,mean_fit_time,std_fit_time,mean_score_time,std_score_time,param_random_state,params,split0_test_score,split1_test_score,split2_test_score,mean_test_score,std_test_score,rank_test_score,split0_train_score,split1_train_score,split2_train_score,mean_train_score,std_train_score,Model,ntp_tw,dataset,param_max_depth,param_min_samples_leaf,param_n_estimators,param_learning_rate
0,0.008676608403523764,0.0005942451703999928,0.0009429454803466797,7.340995421121455e-05,42,{'random_state': 42},0.7555555555555555,0.8089887640449438,0.8426966292134831,0.8024136496046608,0.035877716175840055,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-7,"[None, None, False]",,,,
0,0.0167233149210612,0.00030319471966233066,0.0024346510569254556,0.0001435515253131825,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7111111111111111,0.7303370786516854,0.7191011235955056,0.7201831044527673,0.007886168013233233,379,0.8370786516853933,0.8435754189944135,0.8044692737430168,0.8283744481409411,0.017110328627533197,RandomForestClassifier,5-7,"[None, None, False]",3,1,10,
1,0.03245878219604492,0.0007325929855354144,0.0034790833791097007,3.543830177320827e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7111111111111111,0.7528089887640449,0.7078651685393258,0.7239284228048272,0.020464593055459987,368,0.8651685393258427,0.8435754189944135,0.7653631284916201,0.8247023622706254,0.042875200372876614,RandomForestClassifier,5-7,"[None, None, False]",3,1,20,
2,0.04728102684020996,3.9668342749823336e-05,0.004551490147908528,0.00013717204365586025,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.7333333333333333,0.7752808988764045,0.7078651685393258,0.7388264669163546,0.027795096229864185,332,0.8595505617977528,0.8379888268156425,0.7653631284916201,0.8209675057016718,0.04029153904190452,RandomForestClassifier,5-7,"[None, None, False]",3,1,30,
3,0.06277020772298177,0.0001373983928775966,0.005554596583048503,0.00012364730674093292,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7078651685393258,0.746233874323762,0.028300653466669965,324,0.8707865168539326,0.8435754189944135,0.7653631284916201,0.8265750214466555,0.04468618609096181,RandomForestClassifier,5-7,"[None, None, False]",3,1,40,
4,0.07862122853597005,0.0011072800590128452,0.006888389587402344,0.00018932727143285982,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7078651685393258,0.746233874323762,0.028300653466669965,324,0.8820224719101124,0.8435754189944135,0.7653631284916201,0.8303203397987153,0.048539492134903925,RandomForestClassifier,5-7,"[None, None, False]",3,1,50,
5,0.09536075592041016,0.0004153811387491699,0.00812093416849772,0.0005508202732843408,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7078651685393258,0.7498959633791094,0.030244431644788405,323,0.8764044943820225,0.8379888268156425,0.776536312849162,0.830309878015609,0.04113099489578182,RandomForestClassifier,5-7,"[None, None, False]",3,1,60,
6,0.11299721399943034,0.004272509921830039,0.00900737444559733,0.0005653551663866144,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7303370786516854,0.7536828963795257,0.01654264714220072,304,0.8764044943820225,0.8379888268156425,0.7877094972067039,0.8340342728014564,0.03631739256491101,RandomForestClassifier,5-7,"[None, None, False]",3,1,70,
7,0.12578248977661133,0.0013560038329031678,0.009636958440144857,2.064245381856224e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.7777777777777778,0.7528089887640449,0.7303370786516854,0.7536412817311694,0.019376523889842394,317,0.8764044943820225,0.8379888268156425,0.8044692737430168,0.8396208649802274,0.029390096444478302,RandomForestClassifier,5-7,"[None, None, False]",3,1,80,
8,0.13993684450785318,0.0006165571553323374,0.010684490203857422,9.450763312431987e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7303370786516854,0.7536828963795257,0.01654264714220072,304,0.8820224719101124,0.8379888268156425,0.7988826815642458,0.8396313267633335,0.03396154236041396,RandomForestClassifier,5-7,"[None, None, False]",3,1,90,
9,0.15624507268269858,0.0009107677585229024,0.013476371765136719,0.0024885475348980354,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7303370786516854,0.7573866000832293,0.019931635480362957,284,0.8820224719101124,0.8491620111731844,0.7932960893854749,0.8414935241562572,0.03662601087409201,RandomForestClassifier,5-7,"[None, None, False]",3,1,100,
10,0.16970459620157877,0.0007713872474372789,0.012883742650349935,5.260839196343538e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7303370786516854,0.7573866000832293,0.019931635480362957,284,0.8595505617977528,0.8491620111731844,0.7932960893854749,0.8340028874521374,0.02909482259383194,RandomForestClassifier,5-7,"[None, None, False]",3,1,110,
11,0.18911012013753256,0.0014317641777876206,0.014972209930419922,0.0020675866017034303,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.7888888888888889,0.7640449438202247,0.7303370786516854,0.7610903037869331,0.0239948056018814,263,0.8595505617977528,0.8435754189944135,0.7932960893854749,0.8321406900592137,0.02823093513651816,RandomForestClassifier,5-7,"[None, None, False]",3,1,120,
12,0.2043137550354004,0.00284640889858325,0.016023794809977215,0.0012215860461561089,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7303370786516854,0.7573866000832293,0.019931635480362957,284,0.8764044943820225,0.8435754189944135,0.7877094972067039,0.83589647019438,0.03661443542272724,RandomForestClassifier,5-7,"[None, None, False]",3,1,130,
13,0.22551457087198892,0.014400348549991959,0.015722274780273438,0.00017447038737060998,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7303370786516854,0.7573866000832293,0.019931635480362957,284,0.8707865168539326,0.8435754189944135,0.7932960893854749,0.8358860084112737,0.03209918860499075,RandomForestClassifier,5-7,"[None, None, False]",3,1,140,
14,0.23647300402323404,0.003968357084712503,0.016811450322469074,0.00012754485334631242,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7303370786516854,0.7573866000832293,0.019931635480362957,284,0.8764044943820225,0.8379888268156425,0.7932960893854749,0.83589647019438,0.03396110728898033,RandomForestClassifier,5-7,"[None, None, False]",3,1,150,
15,0.2517691453297933,0.004218069834085633,0.017907142639160156,0.00028942804400240355,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7303370786516854,0.7573866000832293,0.019931635480362957,284,0.8595505617977528,0.8324022346368715,0.7877094972067039,0.8265540978804427,0.029619083578387256,RandomForestClassifier,5-7,"[None, None, False]",3,1,160,
16,0.2658197085062663,0.0027832796509780523,0.018402973810831707,0.0003730184116863696,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7191011235955056,0.7536412817311694,0.025058791872367214,317,0.8595505617977528,0.8379888268156425,0.7988826815642458,0.8321406900592137,0.025110402235570383,RandomForestClassifier,5-7,"[None, None, False]",3,1,170,
17,0.28330326080322266,0.005384287818917846,0.02001841862996419,0.00017560045842986917,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7303370786516854,0.7573866000832293,0.019931635480362957,284,0.8707865168539326,0.8379888268156425,0.7988826815642458,0.8358860084112737,0.029392252565065693,RandomForestClassifier,5-7,"[None, None, False]",3,1,180,
18,0.2979873816172282,0.0031777436782911223,0.020919164021809895,0.0002454923711255895,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7303370786516854,0.7573866000832293,0.019931635480362957,284,0.8707865168539326,0.8379888268156425,0.7988826815642458,0.8358860084112737,0.029392252565065693,RandomForestClassifier,5-7,"[None, None, False]",3,1,190,
19,0.30824462572733563,0.00017311250343783372,0.022053003311157227,0.0005012108611997196,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8764044943820225,0.8491620111731844,0.7988826815642458,0.8414830623731508,0.03211056478942462,RandomForestClassifier,5-7,"[None, None, False]",3,1,200,
20,0.3259917100270589,0.004824710040716172,0.022822459538777668,0.0002472766070379294,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7888888888888889,0.7640449438202247,0.7415730337078652,0.7648356221389929,0.01932470641485882,244,0.8764044943820225,0.8435754189944135,0.7932960893854749,0.8377586675873037,0.034177260402852946,RandomForestClassifier,5-7,"[None, None, False]",3,1,210,
21,0.3410670757293701,0.0015504666880766043,0.02497386932373047,0.001156465499528652,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8707865168539326,0.8435754189944135,0.7932960893854749,0.8358860084112737,0.03209918860499075,RandomForestClassifier,5-7,"[None, None, False]",3,1,220,
22,0.3570016225179036,0.003937928183116006,0.027162631352742512,0.002545232977457637,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8764044943820225,0.8435754189944135,0.7932960893854749,0.8377586675873037,0.034177260402852946,RandomForestClassifier,5-7,"[None, None, False]",3,1,230,
23,0.3763238588968913,0.003005416272156854,0.02599509557088216,0.0001777692939443542,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7666666666666667,0.7528089887640449,0.7415730337078652,0.7536828963795257,0.010263053140856243,304,0.8764044943820225,0.8379888268156425,0.7932960893854749,0.83589647019438,0.03396110728898033,RandomForestClassifier,5-7,"[None, None, False]",3,1,240,
24,0.016385634740193684,0.0001369533449815424,0.002347071965535482,2.2886803815013507e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7111111111111111,0.7528089887640449,0.7303370786516854,0.7314190595089473,0.017040271166100785,352,0.8146067415730337,0.8547486033519553,0.8044692737430168,0.8246082062226686,0.021710592158890152,RandomForestClassifier,5-7,"[None, None, False]",3,3,10,
25,0.03166389465332031,0.00016948693672761135,0.0034568309783935547,1.8438046002768454e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.7191011235955056,0.7314190595089473,0.023299446634270738,352,0.8202247191011236,0.8324022346368715,0.8156424581005587,0.8227564706128513,0.0070724748933046295,RandomForestClassifier,5-7,"[None, None, False]",3,3,20,
26,0.047082980473836265,0.00011016939329167487,0.004566589991251628,3.5612177724313053e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7222222222222222,0.7752808988764045,0.6966292134831461,0.7313774448605909,0.0327555133269561,354,0.8314606741573034,0.8324022346368715,0.7932960893854749,0.8190529993932166,0.018216941636735637,RandomForestClassifier,5-7,"[None, None, False]",3,3,30,
27,0.06390651067097981,0.0016774214634647185,0.005789995193481445,0.000329844500037343,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7555555555555555,0.797752808988764,0.6853932584269663,0.746233874323762,0.04634175551524904,324,0.8651685393258427,0.8491620111731844,0.7821229050279329,0.83215115184232,0.03597379921893511,RandomForestClassifier,5-7,"[None, None, False]",3,3,40,
28,0.08006175359090169,0.0004342897366790937,0.00810392697652181,0.0015595117794898273,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.6966292134831461,0.7387848522679983,0.032357844401863275,334,0.8539325842696629,0.8547486033519553,0.7932960893854749,0.833992425669031,0.028778583610778837,RandomForestClassifier,5-7,"[None, None, False]",3,3,50,
29,0.09389734268188477,0.0007457921417230846,0.00780479113260905,9.16258312630709e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7078651685393258,0.7499375780274656,0.02995682425585321,322,0.8651685393258427,0.8379888268156425,0.7932960893854749,0.83215115184232,0.029630739690714045,RandomForestClassifier,5-7,"[None, None, False]",3,3,60,
30,0.11092519760131836,0.0023743922552421897,0.008887926737467447,0.00018329921931197347,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8707865168539326,0.8547486033519553,0.8044692737430168,0.8433347979829682,0.028251258357919994,RandomForestClassifier,5-7,"[None, None, False]",3,3,70,
31,0.1266787052154541,0.0004471891560690128,0.010155518849690756,0.00031067013284918,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7415730337078652,0.7537245110278818,0.009265032076621363,299,0.8820224719101124,0.8379888268156425,0.7988826815642458,0.8396313267633335,0.03396154236041396,RandomForestClassifier,5-7,"[None, None, False]",3,3,80,
32,0.1396785577138265,0.0007158134811326019,0.01065826416015625,5.0038753077923966e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.7415730337078652,0.7649188514357054,0.01838981398599331,228,0.8707865168539326,0.8491620111731844,0.8100558659217877,0.8433347979829682,0.02513324890569834,RandomForestClassifier,5-7,"[None, None, False]",3,3,90,
33,0.15669854482014975,0.0013083666300452961,0.011762619018554688,2.783955941391369e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7415730337078652,0.7611735330836454,0.014298856154154268,245,0.8651685393258427,0.8547486033519553,0.8044692737430168,0.8414621388069383,0.026501544805955558,RandomForestClassifier,5-7,"[None, None, False]",3,3,100,
34,0.1722264289855957,0.0026506552932439894,0.013051271438598633,0.00029753747136053904,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7303370786516854,0.7574282147315855,0.01947645569596911,264,0.8651685393258427,0.8547486033519553,0.7988826815642458,0.8395999414140146,0.029104011220450636,RandomForestClassifier,5-7,"[None, None, False]",3,3,110,
35,0.18760291735331217,0.0025214530353433982,0.014000495274861654,0.0005081510185836031,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.7777777777777778,0.7865168539325843,0.7415730337078652,0.7686225551394091,0.019456795218578373,225,0.8651685393258427,0.8491620111731844,0.8100558659217877,0.8414621388069383,0.02314904919973847,RandomForestClassifier,5-7,"[None, None, False]",3,3,120,
36,0.2027896245320638,0.0010069652523620608,0.014719883600870768,0.00013145094479844724,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7777777777777778,0.7865168539325843,0.7415730337078652,0.7686225551394091,0.019456795218578373,225,0.8707865168539326,0.8435754189944135,0.8044692737430168,0.839610403197121,0.027218684711825706,RandomForestClassifier,5-7,"[None, None, False]",3,3,130,
37,0.21719280878702799,0.0012048969293002095,0.015932798385620117,0.00034010709061966783,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.7666666666666667,0.797752808988764,0.7415730337078652,0.7686641697877653,0.022978748177278508,224,0.8651685393258427,0.8547486033519553,0.8100558659217877,0.843324336199862,0.023905886337989492,RandomForestClassifier,5-7,"[None, None, False]",3,3,140,
38,0.233169158299764,0.003011526756638766,0.016724348068237305,0.00017473799429390814,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.7415730337078652,0.776113191843529,0.02754751421295939,216,0.8764044943820225,0.8435754189944135,0.8044692737430168,0.841483062373151,0.029404676037080836,RandomForestClassifier,5-7,"[None, None, False]",3,3,150,
39,0.24993427594502768,0.003976279514157909,0.018805424372355144,0.0007468289458895226,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7777777777777778,0.7865168539325843,0.7415730337078652,0.7686225551394091,0.019456795218578373,225,0.8764044943820225,0.8491620111731844,0.8044692737430168,0.8433452597660746,0.029654060315519398,RandomForestClassifier,5-7,"[None, None, False]",3,3,160,
40,0.2771302858988444,0.006461069534593229,0.02131541570027669,0.0002610919187905505,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7415730337078652,0.7537245110278818,0.009265032076621363,299,0.8707865168539326,0.8491620111731844,0.7988826815642458,0.8396104031971209,0.030121590191952582,RandomForestClassifier,5-7,"[None, None, False]",3,3,170,
41,0.2835630575815837,0.008064111759125235,0.01972198486328125,0.00010150081241630811,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8707865168539326,0.8547486033519553,0.8044692737430168,0.8433347979829682,0.028251258357919994,RandomForestClassifier,5-7,"[None, None, False]",3,3,180,
42,0.3007036050160726,0.009942971865599207,0.02298601468404134,0.001931324249051853,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.7666666666666667,0.7528089887640449,0.7415730337078652,0.7536828963795257,0.010263053140856243,304,0.8707865168539326,0.8491620111731844,0.8044692737430168,0.8414726005900445,0.02761448242975841,RandomForestClassifier,5-7,"[None, None, False]",3,3,190,
43,0.3125752607981364,0.0025294878095891366,0.022504488627115887,0.0008614255252388756,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8707865168539326,0.8491620111731844,0.8044692737430168,0.8414726005900445,0.02761448242975841,RandomForestClassifier,5-7,"[None, None, False]",3,3,200,
44,0.32174452145894367,0.0003719436475523694,0.022465070088704426,0.0001551933827678665,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.7666666666666667,0.7528089887640449,0.7415730337078652,0.7536828963795257,0.010263053140856243,304,0.8707865168539326,0.8547486033519553,0.8044692737430168,0.8433347979829682,0.028251258357919994,RandomForestClassifier,5-7,"[None, None, False]",3,3,210,
45,0.33973105748494464,0.001591798821774066,0.023938894271850586,0.00035132194512422046,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.7777777777777778,0.7528089887640449,0.7415730337078652,0.7573866000832293,0.015130802299373983,284,0.8707865168539326,0.8547486033519553,0.8044692737430168,0.8433347979829682,0.028251258357919994,RandomForestClassifier,5-7,"[None, None, False]",3,3,220,
46,0.3562937577565511,0.001788321605859585,0.02501360575358073,0.0002305925806482047,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.7666666666666667,0.7528089887640449,0.7415730337078652,0.7536828963795257,0.010263053140856243,304,0.8707865168539326,0.8435754189944135,0.8044692737430168,0.839610403197121,0.027218684711825706,RandomForestClassifier,5-7,"[None, None, False]",3,3,230,
47,0.36698102951049805,0.0007283154154346934,0.02615467707316081,0.000499566421363143,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.7666666666666667,0.7528089887640449,0.7415730337078652,0.7536828963795257,0.010263053140856243,304,0.8707865168539326,0.8491620111731844,0.8044692737430168,0.8414726005900445,0.02761448242975841,RandomForestClassifier,5-7,"[None, None, False]",3,3,240,
48,0.016128142674763996,0.00010114125908877084,0.00236360232035319,9.557430030035331e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7222222222222222,0.7528089887640449,0.7191011235955056,0.7313774448605909,0.015207862434141977,354,0.8146067415730337,0.8324022346368715,0.770949720670391,0.805986232293432,0.025817794294890128,RandomForestClassifier,5-7,"[None, None, False]",3,6,10,
49,0.03129315376281738,0.0005170071567443778,0.003528753916422526,3.5133296523768115e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7,0.7752808988764045,0.7191011235955056,0.7314606741573034,0.031951758443807,348,0.8258426966292135,0.8212290502793296,0.7877094972067039,0.8115937480384156,0.016993420520984816,RandomForestClassifier,5-7,"[None, None, False]",3,6,20,
50,0.04778107007344564,0.0010883992642605998,0.004482269287109375,0.00026918355066898566,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.6853932584269663,0.7201831044527673,0.03274393278347726,379,0.8258426966292135,0.8268156424581006,0.770949720670391,0.8078693532525684,0.02610914409932167,RandomForestClassifier,5-7,"[None, None, False]",3,6,30,
51,0.062485138575236,0.00029255959902632373,0.005549430847167969,3.7791162340837236e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7222222222222222,0.7640449438202247,0.6853932584269663,0.723886808156471,0.03213098233324962,369,0.8089887640449438,0.8379888268156425,0.7597765363128491,0.8022513757244786,0.03228348285071785,RandomForestClassifier,5-7,"[None, None, False]",3,6,40,
52,0.07622520128885905,0.00031802287960636696,0.0066986083984375,0.00013066788288953595,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7222222222222222,0.797752808988764,0.6853932584269663,0.7351227632126509,0.0467688294985495,335,0.8258426966292135,0.8379888268156425,0.7541899441340782,0.8060071558596448,0.03697431264076507,RandomForestClassifier,5-7,"[None, None, False]",3,6,50,
53,0.09147429466247559,0.0005066292518630338,0.007491906483968099,3.1045317625402784e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.6853932584269663,0.7275905118601748,0.03236517575681669,364,0.8370786516853933,0.8324022346368715,0.7597765363128491,0.8097524742117046,0.03538985726405822,RandomForestClassifier,5-7,"[None, None, False]",3,6,60,
54,0.10844969749450684,0.001281918989439434,0.009042183558146158,0.0008017364282504133,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.6853932584269663,0.7312942155638785,0.03342871314213254,357,0.8314606741573034,0.8324022346368715,0.776536312849162,0.8134664072144456,0.02611634911194818,RandomForestClassifier,5-7,"[None, None, False]",3,6,70,
55,0.12198511759440105,0.00024422701575390097,0.009478092193603516,0.00030066924063235686,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.6853932584269663,0.7312942155638785,0.03342871314213254,357,0.8426966292134831,0.8324022346368715,0.776536312849162,0.8172117255665056,0.029067284470338985,RandomForestClassifier,5-7,"[None, None, False]",3,6,80,
56,0.14114602406819662,0.0033214242165598776,0.01078470547993978,0.00015577479264156788,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.6966292134831461,0.7424885559717019,0.03341239053997129,330,0.8426966292134831,0.8379888268156425,0.7821229050279329,0.8209361203523527,0.027512301657248005,RandomForestClassifier,5-7,"[None, None, False]",3,6,90,
57,0.1531678040822347,0.0005189617048760184,0.011468172073364258,0.00011791688978393681,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.6853932584269663,0.7349979192675823,0.03524659994109572,341,0.8370786516853933,0.8379888268156425,0.7821229050279329,0.8190634611763229,0.026123560516721243,RandomForestClassifier,5-7,"[None, None, False]",3,6,100,
58,0.16904719670613608,0.00061769722816085,0.013074239095052084,0.0004587064963379638,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.6966292134831461,0.7349979192675821,0.027153932741127585,342,0.8370786516853933,0.8379888268156425,0.770949720670391,0.8153390663904756,0.031390206697682256,RandomForestClassifier,5-7,"[None, None, False]",3,6,110,
59,0.18276659647623697,0.0009266129275428924,0.013534148534138998,8.150111284543477e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.6966292134831461,0.7349979192675821,0.027153932741127585,342,0.8370786516853933,0.8324022346368715,0.7877094972067039,0.8190634611763229,0.0222526479556786,RandomForestClassifier,5-7,"[None, None, False]",3,6,120,
60,0.20059593518575033,0.0023646780268205114,0.015071868896484375,0.000582933604676597,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7191011235955056,0.7424885559717019,0.016575381386229143,330,0.8426966292134831,0.8324022346368715,0.7877094972067039,0.8209361203523527,0.023867690911522656,RandomForestClassifier,5-7,"[None, None, False]",3,6,130,
61,0.21765748659769693,0.0028879417893241067,0.016227006912231445,0.000401437608536548,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7078651685393258,0.7350395339159382,0.01951624965056676,339,0.8370786516853933,0.8324022346368715,0.7932960893854749,0.8209256585692466,0.01963011358539976,RandomForestClassifier,5-7,"[None, None, False]",3,6,140,
62,0.23105867703755698,0.001116292597270102,0.016877253850301106,0.00022967158711461775,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.6853932584269663,0.7275488972118186,0.030003497700966403,365,0.8370786516853933,0.8268156424581006,0.7877094972067039,0.8172012637833993,0.0212705674812339,RandomForestClassifier,5-7,"[None, None, False]",3,6,150,
63,0.2436681588490804,0.0004153267767556529,0.01814723014831543,0.0005079105924639014,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7078651685393258,0.7350395339159382,0.01951624965056676,339,0.8426966292134831,0.8212290502793296,0.7932960893854749,0.8190739229594292,0.02022517843593955,RandomForestClassifier,5-7,"[None, None, False]",3,6,160,
64,0.2613004843393962,0.0018803265572395872,0.018889983495076496,0.00024447011672078717,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.6966292134831461,0.7312942155638784,0.024748578105439047,359,0.8426966292134831,0.8212290502793296,0.7877094972067039,0.8172117255665055,0.02262742207984138,RandomForestClassifier,5-7,"[None, None, False]",3,6,170,
65,0.27630456288655597,0.003646452957497343,0.01989118258158366,0.0003522496244044788,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.6853932584269663,0.7275488972118186,0.030003497700966403,365,0.8370786516853933,0.8212290502793296,0.7932960893854749,0.8172012637833993,0.018099640667320033,RandomForestClassifier,5-7,"[None, None, False]",3,6,180,
66,0.2906627655029297,0.003940659511597967,0.020664532979329426,0.00011406085916466574,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.6853932584269663,0.7238451935081148,0.028328298833823363,370,0.8314606741573034,0.8212290502793296,0.7932960893854749,0.8153286046073692,0.016129586211831082,RandomForestClassifier,5-7,"[None, None, False]",3,6,190,
67,0.306490421295166,0.0023720228448734994,0.023409366607666016,0.0020404693113800364,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.6853932584269663,0.7275488972118186,0.030003497700966403,365,0.8370786516853933,0.8212290502793296,0.7988826815642458,0.8190634611763229,0.015668447391625293,RandomForestClassifier,5-7,"[None, None, False]",3,6,200,
68,0.3214735984802246,0.0011243364341313193,0.02309870719909668,0.000927503493462111,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7078651685393258,0.7313358302122346,0.01840252261941401,356,0.8314606741573034,0.8212290502793296,0.7988826815642458,0.8171908020002929,0.013602989554277786,RandomForestClassifier,5-7,"[None, None, False]",3,6,210,
69,0.33236074447631836,0.0018086284751995213,0.024175326029459637,0.001024627383997726,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7191011235955056,0.7350811485642946,0.013816564626473819,337,0.8314606741573034,0.8212290502793296,0.7932960893854749,0.8153286046073692,0.016129586211831082,RandomForestClassifier,5-7,"[None, None, False]",3,6,220,
70,0.3497471809387207,0.002272951299883206,0.02494470278422038,0.0002581574776514544,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7191011235955056,0.7350811485642946,0.013816564626473819,337,0.8314606741573034,0.8212290502793296,0.7932960893854749,0.8153286046073692,0.016129586211831082,RandomForestClassifier,5-7,"[None, None, False]",3,6,230,
71,0.36890395482381183,0.001180773564587253,0.027529239654541016,0.0024736236547355946,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7303370786516854,0.7388264669163546,0.00996251552722096,332,0.8314606741573034,0.8212290502793296,0.7988826815642458,0.8171908020002929,0.013602989554277786,RandomForestClassifier,5-7,"[None, None, False]",3,6,240,
72,0.01604636510213216,2.053939120429817e-05,0.002457300821940104,7.075379031616962e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6777777777777778,0.8089887640449438,0.7078651685393258,0.7315439034540159,0.05612244111268816,344,0.8033707865168539,0.8324022346368715,0.7430167597765364,0.7929299269767539,0.03723080659842484,RandomForestClassifier,5-7,"[None, None, False]",3,9,10,
73,0.03129800160725912,4.36561425166726e-05,0.003519932428995768,6.946682616204457e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.7528089887640449,0.7415730337078652,0.7277569704535997,0.027864044871445347,360,0.7921348314606742,0.8100558659217877,0.7541899441340782,0.7854602138388467,0.023290387066997185,RandomForestClassifier,5-7,"[None, None, False]",3,9,20,
74,0.047329346338907875,0.0012441841106125375,0.004668235778808594,0.00017799039448606967,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.6888888888888889,0.7640449438202247,0.6853932584269663,0.7127756970453599,0.03628090964247418,394,0.8033707865168539,0.8268156424581006,0.7374301675977654,0.7892055321909065,0.03784117335734522,RandomForestClassifier,5-7,"[None, None, False]",3,9,30,
75,0.062027692794799805,0.0011014383234620334,0.0056162675221761065,5.8633630320597806e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.6853932584269663,0.7201831044527673,0.03274393278347726,379,0.8202247191011236,0.8268156424581006,0.7374301675977654,0.7948235097189965,0.040672323575603596,RandomForestClassifier,5-7,"[None, None, False]",3,9,40,
76,0.0769790808359782,0.00045236113702801776,0.0066102345784505205,2.8408407157812212e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7111111111111111,0.7528089887640449,0.6853932584269663,0.7164377861007075,0.027778892155184035,390,0.8146067415730337,0.8324022346368715,0.7597765363128491,0.8022618375075847,0.0309076097053981,RandomForestClassifier,5-7,"[None, None, False]",3,9,50,
77,0.09276223182678223,0.000799209305662703,0.007689317067464192,4.7131091161923184e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7111111111111111,0.7303370786516854,0.6853932584269663,0.7089471493965877,0.01841193076647875,447,0.8258426966292135,0.8156424581005587,0.7541899441340782,0.7985583662879501,0.0316483688871797,RandomForestClassifier,5-7,"[None, None, False]",3,9,60,
78,0.10728311538696289,0.0013609173640480685,0.008582671483357748,4.498234064208064e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.8202247191011236,0.8156424581005587,0.770949720670391,0.8022722992906912,0.022227268951117745,RandomForestClassifier,5-7,"[None, None, False]",3,9,70,
79,0.12150637308756511,0.0004441149757331236,0.00957187016805013,8.815908242856358e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6741573033707865,0.7089471493965877,0.02756485953706121,447,0.8146067415730337,0.8100558659217877,0.770949720670391,0.7985374427217374,0.019595738027864396,RandomForestClassifier,5-7,"[None, None, False]",3,9,80,
80,0.13718485832214355,0.0006055017414036554,0.010998010635375977,0.00048268935084463575,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7111111111111111,0.7303370786516854,0.6853932584269663,0.7089471493965877,0.01841193076647875,447,0.8202247191011236,0.7988826815642458,0.7932960893854749,0.8041344966836147,0.011603848388261938,RandomForestClassifier,5-7,"[None, None, False]",3,9,90,
81,0.15318075815836588,0.0033385690511439675,0.011711835861206055,0.00013183031173170416,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7222222222222222,0.7191011235955056,0.6853932584269663,0.7089055347482315,0.016674444868621855,453,0.8258426966292135,0.7988826815642458,0.776536312849162,0.8004205636808738,0.020158599181158626,RandomForestClassifier,5-7,"[None, None, False]",3,9,100,
82,0.16629592577616373,0.0012902592231070892,0.012876749038696289,0.00026227914859026507,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.6853932584269663,0.720099875156055,0.02477075021270593,385,0.8146067415730337,0.8044692737430168,0.770949720670391,0.7966752453288137,0.018655544800666227,RandomForestClassifier,5-7,"[None, None, False]",3,9,110,
83,0.18116839726765951,0.0008691182821912383,0.013533671696980795,4.771602383813704e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7222222222222222,0.7415730337078652,0.6966292134831461,0.7201414898044112,0.018407133212314998,384,0.8314606741573034,0.7988826815642458,0.770949720670391,0.80043102546398,0.024727742848842223,RandomForestClassifier,5-7,"[None, None, False]",3,9,120,
84,0.19810175895690918,0.0018381156787257063,0.014853715896606445,9.164106392937803e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6966292134831461,0.7164377861007075,0.018730845219077554,390,0.8314606741573034,0.8044692737430168,0.7821229050279329,0.806017617642751,0.020171793711180785,RandomForestClassifier,5-7,"[None, None, False]",3,9,130,
85,0.215072234471639,0.0029611071415572244,0.017098665237426758,0.0013713084061184957,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6966292134831461,0.7164377861007075,0.018730845219077554,390,0.8314606741573034,0.7988826815642458,0.776536312849162,0.8022932228569037,0.022552090963049793,RandomForestClassifier,5-7,"[None, None, False]",3,9,140,
86,0.22753564516703287,0.002408509035852391,0.016587575276692707,0.00021463722977092874,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.8370786516853933,0.7988826815642458,0.776536312849162,0.8041658820329337,0.024997037868975832,RandomForestClassifier,5-7,"[None, None, False]",3,9,150,
87,0.24238991737365723,0.002075749767977928,0.017947673797607422,0.000252498745521428,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.8258426966292135,0.7988826815642458,0.7877094972067039,0.8041449584667211,0.0160063298561947,RandomForestClassifier,5-7,"[None, None, False]",3,9,160,
88,0.25850749015808105,0.0012069982893598776,0.018916527430216473,5.991547388608183e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.8314606741573034,0.8044692737430168,0.776536312849162,0.8041554202498274,0.022423874840419602,RandomForestClassifier,5-7,"[None, None, False]",3,9,170,
89,0.27626673380533856,0.0022715245454875592,0.020804961522420246,0.0006950851055318253,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.8258426966292135,0.8044692737430168,0.776536312849162,0.8022827610737974,0.02018853632809015,RandomForestClassifier,5-7,"[None, None, False]",3,9,180,
90,0.28826189041137695,0.00043563260989248773,0.02055954933166504,0.00032294803502532936,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.8370786516853933,0.7988826815642458,0.776536312849162,0.8041658820329337,0.024997037868975832,RandomForestClassifier,5-7,"[None, None, False]",3,9,190,
91,0.30282290776570636,0.0005682440069338348,0.021852970123291016,0.0004406195090815273,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.8258426966292135,0.7988826815642458,0.7821229050279329,0.8022827610737974,0.018009727925361256,RandomForestClassifier,5-7,"[None, None, False]",3,9,200,
92,0.31742087999979657,0.0018706186019740655,0.02358873685201009,0.0007461054708745104,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.8146067415730337,0.7988826815642458,0.7821229050279329,0.7985374427217374,0.013263717466984602,RandomForestClassifier,5-7,"[None, None, False]",3,9,210,
93,0.33900968233744305,0.003930774869492406,0.027074337005615234,0.002557835877203342,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.8146067415730337,0.7988826815642458,0.7821229050279329,0.7985374427217374,0.013263717466984602,RandomForestClassifier,5-7,"[None, None, False]",3,9,220,
94,0.3506522973378499,0.0009445285215147858,0.029941717783610027,0.0027527926179325875,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.8146067415730337,0.7932960893854749,0.770949720670391,0.7929508505429665,0.017824575935436765,RandomForestClassifier,5-7,"[None, None, False]",3,9,230,
95,0.3648035526275635,0.004159545459128359,0.02636408805847168,0.00016597917688573305,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.8146067415730337,0.7932960893854749,0.770949720670391,0.7929508505429665,0.017824575935436765,RandomForestClassifier,5-7,"[None, None, False]",3,9,240,
96,0.01601092020670573,0.00012535835367638806,0.0023730595906575522,2.4158703630804797e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7222222222222222,0.7752808988764045,0.7078651685393258,0.7351227632126509,0.02899469080831553,335,0.7865168539325843,0.8044692737430168,0.7430167597765364,0.7780009624840458,0.02580042859556906,RandomForestClassifier,5-7,"[None, None, False]",3,12,10,
97,0.031052430470784504,0.00022466574025319024,0.003496567408243815,2.998792287319748e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.7303370786516854,0.7202663337494798,0.022656414926619083,371,0.7752808988764045,0.7877094972067039,0.7597765363128491,0.7742556441319858,0.011426604527523176,RandomForestClassifier,5-7,"[None, None, False]",3,12,20,
98,0.04717063903808594,0.001571136190881685,0.004566669464111328,1.6710857819300088e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.6853932584269663,0.7201831044527673,0.03274393278347726,379,0.7865168539325843,0.8212290502793296,0.7262569832402235,0.7780009624840458,0.039237003663995414,RandomForestClassifier,5-7,"[None, None, False]",3,12,30,
99,0.062172253926595054,0.0009647219506503095,0.005904277165730794,0.000473293021226585,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6888888888888889,0.7752808988764045,0.6853932584269663,0.71652101539742,0.041574012619499584,386,0.7921348314606742,0.8156424581005587,0.7318435754189944,0.7798736216600757,0.035292266707220375,RandomForestClassifier,5-7,"[None, None, False]",3,12,40,
100,0.07657440503438313,0.0011935915321919612,0.006725390752156575,0.00010414032077892305,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7,0.7865168539325843,0.6741573033707865,0.7202247191011235,0.0480482160449398,375,0.7865168539325843,0.8212290502793296,0.7374301675977654,0.781725357269893,0.034378113336550595,RandomForestClassifier,5-7,"[None, None, False]",3,12,50,
101,0.09077008565266927,0.000588479016035149,0.007608811060587565,0.00015410846961018038,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7,0.7528089887640449,0.6741573033707865,0.7089887640449438,0.0327324539572148,432,0.7865168539325843,0.8156424581005587,0.7430167597765364,0.7817253572698931,0.029842272528125942,RandomForestClassifier,5-7,"[None, None, False]",3,12,60,
102,0.10820118586222331,0.0020042034553507727,0.008952776590983072,0.0002574413106291245,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7,0.7528089887640449,0.6741573033707865,0.7089887640449438,0.0327324539572148,432,0.7865168539325843,0.8100558659217877,0.7486033519553073,0.7817253572698931,0.025315630196929777,RandomForestClassifier,5-7,"[None, None, False]",3,12,70,
103,0.12222504615783691,0.0010811678218670127,0.00960556666056315,9.980607873791484e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7111111111111111,0.7528089887640449,0.6966292134831461,0.7201831044527673,0.02381550734355472,379,0.7921348314606742,0.8100558659217877,0.7374301675977654,0.7798736216600757,0.030890947580088826,RandomForestClassifier,5-7,"[None, None, False]",3,12,80,
104,0.13747334480285645,0.0006439619471210409,0.011037508646647135,0.0005227855432533989,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7111111111111111,0.7528089887640449,0.6853932584269663,0.7164377861007075,0.027778892155184035,390,0.797752808988764,0.8100558659217877,0.7430167597765364,0.7836084782290293,0.029138828707518428,RandomForestClassifier,5-7,"[None, None, False]",3,12,90,
105,0.15355189641316733,0.0030997500286462742,0.012560685475667318,0.0007967973724033383,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.8033707865168539,0.8044692737430168,0.7430167597765364,0.7836189400121357,0.028713579231896304,RandomForestClassifier,5-7,"[None, None, False]",3,12,100,
106,0.1683347225189209,0.001606938192796727,0.01326910654703776,0.00036302052302609485,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7,0.7415730337078652,0.6629213483146067,0.701498127340824,0.03212688586368144,467,0.797752808988764,0.8044692737430168,0.7430167597765364,0.7817462808361056,0.027522833863618285,RandomForestClassifier,5-7,"[None, None, False]",3,12,110,
107,0.18375730514526367,0.0014375453845188902,0.013840357462565104,0.00013104643216040808,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7,0.7415730337078652,0.6629213483146067,0.701498127340824,0.03212688586368144,467,0.7921348314606742,0.8044692737430168,0.7430167597765364,0.7798736216600758,0.026543747757627547,RandomForestClassifier,5-7,"[None, None, False]",3,12,120,
108,0.19742536544799805,0.002029495102261906,0.014762560526529947,4.776801499087898e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7,0.7415730337078652,0.6629213483146067,0.701498127340824,0.03212688586368144,467,0.797752808988764,0.8100558659217877,0.7430167597765364,0.7836084782290293,0.029138828707518428,RandomForestClassifier,5-7,"[None, None, False]",3,12,130,
109,0.2107241153717041,0.0014571353355631016,0.015869140625,0.0002705094578808563,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7,0.7415730337078652,0.6629213483146067,0.701498127340824,0.03212688586368144,467,0.7921348314606742,0.8100558659217877,0.7430167597765364,0.7817358190529994,0.028339195854032263,RandomForestClassifier,5-7,"[None, None, False]",3,12,140,
110,0.22797441482543945,0.0017776662251138258,0.01773182551066081,0.0007646323419582681,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7,0.7415730337078652,0.6629213483146067,0.701498127340824,0.03212688586368144,467,0.7921348314606742,0.8044692737430168,0.7374301675977654,0.7780114242671522,0.029133753748920348,RandomForestClassifier,5-7,"[None, None, False]",3,12,150,
111,0.23961973190307617,0.0008566132365927812,0.01811822255452474,0.0002946731682482522,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.6629213483146067,0.6977944236371202,0.03272107695521849,475,0.7921348314606742,0.8100558659217877,0.7374301675977654,0.7798736216600757,0.030890947580088826,RandomForestClassifier,5-7,"[None, None, False]",3,12,160,
112,0.25678523381551105,0.0022934425297217623,0.01957384745279948,0.00032548769208466606,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.6629213483146067,0.6977944236371202,0.03272107695521849,475,0.7865168539325843,0.8044692737430168,0.7430167597765364,0.7780009624840458,0.02580042859556906,RandomForestClassifier,5-7,"[None, None, False]",3,12,170,
113,0.2737296422322591,0.0011690470574253194,0.020228783289591473,0.0001997621745367093,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7,0.7415730337078652,0.6629213483146067,0.701498127340824,0.03212688586368144,467,0.7808988764044944,0.8044692737430168,0.7430167597765364,0.7761283033080159,0.0253136543384758,RandomForestClassifier,5-7,"[None, None, False]",3,12,180,
114,0.28577423095703125,0.0028561806695744972,0.02077595392862956,0.00022158005294933416,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7,0.7415730337078652,0.6629213483146067,0.701498127340824,0.03212688586368144,467,0.7865168539325843,0.7988826815642458,0.7430167597765364,0.7761387650911221,0.02395869849412495,RandomForestClassifier,5-7,"[None, None, False]",3,12,190,
115,0.2965107758839925,0.0010885271945614498,0.021962086359659832,0.0002403011174657707,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.6629213483146067,0.6977944236371202,0.03272107695521849,475,0.7865168539325843,0.7988826815642458,0.7430167597765364,0.7761387650911221,0.02395869849412495,RandomForestClassifier,5-7,"[None, None, False]",3,12,200,
116,0.31545233726501465,0.0014065081428263414,0.023493369420369465,0.00083047631811321,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7,0.7415730337078652,0.6629213483146067,0.701498127340824,0.03212688586368144,467,0.7865168539325843,0.7988826815642458,0.7486033519553073,0.7780009624840458,0.021391478861975857,RandomForestClassifier,5-7,"[None, None, False]",3,12,210,
117,0.331159512201945,0.002629766887397308,0.024619261423746746,0.0008038767480866572,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.6629213483146067,0.6977944236371202,0.03272107695521849,475,0.7808988764044944,0.7988826815642458,0.7486033519553073,0.7761283033080159,0.020801787138492133,RandomForestClassifier,5-7,"[None, None, False]",3,12,220,
118,0.35482994715372723,0.00812178971485422,0.02622826894124349,0.0013705974773462603,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.6629213483146067,0.6977944236371202,0.03272107695521849,475,0.7808988764044944,0.7988826815642458,0.7486033519553073,0.7761283033080159,0.020801787138492133,RandomForestClassifier,5-7,"[None, None, False]",3,12,230,
119,0.36661632855733234,0.005152527402724811,0.028543551762898762,0.001675747868419617,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.6629213483146067,0.6977944236371202,0.03272107695521849,475,0.7865168539325843,0.7988826815642458,0.7486033519553073,0.7780009624840458,0.021391478861975857,RandomForestClassifier,5-7,"[None, None, False]",3,12,240,
120,0.01822551091512044,0.00013432601393752433,0.0024960835774739585,1.947879629136422e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8314606741573034,0.8321265085310028,0.00837189094413953,125,0.9887640449438202,0.9888268156424581,0.9776536312849162,0.9850814972903983,0.005252356936760086,RandomForestClassifier,5-7,"[None, None, False]",6,1,10,
121,0.035308519999186196,0.0002283223032765422,0.0036257108052571616,2.7708802619700204e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8333333333333334,0.8539325842696629,0.8202247191011236,0.8358302122347067,0.013873976760856957,103,0.9831460674157303,0.9832402234636871,0.994413407821229,0.9869332329002155,0.0052894220841891324,RandomForestClassifier,5-7,"[None, None, False]",6,1,20,
122,0.05370831489562988,0.0008039183882894619,0.004692951838175456,7.712053839859894e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8333333333333334,0.8539325842696629,0.8314606741573034,0.8395755305867665,0.01018071562440702,76,0.9775280898876404,0.9888268156424581,0.994413407821229,0.9869227711171091,0.007023651927379645,RandomForestClassifier,5-7,"[None, None, False]",6,1,30,
123,0.06909386316935222,0.0002495037488553976,0.00578157107035319,5.955132112521895e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8426966292134831,0.8396171452351228,0.01312755832779972,75,0.9775280898876404,0.9888268156424581,0.994413407821229,0.9869227711171091,0.007023651927379645,RandomForestClassifier,5-7,"[None, None, False]",6,1,40,
124,0.08532516161600749,0.0008112805247428074,0.0066492557525634766,3.757091525055197e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8333333333333334,0.8764044943820225,0.8539325842696629,0.8545568039950062,0.01758926692085564,61,0.9775280898876404,0.9888268156424581,0.9888268156424581,0.9850605737241854,0.005326270399999134,RandomForestClassifier,5-7,"[None, None, False]",6,1,50,
125,0.10341858863830566,0.0005726903932702214,0.008095423380533854,0.00010683304516876746,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8333333333333334,0.8764044943820225,0.8539325842696629,0.8545568039950062,0.01758926692085564,61,0.9775280898876404,0.9888268156424581,0.994413407821229,0.9869227711171091,0.007023651927379645,RandomForestClassifier,5-7,"[None, None, False]",6,1,60,
126,0.12131237983703613,0.0008699612230921476,0.008901675542195639,0.00022044908923367137,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8444444444444444,0.8764044943820225,0.898876404494382,0.8732417811069496,0.022334004494861507,48,0.9775280898876404,0.9888268156424581,0.994413407821229,0.9869227711171091,0.007023651927379645,RandomForestClassifier,5-7,"[None, None, False]",6,1,70,
127,0.1363832155863444,0.0002884306691655589,0.010016918182373047,0.00023436372503423173,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8555555555555555,0.8876404494382022,0.8426966292134831,0.8619642114024136,0.01889955725090879,59,0.9831460674157303,0.9888268156424581,0.9888268156424581,0.9869332329002155,0.0026779303955551293,RandomForestClassifier,5-7,"[None, None, False]",6,1,80,
128,0.1558839480082194,0.0003938325814401963,0.011107524236043295,0.0002869160215264099,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8651685393258427,0.873116937161881,0.00564825919738214,51,0.9775280898876404,0.9888268156424581,0.994413407821229,0.9869227711171091,0.007023651927379645,RandomForestClassifier,5-7,"[None, None, False]",6,1,90,
129,0.1719206968943278,0.0018571131709139638,0.012485106786092123,0.00031550969524062896,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8651685393258427,0.873116937161881,0.00564825919738214,51,0.9775280898876404,0.9888268156424581,0.9888268156424581,0.9850605737241854,0.005326270399999134,RandomForestClassifier,5-7,"[None, None, False]",6,1,100,
130,0.18908309936523438,0.0019024928689546942,0.013950665791829428,0.0006056827219740195,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8666666666666667,0.8764044943820225,0.8651685393258427,0.8694132334581773,0.004981257763610496,54,0.9775280898876404,0.9888268156424581,0.9888268156424581,0.9850605737241854,0.005326270399999134,RandomForestClassifier,5-7,"[None, None, False]",6,1,110,
131,0.20696576436360678,0.0011888222384882723,0.015021800994873047,0.0012231106566889798,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8666666666666667,0.8764044943820225,0.8764044943820225,0.8731585518102372,0.004590456007702931,49,0.9775280898876404,0.9888268156424581,0.9888268156424581,0.9850605737241854,0.005326270399999134,RandomForestClassifier,5-7,"[None, None, False]",6,1,120,
132,0.23241504033406576,0.005890251547268565,0.01662747065226237,0.0005422450048394536,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8764044943820225,0.8768622555139408,0.0006473720010862913,47,0.9831460674157303,0.9888268156424581,0.9888268156424581,0.9869332329002155,0.0026779303955551293,RandomForestClassifier,5-7,"[None, None, False]",6,1,130,
133,0.24319140116373697,0.0015426850819191549,0.016485929489135742,0.00016912915020158607,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8666666666666667,0.8764044943820225,0.8876404494382022,0.876903870162297,0.008569788914721821,46,0.9831460674157303,0.9888268156424581,0.9888268156424581,0.9869332329002155,0.0026779303955551293,RandomForestClassifier,5-7,"[None, None, False]",6,1,140,
134,0.2591518561045329,0.0039983215556034755,0.01854872703552246,0.0015968989644665334,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8666666666666667,0.8764044943820225,0.8764044943820225,0.8731585518102372,0.004590456007702931,49,0.9831460674157303,0.9888268156424581,0.9888268156424581,0.9869332329002155,0.0026779303955551293,RandomForestClassifier,5-7,"[None, None, False]",6,1,150,
135,0.2715442180633545,0.002451136534405298,0.018194039662679035,8.371680245033189e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.898876404494382,0.8843528922180607,0.010284965838595174,37,0.9831460674157303,0.9888268156424581,0.994413407821229,0.9887954302931391,0.004599925994582945,RandomForestClassifier,5-7,"[None, None, False]",6,1,160,
136,0.2909671465555827,0.004392336869757771,0.019298394521077473,0.00046678766894620277,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8777777777777778,0.8876404494382022,0.8876404494382022,0.8843528922180607,0.004649308007801666,37,0.9831460674157303,0.9888268156424581,0.994413407821229,0.9887954302931391,0.004599925994582945,RandomForestClassifier,5-7,"[None, None, False]",6,1,170,
137,0.30505990982055664,0.002019341917065834,0.020168304443359375,0.00022128455364742766,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8777777777777778,0.8876404494382022,0.898876404494382,0.8880982105701207,0.008619558042501285,31,0.9831460674157303,0.9888268156424581,0.9888268156424581,0.9869332329002155,0.0026779303955551293,RandomForestClassifier,5-7,"[None, None, False]",6,1,180,
138,0.326196829477946,0.00034227677310810095,0.021482070287068684,0.0005026540076330059,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8777777777777778,0.8876404494382022,0.898876404494382,0.8880982105701207,0.008619558042501285,31,0.9831460674157303,0.9888268156424581,0.9888268156424581,0.9869332329002155,0.0026779303955551293,RandomForestClassifier,5-7,"[None, None, False]",6,1,190,
139,0.34358851114908856,0.0032285247415655247,0.023590087890625,0.0011537642539547841,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8777777777777778,0.8876404494382022,0.898876404494382,0.8880982105701207,0.008619558042501285,31,0.9831460674157303,0.9888268156424581,0.994413407821229,0.9887954302931391,0.004599925994582945,RandomForestClassifier,5-7,"[None, None, False]",6,1,200,
140,0.3594929377237956,0.0014818104420599835,0.025128682454427082,0.0013761608000206391,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8777777777777778,0.8876404494382022,0.898876404494382,0.8880982105701207,0.008619558042501285,31,0.9831460674157303,0.9888268156424581,0.994413407821229,0.9887954302931391,0.004599925994582945,RandomForestClassifier,5-7,"[None, None, False]",6,1,210,
141,0.3746970494588216,0.002230639607990695,0.024712483088175457,0.00022419751509813673,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8777777777777778,0.8876404494382022,0.9101123595505618,0.8918435289221806,0.013530969476641216,26,0.9831460674157303,0.9888268156424581,0.994413407821229,0.9887954302931391,0.004599925994582945,RandomForestClassifier,5-7,"[None, None, False]",6,1,220,
142,0.38832640647888184,0.00044426093438967813,0.025113662083943684,0.0003672495106665864,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8777777777777778,0.8876404494382022,0.9101123595505618,0.8918435289221806,0.013530969476641216,26,0.9831460674157303,0.9888268156424581,0.994413407821229,0.9887954302931391,0.004599925994582945,RandomForestClassifier,5-7,"[None, None, False]",6,1,230,
143,0.41165606180826825,0.003016337036908387,0.026833852132161457,0.0002172274867306313,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8777777777777778,0.8876404494382022,0.9213483146067416,0.8955888472742405,0.01865441307950083,19,0.9831460674157303,0.9888268156424581,0.994413407821229,0.9887954302931391,0.004599925994582945,RandomForestClassifier,5-7,"[None, None, False]",6,1,240,
144,0.017614285151163738,0.00011487014948739019,0.0024983088175455728,1.816819796758289e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8222222222222222,0.8764044943820225,0.7752808988764045,0.824635871826883,0.041318798549058525,140,0.9662921348314607,0.9664804469273743,0.9217877094972067,0.9515200970853472,0.021024113443534755,RandomForestClassifier,5-7,"[None, None, False]",6,3,10,
145,0.03445871671040853,0.00026782252314344466,0.003599087397257487,4.3454724838782794e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.797752808988764,0.8320432792342904,0.024554476327548713,128,0.9775280898876404,0.9553072625698324,0.9553072625698324,0.9627142050091018,0.010474998453331521,RandomForestClassifier,5-7,"[None, None, False]",6,3,20,
146,0.05074103673299154,0.000521347035697323,0.004566589991251628,2.4679362170812456e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8333333333333334,0.8651685393258427,0.7865168539325843,0.8283395755305868,0.03230299384003897,133,0.9775280898876404,0.9608938547486033,0.9497206703910615,0.9627142050091018,0.011425071876297675,RandomForestClassifier,5-7,"[None, None, False]",6,3,30,
147,0.06792036692301433,0.0009008921108883365,0.005854368209838867,0.0004560488546339531,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.797752808988764,0.8357469829379941,0.026874107110897365,120,0.9719101123595506,0.9608938547486033,0.9608938547486033,0.9645659406189191,0.005193113639999152,RandomForestClassifier,5-7,"[None, None, False]",6,3,40,
148,0.08343275388081868,0.00022180022309055514,0.006660938262939453,4.781030699382075e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8555555555555555,0.8651685393258427,0.7752808988764045,0.8320016645859343,0.04029918370760111,132,0.9719101123595506,0.9497206703910615,0.9608938547486033,0.9608415458330718,0.009058877262487518,RandomForestClassifier,5-7,"[None, None, False]",6,3,50,
149,0.09891486167907715,0.00039410281021458164,0.007737954457600911,0.00024969945050422673,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8555555555555555,0.8426966292134831,0.7865168539325843,0.8282563462338742,0.029977512792589454,137,0.9719101123595506,0.9553072625698324,0.9664804469273743,0.9645659406189191,0.00691195370783216,RandomForestClassifier,5-7,"[None, None, False]",6,3,60,
150,0.11554567019144694,0.0009175874776615242,0.008722941080729166,0.000195388094535313,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9719101123595506,0.9553072625698324,0.9608938547486033,0.9627037432259954,0.006897846403549136,RandomForestClassifier,5-7,"[None, None, False]",6,3,70,
151,0.13380138079325357,0.0010526491283930775,0.009870052337646484,0.000359454417825416,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8089887640449438,0.8357885975863505,0.019342173399440752,106,0.9719101123595506,0.9664804469273743,0.9664804469273743,0.9682903354047664,0.0025595688311106832,RandomForestClassifier,5-7,"[None, None, False]",6,3,80,
152,0.14968180656433105,0.0021972129615266366,0.013607501983642578,0.002752798734726507,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9664804469273743,0.9608938547486033,0.9664281380118428,0.004497520435726888,RandomForestClassifier,5-7,"[None, None, False]",6,3,90,
153,0.1676921844482422,0.0018911436337759578,0.012113571166992188,0.00043936557368132536,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8089887640449438,0.8394923012900541,0.02157943229553827,96,0.9719101123595506,0.9664804469273743,0.9608938547486033,0.9664281380118428,0.004497520435726888,RandomForestClassifier,5-7,"[None, None, False]",6,3,100,
154,0.18528079986572266,0.0008053961931148155,0.01443171501159668,0.0015871766856749255,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8666666666666667,0.8426966292134831,0.8314606741573034,0.8469413233458178,0.014682836881886806,67,0.9719101123595506,0.9664804469273743,0.9608938547486033,0.9664281380118428,0.004497520435726888,RandomForestClassifier,5-7,"[None, None, False]",6,3,110,
155,0.20065617561340332,0.0005499113371822792,0.013933261235555014,0.00010696474176182681,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8555555555555555,0.8426966292134831,0.8089887640449438,0.8357469829379941,0.01963567680548187,120,0.9719101123595506,0.9664804469273743,0.9664804469273743,0.9682903354047664,0.0025595688311106832,RandomForestClassifier,5-7,"[None, None, False]",6,3,120,
156,0.21710864702860513,0.00349253107631204,0.015056212743123373,4.597846647403878e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8555555555555555,0.8426966292134831,0.8089887640449438,0.8357469829379941,0.01963567680548187,120,0.9719101123595506,0.9664804469273743,0.9664804469273743,0.9682903354047664,0.0025595688311106832,RandomForestClassifier,5-7,"[None, None, False]",6,3,130,
157,0.24244093894958496,0.007442179551644908,0.0178679625193278,0.0003663727621598402,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8666666666666667,0.8426966292134831,0.8089887640449438,0.8394506866416979,0.023658504039699737,102,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[None, None, False]",6,3,140,
158,0.27240777015686035,0.019690058370664325,0.021051804224650066,0.005561619156153506,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8555555555555555,0.8426966292134831,0.8202247191011236,0.8394923012900541,0.014600634443363616,96,0.9606741573033708,0.9664804469273743,0.9608938547486033,0.9626828196597829,0.0026868254365237246,RandomForestClassifier,5-7,"[None, None, False]",6,3,150,
159,0.26461267471313477,0.003424102806892838,0.018317222595214844,0.0002513721150277776,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8089887640449438,0.8394923012900541,0.02157943229553827,96,0.9606741573033708,0.9664804469273743,0.9608938547486033,0.9626828196597829,0.0026868254365237246,RandomForestClassifier,5-7,"[None, None, False]",6,3,160,
160,0.2819400628407796,0.0017099506409682566,0.022095680236816406,0.004168018302595557,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.797752808988764,0.8282979608822304,0.021610467258045746,135,0.9606741573033708,0.9664804469273743,0.9608938547486033,0.9626828196597829,0.0026868254365237246,RandomForestClassifier,5-7,"[None, None, False]",6,3,170,
161,0.2991003195444743,0.0012512795542607383,0.022053321202596027,0.0028723707612339677,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.797752808988764,0.8282979608822304,0.021610467258045746,135,0.9662921348314607,0.9608938547486033,0.9608938547486033,0.9626932814428891,0.002544773635555147,RandomForestClassifier,5-7,"[None, None, False]",6,3,180,
162,0.31551170349121094,0.004204126971261105,0.021347204844156902,0.00012402874758068397,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9662921348314607,0.9608938547486033,0.9664804469273743,0.9645554788358127,0.002590300314428323,RandomForestClassifier,5-7,"[None, None, False]",6,3,190,
163,0.33315499623616535,0.0020951271391144747,0.022907813390096027,0.0007566786801971983,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8089887640449438,0.8357885975863505,0.019342173399440752,106,0.9662921348314607,0.9608938547486033,0.9664804469273743,0.9645554788358127,0.002590300314428323,RandomForestClassifier,5-7,"[None, None, False]",6,3,200,
164,0.34851868947347003,0.00444204186556592,0.024210532506306965,0.0008379282233700625,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9662921348314607,0.9664804469273743,0.9664804469273743,0.9664176762287364,8.877117333332151e-05,RandomForestClassifier,5-7,"[None, None, False]",6,3,210,
165,0.36815373102823895,0.002487018252050083,0.02494025230407715,0.00043162855135351464,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8089887640449438,0.8394923012900541,0.02157943229553827,96,0.9662921348314607,0.9608938547486033,0.9720670391061452,0.9664176762287364,0.004562297130008605,RandomForestClassifier,5-7,"[None, None, False]",6,3,220,
166,0.3843248685201009,0.003672348726913116,0.02708133061726888,0.001543722653431135,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8089887640449438,0.8320432792342904,0.016317612519039185,128,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[None, None, False]",6,3,230,
167,0.3989497820536296,0.00440258564427261,0.02671511967976888,0.0009396263909187801,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8089887640449438,0.8320432792342904,0.016317612519039185,128,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[None, None, False]",6,3,240,
168,0.01766061782836914,0.00026339228906516513,0.0025657018025716147,5.357343223444063e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7777777777777778,0.8426966292134831,0.7752808988764045,0.7985851019558884,0.031208211833961975,193,0.8539325842696629,0.88268156424581,0.88268156424581,0.8730985709204276,0.013552399128886596,RandomForestClassifier,5-7,"[None, None, False]",6,6,10,
169,0.03296049435933431,0.0001634578412298707,0.003525416056315104,1.5343408264781034e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.797752808988764,0.7528089887640449,0.7761131918435288,0.01838595258791055,217,0.848314606741573,0.8770949720670391,0.888268156424581,0.8712259117443977,0.0168306453603984,RandomForestClassifier,5-7,"[None, None, False]",6,6,20,
170,0.04856753349304199,0.0002866009499215246,0.004584868748982747,9.311363934809462e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.7752808988764045,0.7910944652517685,0.02062340689698521,212,0.8820224719101124,0.8715083798882681,0.8938547486033519,0.8824618668005776,0.009128156060232677,RandomForestClassifier,5-7,"[None, None, False]",6,6,30,
171,0.06486701965332031,9.326179872993298e-05,0.006714026133219401,0.0014820161055556225,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.7752808988764045,0.7985434873075322,0.02392976167344796,203,0.8764044943820225,0.88268156424581,0.8938547486033519,0.8843136024103947,0.007216901667855908,RandomForestClassifier,5-7,"[None, None, False]",6,6,40,
172,0.08181031545003255,0.0011743627220628186,0.006767988204956055,0.00028975388315892356,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.7640449438202247,0.7947981689554724,0.027837742573700416,210,0.8820224719101124,0.888268156424581,0.8994413407821229,0.8899106563722721,0.007205442514918751,RandomForestClassifier,5-7,"[None, None, False]",6,6,50,
173,0.09780097007751465,0.0006687668201348732,0.00906062126159668,0.0009639337750735221,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.7640449438202247,0.7910528506034123,0.022986283379144726,213,0.8764044943820225,0.88268156424581,0.8994413407821229,0.8861757998033184,0.009723899581751207,RandomForestClassifier,5-7,"[None, None, False]",6,6,60,
174,0.11358976364135742,0.0005270387442547484,0.009241104125976562,0.0006824206418076011,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8,0.8202247191011236,0.8089887640449438,0.8097378277153559,0.008273678664559731,165,0.8876404494382022,0.888268156424581,0.888268156424581,0.8880589207624547,0.00029590391111108917,RandomForestClassifier,5-7,"[None, None, False]",6,6,70,
175,0.12865924835205078,0.0017058054198832487,0.009570995966593424,6.671754855207035e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.8089887640449438,0.8171452351227632,0.005824861658567689,153,0.8876404494382022,0.888268156424581,0.8938547486033519,0.8899211181553784,0.0027932764979626263,RandomForestClassifier,5-7,"[None, None, False]",6,6,80,
176,0.1467759609222412,0.0015764219983487107,0.010994195938110352,0.0001108589136702908,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8089887640449438,0.8134415314190595,0.004874068500058708,158,0.8820224719101124,0.888268156424581,0.8938547486033519,0.8880484589793484,0.004833004114897616,RandomForestClassifier,5-7,"[None, None, False]",6,6,90,
177,0.15953469276428223,0.0001337436853099291,0.011872291564941406,0.00022114305354446306,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.797752808988764,0.8133999167707033,0.011094187401049792,163,0.8876404494382022,0.88268156424581,0.8938547486033519,0.8880589207624547,0.004571021101010212,RandomForestClassifier,5-7,"[None, None, False]",6,6,100,
178,0.18039536476135254,0.003025200501020568,0.013451814651489258,0.00047547925881131895,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.797752808988764,0.8133999167707033,0.011094187401049792,163,0.8820224719101124,0.888268156424581,0.8994413407821229,0.8899106563722721,0.007205442514918751,RandomForestClassifier,5-7,"[None, None, False]",6,6,110,
179,0.19168329238891602,0.0012358634428987195,0.014278570810953775,0.0003596609043754187,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8089887640449438,0.8134415314190595,0.004874068500058708,158,0.8764044943820225,0.8938547486033519,0.8994413407821229,0.8899001945891657,0.009811657899451088,RandomForestClassifier,5-7,"[None, None, False]",6,6,120,
180,0.21097183227539062,0.0023843588845679823,0.015220006306966146,0.00026804330621259053,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8,0.8089887640449438,0.8089887640449438,0.8059925093632959,0.004237344007110366,177,0.8764044943820225,0.888268156424581,0.8938547486033519,0.8861757998033184,0.007276047932321594,RandomForestClassifier,5-7,"[None, None, False]",6,6,130,
181,0.22476768493652344,0.0003228966348076527,0.015682697296142578,0.00024775403668142915,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8,0.8202247191011236,0.8089887640449438,0.8097378277153559,0.008273678664559731,165,0.8820224719101124,0.8938547486033519,0.8938547486033519,0.8899106563722721,0.005577788724443458,RandomForestClassifier,5-7,"[None, None, False]",6,6,140,
182,0.23912843068440756,0.0021268168277398503,0.017311890920003254,0.000953247796153826,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8089887640449438,0.8096962130669997,0.0010004840016788565,169,0.8764044943820225,0.888268156424581,0.8994413407821229,0.8880379971962421,0.009406161206650557,RandomForestClassifier,5-7,"[None, None, False]",6,6,150,
183,0.25473825136820477,0.0019664043309127405,0.01885533332824707,0.00041401361661691895,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8089887640449438,0.8096962130669997,0.0010004840016788565,169,0.8764044943820225,0.8938547486033519,0.8994413407821229,0.8899001945891657,0.009811657899451088,RandomForestClassifier,5-7,"[None, None, False]",6,6,160,
184,0.2720302740732829,0.002569681199430466,0.019290844599405926,0.0008481196063716075,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8,0.8089887640449438,0.8089887640449438,0.8059925093632959,0.004237344007110366,177,0.8764044943820225,0.888268156424581,0.9050279329608939,0.8899001945891657,0.01174231579793361,RandomForestClassifier,5-7,"[None, None, False]",6,6,170,
185,0.28908761342366535,0.0019036832432416516,0.020467837651570637,0.0008014752832470966,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.797752808988764,0.7985434873075322,0.008224764413042528,203,0.8764044943820225,0.888268156424581,0.8994413407821229,0.8880379971962421,0.009406161206650557,RandomForestClassifier,5-7,"[None, None, False]",6,6,180,
186,0.3019421100616455,0.0011233860607263834,0.02275252342224121,0.0016724407305985455,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8820224719101124,0.8994413407821229,0.8994413407821229,0.8936350511581194,0.008211333533331927,RandomForestClassifier,5-7,"[None, None, False]",6,6,190,
187,0.3223875363667806,0.003272553266567929,0.0223697026570638,0.0001472309317009826,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.797752808988764,0.7985434873075322,0.008224764413042528,203,0.8876404494382022,0.888268156424581,0.8994413407821229,0.891783315548302,0.0054211017869411635,RandomForestClassifier,5-7,"[None, None, False]",6,6,200,
188,0.33873645464579266,0.0016925369056285974,0.025050878524780273,0.0011061162859221157,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.797752808988764,0.8022888056595922,0.013188758170523458,188,0.8876404494382022,0.888268156424581,0.8994413407821229,0.891783315548302,0.0054211017869411635,RandomForestClassifier,5-7,"[None, None, False]",6,6,210,
189,0.3569558461507161,0.00306617072869899,0.025472402572631836,0.0004185283610138902,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8651685393258427,0.888268156424581,0.8994413407821229,0.8842926788441822,0.014271406060361647,RandomForestClassifier,5-7,"[None, None, False]",6,6,220,
190,0.3694915771484375,0.0007906852304847622,0.025696833928426106,0.0005542947506641736,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8707865168539326,0.888268156424581,0.9050279329608939,0.8880275354131358,0.013980035004865065,RandomForestClassifier,5-7,"[None, None, False]",6,6,230,
191,0.38386082649230957,0.0029040797164693456,0.026180028915405273,0.00033801773907128456,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.7865168539325843,0.7910944652517687,0.013146540989539152,211,0.8707865168539326,0.888268156424581,0.8938547486033519,0.8843031406272885,0.009826048433146578,RandomForestClassifier,5-7,"[None, None, False]",6,6,240,
192,0.016486326853434246,0.0002356648629717824,0.002428929011027018,5.582367365784946e-06,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7111111111111111,0.8089887640449438,0.7415730337078652,0.7538909696213066,0.04089667789959383,296,0.8314606741573034,0.8379888268156425,0.8435754189944135,0.8376749733224531,0.004950800516311247,RandomForestClassifier,5-7,"[None, None, False]",6,9,10,
193,0.03139003117879232,0.00030295871351333157,0.003377993901570638,3.715575053658606e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7,0.7415730337078652,0.7528089887640449,0.7314606741573034,0.02271405123603942,348,0.8258426966292135,0.8156424581005587,0.8268156424581006,0.8227669323959576,0.005053398617817316,RandomForestClassifier,5-7,"[None, None, False]",6,9,20,
194,0.047652641932169594,0.0005154122355932353,0.004927237828572591,0.00044515255143083435,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7191011235955056,0.7499791926758218,0.023271780548952823,319,0.8595505617977528,0.8491620111731844,0.8435754189944135,0.8507626639884501,0.006619308321017387,RandomForestClassifier,5-7,"[None, None, False]",6,9,30,
195,0.06446957588195801,0.0008184841644458018,0.005763530731201172,0.00019545389731393746,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.7191011235955056,0.7574282147315855,0.02828700431691831,264,0.848314606741573,0.8603351955307262,0.88268156424581,0.863777122172703,0.014239781980565825,RandomForestClassifier,5-7,"[None, None, False]",6,9,40,
196,0.07869291305541992,0.00034772993535372884,0.006617943445841472,0.00014880328981169827,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7191011235955056,0.7536828963795257,0.024704594792669794,304,0.848314606741573,0.8603351955307262,0.8770949720670391,0.8619149247797795,0.011802514292642872,RandomForestClassifier,5-7,"[None, None, False]",6,9,50,
197,0.0933997631072998,0.0001524283648106287,0.007596333821614583,6.192287375877773e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7191011235955056,0.7573866000832293,0.027091104117785775,284,0.8595505617977528,0.8491620111731844,0.8770949720670391,0.8619358483459921,0.011527641273978921,RandomForestClassifier,5-7,"[None, None, False]",6,9,60,
198,0.11137986183166504,0.0010590340375871332,0.009162108103434244,0.0004227465676420084,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7640449438202247,0.772367873491469,0.005972825673910678,218,0.848314606741573,0.8491620111731844,0.8715083798882681,0.8563283326010085,0.010739487892826721,RandomForestClassifier,5-7,"[None, None, False]",6,9,70,
199,0.1252438227335612,0.0004466031356591563,0.010148843129475912,0.00043574978395162197,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8539325842696629,0.8547486033519553,0.8659217877094972,0.8582009917770385,0.005469581894969666,RandomForestClassifier,5-7,"[None, None, False]",6,9,80,
200,0.14175724983215332,0.0020144722192108194,0.01078955332438151,8.27758572901997e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7528089887640449,0.7649188514357054,0.009256991216937169,228,0.8651685393258427,0.8435754189944135,0.8659217877094972,0.8582219153432512,0.010361201257713186,RandomForestClassifier,5-7,"[None, None, False]",6,9,90,
201,0.15524562199910483,0.0005524210899209305,0.011623223622639975,8.86054314363689e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.7528089887640449,0.7723262588431128,0.014876989425494811,221,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",6,9,100,
202,0.17406964302062988,0.003713058070324072,0.013331969579060873,0.00045893796388087895,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7528089887640449,0.7649188514357054,0.009256991216937169,228,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",6,9,110,
203,0.18743793169657388,0.0006684403883548197,0.013850132624308268,0.00025646720526480675,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7415730337078652,0.7611735330836454,0.014298856154154268,245,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",6,9,120,
204,0.20181099573771158,0.0008244667602763232,0.01490457852681478,0.0002469373811276125,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8651685393258427,0.8547486033519553,0.8715083798882681,0.863808507522022,0.006909403846321225,RandomForestClassifier,5-7,"[None, None, False]",6,9,130,
205,0.2204578717549642,0.0025957163063154267,0.01677878697713216,0.0006749922715975906,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8491620111731844,0.8715083798882681,0.8600736509530685,0.009130362000341693,RandomForestClassifier,5-7,"[None, None, False]",6,9,140,
206,0.23480979601542154,0.004794241768285392,0.01696300506591797,0.00016245422800140866,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7303370786516854,0.7536828963795257,0.01654264714220072,304,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",6,9,150,
207,0.24899609883626303,0.0015970325669640364,0.017531712849934895,0.000328100715132517,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7415730337078652,0.7537245110278818,0.009265032076621363,299,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",6,9,160,
208,0.26479442914326984,0.0017422786546491874,0.019414663314819336,0.00025692482858304615,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8770949720670391,0.8600736509530685,0.013689298161835489,RandomForestClassifier,5-7,"[None, None, False]",6,9,170,
209,0.28020405769348145,0.002611531253510453,0.01991105079650879,0.0004210091826077351,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",6,9,180,
210,0.2933966318766276,0.0037336618168209088,0.021478811899820965,0.0013377927485340587,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",6,9,190,
211,0.309830904006958,0.0018902483036744098,0.02172994613647461,0.0002403949835125574,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8595505617977528,0.8435754189944135,0.8659217877094972,0.8563492561672211,0.009399514774450642,RandomForestClassifier,5-7,"[None, None, False]",6,9,200,
212,0.32547513643900555,0.004475970129859897,0.023163239161173504,0.00047667756323851264,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8435754189944135,0.8715083798882681,0.8563387943841149,0.011529815303827769,RandomForestClassifier,5-7,"[None, None, False]",6,9,210,
213,0.34168259302775067,0.0024656161022973016,0.024113257726033527,0.0001255809498665633,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8324022346368715,0.8659217877094972,0.8507522022053439,0.013867858092328116,RandomForestClassifier,5-7,"[None, None, False]",6,9,220,
214,0.358321746190389,0.003669680601532148,0.025925715764363606,0.0008096857899894568,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8324022346368715,0.8659217877094972,0.8507522022053439,0.013867858092328116,RandomForestClassifier,5-7,"[None, None, False]",6,9,230,
215,0.3719082673390706,0.002623383192056334,0.028076012929280598,0.0017522659000108378,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8379888268156425,0.8659217877094972,0.8526143995982675,0.011441613644800612,RandomForestClassifier,5-7,"[None, None, False]",6,9,240,
216,0.016098896662394207,0.0002185560572489589,0.00238800048828125,3.4734458647204556e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7222222222222222,0.7865168539325843,0.7191011235955056,0.7426133999167707,0.031070567745573596,327,0.8089887640449438,0.8268156424581006,0.7932960893854749,0.8097001652961731,0.013693542963804269,RandomForestClassifier,5-7,"[None, None, False]",6,12,10,
217,0.03148158391316732,0.0011947521483945086,0.0034972031911214194,1.0580939061069951e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.7640449438202247,0.7415730337078652,0.7315022888056596,0.031497863158998225,345,0.7752808988764045,0.7988826815642458,0.7821229050279329,0.7854288284895277,0.009914900704208243,RandomForestClassifier,5-7,"[None, None, False]",6,12,20,
218,0.045975685119628906,0.00021234169550104137,0.00439151128133138,0.0001619597996398468,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7,0.7752808988764045,0.7078651685393258,0.7277153558052435,0.03378684048342747,361,0.7865168539325843,0.8268156424581006,0.7821229050279329,0.7984851338062059,0.020112848084420726,RandomForestClassifier,5-7,"[None, None, False]",6,12,30,
219,0.06209238370259603,0.0006812433466612918,0.005543073018391927,0.00013482837077561814,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7,0.7865168539325843,0.6741573033707865,0.7202247191011235,0.0480482160449398,375,0.7808988764044944,0.8100558659217877,0.7597765363128491,0.7835770928797104,0.020613626223078108,RandomForestClassifier,5-7,"[None, None, False]",6,12,40,
220,0.07667255401611328,0.00031263964429033454,0.006659587224324544,9.826670470850989e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7,0.7752808988764045,0.6853932584269663,0.7202247191011236,0.039384653723934876,372,0.797752808988764,0.8324022346368715,0.7597765363128491,0.7966438599794948,0.029659684648715153,RandomForestClassifier,5-7,"[None, None, False]",6,12,50,
221,0.09237901369730632,0.002888025027620302,0.007596254348754883,0.000294701759413118,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.797752808988764,0.8212290502793296,0.7541899441340782,0.7910572678007238,0.027775086462981224,RandomForestClassifier,5-7,"[None, None, False]",6,12,60,
222,0.10738142331441243,0.0006201736188922605,0.008869489034016928,0.00015345050613943057,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7,0.7415730337078652,0.6966292134831461,0.7127340823970038,0.020438597227928484,395,0.797752808988764,0.8100558659217877,0.776536312849162,0.7947816625865712,0.013844635369090063,RandomForestClassifier,5-7,"[None, None, False]",6,12,70,
223,0.12251567840576172,0.0008491619015016192,0.009436448415120443,0.00012380963538277085,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7865168539325843,0.8156424581005587,0.770949720670391,0.7910363442345113,0.018523490297320443,RandomForestClassifier,5-7,"[None, None, False]",6,12,80,
224,0.137404998143514,0.0011797602146076972,0.010607004165649414,6.874728516649237e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7,0.7415730337078652,0.7078651685393258,0.7164794007490637,0.01803206459507228,387,0.797752808988764,0.8100558659217877,0.7653631284916201,0.791057267800724,0.018849984944309294,RandomForestClassifier,5-7,"[None, None, False]",6,12,90,
225,0.15050522486368814,0.0002995701590195699,0.01188365618387858,0.0002427566633987065,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.797752808988764,0.8100558659217877,0.7653631284916201,0.791057267800724,0.018849984944309294,RandomForestClassifier,5-7,"[None, None, False]",6,12,100,
226,0.17165112495422363,0.001725142548643335,0.013030370076497396,0.0006179439891902553,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.797752808988764,0.7988826815642458,0.776536312849162,0.7910572678007238,0.010278221394066658,RandomForestClassifier,5-7,"[None, None, False]",6,12,110,
227,0.18276262283325195,0.0034294427600155986,0.013927300771077475,0.00012196166158640512,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.797752808988764,0.7988826815642458,0.776536312849162,0.7910572678007238,0.010278221394066658,RandomForestClassifier,5-7,"[None, None, False]",6,12,120,
228,0.199051300684611,4.452338852345026e-05,0.014808177947998047,0.00014343092098146226,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.8033707865168539,0.8044692737430168,0.770949720670391,0.792929926976754,0.015548821402263189,RandomForestClassifier,5-7,"[None, None, False]",6,12,130,
229,0.21640729904174805,0.003137535961488085,0.01855929692586263,0.002033340290097473,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.797752808988764,0.8044692737430168,0.776536312849162,0.7929194651936475,0.011904718539462903,RandomForestClassifier,5-7,"[None, None, False]",6,12,140,
230,0.22852873802185059,0.0013028359785438983,0.017556031545003254,0.0007955565193179316,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.7921348314606742,0.7988826815642458,0.776536312849162,0.789184608624694,0.009358344218719925,RandomForestClassifier,5-7,"[None, None, False]",6,12,150,
231,0.24103530248006186,0.001834120996959082,0.017844676971435547,8.536051079541297e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.7921348314606742,0.8044692737430168,0.776536312849162,0.7910468060176177,0.011429506422645987,RandomForestClassifier,5-7,"[None, None, False]",6,12,160,
232,0.25727446873982746,0.0027403513100035396,0.01880168914794922,0.0002242821538778942,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.7808988764044944,0.8044692737430168,0.7877094972067039,0.791025882451405,0.009904198301474968,RandomForestClassifier,5-7,"[None, None, False]",6,12,170,
233,0.27074241638183594,0.0004055147970557996,0.0207217534383138,0.001109034329110846,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7752808988764045,0.8044692737430168,0.7988826815642458,0.7928776180612224,0.012650056589991451,RandomForestClassifier,5-7,"[None, None, False]",6,12,180,
234,0.2887524763743083,0.0035708110250220076,0.021451473236083984,0.0006891298386286496,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7696629213483146,0.8100558659217877,0.7988826815642458,0.792867156278116,0.017030118441161184,RandomForestClassifier,5-7,"[None, None, False]",6,12,190,
235,0.30240670839945477,0.0015955113030738052,0.021865685780843098,0.00048500857096978105,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7752808988764045,0.8044692737430168,0.7988826815642458,0.7928776180612224,0.012650056589991451,RandomForestClassifier,5-7,"[None, None, False]",6,12,200,
236,0.31957801183064777,0.004125106084947225,0.023256460825602215,0.0006846554252958652,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7696629213483146,0.8044692737430168,0.7988826815642458,0.7910049588851923,0.015262468732419014,RandomForestClassifier,5-7,"[None, None, False]",6,12,210,
237,0.332839568456014,0.0014233931465087116,0.02454717953999837,0.00047043340207510024,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7640449438202247,0.8044692737430168,0.7988826815642458,0.7891322997091624,0.017885451670126392,RandomForestClassifier,5-7,"[None, None, False]",6,12,220,
238,0.3514198462168376,0.004946280689043865,0.025559266408284504,0.0008668203209926769,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6741573033707865,0.7089471493965877,0.02756485953706121,447,0.7696629213483146,0.8044692737430168,0.7877094972067039,0.7872805640993451,0.014212870445808127,RandomForestClassifier,5-7,"[None, None, False]",6,12,230,
239,0.366226593653361,0.004376512905129243,0.028081734975179035,0.0028108623097661193,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7808988764044944,0.7988826815642458,0.7877094972067039,0.7891636850584813,0.007413515078879839,RandomForestClassifier,5-7,"[None, None, False]",6,12,240,
240,0.018861929575602215,0.0010849740230172175,0.002514362335205078,0.00015074252310498952,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8202247191011236,0.8134415314190595,0.004874068500058708,158,0.9887640449438202,0.994413407821229,0.9720670391061452,0.9850814972903982,0.009487216543061578,RandomForestClassifier,5-7,"[None, None, False]",9,1,10,
241,0.03600462277730306,0.0007521755734620267,0.003705183664957682,0.00012169726519335272,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8333333333333334,0.8314606741573034,0.8426966292134831,0.8358302122347067,0.004915111032466758,103,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,20,
242,0.054011901219685875,0.0003175487459303506,0.0047499338785807295,7.991216358693042e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8333333333333334,0.8539325842696629,0.8539325842696629,0.8470661672908864,0.009710580016294632,63,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",9,1,30,
243,0.069489320119222,0.0006817395824385551,0.005585908889770508,6.556843257920083e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8222222222222222,0.8651685393258427,0.8876404494382022,0.8583437369954222,0.02713938783585437,60,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",9,1,40,
244,0.08648594220479329,0.0007366652183175126,0.006758848826090495,0.00012576428759500098,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8222222222222222,0.8876404494382022,0.8764044943820225,0.8620890553474823,0.028560870190806217,56,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",9,1,50,
245,0.10390114784240723,0.0014736369182785046,0.00824737548828125,0.0004880170321482357,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8222222222222222,0.8876404494382022,0.898876404494382,0.8695796920516021,0.03379949834920233,53,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",9,1,60,
246,0.12060840924580891,0.0001708253544433775,0.008673350016276041,0.0002321886337327392,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8444444444444444,0.898876404494382,0.898876404494382,0.8807324178110695,0.025659472043057394,39,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",9,1,70,
247,0.13808202743530273,0.0009868734729518152,0.009806553522745768,0.0003085489742532241,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8444444444444444,0.8876404494382022,0.898876404494382,0.8769870994590095,0.023463872485928555,43,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",9,1,80,
248,0.1555190086364746,0.001610755579274399,0.011017878850301107,0.00018999934769853047,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8555555555555555,0.8876404494382022,0.898876404494382,0.8806908031627132,0.01835569259041945,41,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,90,
249,0.17237114906311035,0.0011606515347944823,0.011921087900797525,7.182517705087664e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8555555555555555,0.8876404494382022,0.8876404494382022,0.8769454848106534,0.015124964025380163,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,100,
250,0.19058545430501303,0.0012107478619746974,0.013203779856363932,0.00014633985730463852,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8666666666666667,0.8876404494382022,0.8876404494382022,0.880649188514357,0.009887136016590888,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,110,
251,0.2083303133646647,0.0009692047365521192,0.013805786768595377,0.00011786084998590361,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.898876404494382,0.8881398252184769,0.015183816025478898,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,120,
252,0.22914608319600424,0.002234624658074076,0.015841007232666016,0.0003805229736916021,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8666666666666667,0.8876404494382022,0.898876404494382,0.8843945068664171,0.013348380928463056,36,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,130,
253,0.2553247610727946,0.002297866418908277,0.017244259516398113,0.0007396465317336168,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8777777777777778,0.9101123595505618,0.9213483146067416,0.9030794839783605,0.018469685505381948,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,140,
254,0.2575225830078125,0.0009883738362085998,0.018328269322713215,0.0009696414990673814,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8666666666666667,0.9101123595505618,0.9213483146067416,0.8993757802746568,0.02357931658991867,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,150,
255,0.27702705065409344,0.0010073387895103826,0.018571853637695312,0.00027471911176646683,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9213483146067416,0.8956304619225968,0.022441371953679217,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,160,
256,0.295182466506958,0.001625775539170335,0.019553661346435547,0.0004522906645521892,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8777777777777778,0.898876404494382,0.9213483146067416,0.8993341656263004,0.017790542034677583,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,170,
257,0.3130246003468831,0.003596077760274111,0.023178577423095703,0.003964201322956024,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9213483146067416,0.8956304619225968,0.022441371953679217,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,180,
258,0.32780710856119794,0.0010891083578677273,0.02139393488566081,0.00017525461263350153,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8777777777777778,0.898876404494382,0.9213483146067416,0.8993341656263004,0.017790542034677583,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,190,
259,0.3485821882883708,0.004862001435672692,0.02270817756652832,0.00012171418300855869,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9213483146067416,0.8956304619225968,0.022441371953679217,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,200,
260,0.3865494728088379,0.022158159231534774,0.02957439422607422,0.0034896279144205787,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8666666666666667,0.8876404494382022,0.9213483146067416,0.8918851435705367,0.02252456032228497,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,210,
261,0.3890798091888428,0.003389419035844494,0.028594017028808594,0.0027492581833063684,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9213483146067416,0.8956304619225968,0.022441371953679217,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,220,
262,0.40076518058776855,0.008489093039134168,0.026359955469767254,0.0013138209533832283,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9213483146067416,0.8956304619225968,0.022441371953679217,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,230,
263,0.410233736038208,0.002376683925954297,0.026477654774983723,0.0001789374807728568,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9213483146067416,0.8956304619225968,0.022441371953679217,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",9,1,240,
264,0.01776599884033203,0.00013680005711491218,0.002425670623779297,0.00011323100501952057,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.797752808988764,0.824635871826883,0.022998711064805846,140,0.9662921348314607,0.9553072625698324,0.9329608938547486,0.9515200970853472,0.013868426324258295,RandomForestClassifier,5-7,"[None, None, False]",9,3,10,
265,0.03452293078104655,0.0004488319232420764,0.003440221150716146,5.6009029992814397e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8202247191011236,0.8246774864752392,0.013273572526259556,138,0.9775280898876404,0.9553072625698324,0.9664804469273743,0.9664385997949491,0.009071663025003708,RandomForestClassifier,5-7,"[None, None, False]",9,3,20,
266,0.05164837837219238,0.0005732593153736987,0.0046799977620442705,5.173567190984803e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8444444444444444,0.8764044943820225,0.7865168539325843,0.8357885975863505,0.037203402532698104,106,0.9775280898876404,0.9553072625698324,0.9664804469273743,0.9664385997949491,0.009071663025003708,RandomForestClassifier,5-7,"[None, None, False]",9,3,30,
267,0.0681154727935791,0.0010651503829364984,0.0056378841400146484,9.136690214219011e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.797752808988764,0.8320432792342904,0.024554476327548713,128,0.9719101123595506,0.9608938547486033,0.9720670391061452,0.9682903354047664,0.005230493990290327,RandomForestClassifier,5-7,"[None, None, False]",9,3,40,
268,0.08362046877543132,0.0008169496331706799,0.00668032964070638,0.00011103624191172684,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8089887640449438,0.8394923012900541,0.02157943229553827,96,0.9719101123595506,0.9553072625698324,0.9776536312849162,0.9682903354047664,0.0094751301693577,RandomForestClassifier,5-7,"[None, None, False]",9,3,50,
269,0.10047666231791179,0.0021543011447015753,0.007657448450724284,0.00023502560812743885,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8555555555555555,0.8651685393258427,0.8089887640449438,0.843237619642114,0.0245335205590068,71,0.9719101123595506,0.9608938547486033,0.9832402234636871,0.9720147301906136,0.009123166751209106,RandomForestClassifier,5-7,"[None, None, False]",9,3,60,
270,0.11721396446228027,0.0014937052037389612,0.008594671885172525,0.00019960940468673007,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8314606741573034,0.8432792342904701,0.009211043084315864,68,0.9719101123595506,0.9664804469273743,0.9776536312849162,0.9720147301906138,0.0045620332338287455,RandomForestClassifier,5-7,"[None, None, False]",9,3,70,
271,0.1334075927734375,0.0015874341209419715,0.009768088658650717,4.165363559106232e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8333333333333334,0.8426966292134831,0.8202247191011236,0.8320848938826467,0.009216493795401603,126,0.9719101123595506,0.9664804469273743,0.9776536312849162,0.9720147301906138,0.0045620332338287455,RandomForestClassifier,5-7,"[None, None, False]",9,3,80,
272,0.15243379275004068,0.001849950215022118,0.011035521825154623,0.0001761650700515851,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9775280898876404,0.9664804469273743,0.9776536312849162,0.9738873893666437,0.005237749986689205,RandomForestClassifier,5-7,"[None, None, False]",9,3,90,
273,0.16935467720031738,0.0037451748792794973,0.012410402297973633,0.0005594960554529232,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9719101123595506,0.9664804469273743,0.9664804469273743,0.9682903354047664,0.0025595688311106832,RandomForestClassifier,5-7,"[None, None, False]",9,3,100,
274,0.18183700243631998,0.0023145560913882543,0.012813886006673178,6.999289851814066e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8555555555555555,0.8314606741573034,0.8202247191011236,0.8357469829379941,0.01473875465940104,120,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[None, None, False]",9,3,110,
275,0.19965521494547525,0.0017945637196448896,0.014241298039754232,0.0005907374242274978,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",9,3,120,
276,0.21839531262715658,0.0035959250186733288,0.01534597078959147,0.000484613521336593,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9719101123595506,0.9720670391061452,0.9720670391061452,0.9720147301906138,7.397597777773304e-05,RandomForestClassifier,5-7,"[None, None, False]",9,3,130,
277,0.23377060890197754,0.000496104245420178,0.01692056655883789,0.001264945553926295,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8444444444444444,0.8651685393258427,0.8202247191011236,0.8432792342904701,0.018366727709369115,68,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",9,3,140,
278,0.25056179364522296,0.003012028526811003,0.017624060312906902,0.0008858067117016778,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8555555555555555,0.8651685393258427,0.8202247191011236,0.8469829379941739,0.019323631007797132,65,0.9719101123595506,0.9720670391061452,0.9720670391061452,0.9720147301906138,7.397597777773304e-05,RandomForestClassifier,5-7,"[None, None, False]",9,3,150,
279,0.26935529708862305,0.003999048251836411,0.01814556121826172,0.00024359083607725866,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8202247191011236,0.843237619642114,0.016286061574873268,71,0.9719101123595506,0.9720670391061452,0.9720670391061452,0.9720147301906138,7.397597777773304e-05,RandomForestClassifier,5-7,"[None, None, False]",9,3,160,
280,0.28433458010355633,0.00358411555638219,0.01898034413655599,0.0004491515942156147,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9720670391061452,0.9720670391061452,0.9720147301906138,7.397597777773304e-05,RandomForestClassifier,5-7,"[None, None, False]",9,3,170,
281,0.3012746175130208,0.004190521869728461,0.024364630381266277,0.004724636033697722,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[None, None, False]",9,3,180,
282,0.3191517988840739,0.004167722367265759,0.021255652109781902,0.0001921115636354704,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9775280898876404,0.9664804469273743,0.9776536312849162,0.9738873893666437,0.005237749986689205,RandomForestClassifier,5-7,"[None, None, False]",9,3,190,
283,0.3302484353383382,0.001102420119017181,0.021804253260294598,4.2222008935754646e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9664804469273743,0.9776536312849162,0.9720147301906138,0.0045620332338287455,RandomForestClassifier,5-7,"[None, None, False]",9,3,200,
284,0.3489414056142171,0.0034565664195875274,0.023168245951334637,0.0004209952906240387,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",9,3,210,
285,0.3643155097961426,0.001313993005107167,0.02420957883199056,9.280279642053832e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9776536312849162,0.9776536312849162,0.9757391249764611,0.0027075207866662015,RandomForestClassifier,5-7,"[None, None, False]",9,3,220,
286,0.38350780804951984,0.0012354845145720857,0.025882164637247723,0.00037444088005853085,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",9,3,230,
287,0.4005746841430664,0.0006620302250316701,0.0269622008005778,0.0002741742017980207,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",9,3,240,
288,0.016869862874348957,0.00018774806705821717,0.0024620691935221353,2.5906445733719078e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7777777777777778,0.8426966292134831,0.797752808988764,0.8060757386600083,0.027148574998418773,173,0.8539325842696629,0.88268156424581,0.8715083798882681,0.8693741761345803,0.011833345023390982,RandomForestClassifier,5-7,"[None, None, False]",9,6,10,
289,0.03324683507283529,0.0007173467729470141,0.003530263900756836,2.9248819700206036e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.797752808988764,0.7752808988764045,0.7836038285476487,0.01005663418526387,214,0.848314606741573,0.8770949720670391,0.8994413407821229,0.874950306530245,0.020927421024608126,RandomForestClassifier,5-7,"[None, None, False]",9,6,20,
290,0.048785765965779625,0.00019875458350639857,0.004628101984659831,0.00017608750429719342,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8820224719101124,0.8715083798882681,0.8994413407821229,0.8843240641935012,0.011519131082786321,RandomForestClassifier,5-7,"[None, None, False]",9,6,30,
291,0.06442483266194661,0.0006261373137311707,0.00556182861328125,4.384698521803122e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.7865168539325843,0.8022888056595923,0.02065034416491728,184,0.8764044943820225,0.88268156424581,0.8938547486033519,0.8843136024103947,0.007216901667855908,RandomForestClassifier,5-7,"[None, None, False]",9,6,40,
292,0.08232561747233073,0.0012206055547129043,0.006726503372192383,7.658916219624173e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.797752808988764,0.8060341240116521,0.01833983567931173,175,0.8820224719101124,0.888268156424581,0.8938547486033519,0.8880484589793484,0.004833004114897616,RandomForestClassifier,5-7,"[None, None, False]",9,6,50,
293,0.09579157829284668,0.00012568813037855823,0.00781400998433431,0.0003316137229498342,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.797752808988764,0.8022888056595922,0.013188758170523458,188,0.8764044943820225,0.88268156424581,0.888268156424581,0.8824514050174712,0.004846053323258906,RandomForestClassifier,5-7,"[None, None, False]",9,6,60,
294,0.11155541737874348,0.0001900545876721554,0.008740504582722982,0.00020401576245160014,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8,0.8202247191011236,0.8202247191011236,0.8134831460674157,0.009534024015998375,154,0.8876404494382022,0.888268156424581,0.888268156424581,0.8880589207624547,0.00029590391111108917,RandomForestClassifier,5-7,"[None, None, False]",9,6,70,
295,0.12825767199198404,0.002222461097677597,0.010352611541748047,0.0005927363992980603,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.8202247191011236,0.8208905534748231,0.0009416320015800696,145,0.8876404494382022,0.888268156424581,0.8994413407821229,0.891783315548302,0.0054211017869411635,RandomForestClassifier,5-7,"[None, None, False]",9,6,80,
296,0.14306060473124185,0.000984520056827712,0.010726133982340494,9.85083968403186e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8314606741573034,0.8209321681231794,0.008322721595401528,143,0.8876404494382022,0.88268156424581,0.8938547486033519,0.8880589207624547,0.004571021101010212,RandomForestClassifier,5-7,"[None, None, False]",9,6,90,
297,0.16162006060282388,0.0010197671158798606,0.012457847595214844,0.001045697491677421,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8202247191011236,0.8171868497711193,0.004296196007209153,149,0.8876404494382022,0.88268156424581,0.8938547486033519,0.8880589207624547,0.004571021101010212,RandomForestClassifier,5-7,"[None, None, False]",9,6,100,
298,0.17558534940083823,0.0015126792425146293,0.013051191965738932,8.995478188940123e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.8202247191011236,0.8208905534748231,0.0009416320015800696,145,0.8820224719101124,0.888268156424581,0.8994413407821229,0.8899106563722721,0.007205442514918751,RandomForestClassifier,5-7,"[None, None, False]",9,6,110,
299,0.1966102123260498,0.003983045790701989,0.014293988545735678,9.233200482255313e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8202247191011236,0.8171868497711193,0.004296196007209153,149,0.8764044943820225,0.888268156424581,0.8994413407821229,0.8880379971962421,0.009406161206650557,RandomForestClassifier,5-7,"[None, None, False]",9,6,120,
300,0.22047789891560873,0.015446061937235248,0.015005747477213541,0.0005554079166674967,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8,0.8202247191011236,0.8089887640449438,0.8097378277153559,0.008273678664559731,165,0.8764044943820225,0.888268156424581,0.8938547486033519,0.8861757998033184,0.007276047932321594,RandomForestClassifier,5-7,"[None, None, False]",9,6,130,
301,0.232129176457723,0.011651243846043546,0.019282738367716473,0.00434191249127271,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8,0.8202247191011236,0.8202247191011236,0.8134831460674157,0.009534024015998375,154,0.8820224719101124,0.888268156424581,0.8938547486033519,0.8880484589793484,0.004833004114897616,RandomForestClassifier,5-7,"[None, None, False]",9,6,140,
302,0.24160329500834146,0.004179882073942752,0.017977078755696613,0.0014290555370737497,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8202247191011236,0.8134415314190595,0.004874068500058708,158,0.8764044943820225,0.888268156424581,0.8994413407821229,0.8880379971962421,0.009406161206650557,RandomForestClassifier,5-7,"[None, None, False]",9,6,150,
303,0.25594234466552734,0.0018747122077912414,0.020238399505615234,0.001331941518862625,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8089887640449438,0.8096962130669997,0.0010004840016788565,169,0.8764044943820225,0.8938547486033519,0.8994413407821229,0.8899001945891657,0.009811657899451088,RandomForestClassifier,5-7,"[None, None, False]",9,6,160,
304,0.27196208635965985,0.0015914454779616235,0.019249677658081055,0.00018747009181846222,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8,0.8089887640449438,0.8089887640449438,0.8059925093632959,0.004237344007110366,177,0.8764044943820225,0.888268156424581,0.9050279329608939,0.8899001945891657,0.01174231579793361,RandomForestClassifier,5-7,"[None, None, False]",9,6,170,
305,0.2862884998321533,0.0016370437841708872,0.02035657564798991,0.0003923975968661117,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8089887640449438,0.8022888056595923,0.00947517201589964,184,0.8764044943820225,0.888268156424581,0.8994413407821229,0.8880379971962421,0.009406161206650557,RandomForestClassifier,5-7,"[None, None, False]",9,6,180,
306,0.30425286293029785,0.0028160888024049095,0.021955331166585285,0.0017202093554798416,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.8089887640449438,0.8023304203079483,0.017957094473900467,182,0.8820224719101124,0.8994413407821229,0.8994413407821229,0.8936350511581194,0.008211333533331927,RandomForestClassifier,5-7,"[None, None, False]",9,6,190,
307,0.3185294469197591,0.0029884712858004167,0.022021929423014324,0.000420052324535495,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.797752808988764,0.7985434873075322,0.008224764413042528,203,0.8876404494382022,0.888268156424581,0.8994413407821229,0.891783315548302,0.0054211017869411635,RandomForestClassifier,5-7,"[None, None, False]",9,6,200,
308,0.3339145978291829,0.0010499621517493524,0.02419257164001465,0.0007752145544664666,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.797752808988764,0.8022888056595922,0.013188758170523458,188,0.8876404494382022,0.8938547486033519,0.8994413407821229,0.8936455129412257,0.004819964992921609,RandomForestClassifier,5-7,"[None, None, False]",9,6,210,
309,0.3519476254781087,0.0023386512844191594,0.024989525477091473,0.0016440885189317304,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8651685393258427,0.8938547486033519,0.9050279329608939,0.8880170736300296,0.016787925265084745,RandomForestClassifier,5-7,"[None, None, False]",9,6,220,
310,0.36828049023946124,0.0055715820468231125,0.02629367510477702,0.001278317245143641,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8707865168539326,0.8938547486033519,0.9106145251396648,0.891751930198983,0.016327562482571244,RandomForestClassifier,5-7,"[None, None, False]",9,6,230,
311,0.3806761900583903,0.0017760284835744056,0.02673681577046712,0.0010676605871526958,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.797752808988764,0.7948397836038286,0.012907251285285727,208,0.8707865168539326,0.8938547486033519,0.8994413407821229,0.8880275354131358,0.012402742808536833,RandomForestClassifier,5-7,"[None, None, False]",9,6,240,
312,0.017386833826700848,0.000503512807332079,0.002487818400065104,0.0001407686681218921,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7111111111111111,0.8089887640449438,0.7415730337078652,0.7538909696213066,0.04089667789959383,296,0.8314606741573034,0.8379888268156425,0.8435754189944135,0.8376749733224531,0.004950800516311247,RandomForestClassifier,5-7,"[None, None, False]",9,9,10,
313,0.032386461893717446,0.0005095887391615476,0.003648678461710612,8.094122512580965e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7,0.7415730337078652,0.7528089887640449,0.7314606741573034,0.02271405123603942,348,0.8258426966292135,0.8156424581005587,0.8268156424581006,0.8227669323959576,0.005053398617817316,RandomForestClassifier,5-7,"[None, None, False]",9,9,20,
314,0.04719225565592448,0.00040254275140886675,0.004612366358439128,0.00020627477359347533,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7191011235955056,0.7499791926758218,0.023271780548952823,319,0.8595505617977528,0.8491620111731844,0.8435754189944135,0.8507626639884501,0.006619308321017387,RandomForestClassifier,5-7,"[None, None, False]",9,9,30,
315,0.06210509936014811,0.0004479945512691027,0.005476633707682292,0.00011372780037004504,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.7191011235955056,0.7574282147315855,0.02828700431691831,264,0.848314606741573,0.8603351955307262,0.88268156424581,0.863777122172703,0.014239781980565825,RandomForestClassifier,5-7,"[None, None, False]",9,9,40,
316,0.07896312077840169,0.0006705541740201603,0.006674289703369141,0.0002623974557777387,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7191011235955056,0.7536828963795257,0.024704594792669794,304,0.848314606741573,0.8603351955307262,0.8770949720670391,0.8619149247797795,0.011802514292642872,RandomForestClassifier,5-7,"[None, None, False]",9,9,50,
317,0.0970458984375,0.0008784542388080508,0.008016109466552734,0.0004599806048432491,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7191011235955056,0.7573866000832293,0.027091104117785775,284,0.8595505617977528,0.8491620111731844,0.8770949720670391,0.8619358483459921,0.011527641273978921,RandomForestClassifier,5-7,"[None, None, False]",9,9,60,
318,0.10879993438720703,0.0005558152609970808,0.00866405169169108,0.00020056622773746626,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7640449438202247,0.772367873491469,0.005972825673910678,218,0.848314606741573,0.8491620111731844,0.8715083798882681,0.8563283326010085,0.010739487892826721,RandomForestClassifier,5-7,"[None, None, False]",9,9,70,
319,0.12408709526062012,0.0008502222482032173,0.00964824358622233,0.00012957990675082446,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8539325842696629,0.8547486033519553,0.8659217877094972,0.8582009917770385,0.005469581894969666,RandomForestClassifier,5-7,"[None, None, False]",9,9,80,
320,0.14136099815368652,0.0027968922502213415,0.011149883270263672,0.0007596869729017885,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7528089887640449,0.7649188514357054,0.009256991216937169,228,0.8651685393258427,0.8435754189944135,0.8659217877094972,0.8582219153432512,0.010361201257713186,RandomForestClassifier,5-7,"[None, None, False]",9,9,90,
321,0.15502413113911948,0.0020323432577809965,0.011785507202148438,3.671336470588714e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.7528089887640449,0.7723262588431128,0.014876989425494811,221,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",9,9,100,
322,0.17330336570739746,0.0012710944981317574,0.012954076131184896,0.0001604300570259294,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7528089887640449,0.7649188514357054,0.009256991216937169,228,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",9,9,110,
323,0.19095071156819662,0.0018456084342383413,0.014060258865356445,0.0004597610781788381,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7415730337078652,0.7611735330836454,0.014298856154154268,245,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",9,9,120,
324,0.2016592820485433,0.001987970105987574,0.015651384989420574,0.000984624517103394,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8651685393258427,0.8547486033519553,0.8715083798882681,0.863808507522022,0.006909403846321225,RandomForestClassifier,5-7,"[None, None, False]",9,9,130,
325,0.22057008743286133,0.0037202669454761816,0.015967369079589844,0.00019143462959676585,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8491620111731844,0.8715083798882681,0.8600736509530685,0.009130362000341693,RandomForestClassifier,5-7,"[None, None, False]",9,9,140,
326,0.23445399602254233,0.0017484795271820318,0.018397092819213867,0.00202021518774669,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7303370786516854,0.7536828963795257,0.01654264714220072,304,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",9,9,150,
327,0.24922402699788412,0.00206750813010371,0.01856843630472819,0.0002951117610955077,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7415730337078652,0.7537245110278818,0.009265032076621363,299,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",9,9,160,
328,0.2625300884246826,0.0010353051109464745,0.019173542658487957,0.0005381533668717234,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8770949720670391,0.8600736509530685,0.013689298161835489,RandomForestClassifier,5-7,"[None, None, False]",9,9,170,
329,0.27817122141520184,0.0054273807217050055,0.02057655652364095,0.0006653649691717197,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",9,9,180,
330,0.2909506956736247,0.0017964633508593313,0.020665963490804035,0.00019229137910941338,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",9,9,190,
331,0.3083610534667969,0.001955488556845545,0.022433996200561523,0.0006648073680696663,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8595505617977528,0.8435754189944135,0.8659217877094972,0.8563492561672211,0.009399514774450642,RandomForestClassifier,5-7,"[None, None, False]",9,9,200,
332,0.3291197617848714,0.004633317439203481,0.023824135462443035,0.0011999287300902537,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8435754189944135,0.8715083798882681,0.8563387943841149,0.011529815303827769,RandomForestClassifier,5-7,"[None, None, False]",9,9,210,
333,0.34186752637227374,0.0030128577236279326,0.024257580439249676,0.00034213890356693646,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8324022346368715,0.8659217877094972,0.8507522022053439,0.013867858092328116,RandomForestClassifier,5-7,"[None, None, False]",9,9,220,
334,0.3580562273661296,0.0030670143363215703,0.02552167574564616,0.0003063958172191417,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8324022346368715,0.8659217877094972,0.8507522022053439,0.013867858092328116,RandomForestClassifier,5-7,"[None, None, False]",9,9,230,
335,0.3714466094970703,0.0033446285786787582,0.02631799379984538,0.00023221091089117407,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8379888268156425,0.8659217877094972,0.8526143995982675,0.011441613644800612,RandomForestClassifier,5-7,"[None, None, False]",9,9,240,
336,0.016475756963094074,0.00022319989079586078,0.0024123191833496094,1.280524562853615e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7222222222222222,0.7865168539325843,0.7191011235955056,0.7426133999167707,0.031070567745573596,327,0.8089887640449438,0.8268156424581006,0.7932960893854749,0.8097001652961731,0.013693542963804269,RandomForestClassifier,5-7,"[None, None, False]",9,12,10,
337,0.031696716944376625,0.00013553662271262085,0.0034902095794677734,9.118526276794076e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.7640449438202247,0.7415730337078652,0.7315022888056596,0.031497863158998225,345,0.7752808988764045,0.7988826815642458,0.7821229050279329,0.7854288284895277,0.009914900704208243,RandomForestClassifier,5-7,"[None, None, False]",9,12,20,
338,0.04701081911722819,0.00011560168175072768,0.004609743754069011,0.0001071229884656666,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7,0.7752808988764045,0.7078651685393258,0.7277153558052435,0.03378684048342747,361,0.7865168539325843,0.8268156424581006,0.7821229050279329,0.7984851338062059,0.020112848084420726,RandomForestClassifier,5-7,"[None, None, False]",9,12,30,
339,0.06168699264526367,0.0008046539800665455,0.005606889724731445,7.453418826873573e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7,0.7865168539325843,0.6741573033707865,0.7202247191011235,0.0480482160449398,375,0.7808988764044944,0.8100558659217877,0.7597765363128491,0.7835770928797104,0.020613626223078108,RandomForestClassifier,5-7,"[None, None, False]",9,12,40,
340,0.07757449150085449,0.0019563188719908566,0.006714741388956706,0.0001653750200916346,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7,0.7752808988764045,0.6853932584269663,0.7202247191011236,0.039384653723934876,372,0.797752808988764,0.8324022346368715,0.7597765363128491,0.7966438599794948,0.029659684648715153,RandomForestClassifier,5-7,"[None, None, False]",9,12,50,
341,0.09468992551167806,0.0016092866767335359,0.008105913798014322,3.959296075821619e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.797752808988764,0.8212290502793296,0.7541899441340782,0.7910572678007238,0.027775086462981224,RandomForestClassifier,5-7,"[None, None, False]",9,12,60,
342,0.10764225323994954,0.0001814990653697322,0.008651018142700195,0.00015172902927740943,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7,0.7415730337078652,0.6966292134831461,0.7127340823970038,0.020438597227928484,395,0.797752808988764,0.8100558659217877,0.776536312849162,0.7947816625865712,0.013844635369090063,RandomForestClassifier,5-7,"[None, None, False]",9,12,70,
343,0.1256889502207438,0.00132131009146729,0.009801387786865234,9.12099869748631e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7865168539325843,0.8156424581005587,0.770949720670391,0.7910363442345113,0.018523490297320443,RandomForestClassifier,5-7,"[None, None, False]",9,12,80,
344,0.13762577374776205,0.00026322190972691354,0.011136213938395182,0.0007770811275087684,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7,0.7415730337078652,0.7078651685393258,0.7164794007490637,0.01803206459507228,387,0.797752808988764,0.8100558659217877,0.7653631284916201,0.791057267800724,0.018849984944309294,RandomForestClassifier,5-7,"[None, None, False]",9,12,90,
345,0.15444485346476236,0.001197999773255761,0.011870304743448893,0.00018005684408283358,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.797752808988764,0.8100558659217877,0.7653631284916201,0.791057267800724,0.018849984944309294,RandomForestClassifier,5-7,"[None, None, False]",9,12,100,
346,0.16788784662882486,0.0008287363124652771,0.012693087259928385,7.499551898370093e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.797752808988764,0.7988826815642458,0.776536312849162,0.7910572678007238,0.010278221394066658,RandomForestClassifier,5-7,"[None, None, False]",9,12,110,
347,0.18823631604512533,0.0009927187989335422,0.014501174290974935,0.00034583146129073847,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.797752808988764,0.7988826815642458,0.776536312849162,0.7910572678007238,0.010278221394066658,RandomForestClassifier,5-7,"[None, None, False]",9,12,120,
348,0.20194268226623535,0.0021327233423244964,0.014938990275065104,0.00016527072415544844,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.8033707865168539,0.8044692737430168,0.770949720670391,0.792929926976754,0.015548821402263189,RandomForestClassifier,5-7,"[None, None, False]",9,12,130,
349,0.2136077086130778,0.0007354496157194081,0.015998125076293945,0.00021594275002599278,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.797752808988764,0.8044692737430168,0.776536312849162,0.7929194651936475,0.011904718539462903,RandomForestClassifier,5-7,"[None, None, False]",9,12,140,
350,0.23077829678853354,0.0018993644930244923,0.016910870869954426,0.00016032608976170393,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.7921348314606742,0.7988826815642458,0.776536312849162,0.789184608624694,0.009358344218719925,RandomForestClassifier,5-7,"[None, None, False]",9,12,150,
351,0.2458070913950602,0.0004408821483257525,0.01809859275817871,6.204290965465915e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.7921348314606742,0.8044692737430168,0.776536312849162,0.7910468060176177,0.011429506422645987,RandomForestClassifier,5-7,"[None, None, False]",9,12,160,
352,0.2576460043589274,0.0014905430033950594,0.020161231358846027,0.0011071757391820144,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.7808988764044944,0.8044692737430168,0.7877094972067039,0.791025882451405,0.009904198301474968,RandomForestClassifier,5-7,"[None, None, False]",9,12,170,
353,0.2791748841603597,0.0024847518875097266,0.023148536682128906,0.0036749486190205535,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7752808988764045,0.8044692737430168,0.7988826815642458,0.7928776180612224,0.012650056589991451,RandomForestClassifier,5-7,"[None, None, False]",9,12,180,
354,0.3250264326731364,0.04735157473087024,0.02115599314371745,6.208483687028319e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7696629213483146,0.8100558659217877,0.7988826815642458,0.792867156278116,0.017030118441161184,RandomForestClassifier,5-7,"[None, None, False]",9,12,190,
355,0.30840150515238446,0.0039018468364828956,0.02257402737935384,0.0009198477238839231,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7752808988764045,0.8044692737430168,0.7988826815642458,0.7928776180612224,0.012650056589991451,RandomForestClassifier,5-7,"[None, None, False]",9,12,200,
356,0.32253273328145343,0.003699253877488026,0.023035287857055664,0.0003042678813518718,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7696629213483146,0.8044692737430168,0.7988826815642458,0.7910049588851923,0.015262468732419014,RandomForestClassifier,5-7,"[None, None, False]",9,12,210,
357,0.3407107988993327,0.004824421662536078,0.02436979611714681,0.000422161341787989,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7640449438202247,0.8044692737430168,0.7988826815642458,0.7891322997091624,0.017885451670126392,RandomForestClassifier,5-7,"[None, None, False]",9,12,220,
358,0.3464393615722656,0.0030408990226093798,0.025783856709798176,0.0007840078854224477,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6741573033707865,0.7089471493965877,0.02756485953706121,447,0.7696629213483146,0.8044692737430168,0.7877094972067039,0.7872805640993451,0.014212870445808127,RandomForestClassifier,5-7,"[None, None, False]",9,12,230,
359,0.36255685488382977,0.0021169702517486707,0.02612582842508952,9.578461263927295e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7808988764044944,0.7988826815642458,0.7877094972067039,0.7891636850584813,0.007413515078879839,RandomForestClassifier,5-7,"[None, None, False]",9,12,240,
360,0.01818426450093587,0.00022849460247634132,0.002414862314860026,2.030932000646208e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.797752808988764,0.8059508947149396,0.005861316487366461,181,0.9887640449438202,0.994413407821229,0.9720670391061452,0.9850814972903982,0.009487216543061578,RandomForestClassifier,5-7,"[None, None, False]",12,1,10,
361,0.0351103146870931,0.0002706188692270109,0.003515958786010742,0.0001005653598693511,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8333333333333334,0.8314606741573034,0.8426966292134831,0.8358302122347067,0.004915111032466758,103,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,20,
362,0.05235807100931803,0.0002698932950022639,0.004641373952229817,1.5339703072159814e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8333333333333334,0.8539325842696629,0.8539325842696629,0.8470661672908864,0.009710580016294632,63,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",12,1,30,
363,0.06985727945963542,0.001321284909895522,0.00575709342956543,0.0003833540926160375,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.9101123595505618,0.8620890553474823,0.0363415746790649,56,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",12,1,40,
364,0.08922958374023438,0.0009848636229583653,0.007048130035400391,0.00022196304481676119,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8222222222222222,0.8876404494382022,0.8764044943820225,0.8620890553474823,0.028560870190806217,56,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",12,1,50,
365,0.10464739799499512,4.2832258823535e-05,0.007915417353312174,0.00016966943710790497,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8222222222222222,0.8876404494382022,0.8876404494382022,0.8658343736995423,0.03083844805174788,55,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",12,1,60,
366,0.11992232004801433,0.0017946709163576937,0.008747498194376627,0.0001515703913347426,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8444444444444444,0.898876404494382,0.898876404494382,0.8807324178110695,0.025659472043057394,39,0.9943820224719101,1.0,1.0,0.99812734082397,0.002648340004444005,RandomForestClassifier,5-7,"[None, None, False]",12,1,70,
367,0.13834150632222494,0.0017855557143733006,0.009602785110473633,0.00025817616856847313,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8444444444444444,0.8876404494382022,0.898876404494382,0.8769870994590095,0.023463872485928555,43,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,80,
368,0.1544198195139567,0.0008835346129787178,0.010921557744344076,0.00037534951709288254,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8555555555555555,0.898876404494382,0.9101123595505618,0.8881814398668331,0.02352159173788734,28,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,90,
369,0.17514673868815103,0.0013579011979214432,0.011933644612630209,0.0001803209940075071,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8555555555555555,0.898876404494382,0.898876404494382,0.8844361215147732,0.02042164403426817,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,100,
370,0.1927026112874349,0.00382433847321419,0.01322317123413086,7.477150271751873e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.898876404494382,0.8881398252184769,0.015183816025478898,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,110,
371,0.20865853627522787,0.0030654093776865668,0.01429136594136556,0.0003539374107095347,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9101123595505618,0.8918851435705367,0.018412683210573388,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,120,
372,0.22187439600626627,0.0012748283462220465,0.015137592951456705,0.0003470657398866311,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9101123595505618,0.8918851435705367,0.018412683210573388,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,130,
373,0.238938570022583,0.001152586645398371,0.016434907913208008,0.00023431399832316474,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8777777777777778,0.9101123595505618,0.9213483146067416,0.9030794839783605,0.018469685505381948,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,140,
374,0.2564299901326497,0.0018433291219718262,0.017003774642944336,0.0002877968697971658,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8666666666666667,0.9101123595505618,0.9213483146067416,0.8993757802746568,0.02357931658991867,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,150,
375,0.27275649706522626,0.0016781438207612539,0.017775217692057293,0.00034086833206686096,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8666666666666667,0.9101123595505618,0.9325842696629213,0.9031210986267166,0.02736105374642239,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,160,
376,0.29356638590494794,0.00046489138142841846,0.019984642664591473,0.0009925260609958291,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8777777777777778,0.898876404494382,0.9213483146067416,0.8993341656263004,0.017790542034677583,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,170,
377,0.3091152509053548,0.0017013530352238749,0.02054937680562337,0.00021744178164973988,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9213483146067416,0.8956304619225968,0.022441371953679217,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,180,
378,0.350510835647583,0.02311327066375135,0.02263983090718587,0.0015144857269407015,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9325842696629213,0.8993757802746566,0.026913065331673657,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,190,
379,0.3528812726338704,0.01631805841106971,0.022864739100138348,0.00021111471179462475,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9325842696629213,0.8993757802746566,0.026913065331673657,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,200,
380,0.3752303123474121,0.01609423685252058,0.02445062001546224,0.00032481772094644185,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8666666666666667,0.898876404494382,0.9325842696629213,0.8993757802746566,0.026913065331673657,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,210,
381,0.3796842098236084,0.001393438985009806,0.026238520940144856,0.001006353993108912,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8666666666666667,0.8876404494382022,0.9213483146067416,0.8918851435705367,0.02252456032228497,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,220,
382,0.3980223337809245,0.0032862787399362114,0.02593684196472168,0.00066046137969382,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8666666666666667,0.8876404494382022,0.9213483146067416,0.8918851435705367,0.02252456032228497,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,230,
383,0.41755398114522296,0.0029828733842083917,0.02796792984008789,0.0006411878693454908,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8666666666666667,0.8876404494382022,0.9213483146067416,0.8918851435705367,0.02252456032228497,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[None, None, False]",12,1,240,
384,0.017848730087280273,0.00024077923662922155,0.0024506251017252603,2.3489843570071606e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.797752808988764,0.824635871826883,0.022998711064805846,140,0.9662921348314607,0.9553072625698324,0.9329608938547486,0.9515200970853472,0.013868426324258295,RandomForestClassifier,5-7,"[None, None, False]",12,3,10,
385,0.034146785736083984,0.000163702786928789,0.003575563430786133,4.110813850695109e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8202247191011236,0.8246774864752392,0.013273572526259556,138,0.9775280898876404,0.9553072625698324,0.9664804469273743,0.9664385997949491,0.009071663025003708,RandomForestClassifier,5-7,"[None, None, False]",12,3,20,
386,0.05040653546651205,0.00017313132845293107,0.004602193832397461,4.475288839998721e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8444444444444444,0.8764044943820225,0.7865168539325843,0.8357885975863505,0.037203402532698104,106,0.9775280898876404,0.9553072625698324,0.9720670391061452,0.9683007971878727,0.00945444252938532,RandomForestClassifier,5-7,"[None, None, False]",12,3,30,
387,0.06844758987426758,0.0016658720542554058,0.005654493967692058,0.00010772234656440304,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.7865168539325843,0.8282979608822306,0.02979655318756469,134,0.9719101123595506,0.9608938547486033,0.9720670391061452,0.9682903354047664,0.005230493990290327,RandomForestClassifier,5-7,"[None, None, False]",12,3,40,
388,0.08567420641581218,0.0021691927085319956,0.006701866785685222,0.0003212286304087527,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8089887640449438,0.8394923012900541,0.02157943229553827,96,0.9719101123595506,0.9553072625698324,0.9776536312849162,0.9682903354047664,0.0094751301693577,RandomForestClassifier,5-7,"[None, None, False]",12,3,50,
389,0.0997471809387207,0.00017198988158406424,0.007704416910807292,0.00021716031260252114,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8555555555555555,0.8651685393258427,0.8089887640449438,0.843237619642114,0.0245335205590068,71,0.9719101123595506,0.9608938547486033,0.9832402234636871,0.9720147301906136,0.009123166751209106,RandomForestClassifier,5-7,"[None, None, False]",12,3,60,
390,0.11797642707824707,0.0017462533358527988,0.00903479258219401,0.00027605105736046797,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8314606741573034,0.8432792342904701,0.009211043084315864,68,0.9719101123595506,0.9664804469273743,0.9776536312849162,0.9720147301906138,0.0045620332338287455,RandomForestClassifier,5-7,"[None, None, False]",12,3,70,
391,0.1318687597910563,0.00023889028721775244,0.009677648544311523,6.744282457027367e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8333333333333334,0.8426966292134831,0.8202247191011236,0.8320848938826467,0.009216493795401603,126,0.9719101123595506,0.9664804469273743,0.9776536312849162,0.9720147301906138,0.0045620332338287455,RandomForestClassifier,5-7,"[None, None, False]",12,3,80,
392,0.14975365002950033,0.0017383259142325592,0.01143646240234375,0.0007634501188615442,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9775280898876404,0.9664804469273743,0.9776536312849162,0.9738873893666437,0.005237749986689205,RandomForestClassifier,5-7,"[None, None, False]",12,3,90,
393,0.1670699119567871,0.0009342940185342433,0.011934041976928711,0.00020238924261608082,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[None, None, False]",12,3,100,
394,0.18364651997884116,0.0023089775470024,0.013142585754394531,0.00029931266310595094,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8555555555555555,0.8314606741573034,0.8202247191011236,0.8357469829379941,0.01473875465940104,120,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[None, None, False]",12,3,110,
395,0.19806369145711264,0.0013239322991917702,0.013868490854899088,0.0004046173008468896,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",12,3,120,
396,0.2150272528330485,0.0015304286540863065,0.015095392862955729,0.00023032290515872814,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9719101123595506,0.9720670391061452,0.9720670391061452,0.9720147301906138,7.397597777773304e-05,RandomForestClassifier,5-7,"[None, None, False]",12,3,130,
397,0.23362127939860025,0.0012025114060722892,0.016153891881306965,0.00014796433652800912,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",12,3,140,
398,0.25051140785217285,0.0024355863002212875,0.017670949300130207,0.0005925560905347136,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8555555555555555,0.8651685393258427,0.8202247191011236,0.8469829379941739,0.019323631007797132,65,0.9719101123595506,0.9720670391061452,0.9720670391061452,0.9720147301906138,7.397597777773304e-05,RandomForestClassifier,5-7,"[None, None, False]",12,3,150,
399,0.266287883122762,0.0014526725569223523,0.018150170644124348,0.00017351133116077312,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8202247191011236,0.843237619642114,0.016286061574873268,71,0.9719101123595506,0.9720670391061452,0.9720670391061452,0.9720147301906138,7.397597777773304e-05,RandomForestClassifier,5-7,"[None, None, False]",12,3,160,
400,0.2811909516652425,0.001174224650658467,0.019100507100423176,8.832141811447616e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8444444444444444,0.8426966292134831,0.8202247191011236,0.8357885975863505,0.011028431428133798,106,0.9719101123595506,0.9720670391061452,0.9720670391061452,0.9720147301906138,7.397597777773304e-05,RandomForestClassifier,5-7,"[None, None, False]",12,3,170,
401,0.2984147071838379,0.0043944508623291875,0.020209312438964844,0.00026250228423403785,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[None, None, False]",12,3,180,
402,0.31769490242004395,0.0028725662682383864,0.02164610226949056,0.00034278712684536586,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9775280898876404,0.9664804469273743,0.9776536312849162,0.9738873893666437,0.005237749986689205,RandomForestClassifier,5-7,"[None, None, False]",12,3,190,
403,0.33420880635579425,0.0039378822222722746,0.022601524988810223,0.0006964408254240566,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9664804469273743,0.9776536312849162,0.9720147301906138,0.0045620332338287455,RandomForestClassifier,5-7,"[None, None, False]",12,3,200,
404,0.34707943598429364,0.00035173630084424324,0.023297468821207683,0.00034845413443186765,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",12,3,210,
405,0.36432822545369464,0.0017154827004710123,0.024585723876953125,0.0005547080020339133,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9776536312849162,0.9776536312849162,0.9757391249764611,0.0027075207866662015,RandomForestClassifier,5-7,"[None, None, False]",12,3,220,
406,0.3814096450805664,0.0022539344718301023,0.026434024175008137,0.001374592185804415,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",12,3,230,
407,0.40746887524922687,0.008069086055746084,0.0281521479288737,0.0012040746367134442,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8202247191011236,0.8395339159384103,0.014192486538342191,77,0.9719101123595506,0.9720670391061452,0.9776536312849162,0.9738769275835374,0.0026713011357708378,RandomForestClassifier,5-7,"[None, None, False]",12,3,240,
408,0.018070141474405926,0.0003181025281055419,0.0026137828826904297,2.4053114500315836e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7777777777777778,0.8426966292134831,0.797752808988764,0.8060757386600083,0.027148574998418773,173,0.8539325842696629,0.88268156424581,0.8715083798882681,0.8693741761345803,0.011833345023390982,RandomForestClassifier,5-7,"[None, None, False]",12,6,10,
409,0.03562211990356445,0.001035800144115687,0.003872950871785482,0.0001786131614715457,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.797752808988764,0.7752808988764045,0.7836038285476487,0.01005663418526387,214,0.848314606741573,0.8770949720670391,0.8994413407821229,0.874950306530245,0.020927421024608126,RandomForestClassifier,5-7,"[None, None, False]",12,6,20,
410,0.04896092414855957,0.001591459606394317,0.004481951395670573,2.8457720790226732e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8820224719101124,0.8715083798882681,0.8994413407821229,0.8843240641935012,0.011519131082786321,RandomForestClassifier,5-7,"[None, None, False]",12,6,30,
411,0.06545186042785645,0.0006260759607331433,0.005817731221516927,0.00017612085853047622,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.7865168539325843,0.8022888056595923,0.02065034416491728,184,0.8764044943820225,0.88268156424581,0.8938547486033519,0.8843136024103947,0.007216901667855908,RandomForestClassifier,5-7,"[None, None, False]",12,6,40,
412,0.08386564254760742,0.0035152150753816587,0.006635983784993489,7.755761223581836e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.797752808988764,0.8060341240116521,0.01833983567931173,175,0.8820224719101124,0.888268156424581,0.8938547486033519,0.8880484589793484,0.004833004114897616,RandomForestClassifier,5-7,"[None, None, False]",12,6,50,
413,0.09495321909586589,0.0010351634341720288,0.0077037811279296875,0.00039834063113634535,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.797752808988764,0.8022888056595922,0.013188758170523458,188,0.8764044943820225,0.88268156424581,0.888268156424581,0.8824514050174712,0.004846053323258906,RandomForestClassifier,5-7,"[None, None, False]",12,6,60,
414,0.11559406916300456,0.004841378887678754,0.009325981140136719,0.00044807171839771493,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8,0.8202247191011236,0.8202247191011236,0.8134831460674157,0.009534024015998375,154,0.8876404494382022,0.888268156424581,0.888268156424581,0.8880589207624547,0.00029590391111108917,RandomForestClassifier,5-7,"[None, None, False]",12,6,70,
415,0.12993081410725912,0.0018483914536410277,0.009885787963867188,0.00017147992840558338,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.8202247191011236,0.8208905534748231,0.0009416320015800696,145,0.8876404494382022,0.888268156424581,0.8994413407821229,0.891783315548302,0.0054211017869411635,RandomForestClassifier,5-7,"[None, None, False]",12,6,80,
416,0.14858229955037436,0.001531621257345988,0.011205832163492838,0.00034773894425136503,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8314606741573034,0.8209321681231794,0.008322721595401528,143,0.8876404494382022,0.88268156424581,0.8938547486033519,0.8880589207624547,0.004571021101010212,RandomForestClassifier,5-7,"[None, None, False]",12,6,90,
417,0.15890749295552573,0.001092604922044238,0.011934598286946615,0.00019139001833808102,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8202247191011236,0.8171868497711193,0.004296196007209153,149,0.8876404494382022,0.88268156424581,0.8938547486033519,0.8880589207624547,0.004571021101010212,RandomForestClassifier,5-7,"[None, None, False]",12,6,100,
418,0.17880733807881674,0.0014333353956435795,0.01410071055094401,0.00040791727360814134,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.8202247191011236,0.8208905534748231,0.0009416320015800696,145,0.8820224719101124,0.888268156424581,0.8994413407821229,0.8899106563722721,0.007205442514918751,RandomForestClassifier,5-7,"[None, None, False]",12,6,110,
419,0.1923511823018392,0.003774977678964082,0.013791720072428385,0.00037239304709775495,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8202247191011236,0.8171868497711193,0.004296196007209153,149,0.8764044943820225,0.888268156424581,0.8994413407821229,0.8880379971962421,0.009406161206650557,RandomForestClassifier,5-7,"[None, None, False]",12,6,120,
420,0.2071526050567627,0.004822134797254201,0.01674811045328776,0.0025886319694150145,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8,0.8202247191011236,0.8089887640449438,0.8097378277153559,0.008273678664559731,165,0.8764044943820225,0.888268156424581,0.8938547486033519,0.8861757998033184,0.007276047932321594,RandomForestClassifier,5-7,"[None, None, False]",12,6,130,
421,0.22476792335510254,0.001798440075655318,0.018570582071940105,0.0008911728093439719,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8,0.8202247191011236,0.8202247191011236,0.8134831460674157,0.009534024015998375,154,0.8820224719101124,0.888268156424581,0.8938547486033519,0.8880484589793484,0.004833004114897616,RandomForestClassifier,5-7,"[None, None, False]",12,6,140,
422,0.2398699919382731,0.004944611398024149,0.016918738683064777,0.0003985548780037927,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8202247191011236,0.8134415314190595,0.004874068500058708,158,0.8764044943820225,0.888268156424581,0.8994413407821229,0.8880379971962421,0.009406161206650557,RandomForestClassifier,5-7,"[None, None, False]",12,6,150,
423,0.2619296709696452,0.0033866761855514413,0.01945018768310547,0.001227725910995466,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8089887640449438,0.8096962130669997,0.0010004840016788565,169,0.8764044943820225,0.8938547486033519,0.8994413407821229,0.8899001945891657,0.009811657899451088,RandomForestClassifier,5-7,"[None, None, False]",12,6,160,
424,0.27481969197591144,0.006475628169899993,0.019629240036010742,0.0007196347444898146,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8,0.8089887640449438,0.8089887640449438,0.8059925093632959,0.004237344007110366,177,0.8764044943820225,0.888268156424581,0.9050279329608939,0.8899001945891657,0.01174231579793361,RandomForestClassifier,5-7,"[None, None, False]",12,6,170,
425,0.29081018765767414,0.0032568700153905667,0.020278056462605793,7.418517954095679e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8089887640449438,0.8022888056595923,0.00947517201589964,184,0.8764044943820225,0.888268156424581,0.8994413407821229,0.8880379971962421,0.009406161206650557,RandomForestClassifier,5-7,"[None, None, False]",12,6,180,
426,0.30069637298583984,0.0006240605283261627,0.021164417266845703,0.00017022530006123,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.8089887640449438,0.8023304203079483,0.017957094473900467,182,0.8820224719101124,0.8994413407821229,0.8994413407821229,0.8936350511581194,0.008211333533331927,RandomForestClassifier,5-7,"[None, None, False]",12,6,190,
427,0.3178550402323405,0.0024870918703044633,0.022625128428141277,0.001041042093605145,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.797752808988764,0.7985434873075322,0.008224764413042528,203,0.8876404494382022,0.888268156424581,0.8994413407821229,0.891783315548302,0.0054211017869411635,RandomForestClassifier,5-7,"[None, None, False]",12,6,200,
428,0.33454171816507977,0.0036345755738811858,0.023303508758544922,0.0003489433268752876,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.797752808988764,0.8022888056595922,0.013188758170523458,188,0.8876404494382022,0.8938547486033519,0.8994413407821229,0.8936455129412257,0.004819964992921609,RandomForestClassifier,5-7,"[None, None, False]",12,6,210,
429,0.3509914080301921,0.0022190230920568926,0.027853886286417644,0.00484101131661626,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8651685393258427,0.8938547486033519,0.9050279329608939,0.8880170736300296,0.016787925265084745,RandomForestClassifier,5-7,"[None, None, False]",12,6,220,
430,0.3694295088450114,0.005965078978320482,0.02547279993693034,0.00042160343831714977,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7777777777777778,0.8202247191011236,0.797752808988764,0.7985851019558884,0.017338881944236086,193,0.8707865168539326,0.8938547486033519,0.9106145251396648,0.891751930198983,0.016327562482571244,RandomForestClassifier,5-7,"[None, None, False]",12,6,230,
431,0.3836839993794759,0.0037187881377522443,0.02679157257080078,0.0005000049731432288,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.797752808988764,0.7948397836038286,0.012907251285285727,208,0.8707865168539326,0.8938547486033519,0.8994413407821229,0.8880275354131358,0.012402742808536833,RandomForestClassifier,5-7,"[None, None, False]",12,6,240,
432,0.01655856768290202,0.0003138854215321718,0.00245515505472819,3.336516367172387e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7111111111111111,0.8089887640449438,0.7415730337078652,0.7538909696213066,0.04089667789959383,296,0.8314606741573034,0.8379888268156425,0.8435754189944135,0.8376749733224531,0.004950800516311247,RandomForestClassifier,5-7,"[None, None, False]",12,9,10,
433,0.0324397087097168,0.0010060063398958552,0.003600438435872396,9.637584274574223e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7,0.7415730337078652,0.7528089887640449,0.7314606741573034,0.02271405123603942,348,0.8258426966292135,0.8156424581005587,0.8268156424581006,0.8227669323959576,0.005053398617817316,RandomForestClassifier,5-7,"[None, None, False]",12,9,20,
434,0.0474857489267985,0.00028917211005383874,0.004596869150797526,5.630325403473941e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7191011235955056,0.7499791926758218,0.023271780548952823,319,0.8595505617977528,0.8491620111731844,0.8435754189944135,0.8507626639884501,0.006619308321017387,RandomForestClassifier,5-7,"[None, None, False]",12,9,30,
435,0.06381837526957194,0.001135611649551817,0.005643049875895183,1.8526553779708107e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.7191011235955056,0.7574282147315855,0.02828700431691831,264,0.848314606741573,0.8603351955307262,0.88268156424581,0.863777122172703,0.014239781980565825,RandomForestClassifier,5-7,"[None, None, False]",12,9,40,
436,0.07829928398132324,0.000352965373401853,0.006699085235595703,1.7127461485414096e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7191011235955056,0.7536828963795257,0.024704594792669794,304,0.848314606741573,0.8603351955307262,0.8770949720670391,0.8619149247797795,0.011802514292642872,RandomForestClassifier,5-7,"[None, None, False]",12,9,50,
437,0.09378973642985027,0.0003446905131173133,0.007654507954915364,0.00012414891893821974,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7191011235955056,0.7573866000832293,0.027091104117785775,284,0.8595505617977528,0.8491620111731844,0.8770949720670391,0.8619358483459921,0.011527641273978921,RandomForestClassifier,5-7,"[None, None, False]",12,9,60,
438,0.1100000540415446,0.0027575828196676803,0.008733908335367838,0.00013016232757194864,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7640449438202247,0.772367873491469,0.005972825673910678,218,0.848314606741573,0.8491620111731844,0.8715083798882681,0.8563283326010085,0.010739487892826721,RandomForestClassifier,5-7,"[None, None, False]",12,9,70,
439,0.12611611684163412,0.0013084731700106773,0.009691397349039713,0.0001253356792560216,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8539325842696629,0.8547486033519553,0.8659217877094972,0.8582009917770385,0.005469581894969666,RandomForestClassifier,5-7,"[None, None, False]",12,9,80,
440,0.14000837008158365,0.0003743782283876035,0.010736624399820963,9.237816639975648e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7528089887640449,0.7649188514357054,0.009256991216937169,228,0.8651685393258427,0.8435754189944135,0.8659217877094972,0.8582219153432512,0.010361201257713186,RandomForestClassifier,5-7,"[None, None, False]",12,9,90,
441,0.15938838322957358,0.0007317415210596274,0.012530803680419922,0.0007736094966272042,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.7528089887640449,0.7723262588431128,0.014876989425494811,221,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",12,9,100,
442,0.1710493564605713,0.0025012690811180892,0.0129396120707194,0.00027132811793111826,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7528089887640449,0.7649188514357054,0.009256991216937169,228,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",12,9,110,
443,0.1880483627319336,0.0017343010362268197,0.013796726862589518,0.0001899095734146928,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7415730337078652,0.7611735330836454,0.014298856154154268,245,0.8651685393258427,0.8491620111731844,0.8715083798882681,0.8619463101290984,0.009403088834167997,RandomForestClassifier,5-7,"[None, None, False]",12,9,120,
444,0.2024079163869222,0.0007983382266964254,0.015927473704020183,0.000606628368747656,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8651685393258427,0.8547486033519553,0.8715083798882681,0.863808507522022,0.006909403846321225,RandomForestClassifier,5-7,"[None, None, False]",12,9,130,
445,0.21853168805440268,0.001579146092287793,0.016226450602213543,0.0002688957366974118,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8491620111731844,0.8715083798882681,0.8600736509530685,0.009130362000341693,RandomForestClassifier,5-7,"[None, None, False]",12,9,140,
446,0.23198676109313965,0.001760426260707786,0.017139355341593426,0.00030358742668790454,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7303370786516854,0.7536828963795257,0.01654264714220072,304,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",12,9,150,
447,0.2466882069905599,0.0003091190024070675,0.018194278081258137,0.00022200890937111188,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7415730337078652,0.7537245110278818,0.009265032076621363,299,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",12,9,160,
448,0.2647848924001058,0.002040365401444283,0.019910017649332683,0.0007342727217604527,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8770949720670391,0.8600736509530685,0.013689298161835489,RandomForestClassifier,5-7,"[None, None, False]",12,9,170,
449,0.279923677444458,0.0013048806021972827,0.02000848452250163,0.0001598301362121469,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",12,9,180,
450,0.2951021194458008,0.0008086143173541078,0.021402835845947266,8.903202274070805e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.7415730337078652,0.7611319184352893,0.01492336336000091,249,0.8595505617977528,0.8435754189944135,0.8715083798882681,0.8582114535601448,0.011442828444879809,RandomForestClassifier,5-7,"[None, None, False]",12,9,190,
451,0.3124825159708659,0.002011436080209444,0.022520939509073894,0.0004415253032457337,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7415730337078652,0.7648772367873491,0.01651005778183717,235,0.8595505617977528,0.8435754189944135,0.8659217877094972,0.8563492561672211,0.009399514774450642,RandomForestClassifier,5-7,"[None, None, False]",12,9,200,
452,0.33123207092285156,0.003253134084696069,0.024081865946451824,0.0008126577932199227,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8435754189944135,0.8715083798882681,0.8563387943841149,0.011529815303827769,RandomForestClassifier,5-7,"[None, None, False]",12,9,210,
453,0.34273743629455566,0.004722297146104064,0.024593591690063477,9.485883996142999e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8324022346368715,0.8659217877094972,0.8507522022053439,0.013867858092328116,RandomForestClassifier,5-7,"[None, None, False]",12,9,220,
454,0.3568130334218343,0.0025517205468998244,0.026338974634806316,0.001525830182814204,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8324022346368715,0.8659217877094972,0.8507522022053439,0.013867858092328116,RandomForestClassifier,5-7,"[None, None, False]",12,9,230,
455,0.3721335728963216,0.0017289853805618246,0.026383638381958008,0.0003798356422376571,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.7415730337078652,0.7574282147315855,0.011262280161142476,264,0.8539325842696629,0.8379888268156425,0.8659217877094972,0.8526143995982675,0.011441613644800612,RandomForestClassifier,5-7,"[None, None, False]",12,9,240,
456,0.016119639078776043,6.446547206972084e-05,0.002410332361857096,3.690194539723312e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7222222222222222,0.7865168539325843,0.7191011235955056,0.7426133999167707,0.031070567745573596,327,0.8089887640449438,0.8268156424581006,0.7932960893854749,0.8097001652961731,0.013693542963804269,RandomForestClassifier,5-7,"[None, None, False]",12,12,10,
457,0.031489054361979164,0.0003219443878930497,0.0036612351735432944,0.0001851594495158229,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.7640449438202247,0.7415730337078652,0.7315022888056596,0.031497863158998225,345,0.7752808988764045,0.7988826815642458,0.7821229050279329,0.7854288284895277,0.009914900704208243,RandomForestClassifier,5-7,"[None, None, False]",12,12,20,
458,0.047161261240641274,0.0005262421172083076,0.004558245340983073,0.00010516833030970605,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7,0.7752808988764045,0.7078651685393258,0.7277153558052435,0.03378684048342747,361,0.7865168539325843,0.8268156424581006,0.7821229050279329,0.7984851338062059,0.020112848084420726,RandomForestClassifier,5-7,"[None, None, False]",12,12,30,
459,0.06317996978759766,0.0017197649673524821,0.006190141042073567,0.00016139010541745653,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7,0.7865168539325843,0.6741573033707865,0.7202247191011235,0.0480482160449398,375,0.7808988764044944,0.8100558659217877,0.7597765363128491,0.7835770928797104,0.020613626223078108,RandomForestClassifier,5-7,"[None, None, False]",12,12,40,
460,0.07682005564371745,0.0005110750632175404,0.006662289301554362,0.00016470339382280926,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7,0.7752808988764045,0.6853932584269663,0.7202247191011236,0.039384653723934876,372,0.797752808988764,0.8324022346368715,0.7597765363128491,0.7966438599794948,0.029659684648715153,RandomForestClassifier,5-7,"[None, None, False]",12,12,50,
461,0.09170158704121907,0.0003826390332587536,0.007592678070068359,0.00014326172799982527,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.797752808988764,0.8212290502793296,0.7541899441340782,0.7910572678007238,0.027775086462981224,RandomForestClassifier,5-7,"[None, None, False]",12,12,60,
462,0.10919769605000813,0.0023592201387618405,0.008635441462198893,3.1777021957921915e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7,0.7415730337078652,0.6966292134831461,0.7127340823970038,0.020438597227928484,395,0.797752808988764,0.8100558659217877,0.776536312849162,0.7947816625865712,0.013844635369090063,RandomForestClassifier,5-7,"[None, None, False]",12,12,70,
463,0.12297614415486653,0.0003672187594605607,0.009616692860921225,8.623797715554712e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7865168539325843,0.8156424581005587,0.770949720670391,0.7910363442345113,0.018523490297320443,RandomForestClassifier,5-7,"[None, None, False]",12,12,80,
464,0.1383496125539144,0.003099692226525092,0.01082611083984375,0.00010600184049659805,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7,0.7415730337078652,0.7078651685393258,0.7164794007490637,0.01803206459507228,387,0.797752808988764,0.8100558659217877,0.7653631284916201,0.791057267800724,0.018849984944309294,RandomForestClassifier,5-7,"[None, None, False]",12,12,90,
465,0.15177297592163086,0.00025176211727630064,0.011722962061564127,0.00018945276307895398,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.797752808988764,0.8100558659217877,0.7653631284916201,0.791057267800724,0.018849984944309294,RandomForestClassifier,5-7,"[None, None, False]",12,12,100,
466,0.16737071673075357,0.001923597269727301,0.012953042984008789,0.0006097233725894759,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.797752808988764,0.7988826815642458,0.776536312849162,0.7910572678007238,0.010278221394066658,RandomForestClassifier,5-7,"[None, None, False]",12,12,110,
467,0.18294024467468262,0.0013874212790632259,0.01381842295328776,0.00042469076750145326,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.797752808988764,0.7988826815642458,0.776536312849162,0.7910572678007238,0.010278221394066658,RandomForestClassifier,5-7,"[None, None, False]",12,12,120,
468,0.19976131121317545,0.002661892347855865,0.014834324518839518,0.0003134541769896588,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.8033707865168539,0.8044692737430168,0.770949720670391,0.792929926976754,0.015548821402263189,RandomForestClassifier,5-7,"[None, None, False]",12,12,130,
469,0.21413381894429526,0.0024013655029189616,0.016220251719156902,0.0004553090091468479,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.797752808988764,0.8044692737430168,0.776536312849162,0.7929194651936475,0.011904718539462903,RandomForestClassifier,5-7,"[None, None, False]",12,12,140,
470,0.2310039202372233,0.0005555760787389232,0.018816471099853516,0.0028231780378151785,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7,0.7415730337078652,0.6741573033707865,0.7052434456928839,0.02777097365081145,454,0.7921348314606742,0.7988826815642458,0.776536312849162,0.789184608624694,0.009358344218719925,RandomForestClassifier,5-7,"[None, None, False]",12,12,150,
471,0.24408404032389322,0.00019100868253110048,0.01802961031595866,0.00011520549774405636,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.7921348314606742,0.8044692737430168,0.776536312849162,0.7910468060176177,0.011429506422645987,RandomForestClassifier,5-7,"[None, None, False]",12,12,160,
472,0.25867335001627606,0.0014886614799037633,0.01873048146565755,0.000409199326028149,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7,0.7415730337078652,0.6853932584269663,0.7089887640449438,0.023799722644670066,432,0.7808988764044944,0.8044692737430168,0.7877094972067039,0.791025882451405,0.009904198301474968,RandomForestClassifier,5-7,"[None, None, False]",12,12,170,
473,0.27750364939371747,0.0015333930698663027,0.019994417826334637,0.00022103946925207342,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7752808988764045,0.8044692737430168,0.7988826815642458,0.7928776180612224,0.012650056589991451,RandomForestClassifier,5-7,"[None, None, False]",12,12,180,
474,0.2910319169362386,0.002834602603646938,0.022681713104248047,0.001447666002833474,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7696629213483146,0.8100558659217877,0.7988826815642458,0.792867156278116,0.017030118441161184,RandomForestClassifier,5-7,"[None, None, False]",12,12,190,
475,0.30579233169555664,0.002050254201156648,0.02226869265238444,0.00023478281598495466,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7752808988764045,0.8044692737430168,0.7988826815642458,0.7928776180612224,0.012650056589991451,RandomForestClassifier,5-7,"[None, None, False]",12,12,200,
476,0.3200448354085286,0.0011821675741045489,0.02313518524169922,0.00020683339640818047,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7696629213483146,0.8044692737430168,0.7988826815642458,0.7910049588851923,0.015262468732419014,RandomForestClassifier,5-7,"[None, None, False]",12,12,210,
477,0.33518242835998535,0.0013824454277773077,0.02441724141438802,0.0010889301750842283,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7640449438202247,0.8044692737430168,0.7988826815642458,0.7891322997091624,0.017885451670126392,RandomForestClassifier,5-7,"[None, None, False]",12,12,220,
478,0.34727128346761066,0.0006234050097832617,0.025641759236653645,0.001017144242117927,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6741573033707865,0.7089471493965877,0.02756485953706121,447,0.7696629213483146,0.8044692737430168,0.7877094972067039,0.7872805640993451,0.014212870445808127,RandomForestClassifier,5-7,"[None, None, False]",12,12,230,
479,0.36057313283284503,0.0034815635806586505,0.026484330495198567,0.0008596431373487665,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7111111111111111,0.7415730337078652,0.6853932584269663,0.7126924677486476,0.022962539120117434,398,0.7808988764044944,0.7988826815642458,0.7877094972067039,0.7891636850584813,0.007413515078879839,RandomForestClassifier,5-7,"[None, None, False]",12,12,240,
0,0.08521771430969238,0.00012559674110755297,0.005904197692871094,3.280371647615053e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.7444444444444445,0.7415730337078652,0.6741573033707865,0.7200582605076987,0.03247804026793104,18,0.7640449438202247,0.8044692737430168,0.7318435754189944,0.7667859309940787,0.029712598588010918,AdaBoostClassifier,5-7,"[None, None, False]",,,30,
1,0.1137830416361491,0.0004128548132360354,0.007402102152506511,0.00015397660961624234,42,"{'n_estimators': 40, 'random_state': 42}",0.6888888888888889,0.6853932584269663,0.651685393258427,0.6753225135247606,0.0167747816467741,21,0.7584269662921348,0.7541899441340782,0.7486033519553073,0.7537400874605068,0.004023069137673254,AdaBoostClassifier,5-7,"[None, None, False]",,,40,
2,0.14273913701375326,0.0011938388489489973,0.009064118067423502,8.730034856203355e-05,42,"{'n_estimators': 50, 'random_state': 42}",0.7,0.651685393258427,0.6741573033707865,0.6752808988764044,0.019740350491542196,22,0.7640449438202247,0.7262569832402235,0.7877094972067039,0.759337141422384,0.025307777734166415,AdaBoostClassifier,5-7,"[None, None, False]",,,50,
3,0.17029913266499838,0.0011618341680103919,0.010537465413411459,7.573992854806426e-05,42,"{'n_estimators': 60, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.6853932584269663,0.720099875156055,0.02477075021270593,17,0.848314606741573,0.7486033519553073,0.7988826815642458,0.7986002134203755,0.040707439319712616,AdaBoostClassifier,5-7,"[None, None, False]",,,60,
4,0.19842743873596191,0.0007454150679698756,0.012178818384806315,1.3050498640965363e-05,42,"{'n_estimators': 70, 'random_state': 42}",0.7222222222222222,0.7303370786516854,0.6741573033707865,0.7089055347482313,0.024793042190811427,20,0.8314606741573034,0.8435754189944135,0.8156424581005587,0.8302261837507586,0.011436944551096782,AdaBoostClassifier,5-7,"[None, None, False]",,,70,
5,0.23047852516174316,0.0017248292317463094,0.013985395431518555,0.00018920593602150078,42,"{'n_estimators': 80, 'random_state': 42}",0.7444444444444445,0.7303370786516854,0.6853932584269663,0.7200582605076987,0.02517937276615609,18,0.8314606741573034,0.8491620111731844,0.8156424581005587,0.8320883811436821,0.013691496669897064,AdaBoostClassifier,5-7,"[None, None, False]",,,80,
6,0.2589368025461833,0.00150400119522519,0.0154264767964681,0.00018040062570342266,42,"{'n_estimators': 90, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.6741573033707865,0.7238035788597585,0.035270912499903995,16,0.7808988764044944,0.8547486033519553,0.7932960893854749,0.8096478563806415,0.03229015077338394,AdaBoostClassifier,5-7,"[None, None, False]",,,90,
7,0.28559311230977374,0.0007295630942554688,0.017352501551310223,0.0004198157556011303,42,"{'n_estimators': 100, 'random_state': 42}",0.7666666666666667,0.7415730337078652,0.7078651685393258,0.7387016229712859,0.024091323406550704,12,0.8595505617977528,0.8659217877094972,0.8156424581005587,0.847038269202603,0.0223520445891206,AdaBoostClassifier,5-7,"[None, None, False]",,,100,
8,0.31828991572062176,0.003118321493040629,0.019173224767049152,0.000634528143865902,42,"{'n_estimators': 110, 'random_state': 42}",0.7222222222222222,0.7640449438202247,0.6966292134831461,0.727632126508531,0.02778693305027493,14,0.8595505617977528,0.88268156424581,0.8044692737430168,0.8489004665955265,0.03280608675521146,AdaBoostClassifier,5-7,"[None, None, False]",,,110,
9,0.3434430758158366,0.00302743884413545,0.02024078369140625,0.00026253043350627257,42,"{'n_estimators': 120, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.6629213483146067,0.7275072825634624,0.04580047019682368,15,0.8932584269662921,0.8938547486033519,0.8435754189944135,0.8768961981880191,0.023562606596405754,AdaBoostClassifier,5-7,"[None, None, False]",,,120,
10,0.3738396962483724,0.004090251146985364,0.02214193344116211,0.000993088243905653,42,"{'n_estimators': 130, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7078651685393258,0.746233874323762,0.028300653466669965,7,0.898876404494382,0.8994413407821229,0.8491620111731844,0.8824932521498964,0.023569874940101525,AdaBoostClassifier,5-7,"[None, None, False]",,,130,
11,0.3993543783823649,0.0026264022820301947,0.024132410685221355,0.0015170488361964042,42,"{'n_estimators': 140, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7191011235955056,0.746233874323762,0.0194962740002348,7,0.8707865168539326,0.888268156424581,0.8603351955307262,0.8731299562697467,0.011523348972010352,AdaBoostClassifier,5-7,"[None, None, False]",,,140,
12,0.43010179201761883,0.004314430988310467,0.025508960088094074,0.0006822442335192634,42,"{'n_estimators': 150, 'random_state': 42}",0.7666666666666667,0.7640449438202247,0.6741573033707865,0.7349563046192259,0.04300470727937193,13,0.8707865168539326,0.8938547486033519,0.888268156424581,0.8843031406272885,0.009826048433146578,AdaBoostClassifier,5-7,"[None, None, False]",,,150,
13,0.45537296930948895,0.003736316779884234,0.02643283208211263,0.00026712276399048476,42,"{'n_estimators': 160, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.6853932584269663,0.7424053266749896,0.040701593961943554,9,0.8820224719101124,0.8994413407821229,0.8435754189944135,0.8750130772288829,0.02333950891579274,AdaBoostClassifier,5-7,"[None, None, False]",,,160,
14,0.48610568046569824,0.0007952949333899456,0.027795712153116863,0.0002636787566175035,42,"{'n_estimators': 170, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.6966292134831461,0.7387432376196421,0.029980112296922237,11,0.8539325842696629,0.8994413407821229,0.8379888268156425,0.8637875839558093,0.02603771152656059,AdaBoostClassifier,5-7,"[None, None, False]",,,170,
15,0.5125758647918701,0.002545702637894172,0.030022462209065754,0.0007495889816703929,42,"{'n_estimators': 180, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.7415730337078652,0.753766125676238,0.015258338688413097,2,0.8426966292134831,0.8938547486033519,0.888268156424581,0.8749398447471387,0.022913187091066173,AdaBoostClassifier,5-7,"[None, None, False]",,,180,
16,0.5417219003041586,0.0020313639437082214,0.03164879480997721,0.0007246734269698681,42,"{'n_estimators': 190, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7191011235955056,0.7537245110278818,0.027552794380572624,4,0.8764044943820225,0.888268156424581,0.8659217877094972,0.8768648128387002,0.009128671626576247,AdaBoostClassifier,5-7,"[None, None, False]",,,190,
17,0.5735893249511719,0.003931628381569473,0.03303201993306478,0.00016440504981469545,42,"{'n_estimators': 200, 'random_state': 42}",0.7333333333333333,0.7752808988764045,0.7415730337078652,0.7500624219725344,0.018146658986873045,6,0.8876404494382022,0.9050279329608939,0.8938547486033519,0.8955077103341494,0.0071939955368153854,AdaBoostClassifier,5-7,"[None, None, False]",,,200,
18,0.6044443448384603,0.0019210583418087799,0.0343771775563558,0.0002565491251411412,42,"{'n_estimators': 210, 'random_state': 42}",0.7222222222222222,0.7528089887640449,0.7415730337078652,0.7388680815647107,0.012632633571918876,10,0.8820224719101124,0.888268156424581,0.9050279329608939,0.8917728537651958,0.00971339237433693,AdaBoostClassifier,5-7,"[None, None, False]",,,210,
19,0.6247876485188802,0.0007038679185859837,0.03567004203796387,0.0005416446152066405,42,"{'n_estimators': 220, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.7528089887640449,0.753766125676238,0.008030441135516873,2,0.898876404494382,0.888268156424581,0.8770949720670391,0.8880798443286674,0.008893229474561962,AdaBoostClassifier,5-7,"[None, None, False]",,,220,
20,0.6497745513916016,0.00520631273658475,0.037864367167154946,0.0014517209761916027,42,"{'n_estimators': 230, 'random_state': 42}",0.7222222222222222,0.7640449438202247,0.7640449438202247,0.7501040366208905,0.019715420033083096,5,0.8876404494382022,0.888268156424581,0.88268156424581,0.886196723369531,0.002498767931601059,AdaBoostClassifier,5-7,"[None, None, False]",,,230,
21,0.6794411341349283,0.003364152389118783,0.03948585192362467,0.0006704638305102378,42,"{'n_estimators': 240, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,1,0.8820224719101124,0.8994413407821229,0.9050279329608939,0.8954972485510431,0.009797268571229579,AdaBoostClassifier,5-7,"[None, None, False]",,,240,
0,0.3369567394256592,0.0022019200073852066,0.0016262531280517578,4.979049185306501e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8444444444444444,0.8089887640449438,0.8202247191011236,0.8245526425301706,0.014794695199150585,66,0.9662921348314607,0.9664804469273743,0.9832402234636871,0.9720042684075074,0.007945391950883018,GradientBoostingClassifier,5-7,"[None, None, False]",,,30,0.05
1,0.45074232419331867,0.0040691528630655074,0.0017085075378417969,4.110260702383473e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8555555555555555,0.8426966292134831,0.8202247191011236,0.8394923012900541,0.014600634443363616,65,0.9831460674157303,0.9776536312849162,0.994413407821229,0.9850710355072918,0.006976228876307153,GradientBoostingClassifier,5-7,"[None, None, False]",,,40,0.05
2,0.5570465723673502,0.004432593505510881,0.0018156369527180989,3.551361026341722e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8202247191011236,0.843237619642114,0.016286061574873268,64,0.9943820224719101,0.9888268156424581,1.0,0.9944029460381228,0.00456145740735144,GradientBoostingClassifier,5-7,"[None, None, False]",,,50,0.05
3,0.6762769222259521,0.007130034352895792,0.0018455187479654949,7.496746930928738e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8314606741573034,0.8506450270495215,0.019726484617849746,61,0.9943820224719101,0.9888268156424581,1.0,0.9944029460381228,0.00456145740735144,GradientBoostingClassifier,5-7,"[None, None, False]",,,60,0.05
4,0.7814408938090006,0.0032984985173025445,0.0018953482309977214,3.490170772964268e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8202247191011236,0.8468997086974616,0.023683159257456617,62,1.0,0.9888268156424581,1.0,0.9962756052141527,0.005267089617776884,GradientBoostingClassifier,5-7,"[None, None, False]",,,70,0.05
5,0.9065265655517578,0.007262830225194914,0.0021315415700276694,7.598295340074811e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.8777777777777778,0.8539325842696629,0.8089887640449438,0.8468997086974616,0.028519912420325505,62,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,80,0.05
6,1.0192410151163738,0.008010603611764002,0.002059777577718099,4.801371087072123e-06,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.8777777777777778,0.8539325842696629,0.8314606741573034,0.8543903454015812,0.018911648630546223,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,90,0.05
7,1.130722443262736,0.0052254375078897575,0.002104520797729492,2.861618933591264e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.8314606741573034,0.8543487307532253,0.024850601126647692,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,100,0.05
8,1.24769393603007,0.013326406895239328,0.002154270807902018,0.00011412861605798894,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.8888888888888888,0.8539325842696629,0.8314606741573034,0.858094049105285,0.023628913136210353,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,110,0.05
9,1.3539230823516846,0.00842730133515188,0.0022416114807128906,4.6104260159784094e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.8888888888888888,0.8539325842696629,0.8426966292134831,0.8618393674573449,0.019669250600243816,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,120,0.05
10,1.464007298151652,0.007090283905103361,0.002342700958251953,5.724065477219445e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.8777777777777778,0.8539325842696629,0.8539325842696629,0.8618809821057011,0.01124073201886231,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,130,0.05
11,1.5935784975687664,0.0044725076264257625,0.0024101734161376953,5.9021320641278526e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8539325842696629,0.8581356637536413,0.014626942127663103,52,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,140,0.05
12,1.686435302098592,0.00633180020839441,0.002381563186645508,9.305718734247889e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8539325842696629,0.8581356637536413,0.014626942127663103,52,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,150,0.05
13,1.8204085032145183,0.01179184712198668,0.00253446896870931,5.860550900963663e-06,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8539325842696629,0.8581356637536413,0.014626942127663103,52,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,160,0.05
14,1.9276880423227947,0.01834069014475369,0.0025180180867513022,2.388182574904255e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.8666666666666667,0.8426966292134831,0.8539325842696629,0.8544319600499376,0.00979209565599383,58,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,170,0.05
15,2.0530285835266113,0.01280869854420177,0.002639214197794596,7.569964057273646e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.8539325842696629,0.8618393674573449,0.019669250600243816,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,180,0.05
16,2.149219512939453,0.019449948936713847,0.002594470977783203,7.526579124969709e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8539325842696629,0.8581356637536413,0.014626942127663103,52,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,190,0.05
17,2.2533133824666343,0.010711259683377066,0.0027840137481689453,9.10586279163096e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.8777777777777778,0.8539325842696629,0.8651685393258427,0.8656263004577611,0.0097401393658846,44,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,200,0.05
18,2.3869020144144693,0.01514988819910596,0.002840916315714518,5.410590266507408e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8651685393258427,0.8618809821057013,0.014509256137705267,47,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,210,0.05
19,2.506373405456543,0.02253041860834747,0.002863645553588867,3.709586741666805e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.8876404494382022,0.8730753225135247,0.02148702562367971,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,220,0.05
20,2.592322746912638,0.013225095469243163,0.0028760433197021484,1.2674363956453335e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.8876404494382022,0.8730753225135247,0.02148702562367971,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,230,0.05
21,2.7031102180480957,0.006059528774965556,0.0029365221659342446,9.73036693027418e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.8876404494382022,0.8730753225135247,0.02148702562367971,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,240,0.05
22,0.33407068252563477,0.0006783934112718925,0.0015687942504882812,3.249672345939035e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8666666666666667,0.8651685393258427,0.8426966292134831,0.8581772784019975,0.010963544769088746,51,0.9943820224719101,0.9888268156424581,1.0,0.9944029460381228,0.00456145740735144,GradientBoostingClassifier,5-7,"[None, None, False]",,,30,0.1
23,0.45014341672261554,0.0010269393567734267,0.0016662279764811199,3.2773859624168254e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.9,0.8426966292134831,0.8314606741573034,0.8580524344569289,0.030014000763519372,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,40,0.1
24,0.5614135265350342,0.0020032683625173953,0.002052942911783854,0.0003535914097408797,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.8888888888888888,0.8539325842696629,0.8539325842696629,0.8655846858094048,0.016478560027651534,46,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,50,0.1
25,0.6838805675506592,0.0031470769519664965,0.001913309097290039,0.0001601622833347236,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.8888888888888888,0.8539325842696629,0.8651685393258427,0.8693300041614648,0.014571070661682546,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,60,0.1
26,0.7980538209279379,0.005063348708373947,0.0018997987111409504,2.9912005027078615e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.8777777777777778,0.8539325842696629,0.8764044943820225,0.869371618809821,0.010931432277928687,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,70,0.1
27,0.9133280913035074,0.003546854687305636,0.001978715260823568,5.283516855762425e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8764044943820225,0.8656263004577611,0.016223416088055505,44,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,80,0.1
28,1.0230906009674072,0.0026085825745309696,0.0020537376403808594,3.294377708313241e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.8777777777777778,0.8539325842696629,0.8764044943820225,0.869371618809821,0.010931432277928687,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,90,0.1
29,1.1379546324412029,0.0047233710640190675,0.0022376378377278647,0.00010911175037228408,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.8777777777777778,0.8539325842696629,0.8764044943820225,0.869371618809821,0.010931432277928687,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,100,0.1
30,1.2479805946350098,0.0021541696210688305,0.0022532145182291665,4.305214330157022e-05,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8876404494382022,0.869371618809821,0.019287031489991526,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,110,0.1
31,1.3626765410105388,0.005107733104157137,0.0023718674977620444,6.066096276864536e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.8876404494382022,0.869371618809821,0.019287031489991526,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,120,0.1
32,1.476168950398763,0.004880821998931459,0.002404928207397461,0.0001537910107545074,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.898876404494382,0.873116937161881,0.023170877757624542,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,130,0.1
33,1.587609052658081,0.005680467742836041,0.002306222915649414,6.206611559435479e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.8777777777777778,0.8426966292134831,0.898876404494382,0.873116937161881,0.023170877757624542,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,140,0.1
34,1.7068504492441814,0.012874521076171564,0.0024781227111816406,6.352889606100474e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.898876404494382,0.8768206408655846,0.024471394803144673,25,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,150,0.1
35,1.8204851150512695,0.0026969444573495954,0.002511739730834961,5.400097483538631e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.8876404494382022,0.8730753225135247,0.02148702562367971,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,160,0.1
36,1.9225233395894368,0.0024747322769477042,0.0025668938954671225,4.00374455197337e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.8876404494382022,0.8730753225135247,0.02148702562367971,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,170,0.1
37,2.023158152898153,0.010717667863917145,0.0024864673614501953,5.3707191759324395e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.8876404494382022,0.8730753225135247,0.02148702562367971,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,180,0.1
38,2.139441887537638,0.012469494744339872,0.0027190844217936196,5.631133020629305e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.8888888888888888,0.8426966292134831,0.898876404494382,0.8768206408655846,0.024471394803144673,25,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,190,0.1
39,2.2619740962982178,0.004204893930766601,0.002740144729614258,4.440264671594294e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.8888888888888888,0.8314606741573034,0.898876404494382,0.8730753225135247,0.029707146562754437,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,200,0.1
40,2.3750298023223877,0.0029067833657319343,0.0027653376261393228,5.066692430817264e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.8666666666666667,0.8426966292134831,0.898876404494382,0.8694132334581773,0.02301737763094435,37,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,210,0.1
41,2.4875049591064453,0.010155968993331056,0.0028193791707356772,0.00012523813246954047,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.8888888888888888,0.8539325842696629,0.898876404494382,0.8805659592176446,0.01926897528554344,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,220,0.1
42,2.5967419147491455,0.012325080628547846,0.0030547777811686196,0.00026411795500016095,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.8888888888888888,0.8539325842696629,0.898876404494382,0.8805659592176446,0.01926897528554344,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,230,0.1
43,2.7140278021494546,0.017224998650928875,0.002986351648966471,0.00010340686503432811,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.898876404494382,0.8731585518102372,0.018913754671066783,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,240,0.1
44,0.3439627488454183,0.00035226963403190727,0.001558542251586914,5.360584301980653e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9,0.9101123595505618,0.8764044943820225,0.8955056179775281,0.014123376505591602,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,30,0.5
45,0.4556256930033366,0.002709227686719228,0.001685778299967448,2.457009849741427e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.9,0.9101123595505618,0.8764044943820225,0.8955056179775281,0.014123376505591602,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,40,0.5
46,0.5687119166056315,0.001516926317703377,0.0018423398335774739,0.0001357823054704138,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9,0.9101123595505618,0.8876404494382022,0.8992509363295881,0.00918939636433358,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,50,0.5
47,0.6765201886494955,0.0037818341223221173,0.0018454392751057942,3.157543828796137e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9,0.8764044943820225,0.8876404494382022,0.8880149812734083,0.009636464666867867,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,60,0.5
48,0.7910855611165365,0.0013529723297504256,0.001936515172322591,4.125598350559281e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.8888888888888888,0.8764044943820225,0.898876404494382,0.8880565959217644,0.00919297629395525,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,70,0.5
49,0.9111364682515463,0.004473247903092909,0.001958131790161133,7.752552004729493e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.8666666666666667,0.8876404494382022,0.898876404494382,0.8843945068664171,0.013348380928463056,6,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,80,0.5
50,1.0273442268371582,0.0013073231842874273,0.002074162165323893,1.690400989936568e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.8666666666666667,0.8764044943820225,0.898876404494382,0.880649188514357,0.013487769124663651,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,90,0.5
51,1.111350138982137,0.04556097608401605,0.0022481282552083335,4.6529034834214995e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,100,0.5
52,1.1186232566833496,0.03850766274043418,0.002137422561645508,9.066178007999202e-06,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,110,0.5
53,1.1245169639587402,0.045623356393896836,0.0022706190745035806,7.160641375727882e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,120,0.5
54,1.1460065841674805,0.036665096428902755,0.002161105473836263,6.153858129338892e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,130,0.5
55,1.1607969601949055,0.04264916556992802,0.0021768411000569663,1.281904863830257e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,140,0.5
56,1.166689395904541,0.03905156428432332,0.002289930979410807,0.00010453403321405497,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,150,0.5
57,1.1755859851837158,0.03777015366199026,0.0022011597951253257,4.052336624139774e-06,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,160,0.5
58,1.200596809387207,0.029967403080777846,0.0022645791371663413,2.6040674401169486e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,170,0.5
59,1.2432905832926433,0.052593294786890815,0.002351522445678711,6.706840774094786e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,180,0.5
60,1.2497248649597168,0.04129642016190703,0.0023154417673746743,6.0790140546182e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,190,0.5
61,1.2642045815785725,0.04841608773371314,0.002324978510538737,2.0088877772788128e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,200,0.5
62,1.2648556232452393,0.0496663203012081,0.002328634262084961,1.8258359833576293e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,210,0.5
63,1.274229923884074,0.041557271706859196,0.0023467540740966797,1.772333864216404e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,220,0.5
64,1.288089434305827,0.03873977525694505,0.00237123171488444,3.756301338862252e-06,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,230,0.5
65,1.3052334785461426,0.03140407385952722,0.0024290879567464194,4.135323499896237e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.898876404494382,0.8806075738660009,0.01390589450510821,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[None, None, False]",,,240,0.5
0,0.007160266240437825,0.0006816493037580655,0.0009482701619466146,8.947154644466993e-05,42,{'random_state': 42},0.8409090909090909,0.896551724137931,0.8505747126436781,0.8626785092302334,0.02427484400246938,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-14,"[None, None, False]",,,,
0,0.01641368865966797,0.0005065143468071465,0.002439419428507487,1.3295027977232578e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7613636363636364,0.8390804597701149,0.8275862068965517,0.8093434343434343,0.03424981968728228,257,0.8333333333333334,0.8857142857142857,0.8285714285714286,0.8492063492063493,0.02588810544492074,RandomForestClassifier,5-14,"[None, None, False]",3,1,10,
1,0.03184064229329427,0.00031708023758298743,0.003653446833292643,0.00018912814165711353,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8850574712643678,0.8359892023685127,0.03490245427906773,217,0.8505747126436781,0.8685714285714285,0.8914285714285715,0.870191570881226,0.016717816648354505,RandomForestClassifier,5-14,"[None, None, False]",3,1,20,
2,0.04927873611450195,0.001754080307466974,0.0045519669850667315,2.789757744501245e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8068181818181818,0.7816091954022989,0.8505747126436781,0.8130006966213862,0.028492434774417177,255,0.8505747126436781,0.8457142857142858,0.8857142857142857,0.8606677613574165,0.017821377130727407,RandomForestClassifier,5-14,"[None, None, False]",3,1,30,
3,0.06448507308959961,0.0011023372322198656,0.005902528762817383,0.00035029474784235046,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8505747126436781,0.8206635318704284,0.021169816327932533,222,0.8563218390804598,0.88,0.8857142857142857,0.8740120415982485,0.01272453572555546,RandomForestClassifier,5-14,"[None, None, False]",3,1,40,
4,0.07844893137613933,0.0004027086870701402,0.0066776275634765625,7.461879428043877e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8505747126436781,0.8168756530825497,0.024119415215320742,227,0.8620689655172413,0.8742857142857143,0.88,0.8721182266009851,0.007479037440431287,RandomForestClassifier,5-14,"[None, None, False]",3,1,50,
5,0.09502760569254558,0.002346798608780137,0.007616360982259114,7.236107525754368e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8505747126436781,0.8168756530825497,0.024119415215320742,227,0.8620689655172413,0.88,0.88,0.8740229885057471,0.00845277071763232,RandomForestClassifier,5-14,"[None, None, False]",3,1,60,
6,0.10956406593322754,0.0002119035574703316,0.00875544548034668,0.0001077646702778828,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8505747126436781,0.8206635318704284,0.021169816327932533,222,0.867816091954023,0.88,0.8857142857142857,0.8778434592227695,0.007464330113406913,RandomForestClassifier,5-14,"[None, None, False]",3,1,70,
7,0.123199462890625,0.0009526885620395589,0.010188659032185873,0.0006426170914294785,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8505747126436781,0.8168321142459073,0.02450776324635577,231,0.867816091954023,0.8685714285714285,0.8857142857142857,0.8740339354132457,0.008265009405828536,RandomForestClassifier,5-14,"[None, None, False]",3,1,80,
8,0.14205733935038248,0.004050687629765277,0.011202335357666016,0.00041752550646011595,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8620689655172413,0.8168756530825497,0.03197090897571987,227,0.867816091954023,0.8742857142857143,0.88,0.8740339354132458,0.004977244771201034,RandomForestClassifier,5-14,"[None, None, False]",3,1,90,
9,0.1542496681213379,0.0005019513494176876,0.011817693710327148,0.00011833169884030709,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8620689655172413,0.8130442354580284,0.0351235110958583,254,0.8620689655172413,0.8742857142857143,0.8742857142857143,0.8702134646962234,0.005759030598826444,RandomForestClassifier,5-14,"[None, None, False]",3,1,100,
10,0.17392746607462564,0.0009076780017507196,0.01345968246459961,0.0007622502860141887,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8563218390804598,0.8742857142857143,0.88,0.8702025177887247,0.010088547842568218,RandomForestClassifier,5-14,"[None, None, False]",3,1,110,
11,0.18844938278198242,0.0036632013896898295,0.014734665552775065,0.001210695230985575,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.867816091954023,0.8742857142857143,0.88,0.8740339354132458,0.004977244771201034,RandomForestClassifier,5-14,"[None, None, False]",3,1,120,
12,0.20381434758504233,0.0023366030873415563,0.014985005060831705,0.0002569751446776009,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8505747126436781,0.8092128178335075,0.029788456223096744,271,0.867816091954023,0.8742857142857143,0.8857142857142857,0.8759386973180078,0.007399801783325633,RandomForestClassifier,5-14,"[None, None, False]",3,1,130,
13,0.21983790397644043,0.002679082722761445,0.016538699467976887,0.00038015996739549626,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.867816091954023,0.8742857142857143,0.8857142857142857,0.8759386973180078,0.007399801783325633,RandomForestClassifier,5-14,"[None, None, False]",3,1,140,
14,0.2376244862874349,0.005812655064818564,0.01763161023457845,0.0005087976241659695,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.867816091954023,0.8742857142857143,0.8857142857142857,0.8759386973180078,0.007399801783325633,RandomForestClassifier,5-14,"[None, None, False]",3,1,150,
15,0.2574621836344401,0.00552838457843415,0.019046624501546223,0.0006907380389129589,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8620689655172413,0.8685714285714285,0.8857142857142857,0.8721182266009851,0.009973636047167502,RandomForestClassifier,5-14,"[None, None, False]",3,1,160,
16,0.2666320006052653,0.005142064847127965,0.019998868306477863,0.0012777848597413021,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8735632183908046,0.8685714285714285,0.8914285714285715,0.8778544061302682,0.009812337949726071,RandomForestClassifier,5-14,"[None, None, False]",3,1,170,
17,0.2793578306833903,0.002099185173313471,0.02039790153503418,0.00032606615100220273,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.867816091954023,0.8685714285714285,0.8914285714285715,0.8759386973180078,0.010957334935169661,RandomForestClassifier,5-14,"[None, None, False]",3,1,180,
18,0.29680951436360675,0.004741272476500642,0.021163463592529297,0.0002700776366705317,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8735632183908046,0.8685714285714285,0.8914285714285715,0.8778544061302682,0.009812337949726071,RandomForestClassifier,5-14,"[None, None, False]",3,1,190,
19,0.31111399332682294,0.003213522689620972,0.022180716196695965,0.00027047711855507573,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.867816091954023,0.8685714285714285,0.8914285714285715,0.8759386973180078,0.010957334935169661,RandomForestClassifier,5-14,"[None, None, False]",3,1,200,
20,0.3280816078186035,0.0034131453920379687,0.02312755584716797,0.0002835544413300279,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.867816091954023,0.8628571428571429,0.8857142857142857,0.8721291735084838,0.009817136353320535,RandomForestClassifier,5-14,"[None, None, False]",3,1,210,
21,0.3369737466176351,0.0009195613552774263,0.026528358459472656,0.003682855770939275,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8735632183908046,0.8628571428571429,0.8857142857142857,0.8740448823207444,0.009337603011623211,RandomForestClassifier,5-14,"[None, None, False]",3,1,220,
22,0.3540950616200765,0.0072022590333989615,0.026575326919555664,0.0009829605270331506,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.867816091954023,0.8628571428571429,0.8857142857142857,0.8721291735084838,0.009817136353320535,RandomForestClassifier,5-14,"[None, None, False]",3,1,230,
23,0.3753037452697754,0.006604637399124275,0.02826658884684245,0.0015716003013369643,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.867816091954023,0.8514285714285714,0.8857142857142857,0.86831964969896,0.014001612498143969,RandomForestClassifier,5-14,"[None, None, False]",3,1,240,
24,0.016297022501627605,0.00020244815261911048,0.0024509429931640625,2.765929548345959e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.8275862068965517,0.8130877742946708,0.020503880018732188,253,0.8505747126436781,0.8457142857142858,0.8342857142857143,0.8435249042145593,0.006827781991732751,RandomForestClassifier,5-14,"[None, None, False]",3,3,10,
25,0.031732400258382164,0.00030012220218846817,0.0034837722778320312,6.055112230284993e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.896551724137931,0.8359892023685127,0.042833763286326154,217,0.867816091954023,0.8285714285714286,0.8857142857142857,0.8607006020799125,0.023864886028412396,RandomForestClassifier,5-14,"[None, None, False]",3,3,20,
26,0.046866257985432945,0.0005200543508993187,0.0044858455657958984,0.0001062139829608323,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8505747126436781,0.8168756530825497,0.024119415215320742,227,0.8620689655172413,0.8285714285714286,0.88,0.8568801313628899,0.021313806006232037,RandomForestClassifier,5-14,"[None, None, False]",3,3,30,
27,0.06200496355692545,0.0003001626681219962,0.005610545476277669,6.383961376863055e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8390804597701149,0.8053814002089864,0.024490044113144913,289,0.8275862068965517,0.8285714285714286,0.8857142857142857,0.8472906403940886,0.027172597167077282,RandomForestClassifier,5-14,"[None, None, False]",3,3,40,
28,0.07799760500590007,0.0010913286651943468,0.0065155824025472,3.1773444113580264e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8505747126436781,0.8092128178335075,0.029788456223096744,271,0.8448275862068966,0.8342857142857143,0.8857142857142857,0.8549425287356321,0.022180449898737933,RandomForestClassifier,5-14,"[None, None, False]",3,3,50,
29,0.09247835477193196,0.0008333115173864117,0.0075225035349528,5.6277671845455595e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8390804597701149,0.8015499825844653,0.02848305235804094,325,0.8505747126436781,0.8342857142857143,0.88,0.8549534756431307,0.018917877852195234,RandomForestClassifier,5-14,"[None, None, False]",3,3,60,
30,0.10922408103942871,0.001677666221685566,0.008841673533121744,0.0001974478528772033,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8620689655172413,0.8244949494949495,0.026584301678906474,220,0.8505747126436781,0.8514285714285714,0.8914285714285715,0.8644772851669403,0.01906062506973341,RandomForestClassifier,5-14,"[None, None, False]",3,3,70,
31,0.12402812639872234,0.0011319612035120506,0.011363585789998373,0.002204063322305075,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8068181818181818,0.7816091954022989,0.8505747126436781,0.8130006966213862,0.028492434774417177,255,0.8563218390804598,0.8228571428571428,0.88,0.8530596606458675,0.023442239465212997,RandomForestClassifier,5-14,"[None, None, False]",3,3,80,
32,0.1396810213724772,0.0018183733717636495,0.010605891545613607,6.905427831254427e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8620689655172413,0.8053814002089864,0.04281193975746723,289,0.8563218390804598,0.8228571428571428,0.88,0.8530596606458675,0.023442239465212997,RandomForestClassifier,5-14,"[None, None, False]",3,3,90,
33,0.1557636260986328,0.004534789619540649,0.012593825658162435,0.0006657605438426022,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8563218390804598,0.8571428571428571,0.88,0.8644882320744389,0.010973596365733036,RandomForestClassifier,5-14,"[None, None, False]",3,3,100,
34,0.1697843074798584,0.000626722497945528,0.015673001607259113,0.003951630096933301,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8620689655172413,0.8514285714285714,0.88,0.8644991789819376,0.011790139545853692,RandomForestClassifier,5-14,"[None, None, False]",3,3,110,
35,0.18793209393819174,0.0009797718673369698,0.013847112655639648,9.409069732269103e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8563218390804598,0.8514285714285714,0.8742857142857143,0.8606787082649152,0.009826799299731409,RandomForestClassifier,5-14,"[None, None, False]",3,3,120,
36,0.20475093523661295,0.0038194708874391605,0.015489021937052408,0.0006256715382302641,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.8563218390804598,0.8457142857142858,0.88,0.8606787082649152,0.01433211505299085,RandomForestClassifier,5-14,"[None, None, False]",3,3,130,
37,0.218077023824056,0.004127642252572644,0.015905062357584637,0.00021851010385230712,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8505747126436781,0.8053814002089864,0.033589189587565974,289,0.8620689655172413,0.8457142857142858,0.88,0.8625944170771757,0.014002014748523054,RandomForestClassifier,5-14,"[None, None, False]",3,3,140,
38,0.2333695888519287,0.0015866951268922811,0.017849445343017578,0.0012413849088400786,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.867816091954023,0.84,0.8857142857142857,0.8645101258894362,0.018808615726256698,RandomForestClassifier,5-14,"[None, None, False]",3,3,150,
39,0.24643119176228842,0.002229776348276767,0.018052021662394207,9.980607873791483e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.8620689655172413,0.84,0.8857142857142857,0.8625944170771757,0.018666477155553744,RandomForestClassifier,5-14,"[None, None, False]",3,3,160,
40,0.26110196113586426,0.003250612658099976,0.018993218739827473,0.00023641189523820798,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.8620689655172413,0.8342857142857143,0.8857142857142857,0.8606896551724138,0.02101826765088611,RandomForestClassifier,5-14,"[None, None, False]",3,3,170,
41,0.2739603519439697,0.00027015051984218723,0.02030158042907715,0.0006462992805845939,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.8563218390804598,0.84,0.8857142857142857,0.8606787082649152,0.01891535022866665,RandomForestClassifier,5-14,"[None, None, False]",3,3,180,
42,0.2905750274658203,0.0012730498990662874,0.020787636439005535,0.00023920916240053377,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.8620689655172413,0.8342857142857143,0.8914285714285715,0.8625944170771757,0.02333143237664051,RandomForestClassifier,5-14,"[None, None, False]",3,3,190,
43,0.30583445231119794,0.0016919440758522402,0.02173503239949544,0.00018491215168462202,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.8563218390804598,0.8342857142857143,0.88,0.8568691844553914,0.01866679172240427,RandomForestClassifier,5-14,"[None, None, False]",3,3,200,
44,0.32222986221313477,0.0032915892769318903,0.024230082829793293,0.0009197742860482718,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.8620689655172413,0.8342857142857143,0.8742857142857143,0.8568801313628901,0.01673704473936031,RandomForestClassifier,5-14,"[None, None, False]",3,3,210,
45,0.3353169759114583,0.004048230229477148,0.023903369903564453,0.0006486508013041663,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8275862068965517,0.7938871473354232,0.028176860420572276,345,0.867816091954023,0.8342857142857143,0.8742857142857143,0.8587958401751505,0.017531375808640715,RandomForestClassifier,5-14,"[None, None, False]",3,3,220,
46,0.3512415885925293,0.0034577887926609753,0.02513273557027181,0.00016067553040676917,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8275862068965517,0.7938871473354232,0.028176860420572276,345,0.867816091954023,0.8342857142857143,0.8742857142857143,0.8587958401751505,0.017531375808640715,RandomForestClassifier,5-14,"[None, None, False]",3,3,230,
47,0.36896435419718426,0.0035964329326538657,0.026785532633463543,0.0007886644026149705,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8275862068965517,0.7938871473354232,0.028176860420572276,345,0.8563218390804598,0.8285714285714286,0.8742857142857143,0.8530596606458675,0.018804792575230662,RandomForestClassifier,5-14,"[None, None, False]",3,3,240,
48,0.016208648681640625,9.073761333998792e-05,0.0024068355560302734,4.1375527767324834e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.8505747126436781,0.820750609543713,0.027568920630405523,221,0.8563218390804598,0.8857142857142857,0.8285714285714286,0.8568691844553914,0.023331684048832773,RandomForestClassifier,5-14,"[None, None, False]",3,6,10,
49,0.03137779235839844,0.0004692296101231939,0.00350801150004069,4.10824722853116e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8850574712643678,0.8283263671194705,0.04050380321367853,219,0.8333333333333334,0.8285714285714286,0.8628571428571429,0.8415873015873016,0.015165169412693559,RandomForestClassifier,5-14,"[None, None, False]",3,6,20,
50,0.0458226203918457,0.00029219659995377464,0.004549582799275716,0.00013387499850609963,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7727272727272727,0.7816091954022989,0.8620689655172413,0.8054684778822709,0.04018651131900362,288,0.8390804597701149,0.8285714285714286,0.8685714285714285,0.845407772304324,0.016931748539930704,RandomForestClassifier,5-14,"[None, None, False]",3,6,30,
51,0.06096053123474121,0.00021235650759970657,0.005613485972086589,0.00010092371069018507,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8390804597701149,0.8015935214211076,0.0265266235543936,322,0.8390804597701149,0.8285714285714286,0.8514285714285714,0.8396934865900384,0.009341452289282704,RandomForestClassifier,5-14,"[None, None, False]",3,6,40,
52,0.07739535967508952,0.0005172081497731297,0.006556113560994466,9.195693294807756e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.7701149425287356,0.8505747126436781,0.8015935214211076,0.0351017542821178,322,0.8390804597701149,0.8342857142857143,0.8514285714285714,0.8415982484948001,0.007221441813641567,RandomForestClassifier,5-14,"[None, None, False]",3,6,50,
53,0.09480047225952148,0.001226241291152773,0.007991631825764975,0.0004690187487243844,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7727272727272727,0.7586206896551724,0.8505747126436781,0.7939742250087077,0.040434806144210654,341,0.8390804597701149,0.8228571428571428,0.84,0.8339792008757526,0.007873437177649292,RandomForestClassifier,5-14,"[None, None, False]",3,6,60,
54,0.10745668411254883,0.0006610814826396019,0.008672873179117838,0.00018883999040493488,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7727272727272727,0.7701149425287356,0.8505747126436781,0.7978056426332288,0.03732860502431813,337,0.8563218390804598,0.8342857142857143,0.84,0.843535851122058,0.009337179494201965,RandomForestClassifier,5-14,"[None, None, False]",3,6,70,
55,0.12332042058308919,0.0011901341134081434,0.011285940806070963,0.0017716794224148314,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7727272727272727,0.7586206896551724,0.8505747126436781,0.7939742250087077,0.040434806144210654,341,0.8620689655172413,0.8228571428571428,0.8457142857142858,0.8435467980295566,0.01608136107899126,RandomForestClassifier,5-14,"[None, None, False]",3,6,80,
56,0.13734944661458334,0.000415523404245833,0.010960976282755533,0.0003255910630016334,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8390804597701149,0.7939306861720654,0.0335763762338194,344,0.8563218390804598,0.8228571428571428,0.84,0.8397263273125342,0.013663275495151696,RandomForestClassifier,5-14,"[None, None, False]",3,6,90,
57,0.1536848545074463,0.0011956444446469627,0.011851867039998373,0.00020462762907405772,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8505747126436781,0.7977621037965865,0.038764775758868754,338,0.8620689655172413,0.8342857142857143,0.84,0.8454515599343185,0.011979618567568212,RandomForestClassifier,5-14,"[None, None, False]",3,6,100,
58,0.16718761126200357,0.001353225634846659,0.012620687484741211,0.00013959090522159528,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.7701149425287356,0.8505747126436781,0.8015935214211076,0.0351017542821178,322,0.8563218390804598,0.8285714285714286,0.8457142857142858,0.843535851122058,0.011433299430738774,RandomForestClassifier,5-14,"[None, None, False]",3,6,110,
59,0.18378559748331705,0.001954371035513977,0.014115413029988607,0.00027964648514073015,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7727272727272727,0.7586206896551724,0.8505747126436781,0.7939742250087077,0.040434806144210654,341,0.8505747126436781,0.8342857142857143,0.84,0.8416201423097974,0.006747913885265283,RandomForestClassifier,5-14,"[None, None, False]",3,6,120,
60,0.19829853375752768,0.0019270562468791917,0.014724016189575195,0.00029919261390304476,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8505747126436781,0.7977621037965865,0.038764775758868754,338,0.8505747126436781,0.8342857142857143,0.8457142857142858,0.8435249042145593,0.006827781991732751,RandomForestClassifier,5-14,"[None, None, False]",3,6,130,
61,0.2134848435719808,0.0010501871454647088,0.015956719716389973,0.0004355729887731475,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.8563218390804598,0.8342857142857143,0.8514285714285714,0.8473453749315819,0.009448176868834545,RandomForestClassifier,5-14,"[None, None, False]",3,6,140,
62,0.23123041788736978,0.003161873591786556,0.017519553502400715,0.0012853229307753073,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8505747126436781,0.8015499825844653,0.03778669387757429,325,0.867816091954023,0.8285714285714286,0.8514285714285714,0.849272030651341,0.016093971999813654,RandomForestClassifier,5-14,"[None, None, False]",3,6,150,
63,0.24503795305887857,0.0011249404541367456,0.017950057983398438,0.00016732342031863426,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7954545454545454,0.7586206896551724,0.8390804597701149,0.7977185649599443,0.03288655236798135,340,0.8620689655172413,0.8285714285714286,0.8514285714285714,0.8473563218390804,0.013975184146630619,RandomForestClassifier,5-14,"[None, None, False]",3,6,160,
64,0.2616976896921794,0.0032456385807428656,0.01937246322631836,0.00033739629535902555,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8160919540229885,0.7862678509230232,0.023512987387316536,358,0.8620689655172413,0.8285714285714286,0.8514285714285714,0.8473563218390804,0.013975184146630619,RandomForestClassifier,5-14,"[None, None, False]",3,6,170,
65,0.277504841486613,0.003833002878925887,0.020776033401489258,0.00043261277288513656,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8275862068965517,0.7900992685475443,0.028473799999448053,349,0.8620689655172413,0.8285714285714286,0.8514285714285714,0.8473563218390804,0.013975184146630619,RandomForestClassifier,5-14,"[None, None, False]",3,6,180,
66,0.29168279965718585,0.0033993484636384136,0.02093966801961263,0.00015408510712980295,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8045977011494253,0.7824364332985022,0.018806459246695207,372,0.867816091954023,0.8285714285714286,0.84,0.8454625068418172,0.01648059741536414,RandomForestClassifier,5-14,"[None, None, False]",3,6,190,
67,0.30485065778096515,0.0031933292972435925,0.02203814188639323,8.847917307822495e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8160919540229885,0.7862678509230232,0.023512987387316536,358,0.8620689655172413,0.8285714285714286,0.84,0.8435467980295566,0.013903382743200113,RandomForestClassifier,5-14,"[None, None, False]",3,6,200,
68,0.32358503341674805,0.004180899624071752,0.022908131281534832,0.0002620045781755293,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8160919540229885,0.7862678509230232,0.023512987387316536,358,0.8620689655172413,0.8228571428571428,0.8457142857142858,0.8435467980295566,0.01608136107899126,RandomForestClassifier,5-14,"[None, None, False]",3,6,210,
69,0.33283670743306476,0.0016870665029775575,0.024885813395182293,0.0012554043625175348,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8160919540229885,0.7862678509230232,0.023512987387316536,358,0.8620689655172413,0.8228571428571428,0.8342857142857143,0.8397372742200329,0.016465750076443596,RandomForestClassifier,5-14,"[None, None, False]",3,6,220,
70,0.34929076830546063,0.0020134622520907187,0.026372671127319336,0.0021730961217190743,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7727272727272727,0.7586206896551724,0.8045977011494253,0.7786485545106235,0.01923135599230326,379,0.8620689655172413,0.8228571428571428,0.8228571428571428,0.835927750410509,0.01848463047042664,RandomForestClassifier,5-14,"[None, None, False]",3,6,230,
71,0.36839493115743,0.00459446172877278,0.026454369227091473,0.0005097420197422396,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7727272727272727,0.7586206896551724,0.8045977011494253,0.7786485545106235,0.01923135599230326,379,0.8563218390804598,0.8228571428571428,0.8228571428571428,0.8340120415982485,0.01577540908657017,RandomForestClassifier,5-14,"[None, None, False]",3,6,240,
72,0.01622120539347331,0.00023864039063617275,0.002356926600138346,7.756884950738898e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7386363636363636,0.8275862068965517,0.8505747126436781,0.8055990943921979,0.048270925216118594,273,0.8218390804597702,0.88,0.8342857142857143,0.8453749315818282,0.025005348702782176,RandomForestClassifier,5-14,"[None, None, False]",3,9,10,
73,0.031131664911905926,8.108015736748343e-05,0.004136403401692708,0.000820727584658999,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7272727272727273,0.7816091954022989,0.8620689655172413,0.7903169627307559,0.05537373246165763,348,0.8333333333333334,0.8742857142857143,0.8457142857142858,0.851111111111111,0.017148735029929533,RandomForestClassifier,5-14,"[None, None, False]",3,9,20,
74,0.045629421869913735,0.0006400610216879552,0.004425048828125,9.139676020117552e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7272727272727273,0.7471264367816092,0.8505747126436781,0.7749912922326715,0.05405665254210002,390,0.8218390804597702,0.8285714285714286,0.84,0.8301368363437329,0.007496338028525136,RandomForestClassifier,5-14,"[None, None, False]",3,9,30,
75,0.061056296030680336,0.00019726236407973267,0.00545350710550944,7.529305871374742e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7159090909090909,0.7701149425287356,0.8275862068965517,0.7712034134447928,0.045598487807678584,405,0.8333333333333334,0.8628571428571429,0.8228571428571428,0.8396825396825397,0.01693584592806241,RandomForestClassifier,5-14,"[None, None, False]",3,9,40,
76,0.07661684354146321,0.0006299927327763211,0.006530443827311198,0.0001263256041015793,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.75,0.7931034482758621,0.8160919540229885,0.7863984674329503,0.0273953058353929,357,0.8218390804597702,0.88,0.8114285714285714,0.8377558839627804,0.03017193706516831,RandomForestClassifier,5-14,"[None, None, False]",3,9,50,
77,0.09178853034973145,0.0008550227657702985,0.007622241973876953,0.0001525640469041536,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7272727272727273,0.7816091954022989,0.8160919540229885,0.7749912922326715,0.03656101057958238,390,0.8218390804597702,0.88,0.8171428571428572,0.8396606458675424,0.028588590349163712,RandomForestClassifier,5-14,"[None, None, False]",3,9,60,
78,0.10529923439025879,0.0005191068766132453,0.008684158325195312,0.00010823905901522125,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7386363636363636,0.7931034482758621,0.8160919540229885,0.7826105886450714,0.03247991377204031,371,0.8333333333333334,0.88,0.8228571428571428,0.8453968253968255,0.024839114466055308,RandomForestClassifier,5-14,"[None, None, False]",3,9,70,
79,0.12277587254842122,0.001654929339349855,0.0102537473042806,0.0005504666042140992,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7386363636363636,0.7816091954022989,0.8160919540229885,0.7787791710205504,0.031684369427591286,376,0.8333333333333334,0.8628571428571429,0.8,0.8320634920634921,0.0256770257192269,RandomForestClassifier,5-14,"[None, None, False]",3,9,80,
80,0.1360788345336914,0.0009064608114977953,0.010501782099405924,0.00016316291003891427,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7386363636363636,0.7701149425287356,0.8160919540229885,0.7749477533960292,0.031805231919653586,392,0.8390804597701149,0.8571428571428571,0.8057142857142857,0.8339792008757526,0.021303233268315562,RandomForestClassifier,5-14,"[None, None, False]",3,9,90,
81,0.1536423365275065,0.004373558907905651,0.011664311091105143,0.000238741364790811,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7386363636363636,0.7701149425287356,0.8160919540229885,0.7749477533960292,0.031805231919653586,392,0.8333333333333334,0.8628571428571429,0.8,0.8320634920634921,0.0256770257192269,RandomForestClassifier,5-14,"[None, None, False]",3,9,100,
82,0.16711767514546713,0.0037231549047101278,0.012878815333048502,0.0005168434318586326,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7272727272727273,0.7701149425287356,0.8160919540229885,0.7711598746081506,0.03626782478925843,408,0.8275862068965517,0.8514285714285714,0.8057142857142857,0.8282430213464695,0.018668557050257033,RandomForestClassifier,5-14,"[None, None, False]",3,9,110,
83,0.18301701545715332,0.00168192519138239,0.014037768046061197,0.0007527135041891648,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7386363636363636,0.7701149425287356,0.8160919540229885,0.7749477533960292,0.031805231919653586,392,0.8390804597701149,0.8628571428571429,0.8114285714285714,0.8377887246852764,0.021015485154887926,RandomForestClassifier,5-14,"[None, None, False]",3,9,120,
84,0.19547669092814127,0.00024488999158979696,0.014700015385945639,0.0003348448587527658,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.75,0.7701149425287356,0.8045977011494253,0.774904214559387,0.022545215126321506,395,0.8390804597701149,0.8628571428571429,0.8057142857142857,0.8358839627805145,0.023437714981992003,RandomForestClassifier,5-14,"[None, None, False]",3,9,130,
85,0.2098573843638102,0.0012551063009411491,0.016086578369140625,0.0007544330400436893,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7386363636363636,0.7701149425287356,0.8045977011494253,0.7711163357715082,0.02693791136357843,409,0.8390804597701149,0.8685714285714285,0.8057142857142857,0.8377887246852764,0.025677571752898386,RandomForestClassifier,5-14,"[None, None, False]",3,9,140,
86,0.2285300095876058,0.00368593075976732,0.0175936222076416,0.0004912226265541077,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.75,0.7701149425287356,0.8160919540229885,0.7787356321839081,0.027661933099987844,377,0.8448275862068966,0.8742857142857143,0.8057142857142857,0.8416091954022988,0.028086517923610888,RandomForestClassifier,5-14,"[None, None, False]",3,9,150,
87,0.24106589953104654,0.005963345878109798,0.018103281656901043,0.00081144801260484,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7386363636363636,0.7701149425287356,0.8045977011494253,0.7711163357715082,0.02693791136357843,409,0.8448275862068966,0.8685714285714285,0.8057142857142857,0.8397044334975369,0.025915762543329748,RandomForestClassifier,5-14,"[None, None, False]",3,9,160,
88,0.2566964626312256,0.0035002274444252785,0.01931897799173991,0.00037966626416008575,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7272727272727273,0.7701149425287356,0.8045977011494253,0.7673284569836295,0.03162921932357085,437,0.8505747126436781,0.8742857142857143,0.8057142857142857,0.8435249042145593,0.028434545342442052,RandomForestClassifier,5-14,"[None, None, False]",3,9,170,
89,0.2732536792755127,0.0017059969526485945,0.020099957784016926,0.000166878169777894,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7272727272727273,0.7701149425287356,0.8045977011494253,0.7673284569836295,0.03162921932357085,437,0.8390804597701149,0.8628571428571429,0.8057142857142857,0.8358839627805145,0.023437714981992003,RandomForestClassifier,5-14,"[None, None, False]",3,9,180,
90,0.2876543203989665,0.002433460939171087,0.020516157150268555,0.0002753515427470575,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7159090909090909,0.7701149425287356,0.8045977011494253,0.7635405781957506,0.03650419242021026,457,0.8390804597701149,0.8685714285714285,0.8057142857142857,0.8377887246852764,0.025677571752898386,RandomForestClassifier,5-14,"[None, None, False]",3,9,190,
91,0.30385470390319824,0.0021456444581558847,0.022522767384847004,0.0005277891758391185,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7159090909090909,0.7701149425287356,0.8045977011494253,0.7635405781957506,0.03650419242021026,457,0.8333333333333334,0.8628571428571429,0.8057142857142857,0.833968253968254,0.023332793428587892,RandomForestClassifier,5-14,"[None, None, False]",3,9,200,
92,0.31824858983357746,0.006182665828729346,0.023941834767659504,0.0015146022753957037,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7272727272727273,0.7701149425287356,0.8045977011494253,0.7673284569836295,0.03162921932357085,437,0.8390804597701149,0.8571428571428571,0.8057142857142857,0.8339792008757526,0.021303233268315562,RandomForestClassifier,5-14,"[None, None, False]",3,9,210,
93,0.33207273483276367,0.0038582633335702923,0.024256229400634766,0.000454652290507522,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7272727272727273,0.7701149425287356,0.8045977011494253,0.7673284569836295,0.03162921932357085,437,0.8333333333333334,0.8571428571428571,0.8057142857142857,0.8320634920634921,0.02101481798531473,RandomForestClassifier,5-14,"[None, None, False]",3,9,220,
94,0.3437606493631999,0.003073985296688857,0.025697708129882812,0.0011408365798327511,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7386363636363636,0.7701149425287356,0.8045977011494253,0.7711163357715082,0.02693791136357843,409,0.8333333333333334,0.8571428571428571,0.8057142857142857,0.8320634920634921,0.02101481798531473,RandomForestClassifier,5-14,"[None, None, False]",3,9,230,
95,0.3594329357147217,0.002919836929888138,0.027189175287882488,0.0018610281546188369,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7613636363636364,0.7701149425287356,0.8045977011494253,0.7786920933472657,0.018663185269371153,378,0.8390804597701149,0.8571428571428571,0.8057142857142857,0.8339792008757526,0.021303233268315562,RandomForestClassifier,5-14,"[None, None, False]",3,9,240,
96,0.017505168914794922,0.0022366096676600753,0.00248106320699056,0.00015510801727101146,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7159090909090909,0.7931034482758621,0.8505747126436781,0.786529083942877,0.055173206776948355,353,0.8045977011494253,0.8685714285714285,0.8228571428571428,0.8320087575259989,0.02690691965959201,RandomForestClassifier,5-14,"[None, None, False]",3,12,10,
97,0.031530539194742836,0.0003223011414594913,0.0037995179494222007,0.00037786656319833116,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6704545454545454,0.7586206896551724,0.8505747126436781,0.7598833159177986,0.07353917017875387,459,0.8218390804597702,0.8685714285714285,0.8171428571428572,0.8358511220580187,0.0232160500819182,RandomForestClassifier,5-14,"[None, None, False]",3,12,20,
98,0.046120405197143555,0.00043821429964058467,0.0044896602630615234,5.5655632924042144e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7045454545454546,0.735632183908046,0.8275862068965517,0.7559212817833507,0.05223978244101122,469,0.8160919540229885,0.8228571428571428,0.8285714285714286,0.8225068418171867,0.00510074206138917,RandomForestClassifier,5-14,"[None, None, False]",3,12,30,
99,0.05955855051676432,0.00044941290124109244,0.005550225575764974,7.968778159330335e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7159090909090909,0.7586206896551724,0.8160919540229885,0.7635405781957507,0.041047171992422485,456,0.8103448275862069,0.8685714285714285,0.7942857142857143,0.8244006568144499,0.03191412005371961,RandomForestClassifier,5-14,"[None, None, False]",3,12,40,
100,0.07436219851175944,0.00045732637607246476,0.006608327229817708,3.3028408006174585e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7045454545454546,0.7816091954022989,0.8160919540229885,0.767415534656914,0.04663153718560848,436,0.8160919540229885,0.8685714285714285,0.7942857142857143,0.8263163656267105,0.031176869430358536,RandomForestClassifier,5-14,"[None, None, False]",3,12,50,
101,0.09233562151590984,0.0014558166861582372,0.0075377623240153,5.575166966820289e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8160919540229885,0.7712034134447928,0.04155608049399313,405,0.8160919540229885,0.8685714285714285,0.8057142857142857,0.8301258894362342,0.027513252678520585,RandomForestClassifier,5-14,"[None, None, False]",3,12,60,
102,0.10544474919637044,0.0011197536018824146,0.009804566701253256,0.0018545573995593062,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8160919540229885,0.7712034134447928,0.04155608049399313,405,0.8218390804597702,0.8685714285714285,0.8114285714285714,0.8339463601532566,0.024849764543411392,RandomForestClassifier,5-14,"[None, None, False]",3,12,70,
103,0.11940256754557292,0.0026184477112624616,0.009664614995320639,4.340804395810668e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.6818181818181818,0.7701149425287356,0.8160919540229885,0.7560083594566352,0.05571719208050978,463,0.8218390804597702,0.8628571428571429,0.8,0.828232074438971,0.026056450014719828,RandomForestClassifier,5-14,"[None, None, False]",3,12,80,
104,0.13367255528767905,0.00060414139925181,0.010642687479654947,0.0003480527114864817,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6931818181818182,0.7586206896551724,0.8160919540229885,0.7559648206199929,0.05021298373510415,465,0.8103448275862069,0.8628571428571429,0.8,0.8244006568144501,0.027518840255492415,RandomForestClassifier,5-14,"[None, None, False]",3,12,90,
105,0.15035454432169595,0.003152140418784503,0.011472622553507486,0.00013427296552179148,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8103448275862069,0.8628571428571429,0.7942857142857143,0.822495894909688,0.02928306145090779,RandomForestClassifier,5-14,"[None, None, False]",3,12,100,
106,0.16419649124145508,0.0009514454186642491,0.012665112813313803,0.00013802415589791648,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8045977011494253,0.8457142857142858,0.7942857142857143,0.8148659003831419,0.02221563153012448,RandomForestClassifier,5-14,"[None, None, False]",3,12,110,
107,0.18233267466227213,0.006538053047366799,0.014509201049804688,0.0003917642167120875,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8045977011494253,0.84,0.8,0.8148659003831419,0.017871335272393984,RandomForestClassifier,5-14,"[None, None, False]",3,12,120,
108,0.1909510294596354,0.0008205937176572161,0.015562852223714193,0.0016100988805597205,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8103448275862069,0.8571428571428571,0.8,0.822495894909688,0.02486044862074524,RandomForestClassifier,5-14,"[None, None, False]",3,12,130,
109,0.20929908752441406,0.0013953273882243325,0.017486572265625,0.0026204967989130763,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8103448275862069,0.8628571428571429,0.8,0.8244006568144501,0.027518840255492415,RandomForestClassifier,5-14,"[None, None, False]",3,12,140,
110,0.2265742619832357,0.005652461990350388,0.01784817377726237,0.0020888499283522573,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8103448275862069,0.8628571428571429,0.8,0.8244006568144501,0.027518840255492415,RandomForestClassifier,5-14,"[None, None, False]",3,12,150,
111,0.23969562848409018,0.004937688967391106,0.018057823181152344,0.00017721489023642237,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8160919540229885,0.8628571428571429,0.8,0.8263163656267105,0.026660320659769005,RandomForestClassifier,5-14,"[None, None, False]",3,12,160,
112,0.25589879353841144,0.0015850969471043843,0.01889777183532715,0.00020382580814199138,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8160919540229885,0.8571428571428571,0.8,0.8244116037219484,0.02405880239395825,RandomForestClassifier,5-14,"[None, None, False]",3,12,170,
113,0.26477543512980145,0.007904281729335027,0.019788424173990887,0.0006089141533810376,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6818181818181818,0.7701149425287356,0.8160919540229885,0.7560083594566352,0.05571719208050978,463,0.8160919540229885,0.8571428571428571,0.8114285714285714,0.8282211275314723,0.020539175853167623,RandomForestClassifier,5-14,"[None, None, False]",3,12,180,
114,0.2844526767730713,0.0028588334487339023,0.021503686904907227,0.0008453103291480433,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8218390804597702,0.8571428571428571,0.8,0.8263273125342092,0.02354336001194051,RandomForestClassifier,5-14,"[None, None, False]",3,12,190,
115,0.2969174385070801,0.0018981666189490742,0.02300850550333659,0.0016955357287587957,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8218390804597702,0.8628571428571429,0.8,0.828232074438971,0.026056450014719828,RandomForestClassifier,5-14,"[None, None, False]",3,12,200,
116,0.31400203704833984,0.0025962124352050648,0.023482402165730793,0.0007395932969021824,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6931818181818182,0.7586206896551724,0.8160919540229885,0.7559648206199929,0.05021298373510415,465,0.8218390804597702,0.8628571428571429,0.7942857142857143,0.8263273125342092,0.028173490784153234,RandomForestClassifier,5-14,"[None, None, False]",3,12,210,
117,0.32556573549906415,0.0019067340628959842,0.024213631947835285,4.34634446755639e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6931818181818182,0.7586206896551724,0.8160919540229885,0.7559648206199929,0.05021298373510415,465,0.8275862068965517,0.8628571428571429,0.7942857142857143,0.8282430213464697,0.02799802085859939,RandomForestClassifier,5-14,"[None, None, False]",3,12,220,
118,0.34269213676452637,0.004280380713318591,0.025000492731730144,0.00012057826978020434,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6931818181818182,0.7586206896551724,0.8160919540229885,0.7559648206199929,0.05021298373510415,465,0.8218390804597702,0.8571428571428571,0.8,0.8263273125342092,0.02354336001194051,RandomForestClassifier,5-14,"[None, None, False]",3,12,230,
119,0.3581071694691976,0.004619577840910645,0.025951623916625977,0.0003605031354636608,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6818181818181818,0.7586206896551724,0.8160919540229885,0.7521769418321144,0.055006077785595395,470,0.8218390804597702,0.8628571428571429,0.8,0.828232074438971,0.026056450014719828,RandomForestClassifier,5-14,"[None, None, False]",3,12,240,
120,0.01754609743754069,0.00011453596997894778,0.002447923024495443,2.5165931518729977e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.875,0.8735632183908046,0.896551724137931,0.8817049808429118,0.010514606513457923,130,1.0,0.9828571428571429,0.9828571428571429,0.9885714285714285,0.008081220356417678,RandomForestClassifier,5-14,"[None, None, False]",6,1,10,
121,0.034936110178629555,0.0013789136664863232,0.0035238265991210938,3.656598006951169e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8522727272727273,0.8505747126436781,0.9080459770114943,0.8702978056426333,0.026700988055248582,144,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,20,
122,0.051851352055867515,0.0005643899519908404,0.004721323649088542,0.0001452246861936983,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.9310344827586207,0.8817485196795541,0.03525602831797717,125,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,30,
123,0.06736048062642415,0.0008136103868087567,0.005605538686116536,4.364138321144871e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.875,0.8505747126436781,0.9195402298850575,0.8817049808429118,0.028551453181587902,130,0.9942528735632183,0.9942857142857143,1.0,0.9961795292829776,0.0027015140203205806,RandomForestClassifier,5-14,"[None, None, False]",6,1,40,
124,0.08354353904724121,0.00014611810911367972,0.006589492162068685,3.356107907668467e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9195402298850575,0.8893242772553117,0.023555758006284414,91,0.9942528735632183,0.9942857142857143,0.9942857142857143,0.9942747673782156,1.548126505065149e-05,RandomForestClassifier,5-14,"[None, None, False]",6,1,50,
125,0.10038892428080241,0.00013244137166431953,0.007769425710042317,3.772056868035603e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9195402298850575,0.8893242772553117,0.023555758006284414,91,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,60,
126,0.12017051378885905,0.0005625347924828719,0.009360074996948242,0.00044265930554711976,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.875,0.8505747126436781,0.9195402298850575,0.8817049808429118,0.028551453181587902,130,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,70,
127,0.1359856128692627,0.002319757543221956,0.010065317153930664,6.125486338060668e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.875,0.8620689655172413,0.9195402298850575,0.8855363984674329,0.02461704458983985,104,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,80,
128,0.1528956095377604,0.0011724119360116486,0.011101484298706055,0.00025935938236408155,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.875,0.8735632183908046,0.9195402298850575,0.889367816091954,0.021343180033675455,77,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,90,
129,0.16781187057495117,0.0009185265260219031,0.011820316314697266,8.525745268901446e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.9310344827586207,0.8932427725531173,0.028117325420402163,44,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,100,
130,0.18334428469340006,0.0014908556734787137,0.012688557306925455,0.0001729703741725533,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.875,0.8850574712643678,0.9310344827586207,0.8970306513409961,0.024392397659476695,16,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,110,
131,0.20114382108052573,0.00023153315297430105,0.014249722162882486,0.00017245442086376962,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,120,
132,0.21667869885762533,0.0019359919072031216,0.014962991078694662,0.00010825119549288592,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,130,
133,0.23201537132263184,0.0011786293936621652,0.016268094380696613,0.0006576002317621597,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,140,
134,0.24938162167867026,0.0031555353444992183,0.017328580220540363,0.0001271863246926701,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,150,
135,0.26874621709187824,0.0017204633606379275,0.01942722002665202,0.0006059527937986858,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.875,0.8620689655172413,0.9310344827586207,0.889367816091954,0.02993199232183859,77,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",6,1,160,
136,0.28899264335632324,0.003434124742162102,0.01990985870361328,0.0010879881921186001,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.875,0.8620689655172413,0.9310344827586207,0.889367816091954,0.02993199232183859,77,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",6,1,170,
137,0.30101267496744794,0.003225914531561664,0.024167855580647785,0.0007511014320723641,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.875,0.8620689655172413,0.9310344827586207,0.889367816091954,0.02993199232183859,77,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,180,
138,0.3187280495961507,0.002660213880575023,0.02109837532043457,0.00034987799894980115,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.875,0.8620689655172413,0.9310344827586207,0.889367816091954,0.02993199232183859,77,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",6,1,190,
139,0.3361544609069824,0.0026221403303849774,0.022996028264363606,0.0001487378254309283,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.875,0.8620689655172413,0.9310344827586207,0.889367816091954,0.02993199232183859,77,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",6,1,200,
140,0.35125136375427246,0.003994534693462929,0.027483304341634113,0.005227084873138113,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.875,0.8620689655172413,0.9310344827586207,0.889367816091954,0.02993199232183859,77,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[None, None, False]",6,1,210,
141,0.3643782138824463,0.0019422575472845067,0.024674733479817707,6.292032483596431e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.875,0.8620689655172413,0.9310344827586207,0.889367816091954,0.02993199232183859,77,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",6,1,220,
142,0.3852546215057373,0.002334473963974314,0.025330305099487305,0.0002232169250696297,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",6,1,230,
143,0.4051361878712972,0.0020779078002653726,0.027500232060750324,0.0006688418780421041,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.875,0.8620689655172413,0.9310344827586207,0.889367816091954,0.02993199232183859,77,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",6,1,240,
144,0.017333189646402996,9.55439629133014e-05,0.0026252269744873047,0.00011797648989769957,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.9195402298850575,0.8817485196795541,0.02673043464428409,125,0.9712643678160919,0.9371428571428572,0.9542857142857143,0.9542309797482211,0.013930102166605826,RandomForestClassifier,5-14,"[None, None, False]",6,3,10,
145,0.033600409825642906,0.0002125888450097277,0.004009087880452474,0.000642857647069618,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8522727272727273,0.8620689655172413,0.9310344827586207,0.8817920585161964,0.03504857419723839,124,0.9712643678160919,0.9542857142857143,0.9657142857142857,0.9637547892720306,0.00706863441109427,RandomForestClassifier,5-14,"[None, None, False]",6,3,20,
146,0.050035953521728516,8.998651226932592e-05,0.004721244176228841,0.00020229609987360283,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.9310344827586207,0.877917102055033,0.038874500668000064,137,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,30,
147,0.06785257657368977,0.0013537970740518717,0.005806525548299153,0.0001758568644309368,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.9310344827586207,0.8817485196795541,0.03525602831797717,125,0.9712643678160919,0.96,0.9942857142857143,0.9751833607006021,0.014268763785323529,RandomForestClassifier,5-14,"[None, None, False]",6,3,40,
148,0.085448424021403,0.0013338410930196084,0.007505893707275391,0.0004970590349620055,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.9310344827586207,0.877917102055033,0.038874500668000064,137,0.9597701149425287,0.96,0.9942857142857143,0.971351943076081,0.016216896706969283,RandomForestClassifier,5-14,"[None, None, False]",6,3,50,
149,0.102295716603597,0.000916787287490289,0.00809629758199056,0.0002467992262863293,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.875,0.8390804597701149,0.9310344827586207,0.8817049808429118,0.0378382801055626,130,0.9655172413793104,0.9542857142857143,0.9885714285714285,0.9694581280788177,0.014271778492399445,RandomForestClassifier,5-14,"[None, None, False]",6,3,60,
150,0.11449082692464192,0.0006139006449201142,0.008669217427571615,8.73689067839692e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8863636363636364,0.8390804597701149,0.9310344827586207,0.8854928596307906,0.03754512196483506,121,0.9655172413793104,0.9542857142857143,0.9885714285714285,0.9694581280788177,0.014271778492399445,RandomForestClassifier,5-14,"[None, None, False]",6,3,70,
151,0.1335751215616862,0.0028662743476950752,0.010734160741170248,0.000610511118593832,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.9195402298850575,0.8740856844305119,0.0336683321092845,141,0.9655172413793104,0.9542857142857143,0.9885714285714285,0.9694581280788177,0.014271778492399445,RandomForestClassifier,5-14,"[None, None, False]",6,3,80,
152,0.1493701140085856,0.002775345032413476,0.011154969533284506,0.00020119856832376422,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.875,0.8505747126436781,0.9195402298850575,0.8817049808429118,0.028551453181587902,130,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,90,
153,0.164338747660319,0.0013296112922401401,0.011922995249430338,8.215479723875127e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.875,0.8735632183908046,0.9195402298850575,0.889367816091954,0.021343180033675455,77,0.9655172413793104,0.96,0.9828571428571429,0.9694581280788178,0.009738589421530726,RandomForestClassifier,5-14,"[None, None, False]",6,3,100,
154,0.18155225118001303,0.0019796124706385827,0.012946208318074545,0.0001419897350197258,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.875,0.8735632183908046,0.9195402298850575,0.889367816091954,0.021343180033675455,77,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,110,
155,0.1989898681640625,0.002111834883321936,0.014129161834716797,0.00010141583908566479,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.875,0.8735632183908046,0.9195402298850575,0.889367816091954,0.021343180033675455,77,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,120,
156,0.21485082308451334,0.001642860114664243,0.015123287836710611,0.00022942197278230363,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9195402298850575,0.8893242772553117,0.023555758006284414,91,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,130,
157,0.2290956179300944,0.0007802551548328339,0.01742211977640788,0.0021370806975869786,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9195402298850575,0.8893242772553117,0.023555758006284414,91,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,140,
158,0.2463388442993164,0.0048502277303114905,0.01801776885986328,0.0014257492561802936,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9195402298850575,0.8931556948798329,0.019374733385713837,62,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,150,
159,0.26112858454386395,0.004213189585805773,0.01823258399963379,0.00011164627247286852,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.875,0.8735632183908046,0.9195402298850575,0.889367816091954,0.021343180033675455,77,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,160,
160,0.27617255846659344,0.0010366196779659765,0.018830060958862305,0.00010301908352631017,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.875,0.8620689655172413,0.9195402298850575,0.8855363984674329,0.02461704458983985,104,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,170,
161,0.2952740987141927,0.0012184486291101605,0.02120351791381836,0.001178555119574113,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9195402298850575,0.8893242772553117,0.023555758006284414,91,0.9712643678160919,0.9542857142857143,0.9828571428571429,0.9694690749863163,0.011733113821191259,RandomForestClassifier,5-14,"[None, None, False]",6,3,180,
162,0.3097248077392578,0.00021861419323634137,0.021135807037353516,4.2113117534293396e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9195402298850575,0.8893242772553117,0.023555758006284414,91,0.9712643678160919,0.9542857142857143,0.9828571428571429,0.9694690749863163,0.011733113821191259,RandomForestClassifier,5-14,"[None, None, False]",6,3,190,
163,0.33113892873128253,0.005734582658866903,0.02268560727437337,0.00040364466509762936,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8863636363636364,0.8505747126436781,0.9195402298850575,0.8854928596307907,0.02816178653402037,118,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,200,
164,0.3432472546895345,0.003102496526492924,0.02393182118733724,0.0009261762500524172,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.875,0.8620689655172413,0.9195402298850575,0.8855363984674329,0.02461704458983985,104,0.9712643678160919,0.9542857142857143,0.9828571428571429,0.9694690749863163,0.011733113821191259,RandomForestClassifier,5-14,"[None, None, False]",6,3,210,
165,0.35649307568868,0.00216734419786738,0.024027665456136067,0.00016988215599667646,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.875,0.8620689655172413,0.9195402298850575,0.8855363984674329,0.02461704458983985,104,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,220,
166,0.372359832127889,0.0030432231363697773,0.02533833185831706,0.00033795547418730224,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.875,0.8620689655172413,0.9195402298850575,0.8855363984674329,0.02461704458983985,104,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,230,
167,0.39476974805196124,0.002121580443526013,0.02674690882364909,0.0007213950088765768,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.875,0.8620689655172413,0.9195402298850575,0.8855363984674329,0.02461704458983985,104,0.9712643678160919,0.96,0.9828571428571429,0.9713738368910784,0.009331710543687173,RandomForestClassifier,5-14,"[None, None, False]",6,3,240,
168,0.016654094060262043,0.0002093118092545781,0.0023001829783121743,0.00010475348959551028,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.8390804597701149,0.896551724137931,0.8399076976663183,0.045915661613896756,216,0.9022988505747126,0.9028571428571428,0.8914285714285715,0.8988615216201423,0.005260829084275271,RandomForestClassifier,5-14,"[None, None, False]",6,6,10,
169,0.03282594680786133,0.0007194018464525354,0.00353089968363444,5.698697260779338e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8295454545454546,0.8620689655172413,0.8850574712643678,0.8588906304423546,0.022773849922464694,145,0.9310344827586207,0.92,0.8914285714285715,0.9141543513957308,0.016689033500563114,RandomForestClassifier,5-14,"[None, None, False]",6,6,20,
170,0.04771566390991211,0.0004282306976447546,0.004628181457519531,0.0002948790313004064,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8850574712643678,0.854972135144549,0.023540060310779334,182,0.9252873563218391,0.8971428571428571,0.8914285714285715,0.9046195949644226,0.014799336357901613,RandomForestClassifier,5-14,"[None, None, False]",6,6,30,
171,0.0630040963490804,0.0004365600796907719,0.005615631739298503,9.902388479066898e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8850574712643678,0.854972135144549,0.023540060310779334,182,0.9252873563218391,0.9028571428571428,0.9085714285714286,0.9122386425834702,0.009517176155966521,RandomForestClassifier,5-14,"[None, None, False]",6,6,40,
172,0.08089764912923177,0.0030824345432942943,0.006499131520589192,3.710216649491993e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9252873563218391,0.9085714285714286,0.8971428571428571,0.9103338806787082,0.011557332061849175,RandomForestClassifier,5-14,"[None, None, False]",6,6,50,
173,0.09500376383463542,0.002277796056458165,0.007625897725423177,6.406212524706701e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8181818181818182,0.8275862068965517,0.8850574712643678,0.8436084987809126,0.029559246965206724,211,0.9252873563218391,0.9085714285714286,0.9028571428571428,0.9122386425834702,0.009517176155966521,RandomForestClassifier,5-14,"[None, None, False]",6,6,60,
174,0.10973072052001953,0.0006455646384080091,0.00946648915608724,0.0013290286413382192,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8295454545454546,0.8275862068965517,0.8850574712643678,0.8473963775687913,0.02664242414643326,203,0.9310344827586207,0.8971428571428571,0.8971428571428571,0.908440065681445,0.01597666553222806,RandomForestClassifier,5-14,"[None, None, False]",6,6,70,
175,0.13008403778076172,0.003142957860245978,0.010337273279825846,0.000530203336862769,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9367816091954023,0.9085714285714286,0.8971428571428571,0.9141652983032293,0.01665885550296611,RandomForestClassifier,5-14,"[None, None, False]",6,6,80,
176,0.14272554715474448,0.0019109878921653807,0.010787725448608398,9.242792667460245e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9425287356321839,0.9085714285714286,0.8971428571428571,0.9160810071154898,0.019274591547666267,RandomForestClassifier,5-14,"[None, None, False]",6,6,90,
177,0.15813875198364258,0.0009591120625097421,0.011777400970458984,0.0001511296739268504,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8181818181818182,0.8275862068965517,0.8850574712643678,0.8436084987809126,0.029559246965206724,211,0.9367816091954023,0.9028571428571428,0.8971428571428571,0.9122605363984674,0.017495247424001714,RandomForestClassifier,5-14,"[None, None, False]",6,6,100,
178,0.17255004247029623,0.0009528503302122266,0.012919982274373373,3.9878115776962466e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8295454545454546,0.8275862068965517,0.8850574712643678,0.8473963775687913,0.02664242414643326,203,0.9425287356321839,0.9028571428571428,0.8971428571428571,0.9141762452107279,0.020183508947160884,RandomForestClassifier,5-14,"[None, None, False]",6,6,110,
179,0.18757088979085287,0.0022942495506351112,0.018004973729451496,0.004389166697964943,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8295454545454546,0.8275862068965517,0.8850574712643678,0.8473963775687913,0.02664242414643326,203,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",6,6,120,
180,0.20283198356628418,0.0020591838588955285,0.015022516250610352,0.00034453274835453805,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8409090909090909,0.8275862068965517,0.8850574712643678,0.8511842563566702,0.024561770100981425,201,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",6,6,130,
181,0.2226560115814209,0.0011618808529549524,0.015844186147054035,5.5538168152259006e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8409090909090909,0.8275862068965517,0.8850574712643678,0.8511842563566702,0.024561770100981425,201,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",6,6,140,
182,0.2373793919881185,0.0005966692002427885,0.017843166987101238,0.000487142207438834,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8409090909090909,0.8160919540229885,0.8850574712643678,0.8473528387321491,0.028521361077832205,208,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",6,6,150,
183,0.25330789883931476,0.0010977302373755434,0.020259380340576172,0.002442455260406987,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",6,6,160,
184,0.27078747749328613,0.0007699374534923908,0.019486745198567707,0.0006078973846204917,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9028571428571428,0.8914285714285715,0.9141871921182266,0.024551729409314497,RandomForestClassifier,5-14,"[None, None, False]",6,6,170,
185,0.2833138306935628,0.0012968472368126175,0.019866387049357098,0.00015829573290531044,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9085714285714286,0.8971428571428571,0.9179967159277505,0.021913056678691,RandomForestClassifier,5-14,"[None, None, False]",6,6,180,
186,0.3003959655761719,0.0013562899473203989,0.022086620330810547,0.0007103254946704423,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9085714285714286,0.8971428571428571,0.9179967159277505,0.021913056678691,RandomForestClassifier,5-14,"[None, None, False]",6,6,190,
187,0.31692226727803546,0.003536440772840028,0.022122542063395183,0.00021813274711073266,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9482758620689655,0.9085714285714286,0.8914285714285715,0.9160919540229885,0.02380927467170485,RandomForestClassifier,5-14,"[None, None, False]",6,6,200,
188,0.33111921946207684,0.0018363962303933092,0.02387078603108724,0.0014233911630615447,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9425287356321839,0.9085714285714286,0.8914285714285715,0.9141762452107279,0.02123467561292399,RandomForestClassifier,5-14,"[None, None, False]",6,6,210,
189,0.3478386402130127,0.0013411686987879201,0.024356762568155926,0.0003092802918089593,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8295454545454546,0.8275862068965517,0.8850574712643678,0.8473963775687913,0.02664242414643326,203,0.9425287356321839,0.9085714285714286,0.8914285714285715,0.9141762452107279,0.02123467561292399,RandomForestClassifier,5-14,"[None, None, False]",6,6,220,
190,0.3657805919647217,0.0010042768090761766,0.02524876594543457,0.0003958780946821438,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8295454545454546,0.8275862068965517,0.8850574712643678,0.8473963775687913,0.02664242414643326,203,0.9425287356321839,0.9028571428571428,0.8971428571428571,0.9141762452107279,0.020183508947160884,RandomForestClassifier,5-14,"[None, None, False]",6,6,230,
191,0.3785427411397298,0.0008453858949061256,0.0273288091023763,0.0017478855299541793,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8295454545454546,0.8160919540229885,0.8850574712643678,0.8435649599442704,0.029849294138089934,215,0.9425287356321839,0.9028571428571428,0.8971428571428571,0.9141762452107279,0.020183508947160884,RandomForestClassifier,5-14,"[None, None, False]",6,6,240,
192,0.016346136728922527,0.0002586890536117092,0.002384026845296224,2.7671851754779907e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6818181818181818,0.8045977011494253,0.8505747126436781,0.7789968652037618,0.07123315602022118,373,0.8333333333333334,0.88,0.8628571428571429,0.8587301587301588,0.01927378950687051,RandomForestClassifier,5-14,"[None, None, False]",6,9,10,
193,0.03151130676269531,0.00034703498374271253,0.00366822878519694,0.00022880833933671633,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6818181818181818,0.8045977011494253,0.8735632183908046,0.7866597004528039,0.07930056184880034,350,0.8390804597701149,0.88,0.8571428571428571,0.8587411056376574,0.01674351599564529,RandomForestClassifier,5-14,"[None, None, False]",6,9,20,
194,0.04762784639994303,0.00028300257442381697,0.004440704981486003,2.586179224622928e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7386363636363636,0.8045977011494253,0.8735632183908046,0.8055990943921979,0.055088208809759565,273,0.8505747126436781,0.8857142857142857,0.8628571428571429,0.8663820470717023,0.01456058861418969,RandomForestClassifier,5-14,"[None, None, False]",6,9,30,
195,0.06230465571085612,0.0007049193376715096,0.006529649098714192,0.0009158990177846318,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8563218390804598,0.88,0.8571428571428571,0.8644882320744389,0.010973596365733036,RandomForestClassifier,5-14,"[None, None, False]",6,9,40,
196,0.07777571678161621,0.00040582124604966594,0.006525993347167969,0.00012765394728915858,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8620689655172413,0.88,0.8628571428571429,0.8683087027914614,0.008273255251857053,RandomForestClassifier,5-14,"[None, None, False]",6,9,50,
197,0.0929860273996989,0.0005925601195465049,0.007752815882364909,0.00014177071646271242,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8735632183908046,0.8093434343434343,0.04722280107726226,257,0.8620689655172413,0.8857142857142857,0.8628571428571429,0.8702134646962233,0.010965457736464599,RandomForestClassifier,5-14,"[None, None, False]",6,9,60,
198,0.11109360059102376,0.0018271343448259868,0.008655945460001627,1.1016096556058145e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8620689655172413,0.8055120167189133,0.04203863507210475,285,0.8620689655172413,0.88,0.88,0.8740229885057471,0.00845277071763232,RandomForestClassifier,5-14,"[None, None, False]",6,9,70,
199,0.12510553995768228,0.0006603355771407434,0.009692827860514322,0.0001758256154257236,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8620689655172413,0.809299895506792,0.038229379581873994,265,0.867816091954023,0.88,0.88,0.8759386973180076,0.005743549333775793,RandomForestClassifier,5-14,"[None, None, False]",6,9,80,
200,0.1416630744934082,0.0024346975403869383,0.010831276575724283,2.7118534058451946e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8620689655172413,0.809299895506792,0.038229379581873994,265,0.8793103448275862,0.88,0.88,0.8797701149425287,0.0003251065660627916,RandomForestClassifier,5-14,"[None, None, False]",6,9,90,
201,0.15660675366719565,0.0005098318550134827,0.01260685920715332,0.0009551135964387083,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8793103448275862,0.88,0.88,0.8797701149425287,0.0003251065660627916,RandomForestClassifier,5-14,"[None, None, False]",6,9,100,
202,0.17112334569295248,0.001972575238676776,0.012824535369873047,0.0002433085449260105,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8793103448275862,0.88,0.8857142857142857,0.8816748768472906,0.002870136356839512,RandomForestClassifier,5-14,"[None, None, False]",6,9,110,
203,0.18592754999796549,0.00026449840485227237,0.01376048723856608,0.00012810635501629952,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8793103448275862,0.88,0.8857142857142857,0.8816748768472906,0.002870136356839512,RandomForestClassifier,5-14,"[None, None, False]",6,9,120,
204,0.2030665079752604,0.002061327383891644,0.01501305898030599,1.1487608752611674e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8850574712643678,0.8169627307558343,0.04886353375261986,224,0.8850574712643678,0.88,0.8857142857142857,0.8835905856595513,0.002553047896056281,RandomForestClassifier,5-14,"[None, None, False]",6,9,130,
205,0.21766098340352377,0.00252851022527721,0.01629320780436198,0.0006407025551346395,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8908045977011494,0.88,0.8857142857142857,0.8855062944718117,0.00441340972783554,RandomForestClassifier,5-14,"[None, None, False]",6,9,140,
206,0.2307279109954834,0.0005788775933111335,0.01731761296590169,0.00024020072010818699,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8735632183908046,0.8093434343434343,0.04722280107726226,257,0.8908045977011494,0.88,0.88,0.8836015325670498,0.005093336201650209,RandomForestClassifier,5-14,"[None, None, False]",6,9,150,
207,0.24704249699910483,0.00045381940923603585,0.018215417861938477,0.00045644450847165613,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.75,0.7931034482758621,0.8735632183908046,0.8055555555555557,0.0512071509755696,277,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",6,9,160,
208,0.26108574867248535,0.005302591619388194,0.019087473551432293,0.00022884162686513272,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",6,9,170,
209,0.277457316716512,0.002799344575858224,0.020127534866333008,6.971695183463094e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8685714285714285,0.8797920087575261,0.009077844738901495,RandomForestClassifier,5-14,"[None, None, False]",6,9,180,
210,0.29236499468485516,0.0053799837137277606,0.0231936772664388,0.0018585489088389878,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8685714285714285,0.8797920087575261,0.009077844738901495,RandomForestClassifier,5-14,"[None, None, False]",6,9,190,
211,0.3067934513092041,0.003950197747130721,0.02283652623494466,0.0008727484027839294,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8685714285714285,0.8797920087575261,0.009077844738901495,RandomForestClassifier,5-14,"[None, None, False]",6,9,200,
212,0.3251360257466634,0.0036011861668943075,0.023909250895182293,0.0010254686641519015,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",6,9,210,
213,0.33864641189575195,0.0008516425336325946,0.02453025182088216,0.0005175457756025671,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.75,0.7931034482758621,0.8735632183908046,0.8055555555555557,0.0512071509755696,277,0.896551724137931,0.88,0.8742857142857143,0.8836124794745484,0.009442150343019623,RandomForestClassifier,5-14,"[None, None, False]",6,9,220,
214,0.35228538513183594,0.0022709567527209353,0.02505803108215332,0.00015190101540013407,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8735632183908046,0.8093434343434343,0.04722280107726226,257,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",6,9,230,
215,0.3664960066477458,0.002883187615206902,0.026471455891927082,0.00014422259344990898,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.9022988505747126,0.88,0.8742857142857143,0.885528188286809,0.012085931228424418,RandomForestClassifier,5-14,"[None, None, False]",6,9,240,
216,0.016067107518513996,3.0551294073497534e-05,0.002443710962931315,8.568339012110109e-06,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6931818181818182,0.7586206896551724,0.8505747126436781,0.7674590734935562,0.06455859652763266,421,0.8103448275862069,0.8685714285714285,0.8228571428571428,0.8339244663382593,0.02502596654610048,RandomForestClassifier,5-14,"[None, None, False]",6,12,10,
217,0.03128210703531901,0.000417491075840794,0.0034659703572591147,2.6185794732688527e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6704545454545454,0.7816091954022989,0.8735632183908046,0.775208986415883,0.08304217908904057,381,0.8218390804597702,0.8742857142857143,0.84,0.8453749315818282,0.02174595390795214,RandomForestClassifier,5-14,"[None, None, False]",6,12,20,
218,0.04653127988179525,0.002016357108270595,0.0046435197194417315,0.00016795212120164808,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.6818181818181818,0.7701149425287356,0.8505747126436781,0.7675026123301985,0.06891932421734763,412,0.8275862068965517,0.8685714285714285,0.84,0.8453858784893268,0.017160086718138366,RandomForestClassifier,5-14,"[None, None, False]",6,12,30,
219,0.06252853075663249,0.0009320019073298935,0.0055459340413411455,2.3161669272023337e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8505747126436781,0.7826976663183559,0.05498239715880018,362,0.8103448275862069,0.8685714285714285,0.8342857142857143,0.8377339901477833,0.02389563726413604,RandomForestClassifier,5-14,"[None, None, False]",6,12,40,
220,0.0761574109395345,0.0005165016784501606,0.006633440653483073,0.00019352240230058245,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8505747126436781,0.7826976663183559,0.05498239715880018,362,0.8160919540229885,0.8685714285714285,0.8285714285714286,0.837744937055282,0.02238509557194381,RandomForestClassifier,5-14,"[None, None, False]",6,12,50,
221,0.09257062276204427,0.0017671318992031424,0.008072614669799805,0.00037631370017641476,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7272727272727273,0.7816091954022989,0.8505747126436781,0.7864855451062348,0.05045578254888696,354,0.8218390804597702,0.8685714285714285,0.8342857142857143,0.8415654077723044,0.019760626558071336,RandomForestClassifier,5-14,"[None, None, False]",6,12,60,
222,0.10745724042256673,0.0019047058127766626,0.008777618408203125,0.0002697468548530115,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7272727272727273,0.7816091954022989,0.8390804597701149,0.7826541274817137,0.045651295518964845,368,0.8218390804597702,0.8742857142857143,0.8342857142857143,0.8434701696770662,0.02237450953719386,RandomForestClassifier,5-14,"[None, None, False]",6,12,70,
223,0.12336595853169759,0.0020217055058604745,0.009805997212727865,0.00021404202681781577,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7045454545454546,0.7816091954022989,0.8390804597701149,0.7750783699059561,0.05511748463629066,384,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,80,
224,0.13769292831420898,0.0019604667385001327,0.011197328567504883,0.0006740397537634184,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8275862068965517,0.7750348310693139,0.045828384643917724,387,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",6,12,90,
225,0.15053335825602213,0.002357094309319242,0.01193857192993164,0.0002749962376693606,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",6,12,100,
226,0.1685314973195394,0.000799970671353717,0.012772480646769205,0.00039531575492738133,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8505747126436781,0.7713340299547196,0.06927662396891428,396,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,110,
227,0.1813067595163981,0.00025436966983273437,0.013851086298624674,5.627800852870825e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6931818181818182,0.7701149425287356,0.8160919540229885,0.7597962382445141,0.05070556916620133,460,0.8390804597701149,0.8685714285714285,0.8342857142857143,0.8473125342090859,0.015159218058043704,RandomForestClassifier,5-14,"[None, None, False]",6,12,120,
228,0.1972676912943522,0.003300837606633889,0.014798720677693685,0.00014601216979195678,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8390804597701149,0.7675026123301985,0.06497231605915102,412,0.8333333333333334,0.8685714285714285,0.84,0.8473015873015872,0.015284321418680266,RandomForestClassifier,5-14,"[None, None, False]",6,12,130,
229,0.213058869043986,0.002288461335580591,0.01565440495808919,2.880581477390215e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8505747126436781,0.7713340299547196,0.06927662396891428,396,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",6,12,140,
230,0.22555144627888998,0.0020303038713928483,0.01656055450439453,0.0002077643392976966,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8390804597701149,0.7675026123301985,0.06497231605915102,412,0.8275862068965517,0.8685714285714285,0.8457142857142858,0.8472906403940886,0.016769233126812944,RandomForestClassifier,5-14,"[None, None, False]",6,12,150,
231,0.24138609568277994,0.0020014249459563353,0.01765275001525879,0.00022946480511481284,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8333333333333334,0.8685714285714285,0.84,0.8473015873015872,0.015284321418680266,RandomForestClassifier,5-14,"[None, None, False]",6,12,160,
232,0.25708842277526855,0.001568867308259544,0.02045448621114095,0.0018797105278029183,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8275862068965517,0.7636711947056775,0.06084629917837274,441,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,170,
233,0.27229873339335126,0.0043139635162669715,0.02336422602335612,0.003873394230536856,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8275862068965517,0.7636711947056775,0.06084629917837274,441,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,180,
234,0.2853658199310303,0.001934306962074517,0.022512276967366535,0.001896532158125902,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8390804597701149,0.7712904911180773,0.06000811138452574,402,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,190,
235,0.3046584129333496,0.0029241542349302423,0.022461414337158203,0.00029828143060522586,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,200,
236,0.3157814343770345,0.0012207151907417252,0.022719701131184895,0.00023370991266235424,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,210,
237,0.33420880635579425,0.0008846480673643633,0.024608532587687176,0.000617218421982532,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,220,
238,0.3466450373331706,0.001106642760623382,0.025313774744669598,0.00025505828474372405,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,230,
239,0.36019253730773926,0.00228597175886421,0.02632927894592285,0.00031270466765668636,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",6,12,240,
240,0.017850081125895183,0.0001092089539018894,0.002450068791707357,1.460701648735146e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8863636363636364,0.8850574712643678,0.896551724137931,0.8893242772553117,0.00513832061718284,91,1.0,0.9828571428571429,0.9885714285714285,0.9904761904761905,0.0071269664509979805,RandomForestClassifier,5-14,"[None, None, False]",9,1,10,
241,0.03437105814615885,0.00015069592440296534,0.0035217603047688804,1.870467661182209e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9090909090909091,0.8505747126436781,0.9310344827586207,0.8969000348310693,0.0339598460258756,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,20,
242,0.051587184270222984,0.0010988419320046,0.004701932271321614,0.00011307918380054327,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.8505747126436781,0.9310344827586207,0.8931121560431904,0.033009272719879995,75,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,30,
243,0.06803695360819499,0.0016421464557640224,0.00550540288289388,0.0001271109201007802,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9090909090909091,0.8505747126436781,0.9310344827586207,0.8969000348310693,0.0339598460258756,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,40,
244,0.0850369930267334,0.0006786135230566971,0.007067203521728516,0.0001002681705021501,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8977272727272727,0.8620689655172413,0.9310344827586207,0.8969435736677115,0.02816050757419825,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,50,
245,0.10234538714090984,0.0013039474187190336,0.0077448685963948565,5.7121805518614224e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8977272727272727,0.8620689655172413,0.9310344827586207,0.8969435736677115,0.02816050757419825,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,60,
246,0.11968636512756348,0.0020029250387882114,0.008923610051472982,0.0001944786778412977,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,70,
247,0.13504727681477866,0.000302662304519229,0.009760379791259766,0.00010503035239701697,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,80,
248,0.1519011656443278,0.001672799351806462,0.011196215947469076,0.00041994901404203655,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.875,0.8850574712643678,0.9310344827586207,0.8970306513409961,0.024392397659476695,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,90,
249,0.20061445236206055,0.046049816982186784,0.012490510940551758,0.0003382436799657325,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8863636363636364,0.8850574712643678,0.9310344827586207,0.900818530128875,0.021372558134344678,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,100,
250,0.1857316493988037,0.0010203881232223552,0.013520956039428711,0.0005208136214210117,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8863636363636364,0.8850574712643678,0.9310344827586207,0.900818530128875,0.021372558134344678,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,110,
251,0.20498148600260416,0.0019756850846933006,0.014184792836507162,0.00012754604180464766,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9090909090909091,0.8850574712643678,0.9310344827586207,0.9083942877046325,0.018776498741823112,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,120,
252,0.21904420852661133,0.0007820729294694004,0.01613275210062663,0.0015985520631088832,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9090909090909091,0.8735632183908046,0.9310344827586207,0.9045628700801114,0.023680004363334742,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,130,
253,0.23509001731872559,0.0027418271838421304,0.015978574752807617,9.621797208316611e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.9310344827586207,0.9007749912922326,0.023561310070356882,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,140,
254,0.2532619635264079,0.0015639111882572174,0.01768358548482259,0.0005866376656261868,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.9310344827586207,0.9007749912922326,0.023561310070356882,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,150,
255,0.2717138926188151,0.005054840684622514,0.018553415934244793,0.00045020618163006947,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,160,
256,0.2849460442860921,0.003015613634406742,0.01949302355448405,0.00023097058178540592,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.9310344827586207,0.9007749912922326,0.023561310070356882,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,170,
257,0.30170591672261554,0.0011319361618130413,0.019920984903971355,0.00020796463636037752,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.9310344827586207,0.9007749912922326,0.023561310070356882,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,180,
258,0.31663719813028973,0.003624168321826979,0.02165977160135905,0.0004964755861909914,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,190,
259,0.335299809773763,0.0024518948231076905,0.022605101267496746,0.0009315487178053214,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,200,
260,0.35537974039713544,0.002551394063813728,0.023494402567545574,0.00022277681431486282,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,210,
261,0.3766751289367676,0.004454462018488895,0.024792989095052082,0.00012946243492479022,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,220,
262,0.38577691713968915,0.0029948222674586944,0.02613218625386556,0.0008388649729042713,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,230,
263,0.4052107334136963,0.0034722908831384854,0.027359644571940105,0.0009704394223686925,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",9,1,240,
264,0.01758273442586263,0.0003044295832537993,0.002442042032877604,3.392830322039099e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.9310344827586207,0.8855799373040751,0.03214758633838069,100,0.9770114942528736,0.9371428571428572,0.96,0.9580514504652435,0.01633451744455269,RandomForestClassifier,5-14,"[None, None, False]",9,3,10,
265,0.033217986424764,0.00018650412618391796,0.003484646479288737,9.0179041399726e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.9310344827586207,0.8855799373040751,0.03214758633838069,100,0.9827586206896551,0.9542857142857143,0.9885714285714285,0.9752052545155993,0.014981489833345137,RandomForestClassifier,5-14,"[None, None, False]",9,3,20,
266,0.04974905649820963,0.0004735437277157743,0.004453579584757487,0.00019168323274381603,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.875,0.8505747126436781,0.9310344827586207,0.8855363984674329,0.03368189841478399,104,0.9827586206896551,0.9714285714285714,0.9942857142857143,0.982824302134647,0.009331505074642638,RandomForestClassifier,5-14,"[None, None, False]",9,3,30,
267,0.06705832481384277,0.0006538734903184907,0.005782922108968099,0.00015570179400051608,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.9310344827586207,0.8817485196795541,0.03525602831797717,125,0.9712643678160919,0.96,0.9942857142857143,0.9751833607006021,0.014268763785323529,RandomForestClassifier,5-14,"[None, None, False]",9,3,40,
268,0.08250006039937337,0.0015653677444452628,0.0066373348236083984,0.00012210212854174698,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8636363636363636,0.8275862068965517,0.9310344827586207,0.8740856844305119,0.042874061105389,141,0.9712643678160919,0.9714285714285714,0.9942857142857143,0.9789928845101259,0.010813871419475728,RandomForestClassifier,5-14,"[None, None, False]",9,3,50,
269,0.09906911849975586,0.0004348035036150049,0.007678508758544922,0.0001119523543003648,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.9310344827586207,0.877917102055033,0.038874500668000064,137,0.9655172413793104,0.9771428571428571,0.9942857142857143,0.9789819376026272,0.011816455222689976,RandomForestClassifier,5-14,"[None, None, False]",9,3,60,
270,0.11652080217997234,0.0019934756050161524,0.008805274963378906,0.00011931843529413322,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8863636363636364,0.8390804597701149,0.9310344827586207,0.8854928596307906,0.03754512196483506,121,0.9770114942528736,0.9714285714285714,0.9885714285714285,0.9790038314176245,0.007138928177657937,RandomForestClassifier,5-14,"[None, None, False]",9,3,70,
271,0.1325693130493164,0.001148878664770103,0.009977897008260092,0.00012648928911397845,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.875,0.8390804597701149,0.9310344827586207,0.8817049808429118,0.0378382801055626,130,0.9770114942528736,0.9714285714285714,0.9885714285714285,0.9790038314176245,0.007138928177657937,RandomForestClassifier,5-14,"[None, None, False]",9,3,80,
272,0.1480252742767334,0.0012359755427242955,0.010643482208251953,0.00012450122930288116,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.875,0.8505747126436781,0.9310344827586207,0.8855363984674329,0.03368189841478399,104,0.9712643678160919,0.9714285714285714,0.9885714285714285,0.9770881226053639,0.008120200229028781,RandomForestClassifier,5-14,"[None, None, False]",9,3,90,
273,0.16553608576456705,0.0013664711820173035,0.013687769571940104,0.002186607766847219,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.875,0.8505747126436781,0.9310344827586207,0.8855363984674329,0.03368189841478399,104,0.9770114942528736,0.9771428571428571,0.9942857142857143,0.9828133552271483,0.008112360150975878,RandomForestClassifier,5-14,"[None, None, False]",9,3,100,
274,0.18041141827901205,0.0025981076340887877,0.012937466303507486,0.0002828600630469966,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,0.9770114942528736,0.9714285714285714,0.9885714285714285,0.9790038314176245,0.007138928177657937,RandomForestClassifier,5-14,"[None, None, False]",9,3,110,
275,0.19649950663248697,0.0011058614530658757,0.01426370938618978,0.0002077479533122191,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,0.9712643678160919,0.9657142857142857,0.9885714285714285,0.9751833607006021,0.009734170871029174,RandomForestClassifier,5-14,"[None, None, False]",9,3,120,
276,0.21443653106689453,0.003944154626790976,0.015428940455118815,0.000444554327576261,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,0.9712643678160919,0.9657142857142857,0.9885714285714285,0.9751833607006021,0.009734170871029174,RandomForestClassifier,5-14,"[None, None, False]",9,3,130,
277,0.23096116383870444,0.001257584433088545,0.01805845896402995,0.0018523134144925327,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9657142857142857,0.9885714285714285,0.9751833607006021,0.009734170871029174,RandomForestClassifier,5-14,"[None, None, False]",9,3,140,
278,0.24654420216878256,0.0029359702971256296,0.017355998357137043,0.0002332595177626419,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,0.9712643678160919,0.9657142857142857,0.9885714285714285,0.9751833607006021,0.009734170871029174,RandomForestClassifier,5-14,"[None, None, False]",9,3,150,
279,0.2635234196980794,0.003904619094801323,0.018202543258666992,0.00032188433130417245,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,0.9712643678160919,0.9657142857142857,0.9828571428571429,0.9732785987958401,0.007141999373888477,RandomForestClassifier,5-14,"[None, None, False]",9,3,160,
280,0.2773748238881429,0.004115150380374979,0.01918760935465495,0.000374794478196399,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,0.9712643678160919,0.9657142857142857,0.9828571428571429,0.9732785987958401,0.007141999373888477,RandomForestClassifier,5-14,"[None, None, False]",9,3,170,
281,0.2966345151265462,0.002918899955044168,0.020312388737996418,0.00027256449736744176,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9657142857142857,0.9828571428571429,0.9732785987958401,0.007141999373888477,RandomForestClassifier,5-14,"[None, None, False]",9,3,180,
282,0.3122087319691976,0.004402662251077078,0.021808783213297527,0.0007635321483874359,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9657142857142857,0.9828571428571429,0.9732785987958401,0.007141999373888477,RandomForestClassifier,5-14,"[None, None, False]",9,3,190,
283,0.32787291208902997,0.0022211074601613773,0.022404909133911133,4.540022316581134e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9714285714285714,0.9828571428571429,0.9751833607006022,0.005426597469631764,RandomForestClassifier,5-14,"[None, None, False]",9,3,200,
284,0.3440576394399007,0.0020509410514595026,0.024483601252237957,0.0017581080469015102,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9714285714285714,0.9828571428571429,0.9751833607006022,0.005426597469631764,RandomForestClassifier,5-14,"[None, None, False]",9,3,210,
285,0.3592190742492676,0.002223400101742018,0.024962186813354492,0.0006946291921260546,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8863636363636364,0.8505747126436781,0.9195402298850575,0.8854928596307907,0.02816178653402037,118,0.9712643678160919,0.9714285714285714,0.9885714285714285,0.9770881226053639,0.008120200229028781,RandomForestClassifier,5-14,"[None, None, False]",9,3,220,
286,0.3738047281901042,0.0005027373078391042,0.025812307993570965,0.0009593888047166916,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.875,0.8620689655172413,0.9195402298850575,0.8855363984674329,0.02461704458983985,104,0.9712643678160919,0.9714285714285714,0.9942857142857143,0.9789928845101259,0.010813871419475728,RandomForestClassifier,5-14,"[None, None, False]",9,3,230,
287,0.39326969782511395,0.003852810453971297,0.026678085327148438,0.00017483707627317038,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8863636363636364,0.8505747126436781,0.9310344827586207,0.8893242772553117,0.03291420866033842,91,0.9712643678160919,0.9657142857142857,0.9942857142857143,0.9770881226053639,0.012369821409037895,RandomForestClassifier,5-14,"[None, None, False]",9,3,240,
288,0.017058372497558594,0.0001369578644144886,0.002546548843383789,0.00020258967873226924,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.8505747126436781,0.896551724137931,0.8437391152908393,0.046165663818020446,209,0.9022988505747126,0.9028571428571428,0.8914285714285715,0.8988615216201423,0.005260829084275271,RandomForestClassifier,5-14,"[None, None, False]",9,6,10,
289,0.0323786735534668,0.0003976248681542269,0.0034505526224772134,6.395259583878178e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8295454545454546,0.8620689655172413,0.8850574712643678,0.8588906304423546,0.022773849922464694,145,0.9310344827586207,0.92,0.8971428571428571,0.9160591133004926,0.014114024058917088,RandomForestClassifier,5-14,"[None, None, False]",9,6,20,
290,0.04811231295267741,0.0002713093320552399,0.004785458246866862,0.0001579915253920422,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8850574712643678,0.854972135144549,0.023540060310779334,182,0.9252873563218391,0.8971428571428571,0.8914285714285715,0.9046195949644226,0.014799336357901613,RandomForestClassifier,5-14,"[None, None, False]",9,6,30,
291,0.06493981679280598,0.0012207658997014476,0.005575815836588542,5.769280783129891e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8850574712643678,0.854972135144549,0.023540060310779334,182,0.9252873563218391,0.9028571428571428,0.9085714285714286,0.9122386425834702,0.009517176155966521,RandomForestClassifier,5-14,"[None, None, False]",9,6,40,
292,0.07985703150431316,1.8021599030855754e-05,0.006617625554402669,4.5142962836342484e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9252873563218391,0.9085714285714286,0.9028571428571428,0.9122386425834702,0.009517176155966521,RandomForestClassifier,5-14,"[None, None, False]",9,6,50,
293,0.09611097971598308,3.9815347506471316e-05,0.007665077845255534,9.44862451369854e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8295454545454546,0.8620689655172413,0.8850574712643678,0.8588906304423546,0.022773849922464694,145,0.9252873563218391,0.9085714285714286,0.9085714285714286,0.9141434044882321,0.007879963910759786,RandomForestClassifier,5-14,"[None, None, False]",9,6,60,
294,0.11255470911661784,0.001744600659077899,0.00887735684712728,0.00018671430850809132,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8295454545454546,0.8620689655172413,0.8850574712643678,0.8588906304423546,0.022773849922464694,145,0.9310344827586207,0.9028571428571428,0.9028571428571428,0.9122495894909687,0.013282925413422186,RandomForestClassifier,5-14,"[None, None, False]",9,6,70,
295,0.12775238355000815,0.0002870082639564739,0.00998528798421224,0.00029399433132438335,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9367816091954023,0.9085714285714286,0.8971428571428571,0.9141652983032293,0.01665885550296611,RandomForestClassifier,5-14,"[None, None, False]",9,6,80,
296,0.143904447555542,0.0017140581834936778,0.010892073313395182,0.0002746453252763886,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9425287356321839,0.9085714285714286,0.8971428571428571,0.9160810071154898,0.019274591547666267,RandomForestClassifier,5-14,"[None, None, False]",9,6,90,
297,0.1600027084350586,0.0014907380522791518,0.011869112650553385,0.00011057316898339072,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8181818181818182,0.8275862068965517,0.8850574712643678,0.8436084987809126,0.029559246965206724,211,0.9367816091954023,0.9028571428571428,0.8971428571428571,0.9122605363984674,0.017495247424001714,RandomForestClassifier,5-14,"[None, None, False]",9,6,100,
298,0.17537705103556314,0.0027722598037939992,0.013230562210083008,0.0008266993851843842,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9425287356321839,0.9085714285714286,0.8971428571428571,0.9160810071154898,0.019274591547666267,RandomForestClassifier,5-14,"[None, None, False]",9,6,110,
299,0.19149390856424967,0.001282737752584534,0.013925472895304361,5.4753051485531823e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9085714285714286,0.9028571428571428,0.9199014778325122,0.020198886535393253,RandomForestClassifier,5-14,"[None, None, False]",9,6,120,
300,0.20852533976236978,0.00026326293749681233,0.015096902847290039,0.00010863535863529006,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",9,6,130,
301,0.2243830362955729,0.0036347259823083958,0.01603865623474121,7.54269873460609e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8409090909090909,0.8390804597701149,0.8850574712643678,0.8550156739811912,0.02125587230176195,180,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",9,6,140,
302,0.239778200785319,0.0023207493715816417,0.017025311787923176,0.00039782178292962415,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",9,6,150,
303,0.2541986306508382,0.0015741326081656415,0.018241087595621746,0.0001762593723990505,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",9,6,160,
304,0.2702978452046712,0.0022904575155214936,0.019275983174641926,0.00020176705101066793,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9028571428571428,0.8914285714285715,0.9141871921182266,0.024551729409314497,RandomForestClassifier,5-14,"[None, None, False]",9,6,170,
305,0.2854308287302653,0.0012081494975593298,0.01998424530029297,0.00015073674095548138,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9142857142857143,0.8971428571428571,0.9199014778325124,0.021249292511414986,RandomForestClassifier,5-14,"[None, None, False]",9,6,180,
306,0.30181074142456055,0.0012570433372582274,0.021212021509806316,0.00017642119246576762,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9142857142857143,0.8971428571428571,0.9199014778325124,0.021249292511414986,RandomForestClassifier,5-14,"[None, None, False]",9,6,190,
307,0.3164101441701253,0.0023584637260280674,0.022499879201253254,0.0005806658049232388,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9085714285714286,0.8914285714285715,0.9160919540229885,0.02380927467170485,RandomForestClassifier,5-14,"[None, None, False]",9,6,200,
308,0.3344290256500244,0.002157499092559589,0.023812611897786457,0.0002903811925815666,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9085714285714286,0.8914285714285715,0.9160919540229885,0.02380927467170485,RandomForestClassifier,5-14,"[None, None, False]",9,6,210,
309,0.34696515401204425,0.001151576978855959,0.024217526117960613,0.00025990295953412865,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9425287356321839,0.9085714285714286,0.8914285714285715,0.9141762452107279,0.02123467561292399,RandomForestClassifier,5-14,"[None, None, False]",9,6,220,
310,0.36411325136820477,0.0016903210001911477,0.025133848190307617,0.0001938242849096072,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9425287356321839,0.9028571428571428,0.8971428571428571,0.9141762452107279,0.020183508947160884,RandomForestClassifier,5-14,"[None, None, False]",9,6,230,
311,0.3778677781422933,0.0025323526794117147,0.026509841283162434,0.0003601282625523333,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9425287356321839,0.9028571428571428,0.8971428571428571,0.9141762452107279,0.020183508947160884,RandomForestClassifier,5-14,"[None, None, False]",9,6,240,
312,0.017097075780232746,0.00030932709410822954,0.0025649070739746094,0.00016961947387556049,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6818181818181818,0.8045977011494253,0.8505747126436781,0.7789968652037618,0.07123315602022118,373,0.8333333333333334,0.88,0.8628571428571429,0.8587301587301588,0.01927378950687051,RandomForestClassifier,5-14,"[None, None, False]",9,9,10,
313,0.033109823862711586,0.0016763369991369098,0.003610849380493164,0.00010357707286871256,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6818181818181818,0.8045977011494253,0.8735632183908046,0.7866597004528039,0.07930056184880034,350,0.8390804597701149,0.88,0.8571428571428571,0.8587411056376574,0.01674351599564529,RandomForestClassifier,5-14,"[None, None, False]",9,9,20,
314,0.046506643295288086,0.0005392870505802958,0.0043793519337972,0.00010694348276854196,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7386363636363636,0.8045977011494253,0.8735632183908046,0.8055990943921979,0.055088208809759565,273,0.8505747126436781,0.8857142857142857,0.8628571428571429,0.8663820470717023,0.01456058861418969,RandomForestClassifier,5-14,"[None, None, False]",9,9,30,
315,0.06264042854309082,0.001100720527018177,0.005559682846069336,0.00014695341938241664,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8563218390804598,0.88,0.8571428571428571,0.8644882320744389,0.010973596365733036,RandomForestClassifier,5-14,"[None, None, False]",9,9,40,
316,0.07705553372701009,0.0004374655588187553,0.00660403569539388,2.841440933324501e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8620689655172413,0.88,0.8628571428571429,0.8683087027914614,0.008273255251857053,RandomForestClassifier,5-14,"[None, None, False]",9,9,50,
317,0.09512670834859212,0.0012531473805291503,0.00792988141377767,0.00032769089640405813,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8735632183908046,0.8093434343434343,0.04722280107726226,257,0.8620689655172413,0.8857142857142857,0.8628571428571429,0.8702134646962233,0.010965457736464599,RandomForestClassifier,5-14,"[None, None, False]",9,9,60,
318,0.10960761706034343,0.0012766157987907142,0.008900642395019531,0.0004218729457417274,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8620689655172413,0.8055120167189133,0.04203863507210475,285,0.8620689655172413,0.88,0.88,0.8740229885057471,0.00845277071763232,RandomForestClassifier,5-14,"[None, None, False]",9,9,70,
319,0.12553159395853677,0.0009356107723495375,0.009627739588419596,6.902189269342449e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8620689655172413,0.809299895506792,0.038229379581873994,265,0.867816091954023,0.88,0.88,0.8759386973180076,0.005743549333775793,RandomForestClassifier,5-14,"[None, None, False]",9,9,80,
320,0.14125974973042807,0.0017492941513891057,0.012733936309814453,0.0026679969861697424,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8620689655172413,0.809299895506792,0.038229379581873994,265,0.8793103448275862,0.88,0.88,0.8797701149425287,0.0003251065660627916,RandomForestClassifier,5-14,"[None, None, False]",9,9,90,
321,0.1540344556172689,0.0005032168636297631,0.011606216430664062,9.447294204048989e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8793103448275862,0.88,0.88,0.8797701149425287,0.0003251065660627916,RandomForestClassifier,5-14,"[None, None, False]",9,9,100,
322,0.17212255795796713,0.0009326240281394524,0.013112862904866537,0.00038610102401916006,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8793103448275862,0.88,0.8857142857142857,0.8816748768472906,0.002870136356839512,RandomForestClassifier,5-14,"[None, None, False]",9,9,110,
323,0.18799670537312826,0.0017812172351797824,0.014454921086629232,0.0008723889765366004,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8793103448275862,0.88,0.8857142857142857,0.8816748768472906,0.002870136356839512,RandomForestClassifier,5-14,"[None, None, False]",9,9,120,
324,0.20181751251220703,0.0009648975355480448,0.014899333318074545,9.175663941867097e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8850574712643678,0.8169627307558343,0.04886353375261986,224,0.8850574712643678,0.88,0.8857142857142857,0.8835905856595513,0.002553047896056281,RandomForestClassifier,5-14,"[None, None, False]",9,9,130,
325,0.21498990058898926,0.0026752194427481796,0.016706148783365887,0.0007805570693969569,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8908045977011494,0.88,0.8857142857142857,0.8855062944718117,0.00441340972783554,RandomForestClassifier,5-14,"[None, None, False]",9,9,140,
326,0.23379786809285483,0.0037006801018336657,0.01786939303080241,0.000726599394679404,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.75,0.7931034482758621,0.8735632183908046,0.8055555555555557,0.0512071509755696,277,0.8908045977011494,0.88,0.8857142857142857,0.8855062944718117,0.00441340972783554,RandomForestClassifier,5-14,"[None, None, False]",9,9,150,
327,0.2498324712117513,0.006834654078916869,0.018227815628051758,0.00017132903529414,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.75,0.7931034482758621,0.8735632183908046,0.8055555555555557,0.0512071509755696,277,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",9,9,160,
328,0.26305627822875977,0.0027044181337311235,0.01939868927001953,0.0004181470838189911,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",9,9,170,
329,0.28085875511169434,0.003664511652843693,0.02079486846923828,0.001270654466041543,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8685714285714285,0.8797920087575261,0.009077844738901495,RandomForestClassifier,5-14,"[None, None, False]",9,9,180,
330,0.2956441243489583,0.0013779494728669748,0.021087010701497395,0.00025672521233153866,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",9,9,190,
331,0.3145318826039632,0.0011572787947464922,0.023234844207763672,0.0008885839865868545,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8685714285714285,0.8797920087575261,0.009077844738901495,RandomForestClassifier,5-14,"[None, None, False]",9,9,200,
332,0.3275480270385742,0.002473126168271027,0.02342565854390462,0.00016700358738755804,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",9,9,210,
333,0.3413277467091878,0.0003683797914114325,0.02422054608662923,0.0002635465020906495,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.75,0.7931034482758621,0.8735632183908046,0.8055555555555557,0.0512071509755696,277,0.896551724137931,0.88,0.8742857142857143,0.8836124794745484,0.009442150343019623,RandomForestClassifier,5-14,"[None, None, False]",9,9,220,
334,0.3535629113515218,0.0038179789490807997,0.025781710942586262,0.0010203270162963101,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8735632183908046,0.8093434343434343,0.04722280107726226,257,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",9,9,230,
335,0.37049444516499835,0.003150805216714767,0.027024269104003906,0.0007481639086609214,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.9022988505747126,0.88,0.8742857142857143,0.885528188286809,0.012085931228424418,RandomForestClassifier,5-14,"[None, None, False]",9,9,240,
336,0.016524791717529297,0.0003518119611886262,0.0024736722310384116,6.303224924862469e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6931818181818182,0.7586206896551724,0.8505747126436781,0.7674590734935562,0.06455859652763266,421,0.8103448275862069,0.8685714285714285,0.8228571428571428,0.8339244663382593,0.02502596654610048,RandomForestClassifier,5-14,"[None, None, False]",9,12,10,
337,0.031658331553141274,0.0005273736454312599,0.0035168329874674478,3.5381581333175966e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6704545454545454,0.7816091954022989,0.8735632183908046,0.775208986415883,0.08304217908904057,381,0.8218390804597702,0.8742857142857143,0.84,0.8453749315818282,0.02174595390795214,RandomForestClassifier,5-14,"[None, None, False]",9,12,20,
338,0.04639108975728353,6.269678323922231e-05,0.004615386327107747,5.491028274101683e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.6818181818181818,0.7701149425287356,0.8505747126436781,0.7675026123301985,0.06891932421734763,412,0.8275862068965517,0.8685714285714285,0.84,0.8453858784893268,0.017160086718138366,RandomForestClassifier,5-14,"[None, None, False]",9,12,30,
339,0.06144134203592936,0.00018336815474330793,0.005617459615071614,8.092202719059837e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8505747126436781,0.7826976663183559,0.05498239715880018,362,0.8103448275862069,0.8685714285714285,0.8342857142857143,0.8377339901477833,0.02389563726413604,RandomForestClassifier,5-14,"[None, None, False]",9,12,40,
340,0.07758347193400066,0.0017621625657412163,0.006734212239583333,0.00025436184834108676,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8505747126436781,0.7826976663183559,0.05498239715880018,362,0.8160919540229885,0.8685714285714285,0.8285714285714286,0.837744937055282,0.02238509557194381,RandomForestClassifier,5-14,"[None, None, False]",9,12,50,
341,0.09102257092793782,0.0008262145880294192,0.0075757503509521484,0.00014171733509018214,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7272727272727273,0.7816091954022989,0.8505747126436781,0.7864855451062348,0.05045578254888696,354,0.8218390804597702,0.8685714285714285,0.8342857142857143,0.8415654077723044,0.019760626558071336,RandomForestClassifier,5-14,"[None, None, False]",9,12,60,
342,0.10673745473225911,0.002390279899606831,0.008846918741861979,0.00011775807684810827,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7272727272727273,0.7816091954022989,0.8390804597701149,0.7826541274817137,0.045651295518964845,368,0.8218390804597702,0.8742857142857143,0.8342857142857143,0.8434701696770662,0.02237450953719386,RandomForestClassifier,5-14,"[None, None, False]",9,12,70,
343,0.12068112691243489,0.0015833724737775025,0.009703795115152994,0.00035397177808837,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7045454545454546,0.7816091954022989,0.8390804597701149,0.7750783699059561,0.05511748463629066,384,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,80,
344,0.13637351989746094,0.000240664946268237,0.010836124420166016,0.0002741998168707919,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8275862068965517,0.7750348310693139,0.045828384643917724,387,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",9,12,90,
345,0.15216430028279623,0.0015635959919960839,0.012914657592773438,0.001248111538088577,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",9,12,100,
346,0.16534622510274252,0.002173273510881722,0.012868086496988932,0.0003913678234981782,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8505747126436781,0.7713340299547196,0.06927662396891428,396,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,110,
347,0.18059444427490234,0.003471039748905601,0.013590097427368164,0.00011379553356549424,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6931818181818182,0.7701149425287356,0.8160919540229885,0.7597962382445141,0.05070556916620133,460,0.8390804597701149,0.8685714285714285,0.8342857142857143,0.8473125342090859,0.015159218058043704,RandomForestClassifier,5-14,"[None, None, False]",9,12,120,
348,0.19545110066731772,0.004580580263887835,0.014782269795735678,9.65618465547314e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8390804597701149,0.7675026123301985,0.06497231605915102,412,0.8333333333333334,0.8685714285714285,0.84,0.8473015873015872,0.015284321418680266,RandomForestClassifier,5-14,"[None, None, False]",9,12,130,
349,0.21113435427347818,0.0012008174848270525,0.015850385030110676,0.00013179025323308642,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8505747126436781,0.7713340299547196,0.06927662396891428,396,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",9,12,140,
350,0.2244118849436442,0.0024710775543463717,0.01837603251139323,0.0018748646495674915,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8390804597701149,0.7675026123301985,0.06497231605915102,412,0.8275862068965517,0.8685714285714285,0.8457142857142858,0.8472906403940886,0.016769233126812944,RandomForestClassifier,5-14,"[None, None, False]",9,12,150,
351,0.24018494288126627,0.00011306192356802504,0.0180206298828125,0.0002365596142367433,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8333333333333334,0.8685714285714285,0.84,0.8473015873015872,0.015284321418680266,RandomForestClassifier,5-14,"[None, None, False]",9,12,160,
352,0.256364107131958,0.0031491785924886036,0.01939503351847331,0.00046455888518667185,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8275862068965517,0.7636711947056775,0.06084629917837274,441,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,170,
353,0.27179757754007977,0.0026135788233429707,0.019833485285441082,0.0003402595568286958,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8275862068965517,0.7636711947056775,0.06084629917837274,441,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,180,
354,0.2904154459635417,0.00609351646138611,0.020981788635253906,0.00020325972755239578,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8390804597701149,0.7712904911180773,0.06000811138452574,402,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,190,
355,0.29990164438883465,0.0009926567840451211,0.021828174591064453,0.00027517807897704805,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,200,
356,0.3151429494222005,0.0035226043028235006,0.023092269897460938,0.00012136481482564404,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,210,
357,0.3286871910095215,0.005194156065979407,0.024158716201782227,0.000279354212486384,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,220,
358,0.34727032979329425,0.006356965957150089,0.025508324305216473,0.0008833789910149645,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,230,
359,0.36411253611246747,0.0016269429990155323,0.027141729990641277,0.0009209337751303122,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",9,12,240,
360,0.017968495686848957,9.574266629141841e-05,0.0024321873982747397,2.918223496634399e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.896551724137931,0.8931556948798328,0.00480271063501836,63,1.0,0.9828571428571429,0.9885714285714285,0.9904761904761905,0.0071269664509979805,RandomForestClassifier,5-14,"[None, None, False]",12,1,10,
361,0.03531527519226074,0.0009697139284951924,0.0035955111185709634,3.569189745802455e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9090909090909091,0.8505747126436781,0.9310344827586207,0.8969000348310693,0.0339598460258756,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,20,
362,0.05252655347188314,0.0006161241175224262,0.0047032833099365234,1.3355697225724141e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.8505747126436781,0.9310344827586207,0.8931121560431904,0.033009272719879995,75,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,30,
363,0.06814257303873698,0.0010147658701790128,0.005715608596801758,2.867638040013109e-06,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9090909090909091,0.8505747126436781,0.9310344827586207,0.8969000348310693,0.0339598460258756,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,40,
364,0.08487772941589355,0.00044722957607934584,0.006642262140909831,3.471772580967007e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9090909090909091,0.8620689655172413,0.9310344827586207,0.9007314524555903,0.02876886081073398,15,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,50,
365,0.10089643796284993,0.0010437849819743435,0.007686614990234375,7.200741066320909e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8977272727272727,0.8620689655172413,0.9310344827586207,0.8969435736677115,0.02816050757419825,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,60,
366,0.11797420183817546,0.001168932299809435,0.008817911148071289,0.00022479732485701626,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.875,0.8735632183908046,0.9195402298850575,0.889367816091954,0.021343180033675455,77,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,70,
367,0.13509209950764975,0.0009623124856467036,0.009867588678995768,2.4918512072227565e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,80,
368,0.1521912415822347,0.0005196870364996535,0.011078278223673502,0.0001246460803754766,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.875,0.8850574712643678,0.9195402298850575,0.893199233716475,0.019073091716225926,61,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,90,
369,0.16814788182576498,0.00253605179755283,0.01208790143330892,0.0003577493002267205,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.9310344827586207,0.9046499477533959,0.019114689790936997,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,100,
370,0.18488574028015137,0.0006200419749009607,0.012893040974934896,0.0001098700716464786,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8863636363636364,0.8850574712643678,0.9310344827586207,0.900818530128875,0.021372558134344678,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,110,
371,0.2053985595703125,0.0015121678534782798,0.014794508616129557,0.0004595091333760266,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9090909090909091,0.8850574712643678,0.9310344827586207,0.9083942877046325,0.018776498741823112,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,120,
372,0.22098064422607422,0.0012578603768504206,0.018002430597941082,0.0033546484246725866,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9090909090909091,0.8735632183908046,0.9310344827586207,0.9045628700801114,0.023680004363334742,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,130,
373,0.23678350448608398,0.003745864797350409,0.01714166005452474,0.0010626783381617996,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.9310344827586207,0.9007749912922326,0.023561310070356882,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,140,
374,0.2691346009572347,0.0005218365041985912,0.018466790517171223,0.0006149993678934468,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.9310344827586207,0.9007749912922326,0.023561310070356882,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,150,
375,0.2697137196858724,0.0019848400821682035,0.018351078033447266,0.00015514303216929284,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,160,
376,0.28536399205525714,0.001617847839456086,0.019575834274291992,7.478467884861012e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,170,
377,0.3019673824310303,0.0027347844244863394,0.02059793472290039,0.00010327809247042682,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,180,
378,0.31501611073811847,0.0036056449134281763,0.021588246027628582,0.0002612163490926546,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,190,
379,0.33524012565612793,0.004250375829210832,0.023047208786010742,0.0010052048687378176,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,200,
380,0.3508782386779785,0.0017696188566202306,0.023348331451416016,0.0001161526771370321,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,210,
381,0.3687594731648763,0.002795489478683461,0.025251229604085285,0.0005464497776383825,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,220,
382,0.3887941042582194,0.002498261663271227,0.026493310928344727,0.0006210529256639823,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,230,
383,0.4031033515930176,0.004546339692252358,0.027613321940104168,0.0003779483394955273,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[None, None, False]",12,1,240,
384,0.017241398493448894,0.0004921458976326349,0.0025016466776529946,3.910565408833982e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.9310344827586207,0.8855799373040751,0.03214758633838069,100,0.9770114942528736,0.9371428571428572,0.96,0.9580514504652435,0.01633451744455269,RandomForestClassifier,5-14,"[None, None, False]",12,3,10,
385,0.033508857091267906,0.00021657248137339075,0.0035417874654134116,1.0805971229415596e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.9310344827586207,0.8855799373040751,0.03214758633838069,100,0.9827586206896551,0.9542857142857143,0.9885714285714285,0.9752052545155993,0.014981489833345137,RandomForestClassifier,5-14,"[None, None, False]",12,3,20,
386,0.04902426401774088,0.0006786305362532331,0.0046692689259847,0.0001378730663962367,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.875,0.8505747126436781,0.9310344827586207,0.8855363984674329,0.03368189841478399,104,0.9827586206896551,0.9714285714285714,0.9942857142857143,0.982824302134647,0.009331505074642638,RandomForestClassifier,5-14,"[None, None, False]",12,3,30,
387,0.06628759702046712,0.00028543728347452867,0.005734761555989583,0.00034091546648033793,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.9310344827586207,0.8817485196795541,0.03525602831797717,125,0.9712643678160919,0.96,0.9942857142857143,0.9751833607006021,0.014268763785323529,RandomForestClassifier,5-14,"[None, None, False]",12,3,40,
388,0.08402856190999348,0.002022545941557208,0.00706783930460612,0.00040214047593995633,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8636363636363636,0.8275862068965517,0.9310344827586207,0.8740856844305119,0.042874061105389,141,0.9712643678160919,0.9714285714285714,0.9942857142857143,0.9789928845101259,0.010813871419475728,RandomForestClassifier,5-14,"[None, None, False]",12,3,50,
389,0.09865919748942058,0.00011145506865638134,0.007723331451416016,8.018405899005641e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.9310344827586207,0.877917102055033,0.038874500668000064,137,0.9655172413793104,0.9771428571428571,0.9942857142857143,0.9789819376026272,0.011816455222689976,RandomForestClassifier,5-14,"[None, None, False]",12,3,60,
390,0.11627356211344402,0.0006266262382254018,0.008802254994710287,5.455578835854877e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8863636363636364,0.8390804597701149,0.9310344827586207,0.8854928596307906,0.03754512196483506,121,0.9770114942528736,0.9714285714285714,0.9885714285714285,0.9790038314176245,0.007138928177657937,RandomForestClassifier,5-14,"[None, None, False]",12,3,70,
391,0.13136951128641763,0.00022996946487735464,0.009765625,2.2948536509745e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.875,0.8390804597701149,0.9310344827586207,0.8817049808429118,0.0378382801055626,130,0.9770114942528736,0.9714285714285714,0.9885714285714285,0.9790038314176245,0.007138928177657937,RandomForestClassifier,5-14,"[None, None, False]",12,3,80,
392,0.14724349975585938,0.0011714370743281814,0.01092982292175293,6.0467514283104664e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.875,0.8505747126436781,0.9310344827586207,0.8855363984674329,0.03368189841478399,104,0.9712643678160919,0.9714285714285714,0.9885714285714285,0.9770881226053639,0.008120200229028781,RandomForestClassifier,5-14,"[None, None, False]",12,3,90,
393,0.16467618942260742,0.0006805353645909331,0.011908849080403646,6.778955738638103e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.875,0.8505747126436781,0.9310344827586207,0.8855363984674329,0.03368189841478399,104,0.9770114942528736,0.9771428571428571,0.9942857142857143,0.9828133552271483,0.008112360150975878,RandomForestClassifier,5-14,"[None, None, False]",12,3,100,
394,0.182693084081014,0.0020536235883399792,0.013710975646972656,0.0007254707410775594,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,0.9770114942528736,0.9714285714285714,0.9885714285714285,0.9790038314176245,0.007138928177657937,RandomForestClassifier,5-14,"[None, None, False]",12,3,110,
395,0.19851930936177573,0.002620603277212389,0.014580249786376953,0.0005119390811163255,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,0.9712643678160919,0.9657142857142857,0.9885714285714285,0.9751833607006021,0.009734170871029174,RandomForestClassifier,5-14,"[None, None, False]",12,3,120,
396,0.21616665522257486,0.0025101805290040136,0.015204191207885742,0.0001609323642871029,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,0.9712643678160919,0.9657142857142857,0.9885714285714285,0.9751833607006021,0.009734170871029174,RandomForestClassifier,5-14,"[None, None, False]",12,3,130,
397,0.23312910397847494,0.0011933094386939794,0.01626133918762207,0.0001322053415219439,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9657142857142857,0.9885714285714285,0.9751833607006021,0.009734170871029174,RandomForestClassifier,5-14,"[None, None, False]",12,3,140,
398,0.245820681254069,0.0009140804221088076,0.017220020294189453,3.6256873894132764e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,0.9712643678160919,0.9657142857142857,0.9885714285714285,0.9751833607006021,0.009734170871029174,RandomForestClassifier,5-14,"[None, None, False]",12,3,150,
399,0.26222658157348633,0.0010566735095469272,0.01877148946126302,0.0001330693714708665,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.9310344827586207,0.8969871125043539,0.024635749646846495,18,0.9712643678160919,0.9657142857142857,0.9828571428571429,0.9732785987958401,0.007141999373888477,RandomForestClassifier,5-14,"[None, None, False]",12,3,160,
400,0.2786148389180501,0.0013849969453743817,0.01985343297322591,0.0013715460065825546,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.875,0.8735632183908046,0.9310344827586207,0.8931992337164751,0.026759990507086173,45,0.9712643678160919,0.9657142857142857,0.9828571428571429,0.9732785987958401,0.007141999373888477,RandomForestClassifier,5-14,"[None, None, False]",12,3,170,
401,0.2962937355041504,0.0021555685816973488,0.020312070846557617,0.00029931570170136415,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9657142857142857,0.9828571428571429,0.9732785987958401,0.007141999373888477,RandomForestClassifier,5-14,"[None, None, False]",12,3,180,
402,0.30829628308614093,0.003960380532721999,0.022526661554972332,0.0014412190761181574,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9657142857142857,0.9828571428571429,0.9732785987958401,0.007141999373888477,RandomForestClassifier,5-14,"[None, None, False]",12,3,190,
403,0.3295653661092122,0.0030226328103492173,0.022333780924479168,0.00015882356241051946,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9714285714285714,0.9828571428571429,0.9751833607006022,0.005426597469631764,RandomForestClassifier,5-14,"[None, None, False]",12,3,200,
404,0.34389567375183105,0.0007022131850495945,0.023252248764038086,0.00011351779318198295,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8863636363636364,0.8620689655172413,0.9310344827586207,0.8931556948798328,0.02856174231681633,63,0.9712643678160919,0.9714285714285714,0.9828571428571429,0.9751833607006022,0.005426597469631764,RandomForestClassifier,5-14,"[None, None, False]",12,3,210,
405,0.3593204816182454,0.0016134087638006102,0.024412234624226887,0.00023831598405655885,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8863636363636364,0.8505747126436781,0.9195402298850575,0.8854928596307907,0.02816178653402037,118,0.9712643678160919,0.9714285714285714,0.9885714285714285,0.9770881226053639,0.008120200229028781,RandomForestClassifier,5-14,"[None, None, False]",12,3,220,
406,0.37559692064921063,0.003353354822294928,0.02667387326558431,0.00206315018701017,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.875,0.8620689655172413,0.9195402298850575,0.8855363984674329,0.02461704458983985,104,0.9712643678160919,0.9714285714285714,0.9942857142857143,0.9789928845101259,0.010813871419475728,RandomForestClassifier,5-14,"[None, None, False]",12,3,230,
407,0.3939291636149089,0.0009167753415312467,0.027781009674072266,0.0015507702697156722,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8863636363636364,0.8505747126436781,0.9310344827586207,0.8893242772553117,0.03291420866033842,91,0.9712643678160919,0.9657142857142857,0.9942857142857143,0.9770881226053639,0.012369821409037895,RandomForestClassifier,5-14,"[None, None, False]",12,3,240,
408,0.017018795013427734,0.00022243495135502276,0.0024706522623697915,2.972837386582265e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.8505747126436781,0.896551724137931,0.8437391152908393,0.046165663818020446,209,0.9022988505747126,0.9028571428571428,0.8914285714285715,0.8988615216201423,0.005260829084275271,RandomForestClassifier,5-14,"[None, None, False]",12,6,10,
409,0.03235022226969401,0.0002798678927799125,0.003564755121866862,3.461606421095112e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8295454545454546,0.8620689655172413,0.8850574712643678,0.8588906304423546,0.022773849922464694,145,0.9310344827586207,0.92,0.8971428571428571,0.9160591133004926,0.014114024058917088,RandomForestClassifier,5-14,"[None, None, False]",12,6,20,
410,0.04871185620625814,0.0003925595189405962,0.004469076792399089,3.895175570485843e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8850574712643678,0.854972135144549,0.023540060310779334,182,0.9252873563218391,0.8971428571428571,0.8914285714285715,0.9046195949644226,0.014799336357901613,RandomForestClassifier,5-14,"[None, None, False]",12,6,30,
411,0.06554889678955078,0.0015006108930928797,0.005561510721842448,7.945990456846031e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8850574712643678,0.854972135144549,0.023540060310779334,182,0.9252873563218391,0.9028571428571428,0.9085714285714286,0.9122386425834702,0.009517176155966521,RandomForestClassifier,5-14,"[None, None, False]",12,6,40,
412,0.08061337471008301,0.0006968598084243135,0.006659269332885742,9.187894396320329e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9252873563218391,0.9085714285714286,0.9028571428571428,0.9122386425834702,0.009517176155966521,RandomForestClassifier,5-14,"[None, None, False]",12,6,50,
413,0.09562452634175618,0.0008386661121615658,0.007646401723225911,6.952844270850178e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8295454545454546,0.8620689655172413,0.8850574712643678,0.8588906304423546,0.022773849922464694,145,0.9252873563218391,0.9085714285714286,0.9085714285714286,0.9141434044882321,0.007879963910759786,RandomForestClassifier,5-14,"[None, None, False]",12,6,60,
414,0.11286473274230957,0.00106070849413428,0.008767366409301758,8.485379419351666e-07,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8295454545454546,0.8620689655172413,0.8850574712643678,0.8588906304423546,0.022773849922464694,145,0.9310344827586207,0.9028571428571428,0.9028571428571428,0.9122495894909687,0.013282925413422186,RandomForestClassifier,5-14,"[None, None, False]",12,6,70,
415,0.1270291805267334,0.0013036717876689992,0.009742101033528646,0.00011079417374060041,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9367816091954023,0.9085714285714286,0.8971428571428571,0.9141652983032293,0.01665885550296611,RandomForestClassifier,5-14,"[None, None, False]",12,6,80,
416,0.14456375439961752,0.0014780463935108983,0.011113882064819336,0.0004320764339288683,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9425287356321839,0.9085714285714286,0.8971428571428571,0.9160810071154898,0.019274591547666267,RandomForestClassifier,5-14,"[None, None, False]",12,6,90,
417,0.1601839860280355,0.0010880087653782117,0.012428998947143555,0.0008422130148035647,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8181818181818182,0.8275862068965517,0.8850574712643678,0.8436084987809126,0.029559246965206724,211,0.9367816091954023,0.9028571428571428,0.8971428571428571,0.9122605363984674,0.017495247424001714,RandomForestClassifier,5-14,"[None, None, False]",12,6,100,
418,0.1763765811920166,0.0015316602711059302,0.01301137606302897,0.00025565390022164945,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9425287356321839,0.9085714285714286,0.8971428571428571,0.9160810071154898,0.019274591547666267,RandomForestClassifier,5-14,"[None, None, False]",12,6,110,
419,0.19133464495340982,0.0012299023137624617,0.01501758893330892,0.001446464702443903,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9085714285714286,0.9028571428571428,0.9199014778325122,0.020198886535393253,RandomForestClassifier,5-14,"[None, None, False]",12,6,120,
420,0.20855633417765299,0.0020639139916432637,0.015169302622477213,0.0004681982580965442,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",12,6,130,
421,0.2251284917195638,0.003613071821017144,0.01625688870747884,0.00021281270802508054,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8409090909090909,0.8390804597701149,0.8850574712643678,0.8550156739811912,0.02125587230176195,180,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",12,6,140,
422,0.23796701431274414,0.0006345301943353867,0.016988515853881836,5.8245745081192994e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",12,6,150,
423,0.2570304075876872,0.005123611249952211,0.01842474937438965,0.0006689501343316072,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9028571428571428,0.9028571428571428,0.9179967159277505,0.021410589564991714,RandomForestClassifier,5-14,"[None, None, False]",12,6,160,
424,0.27223006884257,0.0013200439795322224,0.01966579755147298,0.0007918631154596788,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9028571428571428,0.8914285714285715,0.9141871921182266,0.024551729409314497,RandomForestClassifier,5-14,"[None, None, False]",12,6,170,
425,0.28533267974853516,0.002050902513853326,0.020237127939860027,0.00012564520882367444,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8409090909090909,0.8505747126436781,0.8850574712643678,0.8588470916057123,0.01894895005476872,152,0.9482758620689655,0.9142857142857143,0.8971428571428571,0.9199014778325124,0.021249292511414986,RandomForestClassifier,5-14,"[None, None, False]",12,6,180,
426,0.3019758065541585,0.0018370383370023044,0.021106878916422527,0.00017824956345923406,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9142857142857143,0.8971428571428571,0.9199014778325124,0.021249292511414986,RandomForestClassifier,5-14,"[None, None, False]",12,6,190,
427,0.3176575501759847,0.0021393331327071267,0.022210359573364258,0.00025946952769841634,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9085714285714286,0.8914285714285715,0.9160919540229885,0.02380927467170485,RandomForestClassifier,5-14,"[None, None, False]",12,6,200,
428,0.3363632361094157,0.0027760383493088173,0.023565133412679035,0.00024008236611969397,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9482758620689655,0.9085714285714286,0.8914285714285715,0.9160919540229885,0.02380927467170485,RandomForestClassifier,5-14,"[None, None, False]",12,6,210,
429,0.35489821434020996,0.004534751412813303,0.024982929229736328,0.0008720151626807573,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9425287356321839,0.9085714285714286,0.8914285714285715,0.9141762452107279,0.02123467561292399,RandomForestClassifier,5-14,"[None, None, False]",12,6,220,
430,0.3649463653564453,0.0031629594700454465,0.026082992553710938,0.0007620166124607329,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8295454545454546,0.8505747126436781,0.8850574712643678,0.8550592128178335,0.022883459185027457,161,0.9425287356321839,0.9028571428571428,0.8971428571428571,0.9141762452107279,0.020183508947160884,RandomForestClassifier,5-14,"[None, None, False]",12,6,230,
431,0.376120646794637,0.006855714061559454,0.02652144432067871,0.00021912115870360168,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8295454545454546,0.8390804597701149,0.8850574712643678,0.8512277951933124,0.02423584560746029,188,0.9425287356321839,0.9028571428571428,0.8971428571428571,0.9141762452107279,0.020183508947160884,RandomForestClassifier,5-14,"[None, None, False]",12,6,240,
432,0.016480366388956707,0.00040092971548863054,0.002461512883504232,9.457604218045705e-06,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6818181818181818,0.8045977011494253,0.8505747126436781,0.7789968652037618,0.07123315602022118,373,0.8333333333333334,0.88,0.8628571428571429,0.8587301587301588,0.01927378950687051,RandomForestClassifier,5-14,"[None, None, False]",12,9,10,
433,0.031758785247802734,0.00047011311503906413,0.0035217603047688804,6.970997574993258e-06,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6818181818181818,0.8045977011494253,0.8735632183908046,0.7866597004528039,0.07930056184880034,350,0.8390804597701149,0.88,0.8571428571428571,0.8587411056376574,0.01674351599564529,RandomForestClassifier,5-14,"[None, None, False]",12,9,20,
434,0.046506643295288086,0.0006299134668984099,0.004593849182128906,0.0001547710631133369,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7386363636363636,0.8045977011494253,0.8735632183908046,0.8055990943921979,0.055088208809759565,273,0.8505747126436781,0.8857142857142857,0.8628571428571429,0.8663820470717023,0.01456058861418969,RandomForestClassifier,5-14,"[None, None, False]",12,9,30,
435,0.06263430913289388,0.00035322624198281475,0.005606174468994141,2.82429592831104e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8563218390804598,0.88,0.8571428571428571,0.8644882320744389,0.010973596365733036,RandomForestClassifier,5-14,"[None, None, False]",12,9,40,
436,0.0791167418162028,0.001332672367814575,0.006751298904418945,0.00018578983540098494,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8620689655172413,0.88,0.8628571428571429,0.8683087027914614,0.008273255251857053,RandomForestClassifier,5-14,"[None, None, False]",12,9,50,
437,0.0933838685353597,0.0022138230231346207,0.007816632588704428,0.00038513382545647673,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8735632183908046,0.8093434343434343,0.04722280107726226,257,0.8620689655172413,0.8857142857142857,0.8628571428571429,0.8702134646962233,0.010965457736464599,RandomForestClassifier,5-14,"[None, None, False]",12,9,60,
438,0.11489152908325195,0.0007499693045578749,0.009543895721435547,6.407060349383862e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8620689655172413,0.8055120167189133,0.04203863507210475,285,0.8620689655172413,0.88,0.88,0.8740229885057471,0.00845277071763232,RandomForestClassifier,5-14,"[None, None, False]",12,9,70,
439,0.12920093536376953,0.0032900825259046217,0.01021877924601237,0.0006119978556310145,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8620689655172413,0.809299895506792,0.038229379581873994,265,0.867816091954023,0.88,0.88,0.8759386973180076,0.005743549333775793,RandomForestClassifier,5-14,"[None, None, False]",12,9,80,
440,0.1400775909423828,0.00043329640966361955,0.010856707890828451,7.994345570466713e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8620689655172413,0.809299895506792,0.038229379581873994,265,0.8793103448275862,0.88,0.88,0.8797701149425287,0.0003251065660627916,RandomForestClassifier,5-14,"[None, None, False]",12,9,90,
441,0.15583141644795737,0.0009610789123314937,0.012022892634073893,8.986859005919161e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.8793103448275862,0.88,0.88,0.8797701149425287,0.0003251065660627916,RandomForestClassifier,5-14,"[None, None, False]",12,9,100,
442,0.17029714584350586,0.0012780573760638983,0.013403971989949545,0.0006051723061677476,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8793103448275862,0.88,0.8857142857142857,0.8816748768472906,0.002870136356839512,RandomForestClassifier,5-14,"[None, None, False]",12,9,110,
443,0.18453685442606607,0.002060538151215788,0.013974825541178385,0.0005824983514338972,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8793103448275862,0.88,0.8857142857142857,0.8816748768472906,0.002870136356839512,RandomForestClassifier,5-14,"[None, None, False]",12,9,120,
444,0.2051987648010254,0.003972822937589335,0.015420675277709961,0.0007185543081625367,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8850574712643678,0.8169627307558343,0.04886353375261986,224,0.8850574712643678,0.88,0.8857142857142857,0.8835905856595513,0.002553047896056281,RandomForestClassifier,5-14,"[None, None, False]",12,9,130,
445,0.21735946337381998,0.0036915345340254057,0.01678633689880371,0.0009860833523070646,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8850574712643678,0.8131748519679554,0.05245434289449946,232,0.8908045977011494,0.88,0.8857142857142857,0.8855062944718117,0.00441340972783554,RandomForestClassifier,5-14,"[None, None, False]",12,9,140,
446,0.22971590360005698,0.0013253736966707401,0.017455259958902996,0.0007424665479384008,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.75,0.7931034482758621,0.8735632183908046,0.8055555555555557,0.0512071509755696,277,0.8908045977011494,0.88,0.8857142857142857,0.8855062944718117,0.00441340972783554,RandomForestClassifier,5-14,"[None, None, False]",12,9,150,
447,0.24816536903381348,0.006039175056574161,0.018335421880086262,0.00028863063429854344,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.75,0.7931034482758621,0.8735632183908046,0.8055555555555557,0.0512071509755696,277,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",12,9,160,
448,0.25861215591430664,0.0038196885267746464,0.018872419993082683,0.0002790075588164796,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",12,9,170,
449,0.27878713607788086,0.002303820064393663,0.020980278650919598,0.001295156439904299,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8685714285714285,0.8797920087575261,0.009077844738901495,RandomForestClassifier,5-14,"[None, None, False]",12,9,180,
450,0.2944703896840413,0.0004664566868875825,0.02099307378133138,0.0003642902911368415,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",12,9,190,
451,0.3118794759114583,0.0023076440243081074,0.022569974263509113,0.0003127779365648276,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8685714285714285,0.8797920087575261,0.009077844738901495,RandomForestClassifier,5-14,"[None, None, False]",12,9,200,
452,0.3225863774617513,0.0041088206018951995,0.02344067891438802,0.0001524950198500022,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.75,0.7931034482758621,0.8620689655172413,0.8017241379310344,0.046156259782209774,307,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",12,9,210,
453,0.3352209726969401,0.0021844486464539163,0.025612592697143555,0.0011526365049501107,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.75,0.7931034482758621,0.8735632183908046,0.8055555555555557,0.0512071509755696,277,0.896551724137931,0.88,0.8742857142857143,0.8836124794745484,0.009442150343019623,RandomForestClassifier,5-14,"[None, None, False]",12,9,220,
454,0.35529597600301105,0.0014782512091888439,0.025379260381062824,0.00030123256288125194,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7613636363636364,0.7931034482758621,0.8735632183908046,0.8093434343434343,0.04722280107726226,257,0.8908045977011494,0.88,0.8742857142857143,0.8816967706622879,0.006849703172813869,RandomForestClassifier,5-14,"[None, None, False]",12,9,230,
455,0.37396613756815594,0.004771468493330692,0.026390870412190754,0.0002980301114452051,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7727272727272727,0.7931034482758621,0.8735632183908046,0.8131313131313131,0.043533960019474835,241,0.9022988505747126,0.88,0.8742857142857143,0.885528188286809,0.012085931228424418,RandomForestClassifier,5-14,"[None, None, False]",12,9,240,
456,0.016266425450642902,4.55757276219473e-05,0.0024438699086507163,3.1319365698126156e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6931818181818182,0.7586206896551724,0.8505747126436781,0.7674590734935562,0.06455859652763266,421,0.8103448275862069,0.8685714285714285,0.8228571428571428,0.8339244663382593,0.02502596654610048,RandomForestClassifier,5-14,"[None, None, False]",12,12,10,
457,0.030777692794799805,0.00010686384208303996,0.003512859344482422,0.00010891859075411876,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6704545454545454,0.7816091954022989,0.8735632183908046,0.775208986415883,0.08304217908904057,381,0.8218390804597702,0.8742857142857143,0.84,0.8453749315818282,0.02174595390795214,RandomForestClassifier,5-14,"[None, None, False]",12,12,20,
458,0.046059608459472656,7.965202798111972e-05,0.004724740982055664,0.00011873835685582424,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.6818181818181818,0.7701149425287356,0.8505747126436781,0.7675026123301985,0.06891932421734763,412,0.8275862068965517,0.8685714285714285,0.84,0.8453858784893268,0.017160086718138366,RandomForestClassifier,5-14,"[None, None, False]",12,12,30,
459,0.06124035517374674,0.0003520345029028065,0.005587021509806315,4.810990502012282e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8505747126436781,0.7826976663183559,0.05498239715880018,362,0.8103448275862069,0.8685714285714285,0.8342857142857143,0.8377339901477833,0.02389563726413604,RandomForestClassifier,5-14,"[None, None, False]",12,12,40,
460,0.07644963264465332,0.00197250421985483,0.006598075230916341,5.6966021656854705e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8505747126436781,0.7826976663183559,0.05498239715880018,362,0.8160919540229885,0.8685714285714285,0.8285714285714286,0.837744937055282,0.02238509557194381,RandomForestClassifier,5-14,"[None, None, False]",12,12,50,
461,0.09186220169067383,0.0007111754328566819,0.00767970085144043,4.0727495110440464e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7272727272727273,0.7816091954022989,0.8505747126436781,0.7864855451062348,0.05045578254888696,354,0.8218390804597702,0.8685714285714285,0.8342857142857143,0.8415654077723044,0.019760626558071336,RandomForestClassifier,5-14,"[None, None, False]",12,12,60,
462,0.10671440760294597,0.001212834699998988,0.00881648063659668,0.0003713742669080147,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7272727272727273,0.7816091954022989,0.8390804597701149,0.7826541274817137,0.045651295518964845,368,0.8218390804597702,0.8742857142857143,0.8342857142857143,0.8434701696770662,0.02237450953719386,RandomForestClassifier,5-14,"[None, None, False]",12,12,70,
463,0.12245782216389973,0.000896189218828601,0.009689251581827799,0.00010407152285992586,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7045454545454546,0.7816091954022989,0.8390804597701149,0.7750783699059561,0.05511748463629066,384,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,80,
464,0.13826664288838705,0.001390068637738387,0.010736544926961264,8.560462899030932e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7159090909090909,0.7816091954022989,0.8275862068965517,0.7750348310693139,0.045828384643917724,387,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",12,12,90,
465,0.1537782351175944,0.0004521060603485993,0.011884609858194986,0.00012808756947012964,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",12,12,100,
466,0.16478435198465982,0.0011101107400567412,0.012551625569661459,3.966276970960844e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8505747126436781,0.7713340299547196,0.06927662396891428,396,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,110,
467,0.18126519521077475,0.003922960979138039,0.014090696970621744,0.0005277726614283389,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6931818181818182,0.7701149425287356,0.8160919540229885,0.7597962382445141,0.05070556916620133,460,0.8390804597701149,0.8685714285714285,0.8342857142857143,0.8473125342090859,0.015159218058043704,RandomForestClassifier,5-14,"[None, None, False]",12,12,120,
468,0.19669183095296225,0.003637744918596864,0.0159145991007487,0.0013272412087083287,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8390804597701149,0.7675026123301985,0.06497231605915102,412,0.8333333333333334,0.8685714285714285,0.84,0.8473015873015872,0.015284321418680266,RandomForestClassifier,5-14,"[None, None, False]",12,12,130,
469,0.21239479382832846,0.002418238330937205,0.01614864667256673,0.000440436724242743,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8505747126436781,0.7713340299547196,0.06927662396891428,396,0.8390804597701149,0.8685714285714285,0.8457142857142858,0.8511220580186097,0.012632294887353174,RandomForestClassifier,5-14,"[None, None, False]",12,12,140,
470,0.2272008260091146,0.0013023358088380874,0.017082929611206055,0.0003774349598170353,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8390804597701149,0.7675026123301985,0.06497231605915102,412,0.8275862068965517,0.8685714285714285,0.8457142857142858,0.8472906403940886,0.016769233126812944,RandomForestClassifier,5-14,"[None, None, False]",12,12,150,
471,0.2438789208730062,0.0017179823904659346,0.01845725377400716,0.00030632561970738646,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8333333333333334,0.8685714285714285,0.84,0.8473015873015872,0.015284321418680266,RandomForestClassifier,5-14,"[None, None, False]",12,12,160,
472,0.25870529810587567,0.001652427696861944,0.020347118377685547,0.0012272534390336766,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8275862068965517,0.7636711947056775,0.06084629917837274,441,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,170,
473,0.27419296900431317,0.004262140382684814,0.021374225616455078,0.0017951523058261343,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6818181818181818,0.7816091954022989,0.8275862068965517,0.7636711947056775,0.06084629917837274,441,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,180,
474,0.290286382039388,0.007390997887479711,0.021900256474812824,0.0007963727870692347,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8390804597701149,0.7712904911180773,0.06000811138452574,402,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,190,
475,0.3040585517883301,0.005977055502911517,0.022121747334798176,0.0001742310094863177,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,200,
476,0.3177085717519124,0.0031321907931441215,0.024341503779093426,0.0011741600708474454,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,210,
477,0.3320719401041667,0.0009001458081769087,0.024507999420166016,0.0005232514930430735,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8275862068965517,0.7674590734935562,0.055775170036911,421,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,220,
478,0.3498407204945882,0.00027556136583963616,0.025693734486897785,0.0003613527196649894,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,230,
479,0.3651382128397624,0.001660686916030543,0.027303695678710938,0.001310949624957073,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6931818181818182,0.7816091954022989,0.8160919540229885,0.7636276558690351,0.051763740179869,447,0.8390804597701149,0.8685714285714285,0.84,0.8492172961138479,0.013690586083090804,RandomForestClassifier,5-14,"[None, None, False]",12,12,240,
0,0.08501760164896648,0.0001350025189602,0.005994399388631185,0.00014883384697642537,42,"{'n_estimators': 30, 'random_state': 42}",0.7727272727272727,0.8045977011494253,0.7241379310344828,0.7671543016370602,0.03308309897633139,22,0.7931034482758621,0.9028571428571428,0.7885714285714286,0.8281773399014778,0.05283899776852354,AdaBoostClassifier,5-14,"[None, None, False]",,,30,
1,0.11556824048360188,0.0009955544801741366,0.007546265920003255,8.349515616735289e-05,42,"{'n_estimators': 40, 'random_state': 42}",0.8295454545454546,0.7586206896551724,0.8390804597701149,0.8090822013235807,0.03589338101520717,20,0.8793103448275862,0.8914285714285715,0.9142857142857143,0.8950082101806239,0.01450125229947484,AdaBoostClassifier,5-14,"[None, None, False]",,,40,
2,0.14255658785502115,0.00035224854858586,0.009356975555419922,0.00024410453358252848,42,"{'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8160919540229885,0.7939306861720654,0.01570310097355136,21,0.9137931034482759,0.9028571428571428,0.92,0.9122167487684729,0.007086750939253025,AdaBoostClassifier,5-14,"[None, None, False]",,,50,
3,0.17339452107747397,0.0016812699534507136,0.011338949203491211,8.880977395189905e-05,42,"{'n_estimators': 60, 'random_state': 42}",0.8295454545454546,0.8160919540229885,0.8045977011494253,0.8167450365726228,0.010195341664693417,16,0.9137931034482759,0.9371428571428572,0.9085714285714286,0.9198357963875207,0.012422217626000041,AdaBoostClassifier,5-14,"[None, None, False]",,,60,
4,0.20158656438191733,0.00120536744370294,0.012587388356526693,0.0001094652603493079,42,"{'n_estimators': 70, 'random_state': 42}",0.8181818181818182,0.7816091954022989,0.8390804597701149,0.812957157784744,0.023751622600114666,19,0.9367816091954023,0.9485714285714286,0.9371428571428572,0.9408319649698961,0.005474613998537302,AdaBoostClassifier,5-14,"[None, None, False]",,,70,
5,0.22614105542500815,0.0007321669673205072,0.013936758041381836,0.0001478583530974983,42,"{'n_estimators': 80, 'random_state': 42}",0.8409090909090909,0.7931034482758621,0.8505747126436781,0.8281957506095438,0.025125794490760796,5,0.9367816091954023,0.96,0.9485714285714286,0.9484510125889436,0.009479250775435244,AdaBoostClassifier,5-14,"[None, None, False]",,,80,
6,0.2554841836293538,0.0005803681649746924,0.01586127281188965,0.00020996173035001578,42,"{'n_estimators': 90, 'random_state': 42}",0.8522727272727273,0.7816091954022989,0.8620689655172413,0.8319836293974227,0.03584391413878251,3,0.9540229885057471,0.9485714285714286,0.9371428571428572,0.9465790914066776,0.007033811875061815,AdaBoostClassifier,5-14,"[None, None, False]",,,90,
7,0.2846535841623942,0.0014156463847109948,0.0179442564646403,0.0008250169470565166,42,"{'n_estimators': 100, 'random_state': 42}",0.8409090909090909,0.7931034482758621,0.8275862068965517,0.8205329153605015,0.02014375929849216,9,0.9252873563218391,0.9542857142857143,0.9371428571428572,0.9389053092501368,0.011903945262617815,AdaBoostClassifier,5-14,"[None, None, False]",,,100,
8,0.31165297826131183,0.001588177511535776,0.01914532979329427,0.0004364204314579727,42,"{'n_estimators': 110, 'random_state': 42}",0.8522727272727273,0.7816091954022989,0.8275862068965517,0.8204893765238593,0.029281478049042534,11,0.9310344827586207,0.9542857142857143,0.9371428571428572,0.9408210180623974,0.00984214044112197,AdaBoostClassifier,5-14,"[None, None, False]",,,110,
9,0.33948342005411786,0.0017815463734455507,0.020413001378377277,5.28699433604031e-05,42,"{'n_estimators': 120, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8160919540229885,0.8243207941483804,0.020314401891619094,8,0.9712643678160919,0.9657142857142857,0.9485714285714286,0.9618500273672689,0.009658907540706071,AdaBoostClassifier,5-14,"[None, None, False]",,,120,
10,0.37022026379903156,0.004626873001304078,0.023740609486897785,0.002088103384605508,42,"{'n_estimators': 130, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8505747126436781,0.8319836293974224,0.027501177871188512,4,0.9712643678160919,0.9485714285714286,0.96,0.9599452654625068,0.009264434495880507,AdaBoostClassifier,5-14,"[None, None, False]",,,130,
11,0.39842526117960614,0.0014146245329361771,0.02490973472595215,0.0015232188164503108,42,"{'n_estimators': 140, 'random_state': 42}",0.8522727272727273,0.7701149425287356,0.8620689655172413,0.8281522117729013,0.04123295637331597,7,0.9655172413793104,0.9485714285714286,0.9371428571428572,0.9504105090311987,0.011656559895686846,AdaBoostClassifier,5-14,"[None, None, False]",,,140,
12,0.42759545644124347,0.0023055635477493967,0.025824944178263348,0.0008111836172719441,42,"{'n_estimators': 150, 'random_state': 42}",0.8522727272727273,0.7471264367816092,0.8505747126436781,0.8166579588993382,0.04917109746877934,17,0.9655172413793104,0.9428571428571428,0.9314285714285714,0.9466009852216749,0.014166195007610021,AdaBoostClassifier,5-14,"[None, None, False]",,,150,
13,0.4568142890930176,0.0020301377990251737,0.026582002639770508,0.00035061871153216925,42,"{'n_estimators': 160, 'random_state': 42}",0.8522727272727273,0.7471264367816092,0.8620689655172413,0.8204893765238591,0.05202936521269877,14,0.9597701149425287,0.9371428571428572,0.9428571428571428,0.9465900383141763,0.009607256988098627,AdaBoostClassifier,5-14,"[None, None, False]",,,160,
14,0.4837948481241862,0.003528487252905277,0.029495795567830402,0.0012081903519411236,42,"{'n_estimators': 170, 'random_state': 42}",0.8522727272727273,0.7471264367816092,0.8620689655172413,0.8204893765238591,0.05202936521269877,14,0.9770114942528736,0.9428571428571428,0.9371428571428572,0.9523371647509579,0.017602654488891797,AdaBoostClassifier,5-14,"[None, None, False]",,,170,
15,0.511573870976766,0.001847100467122408,0.0303494135538737,0.0010604755900346587,42,"{'n_estimators': 180, 'random_state': 42}",0.8522727272727273,0.7471264367816092,0.8505747126436781,0.8166579588993382,0.04917109746877934,17,0.9770114942528736,0.9428571428571428,0.9314285714285714,0.950432402846196,0.019364729729207587,AdaBoostClassifier,5-14,"[None, None, False]",,,180,
16,0.5444032351175944,0.0019217240130344055,0.031648476918538414,0.0003772524499221336,42,"{'n_estimators': 190, 'random_state': 42}",0.8522727272727273,0.7586206896551724,0.8505747126436781,0.8204893765238593,0.043753259875212634,11,0.9712643678160919,0.9428571428571428,0.9314285714285714,0.9485166940339353,0.01674804581832458,AdaBoostClassifier,5-14,"[None, None, False]",,,190,
17,0.5706009070078532,0.003985456439553541,0.03365461031595866,0.0006142493160398446,42,"{'n_estimators': 200, 'random_state': 42}",0.8522727272727273,0.7701149425287356,0.8390804597701149,0.8204893765238593,0.036024960612626396,11,0.9597701149425287,0.9428571428571428,0.9257142857142857,0.9427805145046525,0.013903339647583881,AdaBoostClassifier,5-14,"[None, None, False]",,,200,
18,0.5996081034342448,0.0028492919263590853,0.035181522369384766,0.0005364590748019733,42,"{'n_estimators': 210, 'random_state': 42}",0.8409090909090909,0.7701149425287356,0.8505747126436781,0.8205329153605015,0.035868603255284875,9,0.9827586206896551,0.9371428571428572,0.92,0.9466338259441708,0.026485467515949605,AdaBoostClassifier,5-14,"[None, None, False]",,,210,
19,0.6256386439005533,0.004108589762409413,0.036113897959391274,0.0003728201025711276,42,"{'n_estimators': 220, 'random_state': 42}",0.8409090909090909,0.8160919540229885,0.8505747126436781,0.835858585858586,0.014523449119087128,1,0.9770114942528736,0.9542857142857143,0.9257142857142857,0.9523371647509579,0.020987274476531297,AdaBoostClassifier,5-14,"[None, None, False]",,,220,
20,0.6513700485229492,0.004688278422570638,0.03730956713358561,0.0007972791751004782,42,"{'n_estimators': 230, 'random_state': 42}",0.8409090909090909,0.8045977011494253,0.8505747126436781,0.8320271682340649,0.019792891136121267,2,0.9712643678160919,0.9542857142857143,0.92,0.9485166940339353,0.021322445886826486,AdaBoostClassifier,5-14,"[None, None, False]",,,230,
21,0.6797258853912354,0.0019229466988697685,0.040051539738972984,0.0013688009968861943,42,"{'n_estimators': 240, 'random_state': 42}",0.8409090909090909,0.8160919540229885,0.8275862068965517,0.8281957506095438,0.010140717543955244,5,0.9827586206896551,0.9485714285714286,0.92,0.9504433497536945,0.02565526826211286,AdaBoostClassifier,5-14,"[None, None, False]",,,240,
0,0.33212924003601074,0.0005634556928177546,0.001646280288696289,3.4510626073307475e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8735632183908046,0.8664228491814697,0.005089390176315762,66,1.0,0.9885714285714285,0.9885714285714285,0.9923809523809523,0.0053874802376118035,GradientBoostingClassifier,5-14,"[None, None, False]",,,30,0.05
1,0.4413768450419108,0.0016300120856474394,0.0017082691192626953,2.3847420361458326e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.896551724137931,0.8817485196795541,0.013639821838524054,65,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,GradientBoostingClassifier,5-14,"[None, None, False]",,,40,0.05
2,0.551576296488444,0.0015985769307308444,0.0017472108205159504,3.0497910533083616e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8863636363636364,0.8850574712643678,0.9080459770114943,0.8931556948798328,0.010542513719443881,63,1.0,1.0,0.9942857142857143,0.998095238095238,0.0026937401188058753,GradientBoostingClassifier,5-14,"[None, None, False]",,,50,0.05
3,0.6684172948201498,0.0034558978251385654,0.0018836657206217449,2.1250335322086492e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8863636363636364,0.8850574712643678,0.9080459770114943,0.8931556948798328,0.010542513719443881,63,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,60,0.05
4,0.7782802581787109,0.0043724122202623335,0.0018995602925618489,2.753112382306382e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.9195402298850575,0.9008185301288748,0.013876258247925155,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,70,0.05
5,0.8898855845133463,0.0022468870593941757,0.0020767847696940103,0.0001178045690752223,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.9310344827586207,0.9046499477533959,0.019114689790936997,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,80,0.05
6,1.0035158793131511,0.0014145337975125663,0.0020820299784342446,1.1047013368269536e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.9310344827586207,0.9046499477533959,0.019114689790936997,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,90,0.05
7,1.1166738669077556,0.004682928046068492,0.0021505355834960938,2.969117099923788e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.8863636363636364,0.9080459770114943,0.9310344827586207,0.908481365377917,0.018239395123071434,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,100,0.05
8,1.231834093729655,0.0038296736362673444,0.002300262451171875,5.2253752756836766e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.9310344827586207,0.9046499477533959,0.019114689790936997,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,110,0.05
9,1.3440887133280437,0.004493303474270861,0.0023195743560791016,6.547878825234402e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.8863636363636364,0.9080459770114943,0.9310344827586207,0.908481365377917,0.018239395123071434,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,120,0.05
10,1.460072676340739,0.0055607042159844045,0.002341190973917643,4.77719814566507e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.8863636363636364,0.9080459770114943,0.9310344827586207,0.908481365377917,0.018239395123071434,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,130,0.05
11,1.56795072555542,0.00032613785124592244,0.0023729801177978516,1.5477020613782387e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.875,0.9080459770114943,0.9310344827586207,0.9046934865900383,0.02299848123284093,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,140,0.05
12,1.686523675918579,0.0035406610724573492,0.002706289291381836,0.0003141188078545984,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9310344827586207,0.9123127830024381,0.018939343894687998,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,150,0.05
13,1.7904311815897624,0.00735348009812146,0.0024847984313964844,2.792111283365502e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.8863636363636364,0.9310344827586207,0.9310344827586207,0.9161442006269592,0.021058038938157365,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,160,0.05
14,1.917947769165039,0.017147070077731395,0.002599636713663737,5.379191412806788e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.8863636363636364,0.9310344827586207,0.9310344827586207,0.9161442006269592,0.021058038938157365,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,170,0.05
15,2.0277032057444253,0.00263496156775101,0.002604881922403971,2.6864412849114652e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.8863636363636364,0.9310344827586207,0.9310344827586207,0.9161442006269592,0.021058038938157365,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,180,0.05
16,2.1515544255574546,0.007061249150695318,0.0027223428090413413,5.074465002604177e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.8863636363636364,0.9080459770114943,0.9310344827586207,0.908481365377917,0.018239395123071434,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,190,0.05
17,2.2474772930145264,0.004406000607041034,0.0027712186177571616,6.941552824738736e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.9310344827586207,0.9122692441657958,0.013921674925825404,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,200,0.05
18,2.3604794343312583,0.008467690631323225,0.002882083257039388,8.391302881091837e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.9310344827586207,0.9122692441657958,0.013921674925825404,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,210,0.05
19,2.4694010416666665,0.007794477253892692,0.002897183100382487,8.822933571073696e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.9310344827586207,0.9122692441657958,0.013921674925825404,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,220,0.05
20,2.5992703437805176,0.007252391269782208,0.0028738180796305337,5.700991005315647e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.9310344827586207,0.9122692441657958,0.013921674925825404,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,230,0.05
21,2.704983393351237,0.015949021154905138,0.0030395189921061196,6.924717946976848e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.8977272727272727,0.9195402298850575,0.9195402298850575,0.9122692441657959,0.010282726616000824,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,240,0.05
22,0.33416064580281574,0.0019779117604317342,0.0016105969746907551,2.8478353824691006e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8522727272727273,0.9080459770114943,0.9195402298850575,0.8932863113897597,0.02937816676688117,62,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,30,0.1
23,0.4471753438313802,0.0032663663942248096,0.0017954508463541667,0.0001174714789563665,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.875,0.896551724137931,0.9195402298850575,0.8970306513409962,0.018186626001961227,61,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,40,0.1
24,0.5626324017842611,0.004463616453616193,0.0017896493275960286,7.787529260879421e-06,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.875,0.9080459770114943,0.9195402298850575,0.9008620689655172,0.018879696690064195,58,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,50,0.1
25,0.6744500001271566,0.0035322420411260085,0.0020110607147216797,6.619655103367956e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,60,0.1
26,0.7788623174031576,0.0024450989789038314,0.0019524892171223958,2.559889772037563e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,70,0.1
27,0.8962358633677164,0.008045241136075808,0.0020285447438557944,1.4795191451871878e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,80,0.1
28,1.0058667659759521,0.0013663875614583424,0.002085606257120768,7.474674896257717e-06,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,90,0.1
29,1.1168285210927327,0.00280497164860313,0.002157290776570638,2.628401889157259e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,100,0.1
30,1.2297301292419434,0.009818645902067649,0.0023044745127360025,0.00021946706122015911,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.8863636363636364,0.9310344827586207,0.9195402298850575,0.9123127830024381,0.018939343894687998,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,110,0.1
31,1.3345684210459392,0.0031424284234468887,0.002347548802693685,5.36398827044028e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.8863636363636364,0.9310344827586207,0.9195402298850575,0.9123127830024381,0.018939343894687998,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,120,0.1
32,1.4423917134602864,0.009557076256482765,0.0023508071899414062,5.554726520160315e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,130,0.1
33,1.5561813513437908,0.00870866783121987,0.002353827158610026,5.143226586470228e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,140,0.1
34,1.6831786632537842,0.00665123324815265,0.0024650891621907554,9.543026073093107e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,150,0.1
35,1.7826141516367595,0.009026262105814887,0.0025834242502848306,5.675708831789578e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,160,0.1
36,1.8908605575561523,0.011736906058088968,0.002541780471801758,1.045241843070172e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,170,0.1
37,1.9927330017089844,0.016060413446585025,0.002635478973388672,5.662361780244697e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,180,0.1
38,2.1098881562550864,0.009869560480446817,0.0026972293853759766,5.142587981447479e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,190,0.1
39,2.223287661870321,0.016511865035369895,0.0028020540873209634,5.87179134460201e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9195402298850575,0.908481365377917,0.015639596170444362,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,200,0.1
40,2.331559181213379,0.01095822082647172,0.0028220812479654946,5.43752353603819e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,210,0.1
41,2.452345291773478,0.017399647669730758,0.002846320470174154,6.408844358142875e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.875,0.9195402298850575,0.9080459770114943,0.9008620689655172,0.018879696690064195,58,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,220,0.1
42,2.553854068120321,0.002745650691044297,0.002927700678507487,5.463769219129043e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9080459770114943,0.9046499477533961,0.013755516480374812,53,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,230,0.1
43,2.6771276791890464,0.005927810935114657,0.002995729446411133,3.462299687417733e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.8863636363636364,0.9195402298850575,0.9080459770114943,0.9046499477533961,0.013755516480374812,53,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,240,0.1
44,0.3351605733235677,0.0034685548219125484,0.0016883214314778645,0.0001229041544354449,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.875,0.9195402298850575,0.9310344827586207,0.9085249042145594,0.024165662474220036,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,30,0.5
45,0.44263490041097003,0.0021564090243882373,0.0016856988271077473,3.622097098613325e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.875,0.9195402298850575,0.9310344827586207,0.9085249042145594,0.024165662474220036,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,40,0.5
46,0.5551180839538574,0.0028359708889659245,0.001737356185913086,4.5677332906811354e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.875,0.9195402298850575,0.9310344827586207,0.9085249042145594,0.024165662474220036,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,50,0.5
47,0.6619110107421875,0.011461352292497347,0.0018930435180664062,5.190119293993678e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.875,0.9195402298850575,0.9310344827586207,0.9085249042145594,0.024165662474220036,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,60,0.5
48,0.7337388197580973,0.054990096973105966,0.0020018418629964194,0.00012125631306779405,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,70,0.5
49,0.7523766358693441,0.05701164125353841,0.0019307931264241536,3.748575657646558e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,80,0.5
50,0.7664128144582113,0.056377866770989916,0.0019199053446451824,3.871168597600247e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,90,0.5
51,0.7773803869883219,0.057367854046470546,0.0019151369730631511,3.933898527606005e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,100,0.5
52,0.7977588176727295,0.054995955114200766,0.0020335515340169272,9.571673742529427e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,110,0.5
53,0.8089670340220133,0.05750624346254277,0.0021630128224690757,5.114743839805631e-06,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,120,0.5
54,0.8195294539133707,0.05564779350162216,0.002047856648763021,4.019472953924113e-06,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,130,0.5
55,0.837762196858724,0.05593003993324649,0.0020645459493001304,3.780837253532456e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,140,0.5
56,0.848721424738566,0.05853661560623121,0.0021218458811442056,2.575901613856366e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,150,0.5
57,0.8600325584411621,0.05853649328976631,0.0020641485850016275,2.6910219109939968e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,160,0.5
58,0.8714667956034342,0.057512194792318415,0.0021036465962727866,5.063475284988308e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,170,0.5
59,0.8891077836354574,0.05595499849637655,0.002063274383544922,3.086638293872018e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,180,0.5
60,0.8968097368876139,0.05712466844520283,0.002190272013346354,9.294254955662116e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,190,0.5
61,0.9147616227467855,0.060473468239071446,0.002199093500773112,0.00013462275506178202,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,200,0.5
62,0.9400957425435384,0.05951023609212744,0.0022357304890950522,4.685691771300456e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,210,0.5
63,0.9479829470316569,0.0580590847625391,0.0021875699361165366,1.911450320294927e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,220,0.5
64,0.9632985591888428,0.0545027690459784,0.0021555423736572266,1.585797228652562e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,230,0.5
65,0.9777390162150065,0.05716258989321774,0.002228339513142904,8.906145799226515e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.875,0.9195402298850575,0.9195402298850575,0.9046934865900383,0.0209964657248879,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[None, None, False]",,,240,0.5
0,0.0075426896413167315,0.0010388985801001367,0.0008958180745442709,3.428883217572796e-05,42,{'random_state': 42},0.8023255813953488,0.8705882352941177,0.8588235294117647,0.8439124487004105,0.02979600337082326,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-21,"[None, None, False]",,,,
0,0.016454776128133137,0.0002033377685140401,0.0022722085316975913,0.00013022723586928814,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8255813953488372,0.8117647058823529,0.8470588235294118,0.8281349749202006,0.014521461395501726,289,0.888235294117647,0.9005847953216374,0.9122807017543859,0.90036693039789,0.00981770529699566,RandomForestClassifier,5-21,"[None, None, False]",3,1,10,
1,0.030948797861735027,0.0003498265655278952,0.004183610280354817,0.0009700248576317842,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,190,0.888235294117647,0.9005847953216374,0.9298245614035088,0.9062148836142644,0.01743923180610879,RandomForestClassifier,5-21,"[None, None, False]",3,1,20,
2,0.046654462814331055,0.0004913026970518477,0.00447996457417806,1.8785541678608954e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8604651162790697,0.8235294117647058,0.8823529411764706,0.8554491564067487,0.02427511473635416,207,0.8941176470588236,0.8888888888888888,0.9298245614035088,0.9042770324504069,0.018190513181456106,RandomForestClassifier,5-21,"[None, None, False]",3,1,30,
3,0.061457554499308266,0.00030723613460932354,0.005703846613566081,0.00015075048367259495,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8823529411764706,0.8515731874145006,0.02409240662237673,212,0.8823529411764706,0.8830409356725146,0.9239766081871345,0.8964568283453732,0.019461449860530312,RandomForestClassifier,5-21,"[None, None, False]",3,1,40,
4,0.07660587628682454,0.0014673765470754041,0.00644683837890625,1.1970100715608456e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8604651162790697,0.8235294117647058,0.8588235294117647,0.8476060191518467,0.017037917895420262,233,0.888235294117647,0.8888888888888888,0.9181286549707602,0.8984176126590987,0.013940365568863498,RandomForestClassifier,5-21,"[None, None, False]",3,1,50,
5,0.09338577588399251,0.0018738106781718588,0.007495959599812825,5.898481857459636e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8604651162790697,0.8235294117647058,0.8588235294117647,0.8476060191518467,0.017037917895420262,233,0.8823529411764706,0.8830409356725146,0.9181286549707602,0.8945075106065818,0.016705032772823595,RandomForestClassifier,5-21,"[None, None, False]",3,1,60,
6,0.1074829896291097,0.0010375239939327866,0.008505026499430338,0.00016519871009838404,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8604651162790697,0.8235294117647058,0.8705882352941177,0.8515275877792977,0.02022445351146739,213,0.8823529411764706,0.8888888888888888,0.9181286549707602,0.8964568283453732,0.015554864299965073,RandomForestClassifier,5-21,"[None, None, False]",3,1,70,
7,0.12369306882222493,0.002024165520927812,0.009641249974568685,0.00014496638216630442,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8604651162790697,0.8235294117647058,0.8705882352941177,0.8515275877792977,0.02022445351146739,213,0.8823529411764706,0.8888888888888888,0.9239766081871345,0.8984061460841647,0.018276871582128578,RandomForestClassifier,5-21,"[None, None, False]",3,1,80,
8,0.13895185788472494,0.0003176304818986436,0.010620673497517904,0.00025919059201117437,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8604651162790697,0.8235294117647058,0.8705882352941177,0.8515275877792977,0.02022445351146739,213,0.8823529411764706,0.8830409356725146,0.9239766081871345,0.8964568283453732,0.019461449860530312,RandomForestClassifier,5-21,"[None, None, False]",3,1,90,
9,0.15424211819966635,0.002029879562375454,0.011743625005086264,0.00017874985005719075,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8823529411764706,0.8888888888888888,0.9181286549707602,0.8964568283453732,0.015554864299965073,RandomForestClassifier,5-21,"[None, None, False]",3,1,100,
10,0.16898107528686523,0.00016210932285340795,0.012902418772379557,0.0002746431175845682,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8764705882352941,0.8888888888888888,0.9181286549707602,0.8944960440316477,0.01746288965454769,RandomForestClassifier,5-21,"[None, None, False]",3,1,110,
11,0.1852566401163737,0.0014773455394654666,0.014586607615152994,0.0012621855008179412,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8764705882352941,0.8888888888888888,0.9181286549707602,0.8944960440316477,0.01746288965454769,RandomForestClassifier,5-21,"[None, None, False]",3,1,120,
12,0.1995400587717692,0.00282021676185602,0.014977455139160156,0.0002857335681560753,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8888888888888888,0.9181286549707602,0.8944960440316477,0.01746288965454769,RandomForestClassifier,5-21,"[None, None, False]",3,1,130,
13,0.21461749076843262,0.0010485187404414107,0.015541712443033854,0.0002211102637672533,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8888888888888888,0.9122807017543859,0.8925467262928564,0.014846456107277093,RandomForestClassifier,5-21,"[None, None, False]",3,1,140,
14,0.23212933540344238,0.0019262999847617002,0.01683696111043294,0.0002544831661316262,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8823529411764706,0.8888888888888888,0.9122807017543859,0.8945075106065818,0.0128476819130185,RandomForestClassifier,5-21,"[None, None, False]",3,1,150,
15,0.24636554718017578,0.0012130689977007736,0.018370548884073894,0.0006086595600800923,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.888235294117647,0.8888888888888888,0.9239766081871345,0.9003669303978902,0.01669669549172734,RandomForestClassifier,5-21,"[None, None, False]",3,1,160,
16,0.2621268431345622,0.005126613171134307,0.019034306208292644,0.000624261290913149,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8823529411764706,0.8888888888888888,0.9239766081871345,0.8984061460841647,0.018276871582128578,RandomForestClassifier,5-21,"[None, None, False]",3,1,170,
17,0.2758614222208659,0.0012448730976096034,0.020025014877319336,0.00030400883813677947,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.888235294117647,0.8947368421052632,0.9239766081871345,0.9023162481366817,0.01554447232288188,RandomForestClassifier,5-21,"[None, None, False]",3,1,180,
18,0.2907118797302246,0.00100475599495104,0.021097262700398762,0.0005190152272292759,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8823529411764706,0.8947368421052632,0.9181286549707602,0.8984061460841647,0.01483404346180139,RandomForestClassifier,5-21,"[None, None, False]",3,1,190,
19,0.3092807133992513,0.004909917210768777,0.02337018648783366,0.002083412922664542,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.888235294117647,0.8947368421052632,0.9181286549707602,0.9003669303978902,0.012836839600947789,RandomForestClassifier,5-21,"[None, None, False]",3,1,200,
20,0.3262983163197835,0.005682140131074436,0.023684104283650715,0.0010026929739465561,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.888235294117647,0.8947368421052632,0.9239766081871345,0.9023162481366817,0.01554447232288188,RandomForestClassifier,5-21,"[None, None, False]",3,1,210,
21,0.33956138292948407,0.001997607242470813,0.02514020601908366,0.00154460959513546,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8823529411764706,0.8947368421052632,0.9239766081871345,0.9003554638229562,0.017451057205005373,RandomForestClassifier,5-21,"[None, None, False]",3,1,220,
22,0.35187745094299316,0.003990886295287631,0.02690283457438151,0.0018954454410504131,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8823529411764706,0.8947368421052632,0.9239766081871345,0.9003554638229562,0.017451057205005373,RandomForestClassifier,5-21,"[None, None, False]",3,1,230,
23,0.37017043431599933,0.001208849539710659,0.0260769526163737,0.00012347018681351193,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.888235294117647,0.8947368421052632,0.9239766081871345,0.9023162481366817,0.01554447232288188,RandomForestClassifier,5-21,"[None, None, False]",3,1,240,
24,0.016404072443644207,0.00023069666662336037,0.0029113292694091797,0.000700624897374196,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8255813953488372,0.8235294117647058,0.8705882352941177,0.8398996808025535,0.021716248782016653,265,0.8647058823529412,0.8888888888888888,0.9415204678362573,0.8983717463593625,0.03206829768995549,RandomForestClassifier,5-21,"[None, None, False]",3,3,10,
25,0.031083345413208008,0.00024217796758064616,0.0034697850545247397,5.275693123155915e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8488372093023255,0.8352941176470589,0.8823529411764706,0.8554947560419516,0.019780047428925408,206,0.8705882352941177,0.8888888888888888,0.9473684210526315,0.9022818484118793,0.032744747719965925,RandomForestClassifier,5-21,"[None, None, False]",3,3,20,
26,0.04657204945882162,0.0005496007769541178,0.0045388539632161455,6.054934904959843e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8604651162790697,0.8235294117647058,0.8588235294117647,0.8476060191518467,0.017037917895420262,233,0.8764705882352941,0.8888888888888888,0.9298245614035088,0.8983946795092305,0.022795199124625274,RandomForestClassifier,5-21,"[None, None, False]",3,3,30,
27,0.06163231531778971,0.0006615721439768852,0.005823771158854167,4.851347798688271e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8764705882352941,0.8713450292397661,0.9239766081871345,0.8905974085540649,0.023695232500264594,RandomForestClassifier,5-21,"[None, None, False]",3,3,40,
28,0.07847452163696289,0.0012543160131454464,0.006653388341267903,0.00013756364056255,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8764705882352941,0.8713450292397661,0.9064327485380117,0.8847494553376906,0.015474532664186812,RandomForestClassifier,5-21,"[None, None, False]",3,3,50,
29,0.09199325243631999,0.0003443637235586275,0.008191108703613281,0.0008927818135785273,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8823529411764706,0.8713450292397661,0.9064327485380117,0.886710239651416,0.014652111312889154,RandomForestClassifier,5-21,"[None, None, False]",3,3,60,
30,0.10617518424987793,0.0006553382416126603,0.008590141932169596,2.0357776179600815e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8764705882352941,0.8771929824561403,0.9122807017543859,0.8886480908152734,0.016713381628746304,RandomForestClassifier,5-21,"[None, None, False]",3,3,70,
31,0.12376260757446289,0.0034181153636379676,0.009514252344767252,0.00012835725513469273,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8764705882352941,0.8830409356725146,0.9239766081871345,0.8944960440316477,0.021017772060104658,RandomForestClassifier,5-21,"[None, None, False]",3,3,80,
32,0.13675530751546225,0.0010373856278286207,0.010535001754760742,9.359885474961915e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8823529411764706,0.8830409356725146,0.9181286549707602,0.8945075106065818,0.016705032772823595,RandomForestClassifier,5-21,"[None, None, False]",3,3,90,
33,0.15147161483764648,0.0017942750038371588,0.012643973032633463,0.0014246145714838768,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8764705882352941,0.8830409356725146,0.9122807017543859,0.8905974085540649,0.01556526623328929,RandomForestClassifier,5-21,"[None, None, False]",3,3,100,
34,0.16774884859720865,0.0012387984086749723,0.012567520141601562,7.393385381613483e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8764705882352941,0.8830409356725146,0.9181286549707602,0.8925467262928564,0.01828694748579743,RandomForestClassifier,5-21,"[None, None, False]",3,3,110,
35,0.1827836036682129,0.0011308680706895234,0.013828595479329428,0.00029920422413981436,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,221,0.8705882352941177,0.8830409356725146,0.9181286549707602,0.8905859419791309,0.02012822588444703,RandomForestClassifier,5-21,"[None, None, False]",3,3,120,
36,0.20001371701558432,0.003505813327621946,0.014811515808105469,2.4509615470688624e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8888888888888888,0.9122807017543859,0.8925467262928564,0.014846456107277093,RandomForestClassifier,5-21,"[None, None, False]",3,3,130,
37,0.21438097953796387,0.0007875332706847339,0.015531778335571289,0.0001916506755185389,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8830409356725146,0.9122807017543859,0.8905974085540649,0.01556526623328929,RandomForestClassifier,5-21,"[None, None, False]",3,3,140,
38,0.2283479372660319,0.0014344019746857614,0.016706307729085285,0.00018868841936152135,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8830409356725146,0.9122807017543859,0.8905974085540649,0.01556526623328929,RandomForestClassifier,5-21,"[None, None, False]",3,3,150,
39,0.24491572380065918,0.0019062599512327096,0.017833232879638672,0.0001135264724227847,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8830409356725146,0.9181286549707602,0.8925467262928564,0.01828694748579743,RandomForestClassifier,5-21,"[None, None, False]",3,3,160,
40,0.25920335451761883,0.004399156817635986,0.019040743509928387,0.0004069445631474933,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8830409356725146,0.9181286549707602,0.8925467262928564,0.01828694748579743,RandomForestClassifier,5-21,"[None, None, False]",3,3,170,
41,0.2756260236104329,0.0027532688749817074,0.02026232083638509,0.0007186499785662214,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8888888888888888,0.9181286549707602,0.8944960440316477,0.01746288965454769,RandomForestClassifier,5-21,"[None, None, False]",3,3,180,
42,0.2905772527058919,0.0021012535343906073,0.0224610169728597,0.002284470328465769,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8888888888888888,0.9122807017543859,0.8925467262928564,0.014846456107277093,RandomForestClassifier,5-21,"[None, None, False]",3,3,190,
43,0.3050220807393392,0.00303816980471829,0.02226718266805013,0.0003307355461562198,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8888888888888888,0.9122807017543859,0.8925467262928564,0.014846456107277093,RandomForestClassifier,5-21,"[None, None, False]",3,3,200,
44,0.3228817780812581,0.0031474914743082547,0.023018836975097656,0.00035360977164917913,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8888888888888888,0.9064327485380117,0.8905974085540649,0.012291515829659535,RandomForestClassifier,5-21,"[None, None, False]",3,3,210,
45,0.3347462018330892,0.0005570712671273857,0.024482091267903645,0.0008987590376751279,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8830409356725146,0.9122807017543859,0.8905974085540649,0.01556526623328929,RandomForestClassifier,5-21,"[None, None, False]",3,3,220,
46,0.34993783632914227,0.0010253183224996929,0.025136868158976238,0.0002335160653201267,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8830409356725146,0.9181286549707602,0.8925467262928564,0.01828694748579743,RandomForestClassifier,5-21,"[None, None, False]",3,3,230,
47,0.3685896396636963,0.0037681426547155413,0.02678219477335612,0.0005763751384103285,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,236,0.8764705882352941,0.8888888888888888,0.9064327485380117,0.8905974085540649,0.012291515829659535,RandomForestClassifier,5-21,"[None, None, False]",3,3,240,
48,0.01598636309305827,4.0101756159246825e-05,0.0023925304412841797,5.5268903035451145e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8470588235294118,0.8243502051983583,0.02427579998045069,290,0.8529411764705882,0.8888888888888888,0.9239766081871345,0.8886022245155373,0.029000801967488624,RandomForestClassifier,5-21,"[None, None, False]",3,6,10,
49,0.031250556310017906,0.0004977411152520618,0.0033837159474690757,5.045406337360883e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.8470588235294118,0.8203830369357045,0.0192522286253661,291,0.8647058823529412,0.8654970760233918,0.9064327485380117,0.8788785689714483,0.019486424429088375,RandomForestClassifier,5-21,"[None, None, False]",3,6,20,
50,0.04659064610799154,0.000684415662876696,0.004565715789794922,3.742336374369076e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8255813953488372,0.8117647058823529,0.8588235294117647,0.8320565435476516,0.01974974896280178,285,0.8647058823529412,0.8654970760233918,0.9122807017543859,0.8808278867102396,0.022242844205226937,RandomForestClassifier,5-21,"[None, None, False]",3,6,30,
51,0.061108907063802086,0.0004750947243579374,0.005543708801269531,4.371888620937618e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8705882352941177,0.8437300501595987,0.0242846207711251,260,0.8588235294117647,0.8596491228070176,0.9239766081871345,0.8808164201353056,0.030520722748273804,RandomForestClassifier,5-21,"[None, None, False]",3,6,40,
52,0.07675981521606445,0.0010977865006975111,0.0067844390869140625,0.00025894233459625035,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8705882352941177,0.8437300501595987,0.0242846207711251,260,0.8647058823529412,0.8596491228070176,0.9122807017543859,0.8788785689714483,0.02370892321627834,RandomForestClassifier,5-21,"[None, None, False]",3,6,50,
53,0.09217588106791179,0.0022980206189234013,0.007590691248575847,3.128849615260685e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8470588235294118,0.8358869129046967,0.01707242059992148,284,0.8705882352941177,0.8596491228070176,0.9064327485380117,0.8788900355463823,0.019981104819400596,RandomForestClassifier,5-21,"[None, None, False]",3,6,60,
54,0.10665353139241536,0.0004708412347525716,0.008593241373697916,0.0001145088360719657,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8705882352941177,0.8398540811673506,0.02408731401181391,266,0.8705882352941177,0.8596491228070176,0.9064327485380117,0.8788900355463823,0.019981104819400596,RandomForestClassifier,5-21,"[None, None, False]",3,6,70,
55,0.12411101659138997,0.002337148289402958,0.010038137435913086,0.0004429002292686799,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8705882352941177,0.8437300501595987,0.0242846207711251,260,0.8705882352941177,0.8596491228070176,0.9181286549707602,0.8827886710239651,0.025385059838694598,RandomForestClassifier,5-21,"[None, None, False]",3,6,80,
56,0.13674497604370117,0.00019312944894424818,0.010668595631917318,0.00012640087756475837,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8705882352941177,0.8437300501595987,0.0242846207711251,260,0.8705882352941177,0.8596491228070176,0.9122807017543859,0.8808393532851738,0.02267649062609677,RandomForestClassifier,5-21,"[None, None, False]",3,6,90,
57,0.15342839558919272,0.0025691779460601605,0.01155400276184082,9.99522798062278e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8705882352941177,0.8398540811673506,0.02408731401181391,266,0.8705882352941177,0.8596491228070176,0.9064327485380117,0.8788900355463823,0.019981104819400596,RandomForestClassifier,5-21,"[None, None, False]",3,6,100,
58,0.16579063733418783,0.0004006146059543878,0.012566645940144857,8.289845956630982e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8705882352941177,0.8437300501595987,0.0242846207711251,260,0.8705882352941177,0.8596491228070176,0.9064327485380117,0.8788900355463823,0.019981104819400596,RandomForestClassifier,5-21,"[None, None, False]",3,6,110,
59,0.18444005648295084,0.0024452516431034,0.01743348439534505,0.00280572987134095,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8705882352941177,0.8398540811673506,0.02408731401181391,266,0.8705882352941177,0.8596491228070176,0.9064327485380117,0.8788900355463823,0.019981104819400596,RandomForestClassifier,5-21,"[None, None, False]",3,6,120,
60,0.1986974080403646,0.003016702736894923,0.01524504025777181,0.000551978139174653,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8588235294117647,0.8359325125398996,0.019232886108792827,276,0.8705882352941177,0.8596491228070176,0.9122807017543859,0.8808393532851738,0.02267649062609677,RandomForestClassifier,5-21,"[None, None, False]",3,6,130,
61,0.2095362345377604,0.0014892246801188006,0.016455968221028645,0.0013870385658535196,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8588235294117647,0.8359325125398996,0.019232886108792827,276,0.8705882352941177,0.8596491228070176,0.9122807017543859,0.8808393532851738,0.02267649062609677,RandomForestClassifier,5-21,"[None, None, False]",3,6,140,
62,0.2257684866587321,0.001997511989308294,0.016898711522420246,0.0001674411868569798,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8705882352941177,0.8398540811673506,0.02408731401181391,266,0.8705882352941177,0.8596491228070176,0.9122807017543859,0.8808393532851738,0.02267649062609677,RandomForestClassifier,5-21,"[None, None, False]",3,6,150,
63,0.24233571688334146,0.002053738713673205,0.017778952916463215,0.00033308195231694,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8705882352941177,0.8398540811673506,0.02408731401181391,266,0.8705882352941177,0.8596491228070176,0.9122807017543859,0.8808393532851738,0.02267649062609677,RandomForestClassifier,5-21,"[None, None, False]",3,6,160,
64,0.25629138946533203,0.0029803335999100027,0.020023822784423828,0.001459684502347716,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8705882352941177,0.8398540811673506,0.02408731401181391,266,0.8705882352941177,0.8596491228070176,0.9181286549707602,0.8827886710239651,0.025385059838694598,RandomForestClassifier,5-21,"[None, None, False]",3,6,170,
65,0.2694358030954997,0.0015075383578373274,0.01994490623474121,0.00020465259774553129,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8705882352941177,0.8398540811673506,0.02408731401181391,266,0.8705882352941177,0.8596491228070176,0.9122807017543859,0.8808393532851738,0.02267649062609677,RandomForestClassifier,5-21,"[None, None, False]",3,6,180,
66,0.2863142490386963,0.0010585704543979958,0.020803451538085938,0.0002644779637095351,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8588235294117647,0.8359325125398996,0.019232886108792827,276,0.8705882352941177,0.8596491228070176,0.9181286549707602,0.8827886710239651,0.025385059838694598,RandomForestClassifier,5-21,"[None, None, False]",3,6,190,
67,0.30124274889628094,0.0021856910711894064,0.021707534790039062,6.704806360217061e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8588235294117647,0.8359325125398996,0.019232886108792827,276,0.8705882352941177,0.8654970760233918,0.9181286549707602,0.8847379887627566,0.023702073299477606,RandomForestClassifier,5-21,"[None, None, False]",3,6,200,
68,0.3160078525543213,0.0019550967884298556,0.023519277572631836,0.0008047471767403102,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8588235294117647,0.8359325125398996,0.019232886108792827,276,0.8705882352941177,0.8654970760233918,0.9064327485380117,0.8808393532851738,0.018216226943871906,RandomForestClassifier,5-21,"[None, None, False]",3,6,210,
69,0.3295307159423828,0.005320617988638675,0.023989359537760418,8.691010372847928e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8588235294117647,0.8359325125398996,0.019232886108792827,276,0.8705882352941177,0.8654970760233918,0.9064327485380117,0.8808393532851738,0.018216226943871906,RandomForestClassifier,5-21,"[None, None, False]",3,6,220,
70,0.34753767649332684,0.007098140388448076,0.025824467341105144,0.0012026020046159301,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8588235294117647,0.8359325125398996,0.019232886108792827,276,0.8705882352941177,0.8654970760233918,0.9122807017543859,0.8827886710239651,0.02095733575836137,RandomForestClassifier,5-21,"[None, None, False]",3,6,230,
71,0.3619841734568278,0.0017784826445901665,0.025955756505330402,0.00034492883774020635,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8372093023255814,0.8117647058823529,0.8588235294117647,0.8359325125398996,0.019232886108792827,276,0.8705882352941177,0.8654970760233918,0.9064327485380117,0.8808393532851738,0.018216226943871906,RandomForestClassifier,5-21,"[None, None, False]",3,6,240,
72,0.015971899032592773,7.979178016373939e-05,0.002464930216471354,2.6932741266854775e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7093023255813954,0.8117647058823529,0.8235294117647058,0.781532147742818,0.051299528803733514,467,0.8117647058823529,0.8947368421052632,0.9181286549707602,0.8748767343194587,0.04563726786569759,RandomForestClassifier,5-21,"[None, None, False]",3,9,10,
73,0.031342109044392906,0.0006480021170086702,0.0034958521525065103,2.567280907410874e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7325581395348837,0.8,0.8588235294117647,0.797127222982216,0.05158763938539036,371,0.8176470588235294,0.8596491228070176,0.9181286549707602,0.8651416122004357,0.041204881352224984,RandomForestClassifier,5-21,"[None, None, False]",3,9,20,
74,0.0457452138264974,0.0005743164698490894,0.004596789677937825,0.00021118416782576208,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8176470588235294,0.8596491228070176,0.9005847953216374,0.8592936589840615,0.03386012206863674,RandomForestClassifier,5-21,"[None, None, False]",3,9,30,
75,0.05988558133443197,0.0001639446699530525,0.005304654439290364,4.951701279990065e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7441860465116279,0.8,0.8705882352941177,0.8049247606019151,0.051720842236572785,301,0.8176470588235294,0.8596491228070176,0.9064327485380117,0.861242976722853,0.03626412324642497,RandomForestClassifier,5-21,"[None, None, False]",3,9,40,
76,0.07616225878397624,0.0023505628774604112,0.006507476170857747,3.429767254168159e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7441860465116279,0.8,0.8588235294117647,0.8010031919744641,0.04680593208147167,335,0.8176470588235294,0.8596491228070176,0.8830409356725146,0.8534457057676872,0.02705490183014226,RandomForestClassifier,5-21,"[None, None, False]",3,9,50,
77,0.09094619750976562,0.0008749493665235448,0.007932583491007486,0.0009234481543457088,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8588235294117647,0.8049247606019151,0.04704980878458717,301,0.8235294117647058,0.8596491228070176,0.8654970760233918,0.8495585368650383,0.018559564548084932,RandomForestClassifier,5-21,"[None, None, False]",3,9,60,
78,0.10425289471944173,0.000226104992715284,0.008963982264200846,0.0005308256508251105,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7325581395348837,0.8117647058823529,0.8588235294117647,0.801048791609667,0.05210156929315951,334,0.8235294117647058,0.8596491228070176,0.8947368421052632,0.8593051255589955,0.029071329341309408,RandomForestClassifier,5-21,"[None, None, False]",3,9,70,
79,0.12097771962483723,0.002416147081616652,0.009723504384358725,0.00017159130879892877,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.9122807017543859,0.8651530787753697,0.036440984410269356,RandomForestClassifier,5-21,"[None, None, False]",3,9,80,
80,0.13556933403015137,0.004084225672642372,0.010802348454793295,0.00011743017964466012,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7441860465116279,0.8,0.8588235294117647,0.8010031919744641,0.04680593208147167,335,0.8235294117647058,0.8596491228070176,0.9122807017543859,0.8651530787753697,0.036440984410269356,RandomForestClassifier,5-21,"[None, None, False]",3,9,90,
81,0.14827712376912436,0.0020931438827616966,0.011732021967569986,0.00039086748059033796,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.8947368421052632,0.8593051255589955,0.029071329341309408,RandomForestClassifier,5-21,"[None, None, False]",3,9,100,
82,0.16378657023111978,0.0009309351392830547,0.012678305308024088,0.00014564888463218203,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.8947368421052632,0.8593051255589955,0.029071329341309408,RandomForestClassifier,5-21,"[None, None, False]",3,9,110,
83,0.1808354059855143,0.0010652079876226775,0.01391744613647461,0.0001785269659787552,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.8830409356725146,0.8554064900814127,0.024479996170897092,RandomForestClassifier,5-21,"[None, None, False]",3,9,120,
84,0.194673220316569,0.0007225499243366938,0.015259901682535807,0.0005720262889868151,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8588235294117647,0.8049247606019151,0.04704980878458717,301,0.8235294117647058,0.8596491228070176,0.9005847953216374,0.861254443297787,0.03147820223779223,RandomForestClassifier,5-21,"[None, None, False]",3,9,130,
85,0.2101569970448812,0.0029061762189932496,0.01562174161275228,0.00011109219945074341,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.8947368421052632,0.8593051255589955,0.029071329341309408,RandomForestClassifier,5-21,"[None, None, False]",3,9,140,
86,0.22619199752807617,0.001826421113928384,0.01735830307006836,0.0007924618501654113,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.8947368421052632,0.8593051255589955,0.029071329341309408,RandomForestClassifier,5-21,"[None, None, False]",3,9,150,
87,0.23663457234700522,0.0010939809475611643,0.019052823384602863,0.001603776659490161,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.9064327485380117,0.8632037610365785,0.03393835000648807,RandomForestClassifier,5-21,"[None, None, False]",3,9,160,
88,0.24838495254516602,0.002051289535394425,0.018915176391601562,0.00030036054225426553,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.9122807017543859,0.8651530787753697,0.036440984410269356,RandomForestClassifier,5-21,"[None, None, False]",3,9,170,
89,0.26626865069071454,0.005751152635042785,0.019779046376546223,0.000169776387891129,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7441860465116279,0.8,0.8470588235294118,0.7970816233470132,0.04204830360870058,374,0.8235294117647058,0.8596491228070176,0.9064327485380117,0.8632037610365785,0.03393835000648807,RandomForestClassifier,5-21,"[None, None, False]",3,9,180,
90,0.2809439500172933,0.005383930046714748,0.021198749542236328,0.00040792966011873367,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8235294117647058,0.8596491228070176,0.9064327485380117,0.8632037610365785,0.03393835000648807,RandomForestClassifier,5-21,"[None, None, False]",3,9,190,
91,0.29931410153706867,0.0019231468759798515,0.02269887924194336,0.00048001529628278263,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7325581395348837,0.8117647058823529,0.8470588235294118,0.797127222982216,0.04787688090677686,371,0.8235294117647058,0.8596491228070176,0.8947368421052632,0.8593051255589955,0.029071329341309408,RandomForestClassifier,5-21,"[None, None, False]",3,9,200,
92,0.3089689413706462,0.0042789793754904,0.022991736729939777,0.00043525170331790733,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8235294117647058,0.8654970760233918,0.8888888888888888,0.8593051255589955,0.027039730033191323,RandomForestClassifier,5-21,"[None, None, False]",3,9,210,
93,0.3320810794830322,0.007916625882633846,0.024344762166341145,0.0009109749865157072,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7325581395348837,0.8117647058823529,0.8470588235294118,0.797127222982216,0.04787688090677686,371,0.8235294117647058,0.8654970760233918,0.8947368421052632,0.861254443297787,0.029224698267727937,RandomForestClassifier,5-21,"[None, None, False]",3,9,220,
94,0.34540390968322754,0.0032351181900101183,0.025092363357543945,0.00034378785180777836,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8235294117647058,0.8654970760233918,0.8888888888888888,0.8593051255589955,0.027039730033191323,RandomForestClassifier,5-21,"[None, None, False]",3,9,230,
95,0.3628193537394206,0.004941259060522665,0.026218652725219727,0.00041212180710373665,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8235294117647058,0.8654970760233918,0.8888888888888888,0.8593051255589955,0.027039730033191323,RandomForestClassifier,5-21,"[None, None, False]",3,9,240,
96,0.015800078709920246,0.00026054233772769076,0.002405961354573568,4.739448461134004e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7093023255813954,0.788235294117647,0.7647058823529411,0.7540811673506612,0.033088435111037186,480,0.8117647058823529,0.8713450292397661,0.9005847953216374,0.8612315101479188,0.036959117263236425,RandomForestClassifier,5-21,"[None, None, False]",3,12,10,
97,0.03047784169514974,0.0002859778486795928,0.0034995079040527344,3.7101485565046134e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7325581395348837,0.788235294117647,0.8117647058823529,0.7775193798449612,0.03321187691337418,469,0.8176470588235294,0.847953216374269,0.9005847953216374,0.8553950235064786,0.034265652422429786,RandomForestClassifier,5-21,"[None, None, False]",3,12,20,
98,0.04638902346293131,0.0009480551305779074,0.004735787709554036,0.00022242603529457145,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8,0.7774737802097583,0.024023002687602064,470,0.8176470588235294,0.847953216374269,0.8888888888888888,0.8514963880288957,0.029192066693949584,RandomForestClassifier,5-21,"[None, None, False]",3,12,30,
99,0.06128875414530436,0.0003059132633903721,0.005836168924967448,0.00042083746590570423,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8117647058823529,0.7813953488372093,0.028009610721627415,468,0.8176470588235294,0.847953216374269,0.8830409356725146,0.8495470702901043,0.026720716807548773,RandomForestClassifier,5-21,"[None, None, False]",3,12,40,
100,0.07539089520772298,0.0005199815865499486,0.006522655487060547,6.83079284518506e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8235294117647058,0.7853169174646603,0.0324574603046034,459,0.8176470588235294,0.847953216374269,0.847953216374269,0.8378511638573558,0.014286459677223917,RandomForestClassifier,5-21,"[None, None, False]",3,12,50,
101,0.08981927235921223,0.0008409922704944439,0.007714668909708659,0.00021489590582373839,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8470588235294118,0.7931600547195622,0.042141760863995716,385,0.8176470588235294,0.847953216374269,0.8771929824561403,0.8475977525513129,0.02431082092693506,RandomForestClassifier,5-21,"[None, None, False]",3,12,60,
102,0.10567609469095866,0.0003543997525163262,0.008494377136230469,0.00022343276858135334,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8470588235294118,0.7931600547195622,0.042141760863995716,385,0.8176470588235294,0.847953216374269,0.8713450292397661,0.8456484348125214,0.021982599485976573,RandomForestClassifier,5-21,"[None, None, False]",3,12,70,
103,0.11919355392456055,0.00036324164011351546,0.009564558664957682,3.6666541685221896e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8470588235294118,0.7931600547195622,0.042141760863995716,385,0.8235294117647058,0.847953216374269,0.8713450292397661,0.8476092191262469,0.019522159532358894,RandomForestClassifier,5-21,"[None, None, False]",3,12,80,
104,0.1350067456563314,0.001781401861750726,0.01082285245259603,0.00038824142393641467,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",3,12,90,
105,0.14965033531188965,0.0008428655086119777,0.012495199839274088,0.0012243951149323933,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8421052631578947,0.8771929824561403,0.8476092191262469,0.02225106519270207,RandomForestClassifier,5-21,"[None, None, False]",3,12,100,
106,0.16553719838460287,0.001646209536572884,0.013191143671671549,0.00022235625619749033,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8421052631578947,0.8654970760233918,0.8437105836486641,0.017170789173108478,RandomForestClassifier,5-21,"[None, None, False]",3,12,110,
107,0.1790959040323893,0.000483641762979228,0.013910293579101562,0.00047754739478437206,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8654970760233918,0.8456599013874554,0.01720979723014391,RandomForestClassifier,5-21,"[None, None, False]",3,12,120,
108,0.1935582160949707,0.0011946341607368702,0.014724969863891602,6.275558653320894e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8235294117647058,0.7853169174646603,0.0324574603046034,459,0.8235294117647058,0.847953216374269,0.847953216374269,0.8398119481710813,0.011513491907864918,RandomForestClassifier,5-21,"[None, None, False]",3,12,130,
109,0.2082366943359375,0.0013444912215460595,0.015793402989705402,0.0001874306025540577,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",3,12,140,
110,0.22550137837727866,0.00417050528271564,0.02125374476114909,0.0024741627739849315,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8588235294117647,0.7970816233470132,0.04721674333712241,374,0.8235294117647058,0.8421052631578947,0.8771929824561403,0.8476092191262469,0.02225106519270207,RandomForestClassifier,5-21,"[None, None, False]",3,12,150,
111,0.2373941739400228,0.0017100253800615248,0.018646240234375,0.001137967873598293,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8470588235294118,0.7931600547195622,0.042141760863995716,385,0.8235294117647058,0.8421052631578947,0.8771929824561403,0.8476092191262469,0.02225106519270207,RandomForestClassifier,5-21,"[None, None, False]",3,12,160,
112,0.25226354598999023,0.0011281138310655719,0.018761078516642254,0.00010551583778572845,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",3,12,170,
113,0.26694997151692706,0.0007392645804477191,0.019686778386433918,7.667059445660953e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",3,12,180,
114,0.28439537684122723,0.00553693155010072,0.02114590009053548,0.00027695635975284223,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8713450292397661,0.8476092191262469,0.019522159532358894,RandomForestClassifier,5-21,"[None, None, False]",3,12,190,
115,0.30179373423258465,0.007452571761349435,0.023149490356445312,0.0012161222170014381,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",3,12,200,
116,0.34601807594299316,0.04590478851584516,0.022853612899780273,0.00027929031198171414,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",3,12,210,
117,0.33062084515889484,0.003692176659854419,0.024252017339070637,0.00015142043022621133,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8470588235294118,0.7931600547195622,0.042141760863995716,385,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",3,12,220,
118,0.3438071409861247,0.002174447469926764,0.025842666625976562,0.0007763194017229129,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",3,12,230,
119,0.3555336793263753,0.0016273219941525044,0.026093721389770508,0.0003176730518420967,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8470588235294118,0.7931600547195622,0.042141760863995716,385,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",3,12,240,
120,0.01721843083699544,9.316958262278978e-05,0.0025742053985595703,0.00015025453363450293,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9302325581395349,0.9058823529411765,0.8705882352941177,0.9022343821249429,0.02448594263693841,11,1.0,0.9941520467836257,1.0,0.9980506822612085,0.0027567515835733108,RandomForestClassifier,5-21,"[None, None, False]",6,1,10,
121,0.03343534469604492,7.017962011430686e-05,0.0035886764526367188,0.00011441425834180709,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9302325581395349,0.9176470588235294,0.8941176470588236,0.913999088007296,0.014967798076737697,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,20,
122,0.05126818021138509,0.0016002115610405363,0.005569616953531901,0.0009296487629492226,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9186046511627907,0.8941176470588236,0.8941176470588236,0.902279981760146,0.011543284435238632,10,1.0,0.9941520467836257,1.0,0.9980506822612085,0.0027567515835733108,RandomForestClassifier,5-21,"[None, None, False]",6,1,30,
123,0.06667470932006836,0.00014222062937590678,0.005758523941040039,0.00012964812706997932,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8837209302325582,0.9176470588235294,0.8941176470588236,0.8984952120383037,0.014191966193471496,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,40,
124,0.08422986666361491,0.0011097968762149866,0.006754716237386067,0.00010694383711972643,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.9058823529411765,0.8823529411764706,0.8906520747834018,0.010783903995825959,69,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,50,
125,0.09925285975138347,0.0008187599101769735,0.007823467254638672,0.00019942712986700345,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8823529411764706,0.8867305061559508,0.0052532679704203325,75,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,60,
126,0.1170040766398112,0.0013468037739335836,0.008752187093098959,2.8272016063219944e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,70,
127,0.1317288080851237,0.0011751142061332688,0.00980528195699056,0.00022212239194838916,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8705882352941177,0.8945280437756499,0.019220449082312022,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,80,
128,0.14900724093119302,0.001955499286379021,0.010816574096679688,9.162989815027277e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8705882352941177,0.8906064751481989,0.014793831677652065,70,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,90,
129,0.16304326057434082,0.0005711269496238467,0.012590328852335611,0.0013582061367203822,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8705882352941177,0.8945280437756499,0.019220449082312022,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,100,
130,0.18091710408528647,0.0027528450874683814,0.01315164566040039,0.0005322112583431179,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,110,
131,0.19769724210103354,0.0018265545153970514,0.013933579126993815,0.00019471012815461695,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,120,
132,0.2174841562906901,0.007069851457865358,0.014845609664916992,0.0004707380686288592,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,130,
133,0.2290966510772705,0.0010829519515283097,0.01604803403218587,0.0002791343885676204,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,140,
134,0.24716607729593912,0.003948706253515633,0.017252286275227863,0.0006163902292538512,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8823529411764706,0.8906064751481989,0.005857734178759649,70,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,150,
135,0.2647119363149007,0.002061226397653065,0.01830267906188965,1.8981872519653458e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,160,
136,0.2812154293060303,0.0019037750563008164,0.019354899724324543,0.00034437879943603967,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,170,
137,0.2967013518015544,0.002867575138497751,0.020344336827596027,6.130165705057492e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,180,
138,0.313404639561971,0.001157147821915988,0.021295547485351562,0.00035970677027660324,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,190,
139,0.32689428329467773,0.003263872052552351,0.02230215072631836,0.0003999207594994579,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,200,
140,0.3467257022857666,0.003082988098878432,0.023625850677490234,0.0006210628715721872,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,210,
141,0.3582762082417806,0.005702336402172782,0.025381088256835938,0.0014786958231236852,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,220,
142,0.3794407844543457,0.00425714078529831,0.02611653010050456,0.00043981937767380004,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,230,
143,0.3961598873138428,0.0010281345776592427,0.026632229487101238,7.032265912153374e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",6,1,240,
144,0.016873915990193684,0.00022601488877342069,0.0025316874186197915,6.025038714852549e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.8823529411764706,0.8827633378932968,0.010112637997392123,94,0.9647058823529412,0.9649122807017544,0.9824561403508771,0.9706914344685242,0.008319330038863301,RandomForestClassifier,5-21,"[None, None, False]",6,3,10,
145,0.03275140126546224,0.0002786212827744166,0.003501256306966146,3.0723224926118384e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9186046511627907,0.8941176470588236,0.8823529411764706,0.8983584131326948,0.015100434693589428,32,0.9823529411764705,0.9824561403508771,0.9824561403508771,0.982421740626075,4.864855735717268e-05,RandomForestClassifier,5-21,"[None, None, False]",6,3,20,
146,0.0495299498240153,0.0014947131941133746,0.004467487335205078,6.725291850566298e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,94,0.9823529411764705,0.9766081871345029,0.9707602339181286,0.9765737874097007,0.004732765428387039,RandomForestClassifier,5-21,"[None, None, False]",6,3,30,
147,0.06550113360087077,0.000915860206914606,0.005624532699584961,6.490680353745611e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,98,0.9647058823529412,0.9883040935672515,0.9824561403508771,0.97848870542369,0.010034085178526856,RandomForestClassifier,5-21,"[None, None, False]",6,3,40,
148,0.08150617281595866,0.0007287453406146257,0.0066223939259847,3.259530680929286e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.9058823529411765,0.8588235294117647,0.8828089375284999,0.019222504450292506,76,0.9882352941176471,0.9824561403508771,0.9824561403508771,0.9843825249398005,0.00272431921200188,RandomForestClassifier,5-21,"[None, None, False]",6,3,50,
149,0.09746781984965007,0.0010616047365391713,0.00773159662882487,0.00013262308340521953,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8588235294117647,0.8749658002735977,0.011427963654911992,156,0.9882352941176471,0.9883040935672515,0.9766081871345029,0.9843825249398005,0.005497358733927033,RandomForestClassifier,5-21,"[None, None, False]",6,3,60,
150,0.11227790514628093,0.001122405211097364,0.00890048344930013,0.00029068249815767056,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8588235294117647,0.8710442316461467,0.010169434314408714,181,0.9882352941176471,0.9883040935672515,0.9824561403508771,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,70,
151,0.1284030278523763,0.0011832430299142714,0.010934750239054361,0.0017369527309633486,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8588235294117647,0.8749658002735977,0.011427963654911992,156,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[None, None, False]",6,3,80,
152,0.1463144620259603,0.0030631060153598587,0.011334578196207682,0.0004990142944708498,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[None, None, False]",6,3,90,
153,0.1583093007405599,0.0005638191711566354,0.011799097061157227,1.2647425851702542e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8588235294117647,0.8749658002735977,0.011427963654911992,156,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[None, None, False]",6,3,100,
154,0.17722193400065103,0.0005508366470857046,0.01289693514506022,0.00011000726135674475,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8588235294117647,0.882763337893297,0.01693546141278688,86,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,110,
155,0.18993465105692545,0.00034168991656312005,0.01391911506652832,0.00030023182425190325,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8588235294117647,0.882763337893297,0.01693546141278688,86,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,120,
156,0.20796958605448404,0.0021265391607002055,0.014788309733072916,0.0001014377584333933,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8588235294117647,0.882763337893297,0.01693546141278688,86,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,130,
157,0.22353402773539224,0.0015260391887948587,0.016891876856486004,0.0012924457108196914,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8588235294117647,0.882763337893297,0.01693546141278688,86,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,140,
158,0.2407990296681722,0.0033745749758518893,0.01867357889811198,0.0014277101789277476,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8588235294117647,0.8788417692658458,0.01511667453654379,131,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,150,
159,0.2634291648864746,0.006116993633384636,0.019200881322224934,0.0014383326390863306,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9941520467836257,0.9882811604173832,0.004774943951433062,RandomForestClassifier,5-21,"[None, None, False]",6,3,160,
160,0.2758956750233968,0.004582559015070778,0.019515434900919598,0.00033097344284078876,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,170,
161,0.2964913050333659,0.0048538822698029555,0.02076578140258789,0.0008761675068821732,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,180,
162,0.30547571182250977,0.0006391026035700221,0.021416584650675457,0.0003984465642657429,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,190,
163,0.31992920239766437,0.0035757561531503885,0.022202491760253906,0.00039440169603289924,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8588235294117647,0.8750113999088008,0.014555786405816593,132,0.9882352941176471,0.9824561403508771,0.9824561403508771,0.9843825249398005,0.00272431921200188,RandomForestClassifier,5-21,"[None, None, False]",6,3,200,
164,0.340096394220988,0.0022231099372583855,0.025735139846801758,0.0029253827395006736,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8588235294117647,0.8750113999088008,0.014555786405816593,132,0.9882352941176471,0.9824561403508771,0.9824561403508771,0.9843825249398005,0.00272431921200188,RandomForestClassifier,5-21,"[None, None, False]",6,3,210,
165,0.3547641436258952,0.002831517654587692,0.024564266204833984,0.0005985321665495523,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",6,3,220,
166,0.37106768290201825,0.005784361398221264,0.027582565943400066,0.0026284269686946966,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[None, None, False]",6,3,230,
167,0.3857254981994629,0.0017956918800263492,0.026635408401489258,0.00035147562023802063,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[None, None, False]",6,3,240,
168,0.016640901565551758,0.0001222677484402743,0.0024278958638509116,6.78317501479956e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.8470588235294118,0.8476972184222525,0.008835510329070905,220,0.9117647058823529,0.9239766081871345,0.9532163742690059,0.9296525627794977,0.017392001004488393,RandomForestClassifier,5-21,"[None, None, False]",6,6,10,
169,0.03202446301778158,0.0003620175179916669,0.0037004947662353516,0.00015239454974578986,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.8352941176470589,0.8476972184222528,0.016205266081518444,216,0.9352941176470588,0.9181286549707602,0.9532163742690059,0.9355463822956084,0.01432561201665977,RandomForestClassifier,5-21,"[None, None, False]",6,6,20,
170,0.04744283358256022,0.0004043730140910118,0.004601637522379558,0.00011223081724363606,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,266,0.9352941176470588,0.9298245614035088,0.9415204678362573,0.9355463822956084,0.004778164564668669,RandomForestClassifier,5-21,"[None, None, False]",6,6,30,
171,0.06328837076822917,0.001296877918855482,0.005697329839070638,0.000188312379079312,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.8352941176470589,0.8476972184222528,0.016205266081518444,216,0.9352941176470588,0.9181286549707602,0.9649122807017544,0.9394450177731911,0.01932355019188207,RandomForestClassifier,5-21,"[None, None, False]",6,6,40,
172,0.08228365580240886,0.0023663208833062,0.007093509038289388,0.0004284430882546143,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.8588235294117647,0.8352941176470589,0.8592795257637938,0.01977279265055169,200,0.9470588235294117,0.9298245614035088,0.9649122807017544,0.9472652218782249,0.014325244886723904,RandomForestClassifier,5-21,"[None, None, False]",6,6,50,
173,0.09700679779052734,0.0017239759883997741,0.007905721664428711,0.0002338919880761799,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8352941176470589,0.8632010943912448,0.020448576679676922,197,0.9411764705882353,0.9532163742690059,0.9590643274853801,0.9511523907808738,0.007447096838036689,RandomForestClassifier,5-21,"[None, None, False]",6,6,60,
174,0.1098485787709554,0.000581040713962855,0.008774439493815104,0.00011127659157077325,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8837209302325582,0.8588235294117647,0.8352941176470589,0.8592795257637938,0.01977279265055169,200,0.9470588235294117,0.9415204678362573,0.9590643274853801,0.9492145396170164,0.007322662846023407,RandomForestClassifier,5-21,"[None, None, False]",6,6,70,
175,0.12802688280741373,0.002580898612533065,0.010457356770833334,0.0008649038368095339,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.8352941176470589,0.8670770633834929,0.024642626775087623,196,0.9294117647058824,0.9532163742690059,0.9649122807017544,0.9491801398922143,0.014771369829314793,RandomForestClassifier,5-21,"[None, None, False]",6,6,80,
176,0.14127278327941895,0.0006648315081459113,0.010862509409586588,0.00022381501695846996,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8352941176470589,0.8709986320109439,0.025798353796249607,187,0.9411764705882353,0.9532163742690059,0.9707602339181286,0.9550510262584565,0.012146994803423104,RandomForestClassifier,5-21,"[None, None, False]",6,6,90,
177,0.15641196568806967,0.0004983021437997036,0.012370745340983072,0.000590753140688308,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8470588235294118,0.8749202006383948,0.020402868739971682,159,0.9352941176470588,0.9532163742690059,0.9707602339181286,0.953090241944731,0.014479256032008463,RandomForestClassifier,5-21,"[None, None, False]",6,6,100,
178,0.17342185974121094,0.001536111582628053,0.013161818186442057,0.00025728302091550373,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9176470588235294,0.9532163742690059,0.9707602339181286,0.9472078890035546,0.02209568228630875,RandomForestClassifier,5-21,"[None, None, False]",6,6,110,
179,0.1892542839050293,0.0006626035367634737,0.015892982482910156,0.002376613895614658,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9117647058823529,0.9532163742690059,0.9707602339181286,0.9452471046898291,0.024735265314582634,RandomForestClassifier,5-21,"[None, None, False]",6,6,120,
180,0.2052027384440104,0.002956460061927036,0.015038331349690756,5.524775784258922e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8837209302325582,0.9058823529411765,0.8588235294117647,0.8828089375284999,0.019222504450292506,76,0.9117647058823529,0.9532163742690059,0.9707602339181286,0.9452471046898291,0.024735265314582634,RandomForestClassifier,5-21,"[None, None, False]",6,6,130,
181,0.21936607360839844,0.0019780980162047526,0.016054471333821613,0.00021248774881839954,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8470588235294118,0.8710442316461467,0.016969437240897715,181,0.9058823529411765,0.9532163742690059,0.9707602339181286,0.9432863203761036,0.02740120846181604,RandomForestClassifier,5-21,"[None, None, False]",6,6,140,
182,0.23344794909159342,0.0016349691504257968,0.017014503479003906,0.00015429249949805302,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9058823529411765,0.9590643274853801,0.9707602339181286,0.9452356381148951,0.028233660139319706,RandomForestClassifier,5-21,"[None, None, False]",6,6,150,
183,0.25284330050150555,0.0016466288600784488,0.01859760284423828,0.0005508197802281515,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.8470588235294118,0.8671682626538987,0.014823599098751042,191,0.9117647058823529,0.9590643274853801,0.9707602339181286,0.9471964224286206,0.025504946708200124,RandomForestClassifier,5-21,"[None, None, False]",6,6,160,
184,0.26614562670389813,0.0018546484706678673,0.019205490748087566,0.00023033096711208575,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9176470588235294,0.9590643274853801,0.9707602339181286,0.949157206742346,0.02278692056451362,RandomForestClassifier,5-21,"[None, None, False]",6,6,170,
185,0.2846068541208903,0.0037818181396989184,0.0207980473836263,0.0010173794548098733,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",6,6,180,
186,0.2983425458272298,0.004420635131029749,0.02128887176513672,0.00012232259544133842,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9532163742690059,0.9707602339181286,0.94916867331728,0.019493170642868943,RandomForestClassifier,5-21,"[None, None, False]",6,6,190,
187,0.3119494120279948,0.0018666110601970516,0.022951523462931316,0.0012947233270832002,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",6,6,200,
188,0.3277006944020589,0.002628566512955264,0.023444255193074543,0.0005690895276499953,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",6,6,210,
189,0.3421744505564372,0.000674714927843953,0.023986180623372395,0.00029619849331032587,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9473684210526315,0.9707602339181286,0.9472193555784888,0.019282190499849795,RandomForestClassifier,5-21,"[None, None, False]",6,6,220,
190,0.35740820566813153,0.00020948047860185583,0.025016943613688152,0.00018876713104088664,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9532163742690059,0.9707602339181286,0.94916867331728,0.019493170642868943,RandomForestClassifier,5-21,"[None, None, False]",6,6,230,
191,0.3703647454579671,0.0070347781918513935,0.026750802993774414,0.0006456711728399423,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9532163742690059,0.9707602339181286,0.94916867331728,0.019493170642868943,RandomForestClassifier,5-21,"[None, None, False]",6,6,240,
192,0.016829252243041992,0.00041011225218347665,0.0025620460510253906,5.490085005979468e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8705882352941177,0.8235294117647058,0.8282717738258093,0.03278712072028649,286,0.8588235294117647,0.9122807017543859,0.9473684210526315,0.9061575507395939,0.03640667697630637,RandomForestClassifier,5-21,"[None, None, False]",6,9,10,
193,0.030826727549235027,0.0005829824348153277,0.0034674803415934243,4.426046122968668e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7790697674418605,0.8235294117647058,0.8470588235294118,0.8165526675786593,0.028191418984000512,292,0.8647058823529412,0.8771929824561403,0.9181286549707602,0.8866758399266139,0.022817268283733212,RandomForestClassifier,5-21,"[None, None, False]",6,9,20,
194,0.04739530881245931,0.001179710826839584,0.004611968994140625,0.00022048782105448629,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7906976744186046,0.8117647058823529,0.8470588235294118,0.8165070679434564,0.023252416085382102,295,0.8588235294117647,0.8713450292397661,0.9064327485380117,0.8788671023965141,0.020151023545291757,RandomForestClassifier,5-21,"[None, None, False]",6,9,30,
195,0.06318259239196777,0.0011861809204643929,0.00554807980855306,3.385730374111194e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8888888888888888,0.9122807017543859,0.8866643733516799,0.021880412408493602,RandomForestClassifier,5-21,"[None, None, False]",6,9,40,
196,0.07679931322733562,0.0014852858053047795,0.007231950759887695,0.0006572455179594827,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7441860465116279,0.8352941176470589,0.8470588235294118,0.8088463292293663,0.04597329802525193,298,0.8529411764705882,0.8947368421052632,0.9122807017543859,0.8866529067767458,0.024890524609756697,RandomForestClassifier,5-21,"[None, None, False]",6,9,50,
197,0.09334635734558105,0.002390229393360575,0.007544914881388347,0.00011077022862259519,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9122807017543859,0.8807934869854375,0.026674102534095044,RandomForestClassifier,5-21,"[None, None, False]",6,9,60,
198,0.10967699686686198,0.0012611393681486462,0.009550809860229492,0.0003704383869135487,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8771929824561403,0.9122807017543859,0.878844169246646,0.026652306506331932,RandomForestClassifier,5-21,"[None, None, False]",6,9,70,
199,0.12440347671508789,0.0016185867359002817,0.010306914647420248,0.0003702415788500951,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9181286549707602,0.8827428047242288,0.029014903030708958,RandomForestClassifier,5-21,"[None, None, False]",6,9,80,
200,0.13953304290771484,0.003491057426765015,0.010948260625203451,6.256760505227114e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9239766081871345,0.8846921224630203,0.03142325266980707,RandomForestClassifier,5-21,"[None, None, False]",6,9,90,
201,0.15169437726338705,0.000741906042995679,0.011622269948323568,0.00028876688582190805,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8529411764705882,0.8830409356725146,0.9239766081871345,0.8866529067767458,0.02911234436033824,RandomForestClassifier,5-21,"[None, None, False]",6,9,100,
202,0.1681974728902181,0.0010566945669677934,0.014086325963338217,0.0017501828821606241,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8888888888888888,0.9181286549707602,0.8866529067767458,0.02665960177630773,RandomForestClassifier,5-21,"[None, None, False]",6,9,110,
203,0.18375921249389648,0.0007824943047593366,0.014331499735514322,0.0004916247500015841,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8888888888888888,0.9181286549707602,0.8886136910904713,0.0242119981243907,RandomForestClassifier,5-21,"[None, None, False]",6,9,120,
204,0.19785944620768228,0.0016989501884127525,0.015031258265177408,0.00040339852114337896,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8888888888888888,0.9239766081871345,0.8905630088292628,0.02662496230555646,RandomForestClassifier,5-21,"[None, None, False]",6,9,130,
205,0.21501580874125162,0.0018788959943500086,0.01591340700785319,0.00012149937007068147,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8771929824561403,0.9239766081871345,0.8847035890379543,0.029482368156907128,RandomForestClassifier,5-21,"[None, None, False]",6,9,140,
206,0.22856362660725912,0.00157211759152578,0.017311255137125652,0.0002605394287322115,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8771929824561403,0.9239766081871345,0.8847035890379543,0.029482368156907128,RandomForestClassifier,5-21,"[None, None, False]",6,9,150,
207,0.2427675724029541,0.0016080930842425753,0.01781908671061198,0.00019886037462189132,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9239766081871345,0.8847150556128884,0.028228816510684904,RandomForestClassifier,5-21,"[None, None, False]",6,9,160,
208,0.25664250055948895,0.0016686537529036628,0.01919412612915039,0.0003931753455596589,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9181286549707602,0.8847150556128884,0.02478858161632301,RandomForestClassifier,5-21,"[None, None, False]",6,9,170,
209,0.27528929710388184,0.001334062220322734,0.020090023676554363,0.00027982672652308193,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",6,9,180,
210,0.2923019727071126,0.0024424033169605382,0.020804882049560547,0.00010951400437485945,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9298245614035088,0.8866643733516799,0.03094401788162604,RandomForestClassifier,5-21,"[None, None, False]",6,9,190,
211,0.3039536476135254,0.0004503507972308616,0.02259715398152669,0.0009675493665648736,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",6,9,200,
212,0.32249609629313153,0.003080033120314854,0.023337443669637043,0.00031388662883703836,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8771929824561403,0.9239766081871345,0.8866643733516798,0.027428833400875402,RandomForestClassifier,5-21,"[None, None, False]",6,9,210,
213,0.33243664105733234,0.0012369735576820493,0.023998022079467773,0.00013910343291776472,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",6,9,220,
214,0.3504059314727783,0.0020539528258167045,0.025018692016601562,0.00010970778521104164,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8713450292397661,0.9239766081871345,0.8847150556128884,0.028228816510684904,RandomForestClassifier,5-21,"[None, None, False]",6,9,230,
215,0.3647501468658447,0.004407747952470643,0.026824553807576496,0.00043600625950560745,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9298245614035088,0.8866643733516799,0.03094401788162604,RandomForestClassifier,5-21,"[None, None, False]",6,9,240,
216,0.015787283579508465,0.00022263285835609237,0.002413193384806315,3.177642567850698e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7093023255813954,0.8,0.7647058823529411,0.7580027359781122,0.037329310777882395,477,0.8117647058823529,0.8654970760233918,0.9005847953216374,0.8592821924091273,0.036525978478837595,RandomForestClassifier,5-21,"[None, None, False]",6,12,10,
217,0.03065355618794759,7.640719287181858e-05,0.003521124521891276,2.0424679558907186e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8,0.7774737802097583,0.024023002687602064,470,0.8176470588235294,0.847953216374269,0.9005847953216374,0.8553950235064786,0.034265652422429786,RandomForestClassifier,5-21,"[None, None, False]",6,12,20,
218,0.04628308614095052,0.0012487374429032865,0.004683971405029297,0.00025763397368340507,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8,0.7774737802097583,0.024023002687602064,470,0.8176470588235294,0.8538011695906432,0.9239766081871345,0.8651416122004357,0.044143308257736553,RandomForestClassifier,5-21,"[None, None, False]",6,12,30,
219,0.0603330930074056,0.0010062271585481852,0.005520343780517578,9.680440251638913e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8235294117647058,0.7853169174646603,0.0324574603046034,459,0.8176470588235294,0.847953216374269,0.9239766081871345,0.8631922944616442,0.044726318819249086,RandomForestClassifier,5-21,"[None, None, False]",6,12,40,
220,0.07490015029907227,0.0002671408276382547,0.006558338801066081,0.00010393324348080599,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8176470588235294,0.847953216374269,0.9005847953216374,0.8553950235064786,0.034265652422429786,RandomForestClassifier,5-21,"[None, None, False]",6,12,50,
221,0.08955613772074382,0.0011065861199896488,0.007571776707967122,2.3655427435086687e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8176470588235294,0.847953216374269,0.8771929824561403,0.8475977525513129,0.02431082092693506,RandomForestClassifier,5-21,"[None, None, False]",6,12,60,
222,0.10700090726216634,0.0016955777354946855,0.008864243825276693,0.00028659250947884465,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",6,12,70,
223,0.12097907066345215,0.0004931156011616075,0.009813785552978516,0.00016638827067308714,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8947368421052632,0.8554064900814127,0.029544181611517915,RandomForestClassifier,5-21,"[None, None, False]",6,12,80,
224,0.13774760564168295,0.0009980592116543194,0.011104981104532877,0.0004301785805346206,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",6,12,90,
225,0.15019671122233072,0.0008009728929636099,0.011925856272379557,0.00022753980480862563,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",6,12,100,
226,0.1662608782450358,0.0033255606287377177,0.01280649503072103,0.00013708692812730079,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8596491228070176,0.8437105836486641,0.015047886469053912,RandomForestClassifier,5-21,"[None, None, False]",6,12,110,
227,0.18054278691609701,0.0009565590369759679,0.01413424809773763,0.0005183341030642467,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8654970760233918,0.8456599013874554,0.01720979723014391,RandomForestClassifier,5-21,"[None, None, False]",6,12,120,
228,0.19484694798787436,0.0015854970713128972,0.014825661977132162,0.00016694526005685446,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8235294117647058,0.7853169174646603,0.0324574603046034,459,0.8235294117647058,0.847953216374269,0.8538011695906432,0.8417612659098727,0.01311106449741855,RandomForestClassifier,5-21,"[None, None, False]",6,12,130,
229,0.21027294794718424,0.005061405988109243,0.016048351923624676,0.00021892939558315047,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",6,12,140,
230,0.22621615727742514,0.000828787753726391,0.017896652221679688,0.0009297734225515716,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",6,12,150,
231,0.23996051152547201,0.0007462504657396682,0.018208821614583332,0.00028012308324035825,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",6,12,160,
232,0.25989969571431476,0.0006920718299896989,0.019324700037638348,0.00023068426420896424,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8830409356725146,0.8534571723426213,0.02429669552343019,RandomForestClassifier,5-21,"[None, None, False]",6,12,170,
233,0.2711949348449707,0.0034357826506738534,0.02010369300842285,0.0002531850400593336,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8830409356725146,0.8534571723426213,0.02429669552343019,RandomForestClassifier,5-21,"[None, None, False]",6,12,180,
234,0.2829647858937581,0.0027871849273631297,0.021146853764851887,0.0002299466409654507,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",6,12,190,
235,0.2992849349975586,0.002468728737180894,0.02271866798400879,0.0007624970583982332,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",6,12,200,
236,0.31369582811991376,0.002320633922387327,0.025559266408284504,0.0028394998319023596,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",6,12,210,
237,0.32996519406636554,0.0013143533024134121,0.024335304896036785,0.0001933139372332768,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",6,12,220,
238,0.3451848824818929,0.001274384176503751,0.025063753128051758,0.00013941718807988638,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",6,12,230,
239,0.361682653427124,0.0017296394347555883,0.026204586029052734,0.0003096371744401135,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",6,12,240,
240,0.017271916071573894,0.00011570309506568852,0.0024111270904541016,4.7375557473371406e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.8823529411764706,0.8944824441404468,0.010055934445114831,65,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,10,
241,0.03376539548238119,7.559895202042678e-05,0.003552993138631185,1.0735603835276465e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9186046511627907,0.9058823529411765,0.9058823529411765,0.9101231190150479,0.005997348896520633,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,20,
242,0.05119752883911133,0.0012457135227173124,0.00464630126953125,1.523268970962838e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.9058823529411765,0.9023255813953489,0.00582105732685193,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,30,
243,0.06774449348449707,0.0007349816691540343,0.005899270375569661,0.00017953138883431086,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.8823529411764706,0.8944824441404468,0.010055934445114831,65,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,40,
244,0.08355299631754558,0.00023501069292129298,0.006732940673828125,4.945217453489465e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,50,
245,0.09889483451843262,0.0007577131745934733,0.007808844248453776,0.00023714235252627426,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,60,
246,0.11658724149068196,0.0009057407982866671,0.009093205134073893,0.000355325617575857,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,70,
247,0.1319741408030192,0.00031502245643715335,0.009786764780680338,9.926621477511548e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8953488372093024,0.9294117647058824,0.8823529411764706,0.9023711810305518,0.019843020646245043,5,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,80,
248,0.14803218841552734,0.0012947976493946007,0.01111459732055664,0.0003597748208453039,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,90,
249,0.16506155331929526,0.0033108502411628386,0.011913299560546875,8.684743782873199e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,100,
250,0.18441144625345865,0.0010608346614209454,0.013048410415649414,5.6386876048956954e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,110,
251,0.19726133346557617,0.000268432710163321,0.014359315236409506,0.0005825399539187762,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8823529411764706,0.8906064751481989,0.005857734178759649,70,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,120,
252,0.21422680219014487,0.0010006209403080157,0.015737295150756836,0.0006165757374445093,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,130,
253,0.23398526509602866,0.0024970187341912804,0.016126394271850586,0.00031094926084914896,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,140,
254,0.24881712595621744,0.0023015087067677132,0.01718894640604655,8.28737707137133e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8823529411764706,0.8906064751481989,0.005857734178759649,70,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,150,
255,0.262053648630778,0.0015039111149296347,0.018288373947143555,0.00013237463858683862,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,160,
256,0.2826232115427653,0.0014890459965318631,0.020218849182128906,0.0006370720211333679,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,170,
257,0.29784679412841797,0.0020682424171546967,0.022200345993041992,0.001517287345621102,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,180,
258,0.31680917739868164,0.0036588406658809333,0.021871407826741535,0.0005956509337546002,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,190,
259,0.3253593444824219,0.0019178850598240741,0.023640871047973633,0.0017964224972542978,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,200,
260,0.34917179743448895,0.004256998286651055,0.024176279703776043,0.0007283904241838517,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,210,
261,0.3642082214355469,0.0012811500086545107,0.026475191116333008,0.0015393058415830124,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,220,
262,0.38136593500773114,0.004431975060908287,0.025835434595743816,0.0005995178014989828,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,230,
263,0.3966999053955078,0.002570194400036495,0.02670447031656901,8.328793612968973e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",9,1,240,
264,0.017057418823242188,9.86496066460512e-05,0.002453406651814779,9.429835749745247e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8941176470588236,0.8828089375284999,0.009627464273887214,76,0.9588235294117647,0.9766081871345029,0.9824561403508771,0.9726292856323816,0.010049836410693501,RandomForestClassifier,5-21,"[None, None, False]",9,3,10,
265,0.032814741134643555,0.0002921430970332395,0.0034727255503336587,7.638363070289841e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9186046511627907,0.8941176470588236,0.8823529411764706,0.8983584131326948,0.015100434693589428,32,0.9823529411764705,0.9766081871345029,0.9766081871345029,0.9785231051484921,0.0027081030262160856,RandomForestClassifier,5-21,"[None, None, False]",9,3,20,
266,0.050791025161743164,0.0008880170671938682,0.0046269893646240234,6.987278049948816e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,94,0.9882352941176471,0.9707602339181286,0.9766081871345029,0.9785345717234263,0.007263041164348431,RandomForestClassifier,5-21,"[None, None, False]",9,3,30,
267,0.06525015830993652,0.0002819832350944859,0.005913972854614258,0.0004470774948111164,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8705882352941177,0.8828089375284999,0.009627464273887214,76,0.9705882352941176,0.9883040935672515,0.9766081871345029,0.978500171998624,0.007355162070862816,RandomForestClassifier,5-21,"[None, None, False]",9,3,40,
268,0.08086665471394856,0.00013019507683386644,0.006648619969685872,4.086929962302805e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8705882352941177,0.8828089375284999,0.009627464273887214,76,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[None, None, False]",9,3,50,
269,0.0974893569946289,0.0002965847266779051,0.00792074203491211,0.00025219081383494004,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8705882352941177,0.8788873689010487,0.0058948883214563754,129,0.9882352941176471,0.9941520467836257,0.9824561403508771,0.9882811604173832,0.004774943951433062,RandomForestClassifier,5-21,"[None, None, False]",9,3,60,
270,0.11457101504007976,0.0005040957539419733,0.008737881978352865,9.542946652226025e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8588235294117647,0.8710442316461467,0.010169434314408714,181,0.9882352941176471,0.9941520467836257,0.9824561403508771,0.9882811604173832,0.004774943951433062,RandomForestClassifier,5-21,"[None, None, False]",9,3,70,
271,0.12969009081522623,0.0007241326163560618,0.010047515233357748,0.000478395076041632,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8588235294117647,0.8710442316461467,0.010169434314408714,181,0.9882352941176471,0.9941520467836257,0.9941520467836257,0.9921797958949661,0.0027891839551446897,RandomForestClassifier,5-21,"[None, None, False]",9,3,80,
272,0.14737876256306967,0.002599388379181522,0.011138280232747396,0.0004444393611052804,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8837209302325582,0.9058823529411765,0.8588235294117647,0.8828089375284999,0.019222504450292506,76,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",9,3,90,
273,0.16074744860331217,0.00033246336493553954,0.011841535568237305,0.0001726177954762986,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",9,3,100,
274,0.1776742140452067,0.001617746600045148,0.013091325759887695,0.0002913382034981763,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9941520467836257,0.9882811604173832,0.004774943951433062,RandomForestClassifier,5-21,"[None, None, False]",9,3,110,
275,0.19355058670043945,0.0011802423982764346,0.014053424199422201,0.00036014320463245356,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",9,3,120,
276,0.20882097880045572,0.0015597984162867315,0.015024026234944662,0.00017657159710513865,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",9,3,130,
277,0.22741270065307617,0.0042731312553400975,0.01637689272562663,0.00020650382992673841,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",9,3,140,
278,0.24242401123046875,0.004620842597279389,0.017865657806396484,0.0007230077119986126,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8588235294117647,0.882763337893297,0.01693546141278688,86,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",9,3,150,
279,0.2570456663767497,0.001741045110994796,0.01845717430114746,0.0006888052906042203,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",9,3,160,
280,0.2756971518198649,0.002072875948393729,0.019296010335286457,0.0005764139285273757,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[None, None, False]",9,3,170,
281,0.2905738353729248,0.0016502909120763537,0.020653247833251953,0.000591603344747117,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",9,3,180,
282,0.3052526315053304,0.0029624119913692964,0.021403948465983074,0.0003365613774674037,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",9,3,190,
283,0.32268325487772626,0.002900399309829577,0.022251288096110027,8.986184295697851e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9941176470588236,0.9883040935672515,0.9824561403508771,0.9882926269923175,0.004760797082185946,RandomForestClassifier,5-21,"[None, None, False]",9,3,200,
284,0.3372170130411784,0.0035745347344973257,0.023381948471069336,0.00022614610729499975,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9941176470588236,0.9883040935672515,0.9824561403508771,0.9882926269923175,0.004760797082185946,RandomForestClassifier,5-21,"[None, None, False]",9,3,210,
285,0.3619058132171631,0.009224095410495684,0.02561815579732259,0.0010596199385088248,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",9,3,220,
286,0.3671840826670329,0.0031866857011588674,0.025764067967732746,0.0003559086767614132,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",9,3,230,
287,0.3855923016866048,0.002530123613485284,0.026590506235758465,0.0005724104316777401,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",9,3,240,
288,0.016512235005696613,0.00020300072256134306,0.0024779637654622397,0.00011447904755147561,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.8588235294117647,0.8516187870497035,0.010189044361830735,210,0.9176470588235294,0.9239766081871345,0.9707602339181286,0.9374613003095975,0.02368726849857818,RandomForestClassifier,5-21,"[None, None, False]",9,6,10,
289,0.032032171885172524,0.00030964337532716265,0.003480990727742513,3.580532369976492e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8372093023255814,0.8823529411764706,0.8352941176470589,0.8516187870497037,0.021746389056639743,208,0.9352941176470588,0.9181286549707602,0.9590643274853801,0.9374957000343999,0.01678426931806957,RandomForestClassifier,5-21,"[None, None, False]",9,6,20,
290,0.04707566897074381,0.0003689878232580202,0.004403432210286458,5.3448437677257e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,266,0.9352941176470588,0.9298245614035088,0.9532163742690059,0.9394450177731911,0.009990552409700298,RandomForestClassifier,5-21,"[None, None, False]",9,6,30,
291,0.06577173868815105,0.0015126463238526013,0.006227970123291016,0.00042211944904473785,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.8352941176470589,0.8476972184222528,0.016205266081518444,216,0.9352941176470588,0.9239766081871345,0.9649122807017544,0.9413943355119825,0.01725962175243524,RandomForestClassifier,5-21,"[None, None, False]",9,6,40,
292,0.08047604560852051,0.0011241366476205995,0.007057030995686849,0.00042215371163368653,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8352941176470589,0.8671226630186958,0.022513108387043613,194,0.9411764705882353,0.935672514619883,0.9649122807017544,0.9472537553032909,0.012687028080196077,RandomForestClassifier,5-21,"[None, None, False]",9,6,50,
293,0.0942212740580241,0.0006638431954072647,0.007697264353434245,6.178134444584705e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8837209302325582,0.8588235294117647,0.8352941176470589,0.8592795257637938,0.01977279265055169,200,0.9411764705882353,0.9532163742690059,0.9649122807017544,0.9531017085196652,0.009690443113769803,RandomForestClassifier,5-21,"[None, None, False]",9,6,60,
294,0.11140839258829753,0.0015984244000647157,0.009412765502929688,0.00049195604128293,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8837209302325582,0.8588235294117647,0.8352941176470589,0.8592795257637938,0.01977279265055169,200,0.9470588235294117,0.9473684210526315,0.9649122807017544,0.9531131750945993,0.00834418490140275,RandomForestClassifier,5-21,"[None, None, False]",9,6,70,
295,0.13552292188008627,0.001480737831419474,0.01074679692586263,0.00010845474548711547,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8953488372093024,0.8588235294117647,0.8352941176470589,0.8631554947560419,0.024707850010781903,198,0.9294117647058824,0.9532163742690059,0.9707602339181286,0.9511294576310055,0.016944820100146436,RandomForestClassifier,5-21,"[None, None, False]",9,6,80,
296,0.15206591288248697,0.0013022515086582554,0.011825005213419596,0.00021090405029071673,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8352941176470589,0.8709986320109439,0.025798353796249607,187,0.9411764705882353,0.9532163742690059,0.9707602339181286,0.9550510262584565,0.012146994803423104,RandomForestClassifier,5-21,"[None, None, False]",9,6,90,
297,0.16697263717651367,0.001405017227098362,0.013561566670735678,0.000876226572106743,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8470588235294118,0.882763337893297,0.02561051864487283,86,0.9294117647058824,0.9532163742690059,0.9707602339181286,0.9511294576310055,0.016944820100146436,RandomForestClassifier,5-21,"[None, None, False]",9,6,100,
298,0.17408879597981772,0.0035118325863867936,0.014708518981933594,0.0018531522357637096,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.9058823529411765,0.8470588235294118,0.8788873689010489,0.024256605828423785,99,0.9176470588235294,0.9532163742690059,0.9707602339181286,0.9472078890035546,0.02209568228630875,RandomForestClassifier,5-21,"[None, None, False]",9,6,110,
299,0.18581716219584146,0.0004256418427139329,0.013880650202433268,9.08132441786976e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9117647058823529,0.9473684210526315,0.9707602339181286,0.9432977869510376,0.02425621059367123,RandomForestClassifier,5-21,"[None, None, False]",9,6,120,
300,0.20107165972391763,0.00576627429943235,0.014949798583984375,0.00012412856772389455,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9117647058823529,0.9532163742690059,0.9707602339181286,0.9452471046898291,0.024735265314582634,RandomForestClassifier,5-21,"[None, None, False]",9,6,130,
301,0.21858429908752441,0.000979084137478344,0.01602514584859212,0.00037291116612254787,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9058823529411765,0.9532163742690059,0.9707602339181286,0.9432863203761036,0.02740120846181604,RandomForestClassifier,5-21,"[None, None, False]",9,6,140,
302,0.23333867390950522,0.0011400647009059575,0.016939640045166016,0.0005344228191223345,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9058823529411765,0.9532163742690059,0.9707602339181286,0.9432863203761036,0.02740120846181604,RandomForestClassifier,5-21,"[None, None, False]",9,6,150,
303,0.2474940617879232,0.0023281054095692696,0.01805591583251953,0.00012812745465468894,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9117647058823529,0.9590643274853801,0.9707602339181286,0.9471964224286206,0.025504946708200124,RandomForestClassifier,5-21,"[None, None, False]",9,6,160,
304,0.2621150016784668,0.0011391596962374991,0.019045432408650715,0.0001499627382162717,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.8470588235294118,0.8671682626538987,0.014823599098751042,191,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",9,6,170,
305,0.2841982841491699,0.0015127553944465743,0.02180616060892741,0.002176677489955556,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",9,6,180,
306,0.3011138439178467,0.003312221086690118,0.022234280904134113,0.0009264107111170936,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",9,6,190,
307,0.3127710024515788,0.0011986928759686656,0.02272454897562663,0.0006249298080159416,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",9,6,200,
308,0.328021764755249,0.0025294249213132654,0.023068984349568684,0.00016886099542080409,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",9,6,210,
309,0.34476693471272785,7.061654402805816e-05,0.02546850840250651,0.0007277220711344556,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9473684210526315,0.9707602339181286,0.9472193555784888,0.019282190499849795,RandomForestClassifier,5-21,"[None, None, False]",9,6,220,
310,0.35958560307820636,0.003853945794638129,0.026733557383219402,0.0014911750506492775,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9532163742690059,0.9707602339181286,0.94916867331728,0.019493170642868943,RandomForestClassifier,5-21,"[None, None, False]",9,6,230,
311,0.3773096402486165,0.0051170193921474035,0.027516921361287434,0.0008661440464330329,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9532163742690059,0.9707602339181286,0.94916867331728,0.019493170642868943,RandomForestClassifier,5-21,"[None, None, False]",9,6,240,
312,0.016178131103515625,0.00020551635420556526,0.0025101502736409507,0.00011433827468352505,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8705882352941177,0.8235294117647058,0.8282717738258093,0.03278712072028649,286,0.8588235294117647,0.9122807017543859,0.9473684210526315,0.9061575507395939,0.03640667697630637,RandomForestClassifier,5-21,"[None, None, False]",9,9,10,
313,0.0319662888844808,0.0006576549752549102,0.003653287887573242,6.664385710078892e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7790697674418605,0.8235294117647058,0.8470588235294118,0.8165526675786593,0.028191418984000512,292,0.8647058823529412,0.8771929824561403,0.9181286549707602,0.8866758399266139,0.022817268283733212,RandomForestClassifier,5-21,"[None, None, False]",9,9,20,
314,0.04648749033610026,0.0009849949653706813,0.004544734954833984,3.290694652042928e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7906976744186046,0.8117647058823529,0.8470588235294118,0.8165070679434564,0.023252416085382102,295,0.8588235294117647,0.8713450292397661,0.9064327485380117,0.8788671023965141,0.020151023545291757,RandomForestClassifier,5-21,"[None, None, False]",9,9,30,
315,0.06120689709981283,0.0007049901075697069,0.005529324213663737,2.9621742781380883e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8888888888888888,0.9122807017543859,0.8866643733516799,0.021880412408493602,RandomForestClassifier,5-21,"[None, None, False]",9,9,40,
316,0.07579525311787923,0.0006908768270834853,0.006343285242716472,7.007000850973468e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7441860465116279,0.8352941176470589,0.8470588235294118,0.8088463292293663,0.04597329802525193,298,0.8529411764705882,0.8947368421052632,0.9122807017543859,0.8866529067767458,0.024890524609756697,RandomForestClassifier,5-21,"[None, None, False]",9,9,50,
317,0.09180919329325359,0.001041010733142228,0.0077486832936604815,0.00017563778888021443,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9122807017543859,0.8807934869854375,0.026674102534095044,RandomForestClassifier,5-21,"[None, None, False]",9,9,60,
318,0.10702927907307942,0.0010018257027921387,0.00856796900431315,0.00012000491287201057,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8771929824561403,0.9122807017543859,0.878844169246646,0.026652306506331932,RandomForestClassifier,5-21,"[None, None, False]",9,9,70,
319,0.1204076608022054,0.0013511355729934357,0.009993235270182291,0.0005748923521129066,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9181286549707602,0.8827428047242288,0.029014903030708958,RandomForestClassifier,5-21,"[None, None, False]",9,9,80,
320,0.1396311124165853,0.0006274343971246664,0.010781208674112955,8.680626600948726e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9239766081871345,0.8846921224630203,0.03142325266980707,RandomForestClassifier,5-21,"[None, None, False]",9,9,90,
321,0.15363597869873047,0.001836170756041097,0.011846780776977539,2.691984025305786e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8529411764705882,0.8830409356725146,0.9239766081871345,0.8866529067767458,0.02911234436033824,RandomForestClassifier,5-21,"[None, None, False]",9,9,100,
322,0.16912118593851724,0.0017305681318713058,0.012769381205240885,8.5617023183901e-06,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8888888888888888,0.9181286549707602,0.8866529067767458,0.02665960177630773,RandomForestClassifier,5-21,"[None, None, False]",9,9,110,
323,0.18303545316060385,0.0011685928236175671,0.013584295908610025,8.105678477140882e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8888888888888888,0.9181286549707602,0.8886136910904713,0.0242119981243907,RandomForestClassifier,5-21,"[None, None, False]",9,9,120,
324,0.2020134131113688,0.0036044242238823937,0.015733003616333008,0.0005113954587026005,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8888888888888888,0.9239766081871345,0.8905630088292628,0.02662496230555646,RandomForestClassifier,5-21,"[None, None, False]",9,9,130,
325,0.21424102783203125,0.0008328177905849706,0.016916275024414062,0.0013528623566677039,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8771929824561403,0.9239766081871345,0.8847035890379543,0.029482368156907128,RandomForestClassifier,5-21,"[None, None, False]",9,9,140,
326,0.23308523495992026,0.0030424051115351034,0.017963171005249023,0.000701682148035227,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8771929824561403,0.9239766081871345,0.8847035890379543,0.029482368156907128,RandomForestClassifier,5-21,"[None, None, False]",9,9,150,
327,0.24661103884379068,0.002479074095117401,0.018297513326009113,0.0005080923988651939,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9239766081871345,0.8847150556128884,0.028228816510684904,RandomForestClassifier,5-21,"[None, None, False]",9,9,160,
328,0.26178614298502606,0.0025389687995585326,0.019201199213663738,8.314266596592357e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9181286549707602,0.8847150556128884,0.02478858161632301,RandomForestClassifier,5-21,"[None, None, False]",9,9,170,
329,0.27664613723754883,0.0022778367140641924,0.020034392674763996,0.00017169860742228263,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",9,9,180,
330,0.29215200742085773,0.0018498817949718805,0.021010478337605793,0.00038758274074656134,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9298245614035088,0.8866643733516799,0.03094401788162604,RandomForestClassifier,5-21,"[None, None, False]",9,9,190,
331,0.3060956796010335,0.0018759833176242434,0.022295316060384113,0.0005379340761616373,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",9,9,200,
332,0.32067028681437176,0.00206757237268471,0.023702224095662434,0.000906688048070016,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8771929824561403,0.9239766081871345,0.8866643733516798,0.027428833400875402,RandomForestClassifier,5-21,"[None, None, False]",9,9,210,
333,0.3372459411621094,0.0030948567654355114,0.024535973866780598,0.000606672626589052,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",9,9,220,
334,0.3500247796376546,0.00361722643443885,0.026674588521321613,0.001777683698370247,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8713450292397661,0.9239766081871345,0.8847150556128884,0.028228816510684904,RandomForestClassifier,5-21,"[None, None, False]",9,9,230,
335,0.3650032679239909,0.004681003465832859,0.02616111437479655,0.0004514410868170648,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9298245614035088,0.8866643733516799,0.03094401788162604,RandomForestClassifier,5-21,"[None, None, False]",9,9,240,
336,0.01689322789510091,0.0011492356595200208,0.002463817596435547,1.65055008646683e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7093023255813954,0.8,0.7647058823529411,0.7580027359781122,0.037329310777882395,477,0.8117647058823529,0.8654970760233918,0.9005847953216374,0.8592821924091273,0.036525978478837595,RandomForestClassifier,5-21,"[None, None, False]",9,12,10,
337,0.031467040379842125,0.0010083304224992181,0.0035212834676106772,4.3527481871964096e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8,0.7774737802097583,0.024023002687602064,470,0.8176470588235294,0.847953216374269,0.9005847953216374,0.8553950235064786,0.034265652422429786,RandomForestClassifier,5-21,"[None, None, False]",9,12,20,
338,0.046300649642944336,0.0014546191775088287,0.004939715067545573,0.00036377624873922866,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8,0.7774737802097583,0.024023002687602064,470,0.8176470588235294,0.8538011695906432,0.9239766081871345,0.8651416122004357,0.044143308257736553,RandomForestClassifier,5-21,"[None, None, False]",9,12,30,
339,0.06036480267842611,0.00021749222966969056,0.005608956019083659,6.344901293504103e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8235294117647058,0.7853169174646603,0.0324574603046034,459,0.8176470588235294,0.847953216374269,0.9239766081871345,0.8631922944616442,0.044726318819249086,RandomForestClassifier,5-21,"[None, None, False]",9,12,40,
340,0.07499265670776367,0.00017656512264780413,0.006517569224039714,3.976963563139572e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8176470588235294,0.847953216374269,0.9005847953216374,0.8553950235064786,0.034265652422429786,RandomForestClassifier,5-21,"[None, None, False]",9,12,50,
341,0.09043844540913899,0.0002341040865244127,0.010208845138549805,0.002991710170308825,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8176470588235294,0.847953216374269,0.8771929824561403,0.8475977525513129,0.02431082092693506,RandomForestClassifier,5-21,"[None, None, False]",9,12,60,
342,0.10513623555501302,0.00022140143140001484,0.008588631947835287,7.994487778262921e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",9,12,70,
343,0.12147045135498047,0.0028211856452387846,0.010358492533365885,0.0009044572824508918,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8947368421052632,0.8554064900814127,0.029544181611517915,RandomForestClassifier,5-21,"[None, None, False]",9,12,80,
344,0.13736971219380698,0.0020819310490884065,0.010770956675211588,0.00017711364376656768,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",9,12,90,
345,0.15117287635803223,0.0007569264596450216,0.011879523595174154,0.0003569980125750512,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",9,12,100,
346,0.16461841265360513,0.002231443146536551,0.012616713841756185,0.00015921343668519276,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8596491228070176,0.8437105836486641,0.015047886469053912,RandomForestClassifier,5-21,"[None, None, False]",9,12,110,
347,0.17961366971333823,0.004201197797927936,0.01409006118774414,0.0005379268435981102,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8654970760233918,0.8456599013874554,0.01720979723014391,RandomForestClassifier,5-21,"[None, None, False]",9,12,120,
348,0.19521299997965494,0.0012336998089681477,0.015168269475301107,0.0004764106087737607,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8235294117647058,0.7853169174646603,0.0324574603046034,459,0.8235294117647058,0.847953216374269,0.8538011695906432,0.8417612659098727,0.01311106449741855,RandomForestClassifier,5-21,"[None, None, False]",9,12,130,
349,0.21324563026428223,0.004080508374869261,0.016499678293863933,0.0007497950668459909,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",9,12,140,
350,0.22608661651611328,0.0018423240602967919,0.01761658986409505,0.000626039864364881,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",9,12,150,
351,0.23918835322062174,0.0004342693612652457,0.018445889155069988,0.000759530506464933,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",9,12,160,
352,0.2560245196024577,0.002951847325707012,0.01955898602803548,0.0005997680298833426,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8830409356725146,0.8534571723426213,0.02429669552343019,RandomForestClassifier,5-21,"[None, None, False]",9,12,170,
353,0.270490566889445,0.0012775319471571992,0.019972880681355793,0.00017775778222996658,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8830409356725146,0.8534571723426213,0.02429669552343019,RandomForestClassifier,5-21,"[None, None, False]",9,12,180,
354,0.28444989522298175,0.001945620832874834,0.021718899408976238,0.0009654250276188249,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",9,12,190,
355,0.30339813232421875,0.004112909602917347,0.02190876007080078,0.00026988400440642723,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",9,12,200,
356,0.31355683008829754,0.0010306442276147379,0.023162364959716797,0.0002863639059316929,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",9,12,210,
357,0.32937781016031903,0.001833443868327409,0.024707635243733723,0.000993237365851367,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",9,12,220,
358,0.34388963381449383,0.0020049843859878853,0.02521212895711263,0.00037726992809582324,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",9,12,230,
359,0.3557300567626953,0.005298568900699171,0.026077667872111004,0.00040877231383839826,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",9,12,240,
360,0.017209927241007488,9.303139257888807e-05,0.0023849010467529297,6.649898361982891e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.8823529411764706,0.8944824441404468,0.010055934445114831,65,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,10,
361,0.03410712877909342,0.0008410277549648429,0.003490447998046875,7.371826385329176e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9186046511627907,0.9058823529411765,0.9058823529411765,0.9101231190150479,0.005997348896520633,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,20,
362,0.04968794186909994,0.00033766784542192565,0.004523277282714844,7.059471732344662e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.9058823529411765,0.9023255813953489,0.00582105732685193,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,30,
363,0.06703869501749675,0.0016722767781044234,0.005723873774210612,9.649923061687293e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.8823529411764706,0.8944824441404468,0.010055934445114831,65,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,40,
364,0.08289082845052083,0.0002018332462217413,0.006621996561686198,6.48715685658929e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,50,
365,0.100800355275472,0.0015333679853904863,0.008230368296305338,0.0008591438189574955,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,60,
366,0.11636972427368164,0.0008431893414848721,0.00901492436726888,0.0002272621714919826,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,70,
367,0.1326432228088379,0.0009620807605011699,0.010078112284342447,0.00024464165396700916,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9069767441860465,0.9294117647058824,0.8823529411764706,0.9062471500227999,0.01921860988253076,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,80,
368,0.1521618366241455,0.003352060650984676,0.010906140009562174,6.580304792170817e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,90,
369,0.16547576586405435,0.0011969303895950987,0.01242367426554362,0.0004178653791666051,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,100,
370,0.18112007776896158,0.0011194775120140247,0.01294239362080892,7.541702213340656e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,110,
371,0.1985773245493571,0.0025393861594375424,0.016741037368774414,0.00208116563253567,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,120,
372,0.21397995948791504,0.0011774455633819258,0.016014734903971355,0.0008148616499818799,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,130,
373,0.22838171323140463,0.0018074699378049866,0.015889485677083332,0.00014984645104157147,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,140,
374,0.24724769592285156,0.0029875514561653054,0.017052173614501953,0.00021473569632341063,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8823529411764706,0.8906064751481989,0.005857734178759649,70,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,150,
375,0.26664090156555176,0.003500149242916461,0.018259048461914062,0.0006266319128290635,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,160,
376,0.2814799944559733,0.0029503549562001907,0.01945193608601888,8.638659637694483e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,170,
377,0.2937341531117757,0.0063360210129649085,0.01997661590576172,0.00011432976755636783,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,180,
378,0.3128296534220378,0.00254229529610187,0.02181108792622884,0.0004855641754506559,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,190,
379,0.33380699157714844,0.004797618109142071,0.023179292678833008,0.0007983159796621514,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8823529411764706,0.8945280437756499,0.009623359804621793,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,200,
380,0.3465312321980794,0.00182345459973576,0.024172067642211914,0.001284081475743566,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,210,
381,0.36190136273701984,0.003961459091818059,0.02456386884053548,0.0002541071086918202,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,220,
382,0.37780412038167316,0.0015408341628653606,0.025554180145263672,0.0004867443609263017,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,230,
383,0.39195744196573895,0.0015983421782438934,0.027353684107462566,0.0015868840011921679,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.8823529411764706,0.8984496124031008,0.01457463070367968,13,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[None, None, False]",12,1,240,
384,0.017145713170369465,0.00028391173867440796,0.002544959386189779,0.00010882919506672414,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8941176470588236,0.8828089375284999,0.009627464273887214,76,0.9588235294117647,0.9766081871345029,0.9824561403508771,0.9726292856323816,0.010049836410693501,RandomForestClassifier,5-21,"[None, None, False]",12,3,10,
385,0.03264347712198893,0.00014396407082010947,0.0035054683685302734,7.946817066346783e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9186046511627907,0.8941176470588236,0.8823529411764706,0.8983584131326948,0.015100434693589428,32,0.9823529411764705,0.9766081871345029,0.9766081871345029,0.9785231051484921,0.0027081030262160856,RandomForestClassifier,5-21,"[None, None, False]",12,3,20,
386,0.04843918482462565,0.0003622009737017984,0.004666328430175781,0.00010545829884712564,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,94,0.9882352941176471,0.9707602339181286,0.9766081871345029,0.9785345717234263,0.007263041164348431,RandomForestClassifier,5-21,"[None, None, False]",12,3,30,
387,0.06543461481730144,0.0006115811082220951,0.005615075429280599,4.9490602737872646e-06,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8705882352941177,0.8828089375284999,0.009627464273887214,76,0.9705882352941176,0.9883040935672515,0.9766081871345029,0.978500171998624,0.007355162070862816,RandomForestClassifier,5-21,"[None, None, False]",12,3,40,
388,0.08071494102478027,8.339630615363102e-05,0.0066881974538167315,4.260753398428729e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8705882352941177,0.8828089375284999,0.009627464273887214,76,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[None, None, False]",12,3,50,
389,0.09899210929870605,0.0013296051169502845,0.008018175760904947,0.00030332380448408084,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8705882352941177,0.8788873689010487,0.0058948883214563754,129,0.9882352941176471,0.9941520467836257,0.9824561403508771,0.9882811604173832,0.004774943951433062,RandomForestClassifier,5-21,"[None, None, False]",12,3,60,
390,0.11500684420267741,0.0018536340124982737,0.009102265040079752,0.0004681262571036465,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8588235294117647,0.8710442316461467,0.010169434314408714,181,0.9882352941176471,0.9941520467836257,0.9824561403508771,0.9882811604173832,0.004774943951433062,RandomForestClassifier,5-21,"[None, None, False]",12,3,70,
391,0.12932475407918295,0.0020128074624074397,0.010058720906575521,0.00028342620229845694,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8588235294117647,0.8710442316461467,0.010169434314408714,181,0.9882352941176471,0.9941520467836257,0.9941520467836257,0.9921797958949661,0.0027891839551446897,RandomForestClassifier,5-21,"[None, None, False]",12,3,80,
392,0.14932807286580405,0.0024521326816534478,0.01108241081237793,0.00030041825814817167,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8837209302325582,0.9058823529411765,0.8588235294117647,0.8828089375284999,0.019222504450292506,76,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",12,3,90,
393,0.16215070088704428,0.000808173487674912,0.011954625447591146,0.00018636366960072905,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",12,3,100,
394,0.17438673973083496,0.0007734948376746532,0.012994686762491861,0.000450519746491139,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9941520467836257,0.9882811604173832,0.004774943951433062,RandomForestClassifier,5-21,"[None, None, False]",12,3,110,
395,0.19315107663472494,0.0009878632528126402,0.014329195022583008,0.0004553568919303694,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9824561403508771,0.9883040935672515,0.986331842678592,0.002740679324651303,RandomForestClassifier,5-21,"[None, None, False]",12,3,120,
396,0.2086787223815918,0.0013285255442625947,0.01488192876180013,8.925930828218581e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",12,3,130,
397,0.22552084922790527,0.002629777339615143,0.016368865966796875,0.00032122518957404777,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",12,3,140,
398,0.24396371841430664,0.0029905269770748952,0.017244895299275715,0.00019048140825478116,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8588235294117647,0.882763337893297,0.01693546141278688,86,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",12,3,150,
399,0.25877658526102704,0.002691001829646855,0.019011576970418293,0.0009244110797460673,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[None, None, False]",12,3,160,
400,0.2759535312652588,0.004897818918320776,0.019241968790690105,0.00029569763283148175,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[None, None, False]",12,3,170,
401,0.2913559277852376,0.004107672575808619,0.02005926767985026,0.00015258308906417986,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",12,3,180,
402,0.30506698290507,0.0031513636659401827,0.022149403889973957,0.0016249079742892262,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",12,3,190,
403,0.3214557965596517,0.0027917675166405785,0.023166497548421223,0.0009325347727763406,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9941176470588236,0.9883040935672515,0.9824561403508771,0.9882926269923175,0.004760797082185946,RandomForestClassifier,5-21,"[None, None, False]",12,3,200,
404,0.33756017684936523,0.0019107615910156485,0.023688713709513348,0.0004014727394421303,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9941176470588236,0.9883040935672515,0.9824561403508771,0.9882926269923175,0.004760797082185946,RandomForestClassifier,5-21,"[None, None, False]",12,3,210,
405,0.35581151644388836,0.0025613846409196506,0.02445244789123535,0.0002482808708625221,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",12,3,220,
406,0.3709884484608968,0.003946215174191334,0.02539348602294922,0.00013615183073148823,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",12,3,230,
407,0.38477889696757,0.003736082074940883,0.026285330454508465,0.0003263053808839832,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9941176470588236,0.9883040935672515,0.9883040935672515,0.9902419447311089,0.002740535397787569,RandomForestClassifier,5-21,"[None, None, False]",12,3,240,
408,0.016392072041829426,0.00015685144198701075,0.0023995240529378257,3.061448876019099e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.8588235294117647,0.8516187870497035,0.010189044361830735,210,0.9176470588235294,0.9239766081871345,0.9707602339181286,0.9374613003095975,0.02368726849857818,RandomForestClassifier,5-21,"[None, None, False]",12,6,10,
409,0.03283222516377767,0.0009044986774500547,0.0035120646158854165,6.2017658247014e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8372093023255814,0.8823529411764706,0.8352941176470589,0.8516187870497037,0.021746389056639743,208,0.9352941176470588,0.9181286549707602,0.9590643274853801,0.9374957000343999,0.01678426931806957,RandomForestClassifier,5-21,"[None, None, False]",12,6,20,
410,0.04768522580464681,0.000763329920918787,0.004526376724243164,4.9863504054411545e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,266,0.9352941176470588,0.9298245614035088,0.9532163742690059,0.9394450177731911,0.009990552409700298,RandomForestClassifier,5-21,"[None, None, False]",12,6,30,
411,0.06326866149902344,0.0007127327129948761,0.005739529927571614,0.0002555405531552979,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.8352941176470589,0.8476972184222528,0.016205266081518444,216,0.9352941176470588,0.9239766081871345,0.9649122807017544,0.9413943355119825,0.01725962175243524,RandomForestClassifier,5-21,"[None, None, False]",12,6,40,
412,0.07927203178405762,0.0006939582486854426,0.0066852569580078125,6.865158002697307e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8352941176470589,0.8671226630186958,0.022513108387043613,194,0.9411764705882353,0.935672514619883,0.9649122807017544,0.9472537553032909,0.012687028080196077,RandomForestClassifier,5-21,"[None, None, False]",12,6,50,
413,0.09477567672729492,0.00031995637109791556,0.007930119832356771,0.0002840281065413318,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8837209302325582,0.8588235294117647,0.8352941176470589,0.8592795257637938,0.01977279265055169,200,0.9411764705882353,0.9532163742690059,0.9649122807017544,0.9531017085196652,0.009690443113769803,RandomForestClassifier,5-21,"[None, None, False]",12,6,60,
414,0.11051726341247559,0.0011207618950271057,0.009093681971232096,0.0005191709436968686,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8837209302325582,0.8588235294117647,0.8352941176470589,0.8592795257637938,0.01977279265055169,200,0.9470588235294117,0.9473684210526315,0.9649122807017544,0.9531131750945993,0.00834418490140275,RandomForestClassifier,5-21,"[None, None, False]",12,6,70,
415,0.12516562143961588,8.774286005797593e-05,0.009703238805135092,5.1592639582208115e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8953488372093024,0.8588235294117647,0.8352941176470589,0.8631554947560419,0.024707850010781903,198,0.9294117647058824,0.9532163742690059,0.9707602339181286,0.9511294576310055,0.016944820100146436,RandomForestClassifier,5-21,"[None, None, False]",12,6,80,
416,0.14260458946228027,0.002158510207839711,0.010857025782267252,6.20219354182007e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8352941176470589,0.8709986320109439,0.025798353796249607,187,0.9411764705882353,0.9532163742690059,0.9707602339181286,0.9550510262584565,0.012146994803423104,RandomForestClassifier,5-21,"[None, None, False]",12,6,90,
417,0.15639217694600424,0.0004556470493244302,0.011841535568237305,0.00010558596770532382,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8470588235294118,0.882763337893297,0.02561051864487283,86,0.9294117647058824,0.9532163742690059,0.9707602339181286,0.9511294576310055,0.016944820100146436,RandomForestClassifier,5-21,"[None, None, False]",12,6,100,
418,0.17414959271748862,0.0018051446948420366,0.01305246353149414,0.0001500311622412698,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.9058823529411765,0.8470588235294118,0.8788873689010489,0.024256605828423785,99,0.9176470588235294,0.9532163742690059,0.9707602339181286,0.9472078890035546,0.02209568228630875,RandomForestClassifier,5-21,"[None, None, False]",12,6,110,
419,0.18548194567362467,0.0016529672292227076,0.014200448989868164,0.0004533508227424238,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8588235294117647,0.8788873689010489,0.014808582454784024,99,0.9117647058823529,0.9473684210526315,0.9707602339181286,0.9432977869510376,0.02425621059367123,RandomForestClassifier,5-21,"[None, None, False]",12,6,120,
420,0.20335173606872559,0.0015246118311355882,0.01492452621459961,0.0001254110432672172,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9117647058823529,0.9532163742690059,0.9707602339181286,0.9452471046898291,0.024735265314582634,RandomForestClassifier,5-21,"[None, None, False]",12,6,130,
421,0.21907591819763184,0.0011416551612316353,0.01623400052388509,0.0001246460803754766,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8470588235294118,0.8749658002735979,0.02018452284039753,146,0.9058823529411765,0.9532163742690059,0.9707602339181286,0.9432863203761036,0.02740120846181604,RandomForestClassifier,5-21,"[None, None, False]",12,6,140,
422,0.23499186833699545,0.0015911774981654035,0.01769256591796875,0.0006782515658193979,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9058823529411765,0.9532163742690059,0.9707602339181286,0.9432863203761036,0.02740120846181604,RandomForestClassifier,5-21,"[None, None, False]",12,6,150,
423,0.2509314219156901,0.0018124703777336675,0.018254836400349934,0.0002310468622811887,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9117647058823529,0.9590643274853801,0.9707602339181286,0.9471964224286206,0.025504946708200124,RandomForestClassifier,5-21,"[None, None, False]",12,6,160,
424,0.26575620969136554,0.0034260932561584194,0.019442955652872723,0.000551468043129566,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.8470588235294118,0.8671682626538987,0.014823599098751042,191,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",12,6,170,
425,0.28065935770670575,0.0023361102032909142,0.020159244537353516,0.0003123505417015227,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",12,6,180,
426,0.2946931521097819,0.003556045582768972,0.0213469664255778,0.0001105385488654956,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",12,6,190,
427,0.3120310306549072,0.0019841676312881544,0.02225653330485026,0.00025140311840185465,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8470588235294118,0.8710898312813499,0.01922477591713885,160,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",12,6,200,
428,0.32592328389485675,0.002066655604254736,0.02343161900838216,0.0001531286310893722,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9590643274853801,0.9707602339181286,0.9511179910560715,0.020083921219188866,RandomForestClassifier,5-21,"[None, None, False]",12,6,210,
429,0.3422528902689616,0.003650289264271959,0.024454673131306965,0.00027647519371182147,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9473684210526315,0.9707602339181286,0.9472193555784888,0.019282190499849795,RandomForestClassifier,5-21,"[None, None, False]",12,6,220,
430,0.35592277844746906,0.003180081433411225,0.025523900985717773,0.0005959456358532869,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9532163742690059,0.9707602339181286,0.94916867331728,0.019493170642868943,RandomForestClassifier,5-21,"[None, None, False]",12,6,230,
431,0.3752098083496094,0.0023675368108065893,0.02654870351155599,0.00014235330723967558,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8470588235294118,0.8750113999088008,0.02410310622901415,132,0.9235294117647059,0.9532163742690059,0.9707602339181286,0.94916867331728,0.019493170642868943,RandomForestClassifier,5-21,"[None, None, False]",12,6,240,
432,0.016252835591634113,2.7900973197423362e-05,0.0024379094441731772,1.844352597346649e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8705882352941177,0.8235294117647058,0.8282717738258093,0.03278712072028649,286,0.8588235294117647,0.9122807017543859,0.9473684210526315,0.9061575507395939,0.03640667697630637,RandomForestClassifier,5-21,"[None, None, False]",12,9,10,
433,0.03147562344868978,0.00024192898683242955,0.003775358200073242,0.0002618772423769125,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7790697674418605,0.8235294117647058,0.8470588235294118,0.8165526675786593,0.028191418984000512,292,0.8647058823529412,0.8771929824561403,0.9181286549707602,0.8866758399266139,0.022817268283733212,RandomForestClassifier,5-21,"[None, None, False]",12,9,20,
434,0.04744704564412435,0.0010803664135054154,0.00456698735555013,6.622268872048025e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7906976744186046,0.8117647058823529,0.8470588235294118,0.8165070679434564,0.023252416085382102,295,0.8588235294117647,0.8713450292397661,0.9064327485380117,0.8788671023965141,0.020151023545291757,RandomForestClassifier,5-21,"[None, None, False]",12,9,30,
435,0.06228971481323242,0.0002965904764211746,0.005614439646402995,1.7820714498580166e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8888888888888888,0.9122807017543859,0.8866643733516799,0.021880412408493602,RandomForestClassifier,5-21,"[None, None, False]",12,9,40,
436,0.07735816637674968,0.0006078510339322758,0.006667693456013997,0.0001222355621458407,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7441860465116279,0.8352941176470589,0.8470588235294118,0.8088463292293663,0.04597329802525193,298,0.8529411764705882,0.8947368421052632,0.9122807017543859,0.8866529067767458,0.024890524609756697,RandomForestClassifier,5-21,"[None, None, False]",12,9,50,
437,0.09308155377705891,0.0014562400234402954,0.007923285166422525,0.00026452856220508624,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9122807017543859,0.8807934869854375,0.026674102534095044,RandomForestClassifier,5-21,"[None, None, False]",12,9,60,
438,0.10935600598653157,0.0016876746422693825,0.008761008580525717,0.00030815465819427463,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8771929824561403,0.9122807017543859,0.878844169246646,0.026652306506331932,RandomForestClassifier,5-21,"[None, None, False]",12,9,70,
439,0.12341070175170898,0.0017022262414382382,0.009632507960001627,6.481020235702733e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9181286549707602,0.8827428047242288,0.029014903030708958,RandomForestClassifier,5-21,"[None, None, False]",12,9,80,
440,0.13789590199788412,0.0008536659340372584,0.011040290196736654,0.00030639779612292916,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8470588235294118,0.8830409356725146,0.9239766081871345,0.8846921224630203,0.03142325266980707,RandomForestClassifier,5-21,"[None, None, False]",12,9,90,
441,0.1534116268157959,0.001376180511923774,0.011930147806803385,0.00015262319401463463,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8529411764705882,0.8830409356725146,0.9239766081871345,0.8866529067767458,0.02911234436033824,RandomForestClassifier,5-21,"[None, None, False]",12,9,100,
442,0.16745797793070474,0.0004136485774870265,0.012705246607462565,0.00010189995071232693,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8888888888888888,0.9181286549707602,0.8866529067767458,0.02665960177630773,RandomForestClassifier,5-21,"[None, None, False]",12,9,110,
443,0.1848454475402832,0.003565661187784076,0.013919830322265625,0.00020469397915623888,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8888888888888888,0.9181286549707602,0.8886136910904713,0.0242119981243907,RandomForestClassifier,5-21,"[None, None, False]",12,9,120,
444,0.19875725110371908,0.0007852996093927332,0.014985084533691406,0.00039207155457284524,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8888888888888888,0.9239766081871345,0.8905630088292628,0.02662496230555646,RandomForestClassifier,5-21,"[None, None, False]",12,9,130,
445,0.21384565035502115,0.001177161907805395,0.015731334686279297,0.00032280120585905734,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8771929824561403,0.9239766081871345,0.8847035890379543,0.029482368156907128,RandomForestClassifier,5-21,"[None, None, False]",12,9,140,
446,0.23006820678710938,0.0020288733830450515,0.016855319341023762,0.0002607055530648291,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8529411764705882,0.8771929824561403,0.9239766081871345,0.8847035890379543,0.029482368156907128,RandomForestClassifier,5-21,"[None, None, False]",12,9,150,
447,0.24477314949035645,0.002546473026441669,0.018061240514119465,0.00019186562228792138,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9239766081871345,0.8847150556128884,0.028228816510684904,RandomForestClassifier,5-21,"[None, None, False]",12,9,160,
448,0.2596871058146159,0.002023610892497087,0.01952536900838216,0.0004452386941464445,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9181286549707602,0.8847150556128884,0.02478858161632301,RandomForestClassifier,5-21,"[None, None, False]",12,9,170,
449,0.27465351422627765,0.00028066139423484684,0.02083444595336914,0.0009674975412461505,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",12,9,180,
450,0.29229052861531574,0.0030667534991151127,0.02155152956644694,0.0007559439281715326,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9298245614035088,0.8866643733516799,0.03094401788162604,RandomForestClassifier,5-21,"[None, None, False]",12,9,190,
451,0.30909045537312824,0.0013948560376348634,0.022388935089111328,0.0001465500650784695,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",12,9,200,
452,0.3188049793243408,0.001273504145688777,0.024002710978190105,0.0014794423412174,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8771929824561403,0.9239766081871345,0.8866643733516798,0.027428833400875402,RandomForestClassifier,5-21,"[None, None, False]",12,9,210,
453,0.3345387776692708,0.0029346235057989586,0.02382493019104004,0.00020611181593512576,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8771929824561403,0.9298245614035088,0.8886136910904713,0.030089988094113954,RandomForestClassifier,5-21,"[None, None, False]",12,9,220,
454,0.3462723096211751,0.006320414639179554,0.025354385375976562,0.0003229717373923006,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7441860465116279,0.8117647058823529,0.8470588235294118,0.8010031919744641,0.042681453419722654,335,0.8588235294117647,0.8713450292397661,0.9239766081871345,0.8847150556128884,0.028228816510684904,RandomForestClassifier,5-21,"[None, None, False]",12,9,230,
455,0.3630492687225342,0.0015718174417864966,0.027307907740275066,0.0015050129617601795,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7558139534883721,0.8117647058823529,0.8470588235294118,0.8048791609667122,0.037567402747510886,304,0.8588235294117647,0.8713450292397661,0.9298245614035088,0.8866643733516799,0.03094401788162604,RandomForestClassifier,5-21,"[None, None, False]",12,9,240,
456,0.017264366149902344,0.0002438174750330065,0.002633333206176758,8.744817342264546e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7093023255813954,0.8,0.7647058823529411,0.7580027359781122,0.037329310777882395,477,0.8117647058823529,0.8654970760233918,0.9005847953216374,0.8592821924091273,0.036525978478837595,RandomForestClassifier,5-21,"[None, None, False]",12,12,10,
457,0.03189643224080404,0.00031454446267618365,0.0036160945892333984,0.00011415960253518889,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8,0.7774737802097583,0.024023002687602064,470,0.8176470588235294,0.847953216374269,0.9005847953216374,0.8553950235064786,0.034265652422429786,RandomForestClassifier,5-21,"[None, None, False]",12,12,20,
458,0.04626838366190592,0.00043818305137632613,0.004529714584350586,3.229200475652195e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8,0.7774737802097583,0.024023002687602064,470,0.8176470588235294,0.8538011695906432,0.9239766081871345,0.8651416122004357,0.044143308257736553,RandomForestClassifier,5-21,"[None, None, False]",12,12,30,
459,0.06047781308492025,0.00030381078311343435,0.005584160486857097,4.733647967214436e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8235294117647058,0.7853169174646603,0.0324574603046034,459,0.8176470588235294,0.847953216374269,0.9239766081871345,0.8631922944616442,0.044726318819249086,RandomForestClassifier,5-21,"[None, None, False]",12,12,40,
460,0.07621065775553386,0.0011020584354403816,0.006628831227620442,7.665724813252101e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8176470588235294,0.847953216374269,0.9005847953216374,0.8553950235064786,0.034265652422429786,RandomForestClassifier,5-21,"[None, None, False]",12,12,50,
461,0.09079297383626302,0.0008261629177453403,0.0076634883880615234,0.00013440437250723726,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8176470588235294,0.847953216374269,0.8771929824561403,0.8475977525513129,0.02431082092693506,RandomForestClassifier,5-21,"[None, None, False]",12,12,60,
462,0.10419201850891113,0.0005111073045788735,0.008821487426757812,0.00021014953456277637,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",12,12,70,
463,0.11962588628133138,0.0007617241979124452,0.00977023442586263,0.00031434567179200646,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8947368421052632,0.8554064900814127,0.029544181611517915,RandomForestClassifier,5-21,"[None, None, False]",12,12,80,
464,0.13702917098999023,0.002689956925769122,0.011236270268758139,0.0008575710332984632,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",12,12,90,
465,0.14918732643127441,0.0010155806112408668,0.011641979217529297,0.0001282488087048473,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",12,12,100,
466,0.16396164894104004,0.001029608713047164,0.012624502182006836,0.00011468701921769564,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8596491228070176,0.8437105836486641,0.015047886469053912,RandomForestClassifier,5-21,"[None, None, False]",12,12,110,
467,0.18183183670043945,0.001586513268559528,0.014433145523071289,0.0009576399725004518,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8654970760233918,0.8456599013874554,0.01720979723014391,RandomForestClassifier,5-21,"[None, None, False]",12,12,120,
468,0.19452317555745444,0.0010552325568982217,0.014816522598266602,0.00011176738175542873,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8235294117647058,0.7853169174646603,0.0324574603046034,459,0.8235294117647058,0.847953216374269,0.8538011695906432,0.8417612659098727,0.01311106449741855,RandomForestClassifier,5-21,"[None, None, False]",12,12,130,
469,0.2125091552734375,0.0019482758410057299,0.01639111836751302,0.0004757476253623655,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",12,12,140,
470,0.2257838249206543,0.0019364503865239636,0.0169980525970459,0.0001772875808906463,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",12,12,150,
471,0.2413794199625651,0.002909846097870871,0.01782846450805664,0.0002261206350125063,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",12,12,160,
472,0.25869321823120117,0.0012135285679659889,0.019306739171346027,0.0001227298217031346,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8830409356725146,0.8534571723426213,0.02429669552343019,RandomForestClassifier,5-21,"[None, None, False]",12,12,170,
473,0.26984572410583496,0.0007837332580146483,0.019956191380818684,0.00012115266677897937,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8830409356725146,0.8534571723426213,0.02429669552343019,RandomForestClassifier,5-21,"[None, None, False]",12,12,180,
474,0.28557538986206055,0.0021562814693631806,0.021185636520385742,0.00016664804919676275,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8830409356725146,0.8515078546038298,0.024425150414613152,RandomForestClassifier,5-21,"[None, None, False]",12,12,190,
475,0.30539989471435547,0.002039443516532555,0.024817625681559246,0.0028623540241163696,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.847953216374269,0.8771929824561403,0.8495585368650383,0.02193744888308892,RandomForestClassifier,5-21,"[None, None, False]",12,12,200,
476,0.31450502077738446,0.0010888944863059868,0.023115793863932293,0.0003102968320534594,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",12,12,210,
477,0.3284512360890706,0.0022133517476938523,0.025570472081502277,0.001867878093459838,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",12,12,220,
478,0.34473927815755206,0.002091974539647871,0.02506391207377116,0.00013701310012646702,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",12,12,230,
479,0.3585208257039388,0.0034284739861708225,0.02684760093688965,0.001119529822118065,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7441860465116279,0.788235294117647,0.8352941176470589,0.7892384860921112,0.03720147803612028,391,0.8235294117647058,0.8538011695906432,0.8771929824561403,0.8515078546038298,0.021967994523248335,RandomForestClassifier,5-21,"[None, None, False]",12,12,240,
0,0.08424981435139973,0.0011244822207093262,0.005817333857218425,8.751344037467999e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,30,
1,0.1119680404663086,0.0004605492058758017,0.007337729136149089,4.585095020846331e-05,42,"{'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,40,
2,0.14076852798461914,0.0019473264765130325,0.009501457214355469,0.0005949091870118055,42,"{'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,50,
3,0.16854683558146158,0.0004616493118254565,0.01057744026184082,0.00017277184016832998,42,"{'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,60,
4,0.19727651278177896,0.0007380248645811819,0.012327353159586588,6.60083220750563e-05,42,"{'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,70,
5,0.22455994288126627,0.0009080488961466941,0.014440774917602539,0.00042345855778994513,42,"{'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,80,
6,0.25333309173583984,0.0013767030474857215,0.01894513765970866,0.0047372853594402145,42,"{'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,90,
7,0.2805328369140625,0.0013097881043527112,0.017218510309855144,0.0005012038800010524,42,"{'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,100,
8,0.30696829160054523,0.0009553230920993941,0.01895276705423991,0.0010998221288093261,42,"{'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,110,
9,0.3369282086690267,0.0018048814534588787,0.02060866355895996,0.0007531780147278345,42,"{'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,120,
10,0.3636300563812256,0.004151048949369786,0.02266979217529297,0.0007408199699258393,42,"{'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,130,
11,0.39341266949971515,0.0026795829798251466,0.023336172103881836,0.000207084710508185,42,"{'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,140,
12,0.42130287488301593,0.0021692488648473716,0.025140682856241863,0.0005748436697904383,42,"{'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,150,
13,0.4456214904785156,0.000944982517459911,0.02686961491902669,0.0011737351303784994,42,"{'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,160,
14,0.47650694847106934,0.0022813155547525945,0.028061389923095703,0.0005239270924116706,42,"{'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,170,
15,0.5041406949361166,0.004850702814977312,0.029482603073120117,0.00020392776062059186,42,"{'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,180,
16,0.5328472455342611,0.003054609781120766,0.03156304359436035,0.0005522932291903414,42,"{'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,190,
17,0.5605830351511637,0.0032034315007955167,0.03309408823649088,0.00041337396779536726,42,"{'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,200,
18,0.5903259913126627,0.004172543553281654,0.03425248463948568,0.0002282750787316714,42,"{'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,210,
19,0.6166662375132242,0.0026666186964972452,0.03766330083211263,0.001542877509860623,42,"{'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,220,
20,0.645132859547933,0.0025604980985647397,0.03812487920125326,0.0004516271934996139,42,"{'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,230,
21,0.6687099933624268,0.0030975037593925503,0.03886620203653971,0.00017240662018608378,42,"{'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.49411764705882355,0.7184222526219791,0.16027564088188503,1,0.8294117647058824,0.8654970760233918,0.5146198830409356,0.7365095745900699,0.1575897920447215,AdaBoostClassifier,5-21,"[None, None, False]",,,240,
0,0.32470083236694336,0.004546259859146902,0.001615603764851888,1.0559428207208448e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8953488372093024,0.8588235294117647,0.8823529411764706,0.8788417692658458,0.01511667453654379,66,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,30,0.05
1,0.42957528432210285,0.0012778960400154538,0.0016495386759440105,3.583494606594358e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9058823529411765,0.8906064751481989,0.014793831677652065,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,40,0.05
2,0.5369284947713217,0.0015735819523198813,0.001737674077351888,7.142837419071617e-06,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9058823529411765,0.8906064751481989,0.014793831677652065,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,50,0.05
3,0.649935801823934,0.0022236500151076475,0.0018053054809570312,2.0113071973870222e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8953488372093024,0.8588235294117647,0.9058823529411765,0.8866849065207477,0.020164837204486075,64,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,60,0.05
4,0.7569729487101237,0.002879911960061473,0.0018453598022460938,2.9048607628979535e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.8953488372093024,0.8588235294117647,0.9058823529411765,0.8866849065207477,0.020164837204486075,64,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,70,0.05
5,0.8609621524810791,0.0047094609718853365,0.0019197463989257812,1.7412719379911626e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9058823529411765,0.8906064751481989,0.014793831677652065,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,80,0.05
6,0.9799462159474691,0.004712875663403841,0.00198515256245931,5.233793166681907e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9058823529411765,0.8945280437756499,0.009623359804621793,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,90,0.05
7,1.0835622151692708,0.00358764963346146,0.0020311673482259116,1.7438091270652502e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9058823529411765,0.8945280437756499,0.009623359804621793,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,100,0.05
8,1.188732385635376,0.005440666363335759,0.002169450124104818,6.85563861776039e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.9058823529411765,0.8984496124031008,0.00527972102965198,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,110,0.05
9,1.3007855415344238,0.003546747461744368,0.0022312005360921225,7.531016924776386e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.9058823529411765,0.8984496124031008,0.00527972102965198,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,120,0.05
10,1.4161190191904705,0.003842462191204509,0.00229795773824056,6.583154852676211e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.9058823529411765,0.8984496124031008,0.00527972102965198,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,130,0.05
11,1.5237005551656086,0.0032202457687297175,0.00226744016011556,4.727279244292736e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.9058823529411765,0.8984496124031008,0.00527972102965198,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,140,0.05
12,1.636178970336914,0.003994988566747866,0.0023397604624430337,6.150285437721136e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.9058823529411765,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,150,0.05
13,1.7435321013132732,0.0049397522658080366,0.0024192333221435547,1.9651824030871274e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.9176470588235294,0.9062471500227999,0.00961968590029673,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,160,0.05
14,1.8508268197377522,0.01110408389481707,0.002367734909057617,2.8053131488687675e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.9176470588235294,0.9062471500227999,0.00961968590029673,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,170,0.05
15,1.969344933827718,0.0059813921455710165,0.002451737721761068,2.1964147603224865e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.9176470588235294,0.9062471500227999,0.00961968590029673,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,180,0.05
16,2.0749075412750244,0.008656075447647642,0.002553224563598633,1.578011629307316e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,190,0.05
17,2.1950672467549643,0.00448070574239063,0.0026388963063557944,0.00013532844277842486,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,200,0.05
18,2.2909658749898276,0.001946871609568025,0.002893845240275065,7.620954149542223e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,210,0.05
19,2.3941089312235513,0.013533178312281248,0.002689520517985026,7.701506492301089e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,220,0.05
20,2.5073046684265137,0.0032362815737640004,0.002705176671346029,4.851269684483234e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9058823529411765,0.9062471500227999,0.0005159009803458361,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,230,0.05
21,2.604151964187622,0.0005690986060000995,0.002784172693888346,4.420691661598741e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9058823529411765,0.9062471500227999,0.0005159009803458361,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,240,0.05
22,0.3237036069234212,0.0031906740354487794,0.0015858014424641926,3.0949347897622126e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8941176470588236,0.8906064751481989,0.005857734178759649,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,30,0.1
23,0.42994848887125653,0.0030461325640351077,0.0016689300537109375,5.1611978209086166e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9058823529411765,0.8945280437756499,0.009623359804621793,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,40,0.1
24,0.5390702883402506,0.0014481835002481392,0.0017578601837158203,4.734515159292558e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9058823529411765,0.8945280437756499,0.009623359804621793,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,50,0.1
25,0.6443427403767904,0.0006565023252447274,0.0017532507578531902,3.086965671421442e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.9058823529411765,0.8984496124031008,0.00527972102965198,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,60,0.1
26,0.7528272469838461,0.0029498265470418706,0.002125263214111328,0.00041323889476230555,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.9176470588235294,0.9062471500227999,0.00961968590029673,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,70,0.1
27,0.8692534764607748,0.004191992067865402,0.0019608338673909507,3.6829990338581855e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,80,0.1
28,0.9750504493713379,0.006150523701237908,0.0020870367685953775,4.322783001595716e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,90,0.1
29,1.0822594960530598,0.003346527089029928,0.0020850499471028647,2.204165114205143e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,100,0.1
30,1.2030251026153564,0.00913605894175374,0.0023817221323649087,0.0003585708865426479,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,110,0.1
31,1.3071928024291992,0.0028250226458841213,0.002263943354288737,8.200174338514916e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9176470588235294,0.9101687186502508,0.005306825910068813,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,120,0.1
32,1.4142779509226482,0.008691188191541974,0.00224153200785319,7.216730807461096e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,130,0.1
33,1.5270636081695557,0.003329818444670964,0.002298434575398763,2.884788179386985e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9176470588235294,0.9140902872777018,0.005030034558372164,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,140,0.1
34,1.6262653668721516,0.005219125129752817,0.0024247964223225913,0.00015621958825886396,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,150,0.1
35,1.7464731534322102,0.012878048645255914,0.0024736722310384116,0.00011586919458830391,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9058823529411765,0.9062471500227999,0.0005159009803458361,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,160,0.1
36,1.8598289489746094,0.0036955841472376427,0.002419710159301758,8.765917668571044e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.8941176470588236,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,170,0.1
37,1.975730260213216,0.009608525810978097,0.0025736490885416665,4.62770946543267e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.8941176470588236,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,180,0.1
38,2.07135009765625,0.005323328798828719,0.002561489741007487,3.19215876542772e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.8941176470588236,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,190,0.1
39,2.189432700475057,0.004919984648921711,0.0026280085245768228,6.797127433281679e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.8941176470588236,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,200,0.1
40,2.294926881790161,0.009684960428578923,0.003000338872273763,0.000468775686811246,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.8941176470588236,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,210,0.1
41,2.397014061609904,0.0032746170564437816,0.002724170684814453,7.300749070979119e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.8941176470588236,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,220,0.1
42,2.507668972015381,0.008728491301563094,0.0027704238891601562,3.640915301742979e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.8941176470588236,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,230,0.1
43,2.605961640675863,0.005902173340298372,0.0027982393900553384,3.90547454524624e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.8941176470588236,0.9023255813953489,0.00582105732685193,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,240,0.1
44,0.3296353022257487,0.002258269806870873,0.0015964508056640625,2.534872791290667e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9069767441860465,0.8705882352941177,0.8941176470588236,0.8905608755129958,0.015066936488359809,63,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,30,0.5
45,0.43906275431315106,0.0023419395121170214,0.001661380132039388,7.218384707348289e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.8941176470588236,0.8984040127678979,0.006061836519063836,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,40,0.5
46,0.5479373931884766,0.0025954443413784643,0.001790920893351237,8.241822183306821e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9058823529411765,0.9062471500227999,0.0005159009803458361,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,50,0.5
47,0.6571281750996908,0.004409296263647366,0.002035379409790039,0.0003135298291189149,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9069767441860465,0.9058823529411765,0.9058823529411765,0.9062471500227999,0.0005159009803458361,13,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,60,0.5
48,0.7152679761250814,0.019559828587889336,0.0018518765767415364,8.831862914917019e-06,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,70,0.5
49,0.7283462683359782,0.020187974982242077,0.0018472671508789062,1.60680679755156e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,80,0.5
50,0.7399511337280273,0.023030651063249422,0.0018671353658040364,1.079895512355997e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,90,0.5
51,0.7649703025817871,0.01753304181490293,0.001985629399617513,6.327467187034979e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,100,0.5
52,0.7723496754964193,0.022460374802305484,0.0019521713256835938,2.8695535639148903e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,110,0.5
53,0.7811120351155599,0.024152883987078645,0.0020563602447509766,6.786209780164327e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,120,0.5
54,0.7965967655181885,0.018566550792315582,0.0020094712575276694,5.6966021656854705e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,130,0.5
55,0.8091413180033366,0.019580802874646374,0.001939694086710612,1.557384192624411e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,140,0.5
56,0.8228015899658203,0.019150356154091004,0.0020476182301839194,2.1337537846090777e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,150,0.5
57,0.8485594590504965,0.0213190440097666,0.0020383199055989585,5.908976804481215e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,160,0.5
58,0.8461204369862875,0.02072955047603866,0.0020384788513183594,1.3848815661866766e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,170,0.5
59,0.8614519437154134,0.014794666344739308,0.0020422935485839844,6.403155480858586e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,180,0.5
60,0.8810641765594482,0.019272185476695427,0.0020988782246907554,1.3240760387439608e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,190,0.5
61,0.9009772141774496,0.020804809616886653,0.002171675364176432,8.194580635981916e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,200,0.5
62,0.9101525147755941,0.02001463688694938,0.002105077107747396,3.368674443153353e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,210,0.5
63,0.9266388416290283,0.017935416224595067,0.0021557013193766275,3.489790728908229e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,220,0.5
64,0.9403436183929443,0.019279511284478842,0.0021706422170003257,1.179362242981215e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,230,0.5
65,0.9615408579508463,0.019584258088948404,0.0022141138712565103,9.065014531063675e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8823529411764706,0.9023255813953487,0.014779347563413951,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[None, None, False]",,,240,0.5
0,0.008220831553141275,0.0007321478683116063,0.001005411148071289,0.00013400326083249552,42,{'random_state': 42},0.7333333333333333,0.7640449438202247,0.8314606741573034,0.7762796504369538,0.040983816227009855,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-7,"[True, None, False]",,,,
0,0.01661364237467448,0.00015895569293202435,0.0023679733276367188,2.4538202627459338e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7191011235955056,0.7090303786933001,0.014242184023898829,397,0.8314606741573034,0.8268156424581006,0.8491620111731844,0.8358127759295294,0.009627933009892916,RandomForestClassifier,5-7,"[True, None, False]",3,1,10,
1,0.03347015380859375,0.001168259552515879,0.003687699635823568,0.00013473291522515907,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7222222222222222,0.7415730337078652,0.7303370786516854,0.7313774448605909,0.00793411400954543,292,0.8820224719101124,0.8324022346368715,0.8268156424581006,0.8470801163350282,0.024813016246783226,RandomForestClassifier,5-7,"[True, None, False]",3,1,20,
2,0.048244317372639976,0.0005935438494232061,0.004571596781412761,1.4894749003534928e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.7303370786516854,0.7202663337494798,0.022656414926619083,321,0.8820224719101124,0.8268156424581006,0.8324022346368715,0.8470801163350282,0.024813016246783226,RandomForestClassifier,5-7,"[True, None, False]",3,1,30,
3,0.06361794471740723,0.00027423927137949354,0.005650997161865234,0.00011604496241457818,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.6888888888888889,0.7303370786516854,0.7303370786516854,0.7165210153974199,0.019538864032786835,353,0.8707865168539326,0.8379888268156425,0.8156424581005587,0.8414726005900447,0.022646843985160457,RandomForestClassifier,5-7,"[True, None, False]",3,1,40,
4,0.07982905705769856,0.0017544619628665657,0.006635586420694987,0.0001793373007515886,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.6888888888888889,0.7528089887640449,0.7528089887640449,0.7315022888056596,0.030132224050562807,288,0.8707865168539326,0.8491620111731844,0.8044692737430168,0.8414726005900445,0.02761448242975841,RandomForestClassifier,5-7,"[True, None, False]",3,1,50,
5,0.09411342938741048,0.000877535012802406,0.008035024007161459,0.0005266324201439115,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.6777777777777778,0.7415730337078652,0.7415730337078652,0.7203079483978362,0.030073372050464068,319,0.8539325842696629,0.8603351955307262,0.8324022346368715,0.8488900048124202,0.011948034197065211,RandomForestClassifier,5-7,"[True, None, False]",3,1,60,
6,0.10951145490010579,0.0007720949840770346,0.008733828862508139,5.7833530873130815e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.7528089887640449,0.720307948397836,0.03144156745194636,320,0.8370786516853933,0.8547486033519553,0.8268156424581006,0.8395476324984831,0.01153644878247372,RandomForestClassifier,5-7,"[True, None, False]",3,1,70,
7,0.1541756788889567,0.041315220750666695,0.009804089864095053,0.00012321994594577897,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7640449438202247,0.7166042446941323,0.03979370149939883,345,0.8370786516853933,0.8491620111731844,0.8324022346368715,0.839547632498483,0.007061370361732908,RandomForestClassifier,5-7,"[True, None, False]",3,1,80,
8,0.14028072357177734,0.0010887856494804988,0.010832548141479492,3.77640780106244e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.7640449438202247,0.724053266749896,0.03549761215689095,302,0.8426966292134831,0.8491620111731844,0.8379888268156425,0.8432824890674366,0.004580206399880579,RandomForestClassifier,5-7,"[True, None, False]",3,1,90,
9,0.15515772501627603,0.0005185073092130955,0.01180418332417806,9.072473520781658e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7640449438202247,0.7166042446941323,0.03979370149939883,345,0.8426966292134831,0.8547486033519553,0.8435754189944135,0.8470068838532839,0.005485965941494011,RandomForestClassifier,5-7,"[True, None, False]",3,1,100,
10,0.17026607195536295,0.00044316733162389567,0.01264333724975586,4.863544223350413e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.7752808988764045,0.7277985851019558,0.03984593344470574,298,0.848314606741573,0.8547486033519553,0.8435754189944135,0.848879543029314,0.004578891927734596,RandomForestClassifier,5-7,"[True, None, False]",3,1,110,
11,0.18927621841430664,0.0018235156121357075,0.013686418533325195,8.35842176925843e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.7752808988764045,0.7277985851019558,0.03984593344470574,298,0.848314606741573,0.8603351955307262,0.8491620111731844,0.8526039378151612,0.005477760063264402,RandomForestClassifier,5-7,"[True, None, False]",3,1,120,
12,0.2042994499206543,0.002431729404614908,0.014536380767822266,0.00025627147161237835,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.7,0.7191011235955056,0.7752808988764045,0.7314606741573034,0.031951758443807,289,0.8595505617977528,0.8491620111731844,0.8435754189944135,0.8507626639884501,0.006619308321017387,RandomForestClassifier,5-7,"[True, None, False]",3,1,130,
13,0.21804046630859375,0.001069361362133933,0.01576821009318034,0.0006155019731134456,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.7,0.7191011235955056,0.7752808988764045,0.7314606741573034,0.031951758443807,289,0.8539325842696629,0.8491620111731844,0.8547486033519553,0.8526143995982675,0.00246383321458016,RandomForestClassifier,5-7,"[True, None, False]",3,1,140,
14,0.23343118031819662,0.0015086080904930272,0.017265160878499348,0.0005586846962631251,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.6777777777777778,0.7191011235955056,0.7752808988764045,0.724053266749896,0.03995920792808208,302,0.8539325842696629,0.8491620111731844,0.8435754189944135,0.8488900048124202,0.004232667301669267,RandomForestClassifier,5-7,"[True, None, False]",3,1,150,
15,0.24858291943868002,0.0005516095147164634,0.01795164744059245,0.00030230600446000123,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7640449438202247,0.7240116521015397,0.030878181248976025,306,0.8539325842696629,0.8491620111731844,0.8379888268156425,0.8470278074194965,0.006681664946446073,RandomForestClassifier,5-7,"[True, None, False]",3,1,160,
16,0.2640340328216553,0.0027609136299593614,0.019126733144124348,7.183546469036138e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7640449438202247,0.7202663337494798,0.03191081135642111,321,0.848314606741573,0.8491620111731844,0.8491620111731844,0.8488795430293138,0.00039947027999994686,RandomForestClassifier,5-7,"[True, None, False]",3,1,170,
17,0.28087743123372394,0.0017325762529799477,0.02006189028422038,0.0002355529175085848,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7640449438202247,0.7202663337494798,0.03191081135642111,321,0.8595505617977528,0.8491620111731844,0.8379888268156425,0.8489004665955265,0.008804484010406925,RandomForestClassifier,5-7,"[True, None, False]",3,1,180,
18,0.2947835127512614,0.001815772548265167,0.02105569839477539,0.0004007603325555951,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7752808988764045,0.7240116521015397,0.037071341545632276,306,0.848314606741573,0.8435754189944135,0.8435754189944135,0.8451551482434666,0.002234074528888469,RandomForestClassifier,5-7,"[True, None, False]",3,1,190,
19,0.31048281987508136,0.001161986610139179,0.022149324417114258,4.5687287467975644e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7752808988764045,0.7202663337494798,0.03902930470201925,321,0.848314606741573,0.8435754189944135,0.8379888268156425,0.843292950850543,0.004220211207898938,RandomForestClassifier,5-7,"[True, None, False]",3,1,200,
20,0.32827528317769367,0.002003155788078936,0.023686567942301433,0.0006136973060339339,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7,0.6966292134831461,0.7752808988764045,0.7239700374531836,0.036308345463362285,308,0.848314606741573,0.8491620111731844,0.8435754189944135,0.8470173456363903,0.002458274167546675,RandomForestClassifier,5-7,"[True, None, False]",3,1,210,
21,0.3407597541809082,0.0013344862856077256,0.023799022038777668,0.00023012966289123404,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7,0.7078651685393258,0.7752808988764045,0.7277153558052434,0.03378684048342747,300,0.848314606741573,0.8491620111731844,0.8379888268156425,0.8451551482434666,0.005079149907405583,RandomForestClassifier,5-7,"[True, None, False]",3,1,220,
22,0.359446922938029,0.0013376435420721989,0.025646368662516277,0.0008927004679092756,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7,0.7078651685393258,0.7752808988764045,0.7277153558052434,0.03378684048342747,300,0.8426966292134831,0.8491620111731844,0.8435754189944135,0.8451446864603603,0.002863243062911591,RandomForestClassifier,5-7,"[True, None, False]",3,1,230,
23,0.37577565511067706,0.005129548442322867,0.02643903096516927,0.0006368119435140109,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7,0.7191011235955056,0.7752808988764045,0.7314606741573034,0.031951758443807,289,0.848314606741573,0.8547486033519553,0.8491620111731844,0.8507417404222375,0.0028543226249367324,RandomForestClassifier,5-7,"[True, None, False]",3,1,240,
24,0.01639723777770996,5.8092322957005464e-05,0.002449194590250651,4.9690433332122016e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.6555555555555556,0.7078651685393258,0.7191011235955056,0.694173949230129,0.02768991295290727,452,0.8258426966292135,0.8044692737430168,0.8324022346368715,0.820904735003034,0.011926166605147972,RandomForestClassifier,5-7,"[True, None, False]",3,3,10,
25,0.03168622652689616,8.44469348007803e-05,0.0034880638122558594,2.0714536470168787e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.7528089887640449,0.7191011235955056,0.7202663337494798,0.026108275546777287,321,0.8820224719101124,0.8268156424581006,0.8100558659217877,0.8396313267633335,0.030746050342856938,RandomForestClassifier,5-7,"[True, None, False]",3,3,20,
26,0.046883185704549156,0.0002806584237233846,0.004598855972290039,0.00015235463334137826,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7,0.7640449438202247,0.7528089887640449,0.7389513108614231,0.027922095609911317,265,0.8764044943820225,0.8491620111731844,0.8379888268156425,0.8545184441236163,0.016134009815851974,RandomForestClassifier,5-7,"[True, None, False]",3,3,30,
27,0.06390897432963054,0.0015383831703562132,0.0055391788482666016,8.903798150482761e-06,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.6777777777777778,0.7528089887640449,0.7640449438202247,0.7315439034540159,0.03829411507599992,287,0.8651685393258427,0.8435754189944135,0.8435754189944135,0.8507731257715565,0.010179094542220483,RandomForestClassifier,5-7,"[True, None, False]",3,3,40,
28,0.07780941327412923,0.0007408744294628895,0.006487846374511719,0.00013321277629887857,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.6666666666666666,0.7528089887640449,0.7640449438202247,0.727840199750312,0.04349875503167128,297,0.8651685393258427,0.8547486033519553,0.8100558659217877,0.843324336199862,0.023905886337989492,RandomForestClassifier,5-7,"[True, None, False]",3,3,50,
29,0.09294660886128743,0.00029382316790799135,0.007514794667561849,0.0001221339880085548,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7415730337078652,0.7091136079900124,0.03138528112353694,389,0.8539325842696629,0.8491620111731844,0.8212290502793296,0.8414412152407257,0.014424245820544088,RandomForestClassifier,5-7,"[True, None, False]",3,3,60,
30,0.11095134417215984,0.000994735235362948,0.009041150410970053,0.0001846037695542186,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.6555555555555556,0.7191011235955056,0.7528089887640449,0.7091552226383686,0.04032160940154718,388,0.8426966292134831,0.8547486033519553,0.8212290502793296,0.8395580942815893,0.013863090340569378,RandomForestClassifier,5-7,"[True, None, False]",3,3,70,
31,0.12511157989501953,0.00022849167245768564,0.00968154271443685,3.663086788333738e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7640449438202247,0.7128589263420725,0.039911029620838416,361,0.8370786516853933,0.8547486033519553,0.8268156424581006,0.8395476324984831,0.01153644878247372,RandomForestClassifier,5-7,"[True, None, False]",3,3,80,
32,0.14106194178263345,0.00042075650487963576,0.011029561360677084,0.0003208367872024733,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7528089887640449,0.7128589263420723,0.03544336970431558,363,0.8370786516853933,0.8491620111731844,0.8268156424581006,0.8376854351055595,0.009132950902341116,RandomForestClassifier,5-7,"[True, None, False]",3,3,90,
33,0.15369041760762533,0.0007322188530340634,0.011793136596679688,4.892908464660221e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7640449438202247,0.7166042446941323,0.03979370149939883,345,0.8426966292134831,0.8547486033519553,0.8379888268156425,0.8451446864603603,0.007057726999526926,RandomForestClassifier,5-7,"[True, None, False]",3,3,100,
34,0.17055463790893555,0.0017971810098479767,0.012956857681274414,0.0004419909224684011,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.7640449438202247,0.724053266749896,0.03549761215689095,302,0.848314606741573,0.8491620111731844,0.8379888268156425,0.8451551482434666,0.005079149907405583,RandomForestClassifier,5-7,"[True, None, False]",3,3,110,
35,0.18360384305318198,0.0004356877724590798,0.013674259185791016,7.448917839158763e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7640449438202247,0.7166042446941323,0.03979370149939883,345,0.8539325842696629,0.8491620111731844,0.8324022346368715,0.8451656100265729,0.009232818472566165,RandomForestClassifier,5-7,"[True, None, False]",3,3,120,
36,0.2011119524637858,0.0022183621669441237,0.01462539037068685,0.00015035807197325983,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.7640449438202247,0.724053266749896,0.03549761215689095,302,0.8539325842696629,0.8435754189944135,0.8435754189944135,0.8470278074194967,0.0048824145333324735,RandomForestClassifier,5-7,"[True, None, False]",3,3,130,
37,0.21702965100606283,0.0020744968247589355,0.0159456729888916,8.790783243205182e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7528089887640449,0.7128589263420723,0.03544336970431558,363,0.8539325842696629,0.8491620111731844,0.8379888268156425,0.8470278074194965,0.006681664946446073,RandomForestClassifier,5-7,"[True, None, False]",3,3,140,
38,0.23414190610249838,0.0024914530956508174,0.016953468322753906,0.00018888299701682844,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7640449438202247,0.7166042446941323,0.03979370149939883,345,0.848314606741573,0.8491620111731844,0.8379888268156425,0.8451551482434666,0.005079149907405583,RandomForestClassifier,5-7,"[True, None, False]",3,3,150,
39,0.24641617139180502,0.0029974111794148985,0.017997185389200848,0.00021250941633670426,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7528089887640449,0.7128589263420723,0.03544336970431558,363,0.8426966292134831,0.8435754189944135,0.8379888268156425,0.8414202916745129,0.002452791766948361,RandomForestClassifier,5-7,"[True, None, False]",3,3,160,
40,0.2622849941253662,0.002755584721428648,0.01887623469034831,0.00026552283236353706,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.7191011235955056,0.7528089887640449,0.7165626300457761,0.030683911285264195,350,0.8539325842696629,0.8435754189944135,0.8379888268156425,0.845165610026573,0.006605421060372981,RandomForestClassifier,5-7,"[True, None, False]",3,3,170,
41,0.2799193859100342,0.0026369903001938694,0.0198822021484375,0.00017748946178807934,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7528089887640449,0.7091136079900124,0.03517853384171128,389,0.8539325842696629,0.8435754189944135,0.8324022346368715,0.8433034126336493,0.008791832551589485,RandomForestClassifier,5-7,"[True, None, False]",3,3,180,
42,0.29500548044840497,0.0037136130961371674,0.022049109141031902,0.0014497497706111176,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7528089887640449,0.7128173116937161,0.030830865993704135,367,0.848314606741573,0.8435754189944135,0.8435754189944135,0.8451551482434666,0.002234074528888469,RandomForestClassifier,5-7,"[True, None, False]",3,3,190,
43,0.3104995886484782,0.00292450626752946,0.021960099538167317,0.00010296892104047252,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7528089887640449,0.7128173116937161,0.030830865993704135,367,0.848314606741573,0.8435754189944135,0.8435754189944135,0.8451551482434666,0.002234074528888469,RandomForestClassifier,5-7,"[True, None, False]",3,3,200,
44,0.3242390950520833,0.0022247875213251274,0.023437023162841797,0.0007378003056222209,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7640449438202247,0.7128173116937163,0.037031940060845425,366,0.8426966292134831,0.8435754189944135,0.8379888268156425,0.8414202916745129,0.002452791766948361,RandomForestClassifier,5-7,"[True, None, False]",3,3,210,
45,0.34320902824401855,0.004642591654669143,0.025871117909749348,0.002257104598720688,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7640449438202247,0.7165626300457761,0.035751366983104424,350,0.848314606741573,0.8435754189944135,0.8435754189944135,0.8451551482434666,0.002234074528888469,RandomForestClassifier,5-7,"[True, None, False]",3,3,220,
46,0.3576951821645101,0.0037905893109121914,0.025729974110921223,0.0009181521941044464,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7640449438202247,0.71652101539742,0.033752738019880414,352,0.8426966292134831,0.8379888268156425,0.8435754189944135,0.8414202916745129,0.002452791766948361,RandomForestClassifier,5-7,"[True, None, False]",3,3,230,
47,0.3698113759358724,0.002414363548010957,0.026900053024291992,0.0009626237452556797,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7640449438202247,0.7128589263420725,0.039911029620838416,361,0.8426966292134831,0.8435754189944135,0.8379888268156425,0.8414202916745129,0.002452791766948361,RandomForestClassifier,5-7,"[True, None, False]",3,3,240,
48,0.016222397486368816,0.00024001527295349975,0.0024100144704182944,4.708644540754604e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.6666666666666666,0.6853932584269663,0.7415730337078652,0.6978776529338327,0.031829085602951245,445,0.8089887640449438,0.7821229050279329,0.8044692737430168,0.7985269809386312,0.011745260831792717,RandomForestClassifier,5-7,"[True, None, False]",3,6,10,
49,0.03261486689249674,0.000940922606750552,0.004603862762451172,0.0008922507751768229,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.6666666666666666,0.7415730337078652,0.7528089887640449,0.7203495630461921,0.03823568746844834,318,0.8426966292134831,0.8100558659217877,0.8435754189944135,0.8321093047098947,0.015598262502713898,RandomForestClassifier,5-7,"[True, None, False]",3,6,20,
50,0.047411600748697914,0.0008859785459293908,0.004542112350463867,3.842954485309924e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7191011235955056,0.7090303786933001,0.014242184023898829,397,0.8426966292134831,0.7932960893854749,0.7932960893854749,0.809762935994811,0.023287637804440472,RandomForestClassifier,5-7,"[True, None, False]",3,6,30,
51,0.06194368998209635,0.0005159014584056001,0.0054895877838134766,9.676328987748699e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.6888888888888889,0.7415730337078652,0.7078651685393258,0.7127756970453599,0.02178668930766594,370,0.848314606741573,0.8156424581005587,0.8156424581005587,0.8265331743142301,0.015401798573330707,RandomForestClassifier,5-7,"[True, None, False]",3,6,40,
52,0.07692742347717285,0.0003212917189531443,0.0068369706471761065,0.0001312793019079608,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7222222222222222,0.7191011235955056,0.7078651685393258,0.7163961714523511,0.006165431706212688,360,0.848314606741573,0.8156424581005587,0.7932960893854749,0.8190843847425354,0.02259268992797418,RandomForestClassifier,5-7,"[True, None, False]",3,6,50,
53,0.09277002016703288,0.0007135138582529189,0.007669369379679362,7.806314436035048e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7,0.6966292134831461,0.7078651685393258,0.7014981273408241,0.004707792168530508,443,0.848314606741573,0.8324022346368715,0.7988826815642458,0.8265331743142301,0.02060280253569598,RandomForestClassifier,5-7,"[True, None, False]",3,6,60,
54,0.10835639635721843,0.0004544062697522956,0.008647600809733072,8.499933505801504e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.7191011235955056,0.7303370786516854,0.7090719933416563,0.022598784883631724,392,0.8314606741573034,0.8324022346368715,0.7988826815642458,0.8209151967861402,0.01558408224838041,RandomForestClassifier,5-7,"[True, None, False]",3,6,70,
55,0.12324142456054688,0.00045027484827133834,0.009617884953816732,0.00015789303277149747,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.7078651685393258,0.7053266749895964,0.021532192785300174,413,0.8314606741573034,0.8268156424581006,0.8044692737430168,0.8209151967861402,0.01178262473381615,RandomForestClassifier,5-7,"[True, None, False]",3,6,80,
56,0.13853081067403158,0.0008424567939602858,0.01084431012471517,0.0004655983938553759,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7078651685393258,0.6978776529338327,0.022541161155140814,445,0.8314606741573034,0.8268156424581006,0.8044692737430168,0.8209151967861402,0.01178262473381615,RandomForestClassifier,5-7,"[True, None, False]",3,6,90,
57,0.15278967221577963,0.00041916085237559986,0.01198871930440267,0.00027932744207970683,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.6777777777777778,0.7191011235955056,0.7303370786516854,0.7090719933416563,0.022598784883631724,392,0.8258426966292135,0.8379888268156425,0.8044692737430168,0.8227669323959576,0.013856054122321992,RandomForestClassifier,5-7,"[True, None, False]",3,6,100,
58,0.17039783795674643,0.001343222038973764,0.012482007344563803,8.867768150484674e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.6666666666666666,0.7303370786516854,0.7303370786516854,0.7091136079900124,0.030014520050365333,389,0.8314606741573034,0.8379888268156425,0.8100558659217877,0.8265017889649112,0.011930506634615317,RandomForestClassifier,5-7,"[True, None, False]",3,6,110,
59,0.18655101458231607,0.0030132558716019085,0.013922770818074545,0.00026490155578896217,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.7303370786516854,0.7128173116937161,0.024776692041576058,367,0.8370786516853933,0.8324022346368715,0.8100558659217877,0.8265122507480175,0.011791993618967381,RandomForestClassifier,5-7,"[True, None, False]",3,6,120,
60,0.19814197222391763,0.0012531711189772976,0.014743407567342123,0.0003726045510777249,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.7191011235955056,0.7191011235955056,0.7053266749895964,0.019480012032688048,413,0.8314606741573034,0.8435754189944135,0.8100558659217877,0.8283639863578349,0.013858384130017396,RandomForestClassifier,5-7,"[True, None, False]",3,6,130,
61,0.21561487515767416,0.00239154991537979,0.015710194905598957,3.1079477163657075e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.7191011235955056,0.7303370786516854,0.7090719933416563,0.022598784883631724,392,0.8370786516853933,0.8435754189944135,0.8100558659217877,0.8302366455338648,0.014514358308936917,RandomForestClassifier,5-7,"[True, None, False]",3,6,140,
62,0.22774950663248697,0.000723516506330807,0.016880512237548828,0.00023184324112906625,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.6666666666666666,0.7191011235955056,0.7303370786516854,0.7053682896379524,0.027747953521713963,412,0.8370786516853933,0.8435754189944135,0.8156424581005587,0.8320988429267885,0.011934863426913411,RandomForestClassifier,5-7,"[True, None, False]",3,6,150,
63,0.24260290463765463,0.0014524354996584253,0.017589092254638672,0.0001433135645695301,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7303370786516854,0.7016229712858927,0.026365433310790123,439,0.8370786516853933,0.8324022346368715,0.8044692737430168,0.8246500533550938,0.014397108932382807,RandomForestClassifier,5-7,"[True, None, False]",3,6,160,
64,0.2586710453033447,0.0016366309078344043,0.018648862838745117,0.00016206817485356107,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7078651685393258,0.6903870162297129,0.017388749409718008,467,0.8370786516853933,0.8324022346368715,0.8100558659217877,0.8265122507480175,0.011791993618967381,RandomForestClassifier,5-7,"[True, None, False]",3,6,170,
65,0.271910826365153,0.00044155178065454024,0.019919633865356445,0.00040343936770193055,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7191011235955056,0.6941323345817727,0.02147896446202904,453,0.8426966292134831,0.8268156424581006,0.8044692737430168,0.8246605151382002,0.015680478455499653,RandomForestClassifier,5-7,"[True, None, False]",3,6,180,
66,0.2917286554972331,0.0024540345347495254,0.022654930750528973,0.0018659502812243428,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7191011235955056,0.6941323345817727,0.02147896446202904,453,0.8426966292134831,0.8212290502793296,0.8100558659217877,0.8246605151382002,0.013544643969096423,RandomForestClassifier,5-7,"[True, None, False]",3,6,190,
67,0.3063374360402425,0.0008312369609255007,0.021955092748006184,0.00022417824510088488,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7191011235955056,0.6978776529338327,0.022541161155140814,445,0.8370786516853933,0.8324022346368715,0.8100558659217877,0.8265122507480175,0.011791993618967381,RandomForestClassifier,5-7,"[True, None, False]",3,6,200,
68,0.32241328557332355,0.003821380058131084,0.02280600865681966,0.00022019900204721726,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7303370786516854,0.6978776529338327,0.02600832291635415,445,0.8426966292134831,0.8324022346368715,0.8156424581005587,0.8302471073169712,0.011149453618169939,RandomForestClassifier,5-7,"[True, None, False]",3,6,210,
69,0.3356570402781169,0.002146988612340973,0.023796955744425457,0.00026409722134364304,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7191011235955056,0.6941323345817727,0.02147896446202904,453,0.8314606741573034,0.8268156424581006,0.8100558659217877,0.8227773941790639,0.009193187360654897,RandomForestClassifier,5-7,"[True, None, False]",3,6,220,
70,0.35063791275024414,0.002161099475297267,0.024789730707804363,0.00028122993835622456,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7191011235955056,0.6941323345817727,0.02147896446202904,453,0.8426966292134831,0.8268156424581006,0.8100558659217877,0.8265227125311237,0.013327145556412585,RandomForestClassifier,5-7,"[True, None, False]",3,6,230,
71,0.36499913533528644,0.0029768424104519324,0.025994380315144856,0.0003567621738238,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7191011235955056,0.6978776529338327,0.022541161155140814,445,0.8370786516853933,0.8268156424581006,0.8156424581005587,0.8265122507480176,0.008753918503502172,RandomForestClassifier,5-7,"[True, None, False]",3,6,240,
72,0.01624274253845215,0.000150773064258553,0.0024612744649251304,5.4333054868794996e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6444444444444445,0.6966292134831461,0.7415730337078652,0.6942155638784854,0.03968929319422835,451,0.8089887640449438,0.7821229050279329,0.776536312849162,0.7892159939740129,0.014166258745140421,RandomForestClassifier,5-7,"[True, None, False]",3,9,10,
73,0.03125715255737305,2.317693483260105e-05,0.0035538673400878906,1.528980163272946e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7528089887640449,0.7313358302122346,0.01840252261941401,293,0.8426966292134831,0.7932960893854749,0.7988826815642458,0.8116251333877346,0.02208892471624797,RandomForestClassifier,5-7,"[True, None, False]",3,9,20,
74,0.04616395632425944,0.00013660452975349083,0.005111853281656901,0.0005078462117035035,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7222222222222222,0.7191011235955056,0.7191011235955056,0.7201414898044112,0.0014713000024688914,341,0.8426966292134831,0.8044692737430168,0.7821229050279329,0.809762935994811,0.025010813134240285,RandomForestClassifier,5-7,"[True, None, False]",3,9,30,
75,0.062017202377319336,0.0009620712282622445,0.005512078603108724,2.0611221429696085e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7191011235955056,0.7126924677486475,0.0047213831389705686,387,0.8258426966292135,0.8156424581005587,0.7821229050279329,0.8078693532525684,0.018675668906329063,RandomForestClassifier,5-7,"[True, None, False]",3,9,40,
76,0.07681759198506673,0.0008574308307326094,0.006691853205362956,0.00019012994340276558,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7191011235955056,0.7015397419891802,0.012813527985384664,441,0.8033707865168539,0.8100558659217877,0.7597765363128491,0.7910677295838302,0.022293895336376834,RandomForestClassifier,5-7,"[True, None, False]",3,9,50,
77,0.09176150957743327,0.000745236790729916,0.0077563126881917315,0.0003427505323633751,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7,0.6741573033707865,0.7303370786516854,0.7014981273408241,0.02295974850036571,443,0.8202247191011236,0.8212290502793296,0.776536312849162,0.8059966940765384,0.02083567000483613,RandomForestClassifier,5-7,"[True, None, False]",3,9,60,
78,0.1065353552500407,0.0007614044387003261,0.008412599563598633,0.00023809514359698745,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7191011235955056,0.6941323345817727,0.02147896446202904,453,0.8089887640449438,0.8268156424581006,0.770949720670391,0.8022513757244786,0.023299422100604088,RandomForestClassifier,5-7,"[True, None, False]",3,9,70,
79,0.12185390790303548,0.0015798227617698961,0.009633382161458334,0.00013189157385559407,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7303370786516854,0.7090303786933001,0.016941200167646348,397,0.797752808988764,0.8268156424581006,0.7932960893854749,0.8059548469441132,0.014862596890917892,RandomForestClassifier,5-7,"[True, None, False]",3,9,80,
80,0.1381202538808187,0.0006558612814098678,0.01063680648803711,4.8229354084383486e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7191011235955056,0.6941323345817727,0.02147896446202904,453,0.797752808988764,0.8212290502793296,0.7877094972067039,0.8022304521582658,0.01404580781614647,RandomForestClassifier,5-7,"[True, None, False]",3,9,90,
81,0.15337324142456055,0.001891275702676974,0.011617183685302734,0.00013336161545069822,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7,0.7191011235955056,0.7191011235955056,0.7127340823970038,0.009004356015109604,377,0.8033707865168539,0.8156424581005587,0.7821229050279329,0.8003787165484485,0.013846888256187599,RandomForestClassifier,5-7,"[True, None, False]",3,9,100,
82,0.1674637794494629,0.0016054882764216486,0.013325691223144531,0.00041140947948218936,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7415730337078652,0.7090303786933001,0.023227088391988452,397,0.8033707865168539,0.8212290502793296,0.7932960893854749,0.8059653087272194,0.01155021602105241,RandomForestClassifier,5-7,"[True, None, False]",3,9,110,
83,0.1836988925933838,0.0008444388922512928,0.013947804768880209,0.0004800605042843199,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7415730337078652,0.7090303786933001,0.023227088391988452,397,0.8033707865168539,0.8156424581005587,0.7932960893854749,0.8041031113342959,0.009137551583668344,RandomForestClassifier,5-7,"[True, None, False]",3,9,120,
84,0.1976478099822998,0.0017840829085219291,0.014769474665323893,5.3598891084457345e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7191011235955056,0.6978360382854766,0.016891754338937484,450,0.8033707865168539,0.8156424581005587,0.7932960893854749,0.8041031113342959,0.009137551583668344,RandomForestClassifier,5-7,"[True, None, False]",3,9,130,
85,0.2174383004506429,0.0021739214035271593,0.016246557235717773,0.00020985178425607384,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7415730337078652,0.7090303786933001,0.023227088391988452,397,0.8033707865168539,0.8100558659217877,0.7932960893854749,0.8022409139413722,0.006888637330871003,RandomForestClassifier,5-7,"[True, None, False]",3,9,140,
86,0.2279682159423828,0.001039917580363692,0.016566356023152668,0.00018464358973792103,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7191011235955056,0.70528506034124,0.012468293126361113,425,0.8089887640449438,0.8156424581005587,0.7988826815642458,0.8078379679032494,0.006890368940610268,RandomForestClassifier,5-7,"[True, None, False]",3,9,150,
87,0.2420214811960856,0.002986618931830308,0.01757701237996419,0.00030556869131544953,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7191011235955056,0.7015813566375364,0.017445523712511138,440,0.8033707865168539,0.8156424581005587,0.7988826815642458,0.8059653087272194,0.0070838401314468865,RandomForestClassifier,5-7,"[True, None, False]",3,9,160,
88,0.2593363920847575,0.0038979093009307063,0.01908699671427409,0.0005303815981268071,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7303370786516854,0.7053266749895964,0.021532192785300174,413,0.8033707865168539,0.8156424581005587,0.7988826815642458,0.8059653087272194,0.0070838401314468865,RandomForestClassifier,5-7,"[True, None, False]",3,9,170,
89,0.2739264965057373,0.0018209058172449291,0.019831101099650066,0.0001991486794072023,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7303370786516854,0.7053266749895964,0.021532192785300174,413,0.797752808988764,0.8156424581005587,0.8044692737430168,0.8059548469441132,0.0073785762916543695,RandomForestClassifier,5-7,"[True, None, False]",3,9,180,
90,0.28583653767903644,0.0007109797756952232,0.02130730946858724,0.0010656602733114025,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7415730337078652,0.7090719933416563,0.026058280697620576,392,0.8089887640449438,0.8156424581005587,0.8044692737430168,0.8097001652961731,0.004589087126149937,RandomForestClassifier,5-7,"[True, None, False]",3,9,190,
91,0.3051939010620117,0.002378728685036499,0.022266387939453125,0.000472672194022306,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,413,0.8146067415730337,0.8156424581005587,0.7988826815642458,0.8097106270792794,0.007668180150846276,RandomForestClassifier,5-7,"[True, None, False]",3,9,200,
92,0.3148767948150635,0.00110516961790648,0.02298712730407715,0.00022325248912209047,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,413,0.8146067415730337,0.8156424581005587,0.8044692737430168,0.811572824472203,0.005040734199362834,RandomForestClassifier,5-7,"[True, None, False]",3,9,210,
93,0.33335216840108234,0.0021178231012398516,0.024243831634521484,0.00036836624647536954,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,413,0.8089887640449438,0.8212290502793296,0.8044692737430168,0.8115623626890968,0.007080022828243536,RandomForestClassifier,5-7,"[True, None, False]",3,9,220,
94,0.3485376834869385,0.0007248768631853494,0.024964014689127605,8.530240784778773e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7415730337078652,0.7090719933416563,0.026058280697620576,392,0.8089887640449438,0.8212290502793296,0.7988826815642458,0.8097001652961731,0.009136725069476723,RandomForestClassifier,5-7,"[True, None, False]",3,9,230,
95,0.36427728335062665,0.004411994019420104,0.026107152303059895,0.00017592483877785703,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7303370786516854,0.7053266749895964,0.021532192785300174,413,0.8033707865168539,0.8212290502793296,0.8044692737430168,0.8096897035130667,0.008171864796995273,RandomForestClassifier,5-7,"[True, None, False]",3,9,240,
96,0.01604294776916504,0.0002115460344614134,0.002418677012125651,6.770565269509841e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6555555555555556,0.6853932584269663,0.7191011235955056,0.6866833125260091,0.02595840241699301,473,0.7808988764044944,0.7653631284916201,0.7541899441340782,0.7668173163433977,0.010952252812020372,RandomForestClassifier,5-7,"[True, None, False]",3,12,10,
97,0.031406005223592125,0.0001852168490814389,0.0037185351053873696,0.00022350096818651337,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6555555555555556,0.7191011235955056,0.7303370786516854,0.7016645859342487,0.03292510372905522,438,0.8146067415730337,0.7988826815642458,0.7597765363128491,0.7910886531500428,0.02305280910445326,RandomForestClassifier,5-7,"[True, None, False]",3,12,20,
98,0.04581101735432943,0.0006025121738159653,0.005090475082397461,0.0006824384670784397,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.6777777777777778,0.7191011235955056,0.7191011235955056,0.7053266749895964,0.019480012032688048,413,0.8033707865168539,0.8044692737430168,0.7541899441340782,0.787343334797983,0.023447276358269913,RandomForestClassifier,5-7,"[True, None, False]",3,12,30,
99,0.06039818127950033,0.00021239570411318357,0.006361087163289388,0.0011316738100156751,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6333333333333333,0.7303370786516854,0.6853932584269663,0.6830212234706616,0.03963711698078269,479,0.7921348314606742,0.8100558659217877,0.7541899441340782,0.7854602138388467,0.023290387066997185,RandomForestClassifier,5-7,"[True, None, False]",3,12,40,
100,0.07631723086039226,0.0009386886419034901,0.006973107655843099,0.00024268827962606307,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.6853932584269663,0.6903454015813567,0.012772511162015141,472,0.7921348314606742,0.8100558659217877,0.7318435754189944,0.778011424267152,0.03345537893462333,RandomForestClassifier,5-7,"[True, None, False]",3,12,50,
101,0.09039489428202312,0.0005762345845519619,0.007495482762654622,4.5392431954428554e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7078651685393258,0.7015397419891801,0.008945504015010819,442,0.7921348314606742,0.8212290502793296,0.7541899441340782,0.789184608624694,0.027447990810197415,RandomForestClassifier,5-7,"[True, None, False]",3,12,60,
102,0.10717423756917317,0.0005881065613049161,0.008658409118652344,9.168819333902916e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.6555555555555556,0.7078651685393258,0.7078651685393258,0.690428630878069,0.024658988041378536,466,0.7808988764044944,0.8268156424581006,0.7541899441340782,0.7873014876655576,0.029992977927988367,RandomForestClassifier,5-7,"[True, None, False]",3,12,70,
103,0.12117981910705566,0.000871553739071897,0.009602069854736328,0.00011766337327690669,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7078651685393258,0.6941323345817727,0.019421160032589316,453,0.7808988764044944,0.8156424581005587,0.7541899441340782,0.7835770928797104,0.025159259406379024,RandomForestClassifier,5-7,"[True, None, False]",3,12,80,
104,0.13608805338541666,0.001996265349611418,0.010773976643880209,0.0004698663984737057,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6666666666666666,0.6853932584269663,0.7078651685393258,0.686641697877653,0.016842368992799048,474,0.7865168539325843,0.8212290502793296,0.7486033519553073,0.7854497520557403,0.029658917086037243,RandomForestClassifier,5-7,"[True, None, False]",3,12,90,
105,0.14935938517252603,0.0006835967317040258,0.01161940892537435,0.00015648220201740698,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7078651685393258,0.6903870162297129,0.017388749409718008,467,0.7808988764044944,0.8212290502793296,0.7653631284916201,0.7891636850584813,0.023544009866105085,RandomForestClassifier,5-7,"[True, None, False]",3,12,100,
106,0.16701602935791016,0.0013333399681028063,0.012638012568155924,0.00011367030654780004,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.6966292134831461,0.686641697877653,0.014124480023701359,474,0.7865168539325843,0.8156424581005587,0.7653631284916201,0.7891741468415877,0.020612272245505443,RandomForestClassifier,5-7,"[True, None, False]",3,12,110,
107,0.18044273058573404,0.0008673694850093826,0.013428846995035807,0.00019314203923483173,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.6966292134831461,0.6903870162297129,0.017388749409718005,467,0.7808988764044944,0.8156424581005587,0.7597765363128491,0.7854392902726341,0.023032033096944446,RandomForestClassifier,5-7,"[True, None, False]",3,12,120,
108,0.1966390609741211,0.002359536406907499,0.015136321385701498,0.00042673104279084234,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.6966292134831461,0.6903870162297129,0.017388749409718005,467,0.7808988764044944,0.8268156424581006,0.7653631284916201,0.791025882451405,0.02608984549341936,RandomForestClassifier,5-7,"[True, None, False]",3,12,130,
109,0.20980596542358398,0.0015860309349062848,0.01651477813720703,0.0002615890434274333,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.6966292134831461,0.6940907199334165,0.012413587524322816,462,0.7808988764044944,0.8212290502793296,0.7653631284916201,0.7891636850584813,0.023544009866105085,RandomForestClassifier,5-7,"[True, None, False]",3,12,140,
110,0.22428194681803384,0.0024920430084099036,0.017197132110595703,0.0004045108758500612,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.6966292134831461,0.6903870162297129,0.017388749409718005,467,0.7921348314606742,0.8212290502793296,0.7597765363128491,0.7910468060176177,0.025099677524139257,RandomForestClassifier,5-7,"[True, None, False]",3,12,150,
111,0.23959755897521973,0.0015743597135890357,0.01976641019185384,0.001776508763425649,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.6966292134831461,0.6940907199334165,0.012413587524322816,462,0.7752808988764045,0.8212290502793296,0.7597765363128491,0.7854288284895278,0.026093910206212177,RandomForestClassifier,5-7,"[True, None, False]",3,12,160,
112,0.25615382194519043,0.004880299265195363,0.019645055135091145,0.0013301718368458975,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7191011235955056,0.6941323345817727,0.02147896446202904,453,0.7921348314606742,0.8212290502793296,0.7597765363128491,0.7910468060176177,0.025099677524139257,RandomForestClassifier,5-7,"[True, None, False]",3,12,170,
113,0.26873278617858887,0.0011406603811942911,0.021799882253011067,0.0021823764709456342,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7078651685393258,0.6940907199334166,0.012413587524322816,461,0.7921348314606742,0.8212290502793296,0.7653631284916201,0.7929090034105414,0.02281373578868058,RandomForestClassifier,5-7,"[True, None, False]",3,12,180,
114,0.2828532854715983,0.0015364110862904055,0.020896196365356445,0.0002774389905836219,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7078651685393258,0.6866000832292967,0.015109155031856924,476,0.7865168539325843,0.8212290502793296,0.770949720670391,0.7928985416274349,0.02101661564662632,RandomForestClassifier,5-7,"[True, None, False]",3,12,190,
115,0.2977946599324544,0.002860756850671904,0.022670904795328777,0.0019486489049245442,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7191011235955056,0.6940907199334165,0.017956226494543488,462,0.7921348314606742,0.8156424581005587,0.776536312849162,0.794771200803465,0.016073487105365755,RandomForestClassifier,5-7,"[True, None, False]",3,12,200,
116,0.3117481867472331,0.001620701183184739,0.022812287012736004,0.0003482274727603593,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7191011235955056,0.6866000832292967,0.023768558962952154,476,0.7921348314606742,0.8156424581005587,0.7877094972067039,0.7984955955893122,0.01225852264887662,RandomForestClassifier,5-7,"[True, None, False]",3,12,210,
117,0.3277631600697835,0.0031247029968993413,0.024010578791300457,0.00017961559029107263,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7078651685393258,0.6866000832292967,0.015109155031856924,476,0.7808988764044944,0.8100558659217877,0.7821229050279329,0.791025882451405,0.013465505676357594,RandomForestClassifier,5-7,"[True, None, False]",3,12,220,
118,0.3466300169626872,0.002261412831431454,0.025782346725463867,0.0002938253389659311,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6666666666666666,0.6741573033707865,0.7078651685393258,0.682896379525593,0.017918477021731983,480,0.7808988764044944,0.8100558659217877,0.7877094972067039,0.7928880798443286,0.01245380257937093,RandomForestClassifier,5-7,"[True, None, False]",3,12,230,
119,0.35734081268310547,0.001271602148290225,0.025797049204508465,0.0001506036063712786,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7191011235955056,0.6940907199334165,0.017956226494543488,462,0.7808988764044944,0.8156424581005587,0.7821229050279329,0.7928880798443286,0.016097533121329374,RandomForestClassifier,5-7,"[True, None, False]",3,12,240,
120,0.01785580317179362,0.00018010408721379843,0.0023819605509440103,6.406153369960598e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8202247191011236,0.8022888056595922,0.01318875817052346,141,0.9943820224719101,0.9776536312849162,1.0,0.9906785512522754,0.009491288040219318,RandomForestClassifier,5-7,"[True, None, False]",6,1,10,
121,0.03439466158548991,8.178054605212191e-05,0.0036809444427490234,0.0002808945263322516,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8222222222222222,0.8314606741573034,0.8089887640449438,0.8208905534748231,0.009222316855110832,66,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,20,
122,0.05097881952921549,0.0006074659091188878,0.005341529846191406,0.0010728881800518724,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.8089887640449438,0.8171452351227632,0.005824861658567689,94,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,30,
123,0.06765476862589519,0.0007530747459659082,0.005639394124348958,2.0437663116415125e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8089887640449438,0.8246774864752394,0.020704615419245453,42,1.0,0.9888268156424581,0.994413407821229,0.994413407821229,0.004561433413004051,RandomForestClassifier,5-7,"[True, None, False]",6,1,40,
124,0.08459067344665527,0.0006951452559841492,0.0066538651784261065,6.878595231145834e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8,0.8539325842696629,0.797752808988764,0.8172284644194757,0.025969941308404063,69,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,50,
125,0.1014699141184489,0.0007145331317706191,0.007851203282674154,0.00017179558211491807,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.8202247191011236,0.809779442363712,0.01477185202478765,121,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,60,
126,0.11829018592834473,0.0011821280910876764,0.00861064592997233,0.00020762743556959395,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.8202247191011236,0.813524760715772,0.018014000240721702,97,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,70,
127,0.1370085875193278,0.002367974370524398,0.009862581888834635,0.00024240923649841462,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.8202247191011236,0.813524760715772,0.018014000240721702,97,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,80,
128,0.15555953979492188,0.0008374010161481649,0.011568705240885416,0.0004921876687771389,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8,0.8202247191011236,0.8314606741573034,0.8172284644194757,0.013017338724331652,69,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,90,
129,0.16856511433919272,0.000546469194945222,0.011977275212605795,0.00014337058077065556,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8,0.8202247191011236,0.8314606741573034,0.8172284644194757,0.013017338724331652,69,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,100,
130,0.1854254404703776,0.0009361058789722344,0.013141552607218424,7.74791502540222e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,110,
131,0.20416951179504395,0.004203396943602895,0.014530340830485025,0.0010289217298436635,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8,0.8314606741573034,0.8202247191011236,0.8172284644194757,0.013017338724331654,69,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,120,
132,0.22035892804463705,0.0012212446362305093,0.015462795893351236,0.00040626751300124693,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8,0.8202247191011236,0.8089887640449438,0.8097378277153559,0.008273678664559731,125,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,130,
133,0.2426002025604248,0.008884675224784712,0.0159603754679362,0.00014130055433363086,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8,0.8314606741573034,0.8089887640449438,0.8134831460674157,0.01323110242146494,99,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,140,
134,0.25411049524943036,0.0017501834126436822,0.017358859380086262,9.835073838742487e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8,0.8314606741573034,0.8089887640449438,0.8134831460674157,0.01323110242146494,99,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,150,
135,0.27274084091186523,0.004311863605039673,0.018320719401041668,0.00010316746561692231,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8,0.8314606741573034,0.8202247191011236,0.8172284644194757,0.013017338724331654,69,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,160,
136,0.289320707321167,0.0027228780086366216,0.01966746648152669,0.00011408212056142348,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8,0.8202247191011236,0.8202247191011236,0.8134831460674157,0.009534024015998375,99,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,170,
137,0.30698784192403156,0.003722324191664673,0.021263996760050457,0.0005247128862479217,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8,0.8314606741573034,0.8202247191011236,0.8172284644194757,0.013017338724331654,69,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,180,
138,0.3231956958770752,0.0007591830353833756,0.02154962221781413,0.00026620245503725066,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8,0.8426966292134831,0.8202247191011236,0.8209737827715355,0.017438871500858114,58,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,190,
139,0.3374942143758138,0.001655098986595082,0.022574822107950848,0.00013228720026360963,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8,0.8426966292134831,0.8089887640449438,0.8172284644194757,0.018378792728667076,69,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,200,
140,0.35760752360026044,0.0008604842915326887,0.024084806442260742,0.0005273616690892488,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8,0.8426966292134831,0.8089887640449438,0.8172284644194757,0.018378792728667076,69,1.0,0.994413407821229,1.0,0.9981378026070763,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,210,
141,0.3715256055196126,0.002626874578010882,0.024846792221069336,0.00039213389198765753,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8,0.8426966292134831,0.8202247191011236,0.8209737827715355,0.017438871500858114,58,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,220,
142,0.38970573743184406,0.005276350400308178,0.02555116017659505,0.00023837950174310823,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8,0.8426966292134831,0.8089887640449438,0.8172284644194757,0.018378792728667076,69,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,230,
143,0.40331848462422687,0.001603450782696691,0.027452627817789715,0.0006128010032695381,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8,0.8314606741573034,0.8202247191011236,0.8172284644194757,0.013017338724331654,69,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,RandomForestClassifier,5-7,"[True, None, False]",6,1,240,
144,0.018242835998535156,0.0007675570582795787,0.002451022466023763,6.698793696773575e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8426966292134831,0.809779442363712,0.023555581963536097,121,0.9550561797752809,0.9385474860335196,0.9497206703910615,0.9477747787332872,0.006878668137687884,RandomForestClassifier,5-7,"[True, None, False]",6,3,10,
145,0.034291982650756836,0.0005153161909229156,0.003727118174235026,0.0002010248352466585,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.7865168539325843,0.8314606741573034,0.7985851019558886,0.023518720184677145,144,0.9775280898876404,0.9608938547486033,0.9776536312849162,0.97202519197372,0.007871210896893318,RandomForestClassifier,5-7,"[True, None, False]",6,3,20,
146,0.05054203669230143,0.0006036949673623437,0.004555225372314453,2.229011835895081e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8,0.8089887640449438,0.8089887640449438,0.8059925093632959,0.004237344007110366,135,0.9719101123595506,0.9608938547486033,0.9888268156424581,0.9738769275835373,0.011488076359669173,RandomForestClassifier,5-7,"[True, None, False]",6,3,30,
147,0.06686218579610188,0.0002448143093688634,0.005505084991455078,4.340833496012762e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8111111111111111,0.8314606741573034,0.8089887640449438,0.8171868497711193,0.010130239754419514,81,0.9775280898876404,0.9553072625698324,0.9776536312849162,0.9701629945807962,0.010504713873520172,RandomForestClassifier,5-7,"[True, None, False]",6,3,40,
148,0.08298484484354655,0.0007133274134075445,0.0066750844319661455,2.0625006254849262e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8,0.8426966292134831,0.8089887640449438,0.8172284644194757,0.018378792728667076,69,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",6,3,50,
149,0.1010292371114095,0.001701550893101376,0.007671912511189778,6.747437681443112e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8089887640449438,0.8246774864752394,0.020704615419245453,42,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",6,3,60,
150,0.11579306920369466,0.0005399292624166882,0.008627732594807943,6.517811436845238e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8,0.8539325842696629,0.8089887640449438,0.8209737827715357,0.02359253295584061,54,0.9775280898876404,0.9608938547486033,0.9776536312849162,0.97202519197372,0.007871210896893318,RandomForestClassifier,5-7,"[True, None, False]",6,3,70,
151,0.13386313120524088,0.003948969955030512,0.010618448257446289,0.0010600149550895,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7888888888888889,0.8426966292134831,0.8202247191011236,0.8172700790678319,0.022066047116244582,68,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",6,3,80,
152,0.14768052101135254,0.001155833075234673,0.01107335090637207,0.0001811563920610745,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8314606741573034,0.8284228048272991,0.01307243221435736,32,0.9831460674157303,0.9608938547486033,0.9776536312849162,0.9738978511497499,0.009464659017050167,RandomForestClassifier,5-7,"[True, None, False]",6,3,90,
153,0.16582330067952475,0.0012735113964475134,0.011984507242838541,0.00018310074308928865,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8,0.8314606741573034,0.8314606741573034,0.8209737827715357,0.014830704024886385,54,0.9775280898876404,0.9553072625698324,0.9888268156424581,0.9738873893666437,0.013924346418170624,RandomForestClassifier,5-7,"[True, None, False]",6,3,100,
154,0.17992520332336426,0.0014817473713170267,0.013020674387613932,0.00012403226122877152,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8202247191011236,0.8134415314190595,0.004874068500058708,117,0.9831460674157303,0.9553072625698324,0.9776536312849162,0.9720356537568264,0.012039407998778808,RandomForestClassifier,5-7,"[True, None, False]",6,3,110,
155,0.1989006201426188,0.0018355349353144416,0.014683008193969727,0.0005349070529062716,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8202247191011236,0.8134415314190595,0.004874068500058708,117,0.9831460674157303,0.9553072625698324,0.9776536312849162,0.9720356537568264,0.012039407998778808,RandomForestClassifier,5-7,"[True, None, False]",6,3,120,
156,0.2164738972981771,0.0035137087196826094,0.01537648836771647,0.0008767504593332405,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8,0.8089887640449438,0.8089887640449438,0.8059925093632959,0.004237344007110366,135,0.9831460674157303,0.9553072625698324,0.9720670391061452,0.9701734563639027,0.011443746633373924,RandomForestClassifier,5-7,"[True, None, False]",6,3,130,
157,0.22993922233581543,0.0009066492330160518,0.01886304219563802,0.003652397586765945,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8,0.8089887640449438,0.8089887640449438,0.8059925093632959,0.004237344007110366,135,0.9831460674157303,0.9553072625698324,0.9720670391061452,0.9701734563639027,0.011443746633373924,RandomForestClassifier,5-7,"[True, None, False]",6,3,140,
158,0.24664950370788574,0.0013723962129217476,0.017032066980997723,0.00029468577099264103,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8,0.8089887640449438,0.8202247191011236,0.8097378277153559,0.008273678664559731,125,0.9831460674157303,0.9553072625698324,0.9720670391061452,0.9701734563639027,0.011443746633373924,RandomForestClassifier,5-7,"[True, None, False]",6,3,150,
159,0.2635069688161214,0.0022749987714250535,0.018710772196451824,0.0008474682513103824,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8,0.8089887640449438,0.8202247191011236,0.8097378277153559,0.008273678664559731,125,0.9831460674157303,0.9553072625698324,0.9720670391061452,0.9701734563639027,0.011443746633373924,RandomForestClassifier,5-7,"[True, None, False]",6,3,160,
160,0.27812592188517254,0.0009351781748064753,0.01918164889017741,0.00028590224035754126,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9553072625698324,0.9720670391061452,0.9701734563639027,0.011443746633373924,RandomForestClassifier,5-7,"[True, None, False]",6,3,170,
161,0.2975468635559082,0.001978934710316871,0.020459810892740887,0.0005050923842186195,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9608938547486033,0.9720670391061452,0.9720356537568263,0.00908445488828307,RandomForestClassifier,5-7,"[True, None, False]",6,3,180,
162,0.3111354509989421,0.0013591306220809094,0.021277825037638348,0.0002631147755044811,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9608938547486033,0.9720670391061452,0.9720356537568263,0.00908445488828307,RandomForestClassifier,5-7,"[True, None, False]",6,3,190,
163,0.3306740919748942,0.0033318262133831505,0.023743708928426106,0.0012924637723398318,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9608938547486033,0.9720670391061452,0.9720356537568263,0.00908445488828307,RandomForestClassifier,5-7,"[True, None, False]",6,3,200,
164,0.34420005480448407,0.0018209955781007148,0.02303902308146159,0.00038042453458328896,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9608938547486033,0.9720670391061452,0.9720356537568263,0.00908445488828307,RandomForestClassifier,5-7,"[True, None, False]",6,3,210,
165,0.3605165481567383,0.0008392578043784567,0.025934378306070965,0.0019583091695882476,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9775280898876404,0.9608938547486033,0.9720670391061452,0.9701629945807962,0.006923076571923649,RandomForestClassifier,5-7,"[True, None, False]",6,3,220,
166,0.37810619672139484,0.005645836722420248,0.02540143330891927,0.0003400933482227197,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9608938547486033,0.9720670391061452,0.9720356537568263,0.00908445488828307,RandomForestClassifier,5-7,"[True, None, False]",6,3,230,
167,0.394837220509847,0.001227618850986369,0.02630154291788737,0.00029087596464630073,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9775280898876404,0.9608938547486033,0.9720670391061452,0.9701629945807962,0.006923076571923649,RandomForestClassifier,5-7,"[True, None, False]",6,3,240,
168,0.0175780455271403,0.000523257624848603,0.002474625905354818,0.00013221843086177093,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7303370786516854,0.746233874323762,0.01129651839476426,255,0.8876404494382022,0.888268156424581,0.8770949720670391,0.8843345259766074,0.005125547751043892,RandomForestClassifier,5-7,"[True, None, False]",6,6,10,
169,0.03234076499938965,0.0004679782405181125,0.0035136540730794272,7.496620556341422e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7,0.7752808988764045,0.8089887640449438,0.7614232209737827,0.04556068553516083,213,0.8651685393258427,0.9162011173184358,0.9162011173184358,0.8991902579875714,0.024056987973329294,RandomForestClassifier,5-7,"[True, None, False]",6,6,20,
170,0.04818995793660482,6.380844181460371e-05,0.004578113555908203,9.759914322891756e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7444444444444445,0.7865168539325843,0.7640449438202247,0.7650020807324179,0.01718931825942964,210,0.8876404494382022,0.8994413407821229,0.9050279329608939,0.897369907727073,0.007247954745495859,RandomForestClassifier,5-7,"[True, None, False]",6,6,30,
171,0.06423624356587727,0.00020811400428881574,0.0055010318756103516,7.780072306596421e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7444444444444445,0.8089887640449438,0.797752808988764,0.7837286724927175,0.028154331833871907,149,0.9044943820224719,0.9050279329608939,0.9217877094972067,0.9104366748268576,0.008029348674978756,RandomForestClassifier,5-7,"[True, None, False]",6,6,40,
172,0.079864501953125,0.0016014193260565279,0.006510496139526367,0.00010959598384328119,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.797752808988764,0.7985434873075322,0.008224764413042528,145,0.8876404494382022,0.9050279329608939,0.9273743016759777,0.9066808946916912,0.01626333228002909,RandomForestClassifier,5-7,"[True, None, False]",6,6,50,
173,0.09598104159037273,0.0006417557476013858,0.007601817448933919,2.8848538604332476e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8,0.7865168539325843,0.7752808988764045,0.7872659176029962,0.010105421395679447,148,0.9101123595505618,0.8994413407821229,0.9217877094972067,0.9104471366099638,0.00912593759373962,RandomForestClassifier,5-7,"[True, None, False]",6,6,60,
174,0.11146903038024902,0.0007517780016107596,0.00862264633178711,9.473171543485953e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7777777777777778,0.7865168539325843,0.7640449438202247,0.776113191843529,0.009249317840571338,176,0.8932584269662921,0.9050279329608939,0.9162011173184358,0.9048291590818739,0.009367368660757843,RandomForestClassifier,5-7,"[True, None, False]",6,6,70,
175,0.12935868899027506,0.0014733217043111175,0.010252555211385092,0.00044405566854726145,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7752808988764045,0.7724094881398252,0.004060788006814109,199,0.8820224719101124,0.8994413407821229,0.9217877094972067,0.901083840729814,0.01627558262445388,RandomForestClassifier,5-7,"[True, None, False]",6,6,80,
176,0.14438803990681967,0.00032332145802507853,0.010864655176798502,7.603555209080385e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8820224719101124,0.8938547486033519,0.9162011173184358,0.8973594459439668,0.014171735440045456,RandomForestClassifier,5-7,"[True, None, False]",6,6,90,
177,0.1652545928955078,0.0022941211112943454,0.01256720225016276,0.0004204518834139079,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7752808988764045,0.7687057844361215,0.009298616015603384,207,0.8764044943820225,0.8994413407821229,0.9217877094972067,0.8992111815537841,0.018528334760586955,RandomForestClassifier,5-7,"[True, None, False]",6,6,100,
178,0.17676281929016113,0.0004523954686595797,0.013065814971923828,0.00015190251224697586,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8764044943820225,0.8994413407821229,0.9217877094972067,0.8992111815537841,0.018528334760586955,RandomForestClassifier,5-7,"[True, None, False]",6,6,110,
179,0.19277731577555338,0.0012244539503751518,0.014269431432088217,0.00032992452989293026,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8876404494382022,0.8938547486033519,0.9273743016759777,0.9029564999058439,0.01745138315421169,RandomForestClassifier,5-7,"[True, None, False]",6,6,120,
180,0.2090311050415039,0.0018538586847757748,0.01532308260599772,0.00029265491850326395,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.7865168539325843,0.7799001248439451,0.009357468015702117,156,0.8820224719101124,0.8938547486033519,0.9273743016759777,0.901083840729814,0.019207497590049968,RandomForestClassifier,5-7,"[True, None, False]",6,6,130,
181,0.22457321484883627,0.004381560867148733,0.01647488276163737,0.0005157739245233019,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,170,0.8876404494382022,0.8994413407821229,0.9273743016759777,0.9048186972987676,0.01666096687357749,RandomForestClassifier,5-7,"[True, None, False]",6,6,140,
182,0.24039832750956217,0.0003041726711303995,0.017734607060750324,0.0005342503159337975,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7865168539325843,0.7687057844361216,0.013062492761923254,202,0.8820224719101124,0.8938547486033519,0.9217877094972067,0.8992216433368903,0.016671756544131267,RandomForestClassifier,5-7,"[True, None, False]",6,6,150,
183,0.2589681148529053,0.0029345488316599,0.018809000651041668,0.0008976140515470236,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7865168539325843,0.7687057844361216,0.013062492761923254,202,0.8820224719101124,0.8938547486033519,0.9217877094972067,0.8992216433368903,0.016671756544131267,RandomForestClassifier,5-7,"[True, None, False]",6,6,160,
184,0.27770447731018066,0.006920987603927899,0.019177834192911785,0.00029684343997638766,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7865168539325843,0.7687057844361216,0.013062492761923254,202,0.8820224719101124,0.8994413407821229,0.9217877094972067,0.901083840729814,0.01627558262445388,RandomForestClassifier,5-7,"[True, None, False]",6,6,170,
185,0.28957637151082355,0.0027386179996560793,0.021539688110351562,0.0013362759237140439,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8932584269662921,0.8994413407821229,0.9217877094972067,0.9048291590818739,0.012254289859896295,RandomForestClassifier,5-7,"[True, None, False]",6,6,180,
186,0.30109357833862305,0.0005316760329680378,0.02236183484395345,0.0019940037799259357,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8932584269662921,0.8938547486033519,0.9217877094972067,0.9029669616889503,0.013310504897015211,RandomForestClassifier,5-7,"[True, None, False]",6,6,190,
187,0.31897727648417157,0.0013322023548056484,0.02279218037923177,0.0006039590888376922,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.7865168539325843,0.7799001248439451,0.009357468015702117,156,0.8876404494382022,0.8938547486033519,0.9217877094972067,0.9010943025129202,0.014850750777687539,RandomForestClassifier,5-7,"[True, None, False]",6,6,200,
188,0.3367749849955241,0.0005765104651387448,0.023518482844034832,0.00011058002316663003,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,170,0.898876404494382,0.8994413407821229,0.9217877094972067,0.9067018182579037,0.010669828930692274,RandomForestClassifier,5-7,"[True, None, False]",6,6,210,
189,0.35164109865824383,0.0017967263175521903,0.02498316764831543,0.0006039715332000147,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8932584269662921,0.8994413407821229,0.9217877094972067,0.9048291590818739,0.012254289859896295,RandomForestClassifier,5-7,"[True, None, False]",6,6,220,
190,0.37090420722961426,0.0013788335351571511,0.026153564453125,0.000483343243859692,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8764044943820225,0.8994413407821229,0.9217877094972067,0.8992111815537841,0.018528334760586955,RandomForestClassifier,5-7,"[True, None, False]",6,6,230,
191,0.3850272496541341,0.003927818641820351,0.026820023854573567,0.000297020837080449,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8764044943820225,0.8994413407821229,0.9217877094972067,0.8992111815537841,0.018528334760586955,RandomForestClassifier,5-7,"[True, None, False]",6,6,240,
192,0.016498009363810223,0.00013088670912545278,0.002496639887491862,0.00017297869928967763,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7,0.7528089887640449,0.7752808988764045,0.7426966292134831,0.03155416819449522,258,0.8370786516853933,0.8379888268156425,0.8603351955307262,0.845134224677254,0.010755130275300106,RandomForestClassifier,5-7,"[True, None, False]",6,9,10,
193,0.033223867416381836,0.0014052437301221355,0.004322210947672526,0.0010463757366041722,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.8089887640449438,0.7613816063254265,0.040002739580494974,214,0.8595505617977528,0.8770949720670391,0.88268156424581,0.873109032703534,0.0098548330958355,RandomForestClassifier,5-7,"[True, None, False]",6,9,20,
194,0.04851865768432617,0.0005958508170472564,0.004921436309814453,0.0003142463598334718,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.7752808988764045,0.7501456512692468,0.02798014969609647,237,0.8595505617977528,0.88268156424581,0.8715083798882681,0.8712468353106102,0.009445003008207881,RandomForestClassifier,5-7,"[True, None, False]",6,9,30,
195,0.06537548700968425,0.0007931362411965896,0.005829970041910808,0.00014339846374619274,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.7752808988764045,0.7612567623803579,0.012742375427153821,217,0.8539325842696629,0.8938547486033519,0.8603351955307262,0.8693741761345803,0.017506611685096873,RandomForestClassifier,5-7,"[True, None, False]",6,9,40,
196,0.07912731170654297,0.00044745677532691096,0.006795962651570638,0.00014175200407962654,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,225,0.8651685393258427,0.8770949720670391,0.8659217877094972,0.869395099700793,0.005453309186431656,RandomForestClassifier,5-7,"[True, None, False]",6,9,50,
197,0.09638714790344238,0.0021622707377570243,0.008405844370524088,0.00035189814101153823,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7666666666666667,0.7528089887640449,0.7528089887640449,0.7574282147315855,0.00653257201096191,220,0.8707865168539326,0.8770949720670391,0.8715083798882681,0.8731299562697465,0.0028191351232448787,RandomForestClassifier,5-7,"[True, None, False]",6,9,60,
198,0.11311554908752441,0.0009497296888848318,0.009618759155273438,0.0006696233567381607,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7222222222222222,0.7640449438202247,0.7528089887640449,0.7463587182688306,0.017672756860246414,246,0.8539325842696629,0.8659217877094972,0.8603351955307262,0.8600631891699622,0.004898349407413072,RandomForestClassifier,5-7,"[True, None, False]",6,9,70,
199,0.12767791748046875,0.0013701340252449067,0.009930054346720377,0.00030111441177664284,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7640449438202247,0.7463171036204744,0.012978967708731115,249,0.8651685393258427,0.8659217877094972,0.8770949720670391,0.869395099700793,0.005453309186431656,RandomForestClassifier,5-7,"[True, None, False]",6,9,80,
200,0.1430368423461914,0.002062571460716549,0.011012951532999674,0.00011082084934895542,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7640449438202247,0.7463171036204744,0.012978967708731115,249,0.8651685393258427,0.8659217877094972,0.8715083798882681,0.8675329023078694,0.0028278569360394327,RandomForestClassifier,5-7,"[True, None, False]",6,9,90,
201,0.15548300743103027,0.0006912950161455401,0.011861403783162435,8.90095319066446e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7640449438202247,0.7500624219725344,0.012687486657590523,238,0.8595505617977528,0.8603351955307262,0.88268156424581,0.867522440524763,0.010723904342363288,RandomForestClassifier,5-7,"[True, None, False]",6,9,100,
202,0.1764528751373291,0.0012008048720087918,0.013615687688191732,0.000292674211738409,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7640449438202247,0.7500624219725344,0.012687486657590523,238,0.8651685393258427,0.8603351955307262,0.8770949720670391,0.8675329023078694,0.007043445493027281,RandomForestClassifier,5-7,"[True, None, False]",6,9,110,
203,0.1900796095530192,0.0017624199101197824,0.01427165667215983,0.00014351258207569113,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,225,0.8651685393258427,0.8603351955307262,0.8770949720670391,0.8675329023078694,0.007043445493027281,RandomForestClassifier,5-7,"[True, None, False]",6,9,120,
204,0.20354588826497397,0.002499186121138404,0.01517184575398763,0.0003706855279432316,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7640449438202247,0.753766125676238,0.008030441135516873,231,0.8707865168539326,0.8659217877094972,0.8770949720670391,0.8712677588768228,0.004574108844744252,RandomForestClassifier,5-7,"[True, None, False]",6,9,130,
205,0.22274955113728842,0.0048339790981819465,0.015937010447184246,0.000192206027166973,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7640449438202247,0.753766125676238,0.008030441135516873,231,0.8651685393258427,0.8547486033519553,0.8770949720670391,0.8656707049149457,0.0091297746009701,RandomForestClassifier,5-7,"[True, None, False]",6,9,140,
206,0.23544597625732422,0.002228850804331993,0.01800847053527832,0.00045049861903124317,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7444444444444445,0.7303370786516854,0.7528089887640449,0.7425301706200583,0.009273439463706328,262,0.8651685393258427,0.8491620111731844,0.88268156424581,0.8656707049149457,0.01368890639060943,RandomForestClassifier,5-7,"[True, None, False]",6,9,150,
207,0.25243886311848956,0.0017322861349589164,0.01853481928507487,0.0001992430399218651,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7528089887640449,0.7388264669163545,0.00996251552722096,269,0.8707865168539326,0.8547486033519553,0.8770949720670391,0.8675433640909757,0.009406684806403193,RandomForestClassifier,5-7,"[True, None, False]",6,9,160,
208,0.26568881670633954,0.002605140878260099,0.019520998001098633,0.0004430500237236004,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7640449438202247,0.7425717852684145,0.015233007782940967,259,0.8707865168539326,0.8547486033519553,0.8770949720670391,0.8675433640909757,0.009406684806403193,RandomForestClassifier,5-7,"[True, None, False]",6,9,170,
209,0.2805568377176921,0.0027398982498621893,0.020352840423583984,0.00030158137718086796,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7415730337078652,0.7350811485642946,0.004750636102482029,275,0.8651685393258427,0.8435754189944135,0.8770949720670391,0.8619463101290984,0.013872687321842287,RandomForestClassifier,5-7,"[True, None, False]",6,9,180,
210,0.2955559889475505,0.002472760154848454,0.02163354555765788,0.0005941233552922189,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7640449438202247,0.7387848522679983,0.023281824461094718,272,0.8651685393258427,0.8491620111731844,0.8770949720670391,0.863808507522022,0.011444062243654502,RandomForestClassifier,5-7,"[True, None, False]",6,9,190,
211,0.3171257972717285,0.003180869679331453,0.02283819516499837,0.0004579871485404939,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7640449438202247,0.7350811485642946,0.022968571733483416,275,0.8707865168539326,0.8491620111731844,0.8715083798882681,0.8638189693051284,0.010368223500074792,RandomForestClassifier,5-7,"[True, None, False]",6,9,200,
212,0.3271089394887288,0.004064058707909252,0.023511648178100586,0.0005134467220594229,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7528089887640449,0.7313358302122346,0.01840252261941401,293,0.8707865168539326,0.8435754189944135,0.8715083798882681,0.8619567719122049,0.013000919784804464,RandomForestClassifier,5-7,"[True, None, False]",6,9,210,
213,0.3399975299835205,0.004178401369040994,0.024179935455322266,6.071143929594395e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7640449438202247,0.7350811485642946,0.022968571733483416,275,0.8707865168539326,0.8491620111731844,0.8770949720670391,0.8656811666980521,0.011961355169461846,RandomForestClassifier,5-7,"[True, None, False]",6,9,220,
214,0.3557725747426351,0.0013691823359196081,0.026248613993326824,0.0007497981245880157,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7333333333333333,0.7191011235955056,0.7640449438202247,0.7388264669163546,0.01875486837274799,266,0.8651685393258427,0.8491620111731844,0.8770949720670391,0.863808507522022,0.011444062243654502,RandomForestClassifier,5-7,"[True, None, False]",6,9,230,
215,0.36922017733256024,0.0030092672360375254,0.026276667912801106,0.0003889344105451133,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7333333333333333,0.7191011235955056,0.7528089887640449,0.7350811485642946,0.013816564626473819,275,0.8707865168539326,0.8547486033519553,0.8715083798882681,0.8656811666980521,0.0077361048574157544,RandomForestClassifier,5-7,"[True, None, False]",6,9,240,
216,0.01610716183980306,9.613706718482693e-05,0.0023774305979410806,3.574494517287062e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7,0.7078651685393258,0.7640449438202247,0.7239700374531836,0.028518576510564015,308,0.8033707865168539,0.8156424581005587,0.8547486033519553,0.8245872826564561,0.021907798161646248,RandomForestClassifier,5-7,"[True, None, False]",6,12,10,
217,0.031069040298461914,0.00015140161728374634,0.0035200913747151694,3.1487102884014234e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7,0.7078651685393258,0.7191011235955056,0.7089887640449438,0.00783837061290501,409,0.8258426966292135,0.8212290502793296,0.8435754189944135,0.8302157219676521,0.009632672237255523,RandomForestClassifier,5-7,"[True, None, False]",6,12,20,
218,0.04664174715677897,0.00013772951542052986,0.0044867197672526045,3.366480092775055e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8426966292134831,0.8100558659217877,0.8268156424581006,0.8265227125311237,0.013327145556412585,RandomForestClassifier,5-7,"[True, None, False]",6,12,30,
219,0.062155961990356445,0.0006842407473794931,0.005634625752766927,9.707595986798716e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7078651685393258,0.70528506034124,0.012468293126361113,425,0.8258426966292135,0.8268156424581006,0.8268156424581006,0.8264913271818047,0.0004586510622221437,RandomForestClassifier,5-7,"[True, None, False]",6,12,40,
220,0.07959922154744466,0.001994500455629484,0.007163445154825847,0.00031394071133184826,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7303370786516854,0.7090303786933001,0.016941200167646348,397,0.8314606741573034,0.8268156424581006,0.8212290502793296,0.8265017889649112,0.004182934361304389,RandomForestClassifier,5-7,"[True, None, False]",6,12,50,
221,0.09122665723164876,0.000531835892341338,0.007564067840576172,9.068121447820497e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8314606741573034,0.8379888268156425,0.8212290502793296,0.8302261837507586,0.006897608392753466,RandomForestClassifier,5-7,"[True, None, False]",6,12,60,
222,0.10645039876302083,0.0002678127597938264,0.008884509404500326,0.0002756303242439362,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7222222222222222,0.7078651685393258,0.7303370786516854,0.7201414898044112,0.009291349796823204,341,0.8314606741573034,0.8379888268156425,0.8268156424581006,0.8320883811436822,0.004582977505033614,RandomForestClassifier,5-7,"[True, None, False]",6,12,70,
223,0.12420868873596191,0.0025408328938525153,0.010643879572550455,0.00036904938768702494,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7111111111111111,0.7191011235955056,0.7415730337078652,0.7239284228048274,0.01289597599550334,315,0.8258426966292135,0.8379888268156425,0.8379888268156425,0.8339401167534994,0.0057257406799990284,RandomForestClassifier,5-7,"[True, None, False]",6,12,80,
224,0.13721744219462076,0.001324855358094181,0.010803461074829102,4.3648618788587284e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7303370786516854,0.7053266749895964,0.021532192785300174,413,0.8146067415730337,0.8324022346368715,0.8324022346368715,0.8264704036155922,0.00838887587999857,RandomForestClassifier,5-7,"[True, None, False]",6,12,90,
225,0.15225942929585776,0.0029289272114523756,0.012362003326416016,0.0007236721714409209,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7415730337078652,0.7127756970453599,0.02178668930766594,370,0.8426966292134831,0.8268156424581006,0.8379888268156425,0.8358336994957419,0.006660073343184474,RandomForestClassifier,5-7,"[True, None, False]",6,12,100,
226,0.1662761370340983,0.001044786563995188,0.013282140096028646,0.0006819986225527944,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7415730337078652,0.7090303786933001,0.023227088391988452,397,0.848314606741573,0.8324022346368715,0.8379888268156425,0.8395685560646956,0.006591537750523089,RandomForestClassifier,5-7,"[True, None, False]",6,12,110,
227,0.18480793635050455,0.002841935770679548,0.014422337214152018,0.0005368921132382917,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7415730337078652,0.7127756970453599,0.02178668930766594,370,0.8426966292134831,0.8268156424581006,0.8379888268156425,0.8358336994957419,0.006660073343184474,RandomForestClassifier,5-7,"[True, None, False]",6,12,120,
228,0.20069018999735513,0.003348738520190646,0.01516270637512207,0.00020605278858778578,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8426966292134831,0.8379888268156425,0.8435754189944135,0.8414202916745129,0.002452791766948361,RandomForestClassifier,5-7,"[True, None, False]",6,12,130,
229,0.21289602915445963,0.002415161725323233,0.015896956125895183,0.00016531726431795113,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8426966292134831,0.8324022346368715,0.8379888268156425,0.8376958968886656,0.0042077702631624836,RandomForestClassifier,5-7,"[True, None, False]",6,12,140,
230,0.22611633936564127,0.0012320940902182402,0.016974846522013348,0.00013481965746146954,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8426966292134831,0.8324022346368715,0.8491620111731844,0.8414202916745129,0.006901415580484158,RandomForestClassifier,5-7,"[True, None, False]",6,12,150,
231,0.24149386088053384,0.0003646227101585447,0.0195163091023763,0.0018116640174443983,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7303370786516854,0.70528506034124,0.017994089256869503,425,0.8370786516853933,0.8324022346368715,0.8435754189944135,0.8376854351055595,0.0045815682730659425,RandomForestClassifier,5-7,"[True, None, False]",6,12,160,
232,0.2580992380777995,0.0011464510413564683,0.01890714963277181,0.0001441087744064488,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8314606741573034,0.8268156424581006,0.8491620111731844,0.8358127759295294,0.009627933009892916,RandomForestClassifier,5-7,"[True, None, False]",6,12,170,
233,0.2738458315531413,0.002336080379557279,0.0198971430460612,0.00042365473567345806,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7,0.7078651685393258,0.7528089887640449,0.7202247191011235,0.02326322120340005,326,0.8314606741573034,0.8324022346368715,0.8491620111731844,0.8376749733224531,0.00813165268041173,RandomForestClassifier,5-7,"[True, None, False]",6,12,180,
234,0.29342198371887207,0.003894886956444237,0.02115289370218913,0.00019925045750282904,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7,0.7078651685393258,0.7415730337078652,0.7164794007490637,0.01803206459507228,354,0.8426966292134831,0.8268156424581006,0.8491620111731844,0.8395580942815893,0.009388924319880197,RandomForestClassifier,5-7,"[True, None, False]",6,12,190,
235,0.30467820167541504,0.0021556246622287797,0.022621949513753254,0.0004121437065319639,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7,0.7078651685393258,0.7415730337078652,0.7164794007490637,0.01803206459507228,354,0.8426966292134831,0.8268156424581006,0.8324022346368715,0.8339715021028183,0.006577658416484209,RandomForestClassifier,5-7,"[True, None, False]",6,12,200,
236,0.3135529359181722,0.0012402086289761123,0.02297353744506836,0.0003513534405176772,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6888888888888889,0.6853932584269663,0.7415730337078652,0.70528506034124,0.025699126008151173,425,0.8370786516853933,0.8268156424581006,0.8379888268156425,0.8339610403197121,0.005066204209759221,RandomForestClassifier,5-7,"[True, None, False]",6,12,210,
237,0.3303390343983968,0.0007017367017910639,0.02382032076517741,0.00011976515131349471,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7,0.6741573033707865,0.7415730337078652,0.7052434456928839,0.02777097365081145,435,0.8370786516853933,0.8268156424581006,0.8491620111731844,0.8376854351055595,0.009132950902341116,RandomForestClassifier,5-7,"[True, None, False]",6,12,220,
238,0.35025962193806964,0.002775401192305572,0.025527000427246094,0.0005185683933096553,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7,0.7078651685393258,0.7640449438202247,0.7239700374531836,0.028518576510564015,308,0.8258426966292135,0.8268156424581006,0.8435754189944135,0.8320779193605757,0.008139657211007487,RandomForestClassifier,5-7,"[True, None, False]",6,12,230,
239,0.36350425084431964,0.003090836012374695,0.02688439687093099,0.0009099694006161543,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7111111111111111,0.6966292134831461,0.7528089887640449,0.7201831044527673,0.02381550734355472,329,0.8314606741573034,0.8268156424581006,0.8435754189944135,0.8339505785366058,0.00706504282838342,RandomForestClassifier,5-7,"[True, None, False]",6,12,240,
240,0.01870425542195638,0.0004706429184213598,0.0025207201639811196,7.078056516701378e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7444444444444445,0.8089887640449438,0.797752808988764,0.7837286724927175,0.028154331833871907,149,1.0,0.9888268156424581,1.0,0.9962756052141527,0.005267089617776884,RandomForestClassifier,5-7,"[True, None, False]",9,1,10,
241,0.034870306650797524,0.0002143630388437082,0.0034284591674804688,0.00011010654243865535,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.8314606741573034,0.797752808988764,0.8023304203079484,0.022153693972877524,140,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,20,
242,0.05196118354797363,0.0009658749689338,0.004574696222941081,7.89935439736044e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.7777777777777778,0.8314606741573034,0.8089887640449438,0.8060757386600083,0.022012536255411063,130,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,30,
243,0.06902257601420085,0.00046359111089519923,0.005630175272623698,1.8307414603765927e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8111111111111111,0.8764044943820225,0.8202247191011236,0.8359134415314191,0.028872229833777126,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,40,
244,0.08927321434020996,0.0019046862319100726,0.0069230397542317705,0.0003201081356245804,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.7888888888888889,0.8651685393258427,0.8089887640449438,0.8210153974198917,0.03228132794095814,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,50,
245,0.10425615310668945,0.000175671947561487,0.007702430089314778,0.00011168620442074177,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7888888888888889,0.8426966292134831,0.8314606741573034,0.8210153974198917,0.02317536169154037,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,60,
246,0.12216440836588542,0.0016962340631440948,0.009183406829833984,0.00035677766404090377,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8111111111111111,0.8651685393258427,0.8314606741573034,0.8359134415314191,0.022292326620965437,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,70,
247,0.13950093587239584,0.0015005926263145124,0.010255734125773111,0.0005195813281142237,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8,0.8651685393258427,0.8426966292134831,0.8359550561797753,0.027028642026469964,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,80,
248,0.1538100242614746,0.0008331722054019478,0.011405070622762045,0.0003992962127314396,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8,0.8426966292134831,0.8314606741573034,0.8247191011235954,0.01807091847462891,41,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,90,
249,0.17306152979532877,0.0017804790482623303,0.01191091537475586,0.00010273212840300147,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8,0.8202247191011236,0.8426966292134831,0.8209737827715355,0.017438871500858114,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,100,
250,0.18912482261657715,0.004234273642020068,0.013115406036376953,0.00017576770028651862,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8314606741573034,0.8321265085310028,0.00837189094413953,24,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,110,
251,0.2046670913696289,0.0027947253838134403,0.014174222946166992,5.286265569199012e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8314606741573034,0.8358718268830628,0.013316167280726167,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,120,
252,0.2224109967549642,0.000511430779609809,0.014893134435017904,0.00021790469768841837,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8314606741573034,0.8358718268830628,0.013316167280726167,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,130,
253,0.23942041397094727,0.003347307346194346,0.016147057215372723,0.0003706342043464529,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8314606741573034,0.8358718268830628,0.013316167280726167,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,140,
254,0.2574499448140462,0.0017463659319800584,0.017162402470906574,0.0002238575114076637,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8426966292134831,0.8396171452351228,0.01312755832779972,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,150,
255,0.2740343411763509,0.004030714653718178,0.01817742983500163,0.00013200674049225619,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8426966292134831,0.8396171452351228,0.01312755832779972,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,160,
256,0.29383071263631183,0.006224431700667324,0.019757668177286785,0.0002731946337490436,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8314606741573034,0.8321681231793591,0.017488948967014348,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,170,
257,0.3091758092244466,0.004515758604744301,0.02071658770243327,0.0008371056450308623,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8314606741573034,0.8358718268830628,0.013316167280726167,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,180,
258,0.32490356763203937,0.0047547672488154075,0.02183421452840169,0.00037731798889883425,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8314606741573034,0.8321681231793591,0.017488948967014348,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,190,
259,0.34272511800130206,0.004928750487288745,0.022614240646362305,0.00024063636519638734,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8314606741573034,0.8284228048272991,0.01307243221435736,32,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,200,
260,0.36943554878234863,0.011170449098024393,0.02447199821472168,0.0007085810867102975,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8202247191011236,0.8246774864752392,0.013273572526259556,44,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,210,
261,0.3778650760650635,0.00228845802921225,0.02501670519510905,0.00022477568979387044,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8202247191011236,0.8284228048272992,0.01841785543157212,30,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,220,
262,0.39415891965230304,0.0036295424150457525,0.026067813237508137,0.0003069945945557538,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8202247191011236,0.828381190178943,0.010155338521960627,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,230,
263,0.41178282101949054,0.00131767824261599,0.027120272318522137,0.0003954863997284622,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8202247191011236,0.828381190178943,0.010155338521960627,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",9,1,240,
264,0.018103599548339844,0.00021003400343097878,0.0026096502939860025,6.528326588321695e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8,0.7865168539325843,0.8314606741573034,0.8059925093632959,0.018831168674122146,135,0.9606741573033708,0.9441340782122905,0.9497206703910615,0.9515096353022409,0.006869927252155917,RandomForestClassifier,5-7,"[True, None, False]",9,3,10,
265,0.03430438041687012,0.00024120993544510212,0.0035651524861653647,2.6315718801617316e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.8314606741573034,0.8314606741573034,0.8135663753641283,0.025306360042464882,95,0.9775280898876404,0.9553072625698324,0.9832402234636871,0.97202519197372,0.012049176739862789,RandomForestClassifier,5-7,"[True, None, False]",9,3,20,
266,0.05162795384724935,6.933277140900939e-05,0.004788557688395183,0.00017574067627366822,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.8089887640449438,0.806034124011652,0.012962278273699892,133,0.9719101123595506,0.9553072625698324,0.994413407821229,0.9738769275835374,0.016025478062548,RandomForestClassifier,5-7,"[True, None, False]",9,3,30,
267,0.06764086087544759,0.00034788946366136987,0.005731821060180664,7.538628078679743e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8,0.8426966292134831,0.8202247191011236,0.8209737827715355,0.017438871500858114,58,0.9719101123595506,0.9608938547486033,0.994413407821229,0.975739124976461,0.013949578554266704,RandomForestClassifier,5-7,"[True, None, False]",9,3,40,
268,0.08374381065368652,0.0002919180180532781,0.006819566090901692,8.243546239979419e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8202247191011236,0.8246774864752392,0.013273572526259556,44,0.9831460674157303,0.9608938547486033,0.9888268156424581,0.9776222459355973,0.012053962802959296,RandomForestClassifier,5-7,"[True, None, False]",9,3,50,
269,0.1021866003672282,0.0015675429879751413,0.009044647216796875,0.0008872014405209093,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8,0.8539325842696629,0.8314606741573034,0.8284644194756554,0.022119585108963866,27,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",9,3,60,
270,0.11726800600687663,0.0006617625477572574,0.009028355280558268,4.953002127450619e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8089887640449438,0.8283811901789431,0.01885800287794552,35,0.9775280898876404,0.9664804469273743,0.9832402234636871,0.9757495867595672,0.006956763252126641,RandomForestClassifier,5-7,"[True, None, False]",9,3,70,
271,0.1348569393157959,0.0018367574943460511,0.01015170415242513,4.004028493181695e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7888888888888889,0.8539325842696629,0.8202247191011236,0.8210153974198917,0.02655986265463433,50,0.9831460674157303,0.9608938547486033,0.9888268156424581,0.9776222459355973,0.012053962802959296,RandomForestClassifier,5-7,"[True, None, False]",9,3,80,
272,0.14995280901590982,0.0011512384746351963,0.011125882466634115,0.00014677141884819928,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8314606741573034,0.8321681231793591,0.017488948967014348,18,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",9,3,90,
273,0.16632620493570963,0.0006861279757351554,0.01242971420288086,0.0006037425367947933,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8,0.8314606741573034,0.8314606741573034,0.8209737827715357,0.014830704024886385,54,0.9831460674157303,0.9608938547486033,0.9888268156424581,0.9776222459355973,0.012053962802959296,RandomForestClassifier,5-7,"[True, None, False]",9,3,100,
274,0.1820392608642578,0.0002386228163456618,0.013518969217936197,0.0005376294846129379,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8222222222222222,0.8202247191011236,0.8314606741573034,0.824635871826883,0.0048942789606289516,48,0.9831460674157303,0.9608938547486033,0.9888268156424581,0.9776222459355973,0.012053962802959296,RandomForestClassifier,5-7,"[True, None, False]",9,3,110,
275,0.2005013624827067,0.0013948416112899264,0.014152050018310547,0.00013081208565474554,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9553072625698324,0.9832402234636871,0.9738978511497499,0.013145587451084389,RandomForestClassifier,5-7,"[True, None, False]",9,3,120,
276,0.21631789207458496,0.0013676071399973066,0.015125751495361328,2.2489836393879565e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8,0.8089887640449438,0.8202247191011236,0.8097378277153559,0.008273678664559731,125,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",9,3,130,
277,0.22885966300964355,0.0007865957802394713,0.016344785690307617,0.000297397783759814,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9608938547486033,0.9776536312849162,0.9738978511497499,0.009464659017050167,RandomForestClassifier,5-7,"[True, None, False]",9,3,140,
278,0.24584325154622397,0.0006667733050239624,0.017291148503621418,0.00046851090294528804,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8202247191011236,0.8060341240116521,0.012962278273699892,131,0.9831460674157303,0.9608938547486033,0.9776536312849162,0.9738978511497499,0.009464659017050167,RandomForestClassifier,5-7,"[True, None, False]",9,3,150,
279,0.2649177710215251,0.0012582425606580056,0.018529176712036133,0.0004445862787405175,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,121,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",9,3,160,
280,0.2802104155222575,0.001321309489180173,0.019127925237019856,0.00022203178120332314,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",9,3,170,
281,0.29914108912150067,0.003790962351350825,0.02111339569091797,0.000829639743446151,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",9,3,180,
282,0.31810839970906574,0.0013339260814894402,0.02222474416097005,0.0007282718461128506,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",9,3,190,
283,0.33745527267456055,0.0018123858506130786,0.02353350321451823,0.0008458341746059824,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",9,3,200,
284,0.3487488428751628,0.0014913644309102617,0.02350338300069173,0.00016927633300229417,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",9,3,210,
285,0.363283634185791,0.005475492511116484,0.02490687370300293,0.00034724818243443445,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",9,3,220,
286,0.38036052385965985,0.0016305835307753316,0.025545358657836914,0.00011602651032233976,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8314606741573034,0.8209321681231794,0.008322721595401528,64,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",9,3,230,
287,0.3973204294840495,0.0025328756227756977,0.02686611811319987,0.00041416307711668153,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9720670391061452,0.9776536312849162,0.9776222459355971,0.004523048813301397,RandomForestClassifier,5-7,"[True, None, False]",9,3,240,
288,0.017174164454142254,0.0002964814252612574,0.0025881131490071616,0.00015648474480306577,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7303370786516854,0.746233874323762,0.01129651839476426,255,0.8876404494382022,0.8994413407821229,0.88268156424581,0.8899211181553784,0.0070296332163641605,RandomForestClassifier,5-7,"[True, None, False]",9,6,10,
289,0.03262829780578613,0.00022400488150677679,0.0035079320271809897,7.427707105191069e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.8202247191011236,0.7651269246774864,0.04455201360268795,208,0.8651685393258427,0.9329608938547486,0.9106145251396648,0.9029146527734188,0.028206581489498464,RandomForestClassifier,5-7,"[True, None, False]",9,6,20,
290,0.04863826433817545,0.00044237440705047876,0.0046041011810302734,6.610431893231906e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.7640449438202247,0.7612567623803579,0.012742375427153821,217,0.8932584269662921,0.9050279329608939,0.9329608938547486,0.9104157512606448,0.016650183357961236,RandomForestClassifier,5-7,"[True, None, False]",9,6,30,
291,0.06486622492472331,0.0014060084806187996,0.005522886912027995,1.2040072672783932e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.797752808988764,0.7799417394923013,0.017843320818609214,154,0.9044943820224719,0.9106145251396648,0.9217877094972067,0.9122988722197811,0.0071597282351509445,RandomForestClassifier,5-7,"[True, None, False]",9,6,40,
292,0.08119511604309082,0.0011652930595796524,0.006728251775105794,0.00010063285182694762,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8111111111111111,0.797752808988764,0.797752808988764,0.8022055763628796,0.006297164010566866,142,0.8932584269662921,0.9106145251396648,0.9273743016759777,0.9104157512606449,0.013928456724585498,RandomForestClassifier,5-7,"[True, None, False]",9,6,50,
293,0.09603540102640788,0.0008164595496518478,0.0077245235443115234,0.0001821475294788888,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8111111111111111,0.7865168539325843,0.7752808988764045,0.7909696213066999,0.014962650838271084,146,0.9044943820224719,0.9050279329608939,0.9329608938547486,0.9141610696127048,0.013295267649299766,RandomForestClassifier,5-7,"[True, None, False]",9,6,60,
294,0.11228752136230469,0.00014732429138603442,0.00873867670694987,0.0001683787035385941,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7888888888888889,0.7865168539325843,0.7752808988764045,0.7835622138992925,0.005935305178321568,152,0.8932584269662921,0.9106145251396648,0.9273743016759777,0.9104157512606449,0.013928456724585498,RandomForestClassifier,5-7,"[True, None, False]",9,6,70,
295,0.12858732541402182,0.001694355997306082,0.010221163431803385,0.0004687217233098646,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7752808988764045,0.7724094881398252,0.004060788006814109,199,0.8820224719101124,0.9050279329608939,0.9273743016759777,0.9048082355156613,0.01851545869453571,RandomForestClassifier,5-7,"[True, None, False]",9,6,80,
296,0.1437710920969645,0.0011778013318252244,0.010889848073323568,0.0002368444559394319,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7752808988764045,0.7724511027881814,0.012797299421454588,177,0.8820224719101124,0.9050279329608939,0.9273743016759777,0.9048082355156613,0.01851545869453571,RandomForestClassifier,5-7,"[True, None, False]",9,6,90,
297,0.16208783785502115,0.002428660623505319,0.011803070704142252,9.363535364687026e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7752808988764045,0.7724511027881814,0.012797299421454588,177,0.8707865168539326,0.8994413407821229,0.9329608938547486,0.9010629171636014,0.02540846868441865,RandomForestClassifier,5-7,"[True, None, False]",9,6,100,
298,0.1793386141459147,0.004032029672703073,0.014650662740071615,0.0007508350918642697,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8764044943820225,0.8938547486033519,0.9273743016759777,0.8992111815537841,0.021150237892438115,RandomForestClassifier,5-7,"[True, None, False]",9,6,110,
299,0.19284399350484213,0.0002810371804154828,0.013993263244628906,7.29337462754332e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8820224719101124,0.8938547486033519,0.9329608938547486,0.9029460381227375,0.02176647830030415,RandomForestClassifier,5-7,"[True, None, False]",9,6,120,
300,0.2087718645731608,0.002970485748310975,0.01532745361328125,0.0008140849311726123,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,170,0.8820224719101124,0.8994413407821229,0.9329608938547486,0.9048082355156613,0.021138958928372188,RandomForestClassifier,5-7,"[True, None, False]",9,6,130,
301,0.223373015721639,0.004083707927204557,0.016278902689615887,0.0002213831162597651,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,170,0.8876404494382022,0.8994413407821229,0.9273743016759777,0.9048186972987676,0.01666096687357749,RandomForestClassifier,5-7,"[True, None, False]",9,6,140,
302,0.23789477348327637,0.0018729241662311165,0.01707299550374349,0.0002121341579776665,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8820224719101124,0.9050279329608939,0.9273743016759777,0.9048082355156613,0.01851545869453571,RandomForestClassifier,5-7,"[True, None, False]",9,6,150,
303,0.2524592876434326,0.0015356437714050938,0.01785445213317871,0.0004870820966891336,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7865168539325843,0.7687057844361216,0.013062492761923254,202,0.8820224719101124,0.8994413407821229,0.9273743016759777,0.9029460381227375,0.018679923150537674,RandomForestClassifier,5-7,"[True, None, False]",9,6,160,
304,0.2717398802439372,0.002414400566510986,0.019313255945841473,3.776073291893798e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8820224719101124,0.8994413407821229,0.9273743016759777,0.9029460381227375,0.018679923150537674,RandomForestClassifier,5-7,"[True, None, False]",9,6,170,
305,0.2885904312133789,0.0023648385000300774,0.021331230799357098,0.0009689606063904071,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8932584269662921,0.8994413407821229,0.9273743016759777,0.9066913564747976,0.014841277403686485,RandomForestClassifier,5-7,"[True, None, False]",9,6,180,
306,0.30533798535664874,0.0007148853596952349,0.021502256393432617,8.614007501978643e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8932584269662921,0.8994413407821229,0.9273743016759777,0.9066913564747976,0.014841277403686485,RandomForestClassifier,5-7,"[True, None, False]",9,6,190,
307,0.3188467025756836,0.002152439736662636,0.022353967030843098,0.00013891469417582543,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8932584269662921,0.9050279329608939,0.9273743016759777,0.9085535538677213,0.014149104303470578,RandomForestClassifier,5-7,"[True, None, False]",9,6,200,
308,0.33815860748291016,0.0029634541357315145,0.024076382319132488,0.0008931639498856176,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.898876404494382,0.9106145251396648,0.9273743016759777,0.9122884104366747,0.01169427081762289,RandomForestClassifier,5-7,"[True, None, False]",9,6,210,
309,0.3520034948984782,0.0013294987074507299,0.0241696834564209,0.00025872184109789414,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8932584269662921,0.9050279329608939,0.9273743016759777,0.9085535538677213,0.014149104303470578,RandomForestClassifier,5-7,"[True, None, False]",9,6,220,
310,0.3687164783477783,0.003140903757024714,0.025897979736328125,0.0001191407642504557,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8764044943820225,0.9050279329608939,0.9273743016759777,0.9029355763396314,0.020860868966698348,RandomForestClassifier,5-7,"[True, None, False]",9,6,230,
311,0.37938642501831055,0.0008610359048832581,0.02623899777730306,0.00024653329082458626,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8707865168539326,0.9050279329608939,0.9273743016759777,0.9010629171636014,0.023271375270506368,RandomForestClassifier,5-7,"[True, None, False]",9,6,240,
312,0.01665806770324707,0.00019514741539432786,0.0025889078776041665,0.00019769729662826035,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7,0.7640449438202247,0.7752808988764045,0.7464419475655429,0.033158232178114415,244,0.8370786516853933,0.8491620111731844,0.8659217877094972,0.850720816856025,0.011826637456574675,RandomForestClassifier,5-7,"[True, None, False]",9,9,10,
313,0.03189444541931152,0.0002960671125181285,0.003672917683919271,0.00022683965505349767,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.8089887640449438,0.7613816063254265,0.040002739580494974,214,0.8595505617977528,0.88268156424581,0.88268156424581,0.8749712300964575,0.010904059124442592,RandomForestClassifier,5-7,"[True, None, False]",9,9,20,
314,0.04765240351359049,0.0004791890133969433,0.004635413487752278,0.00032151134110101746,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7111111111111111,0.7752808988764045,0.7752808988764045,0.7538909696213066,0.030249928050760325,223,0.8595505617977528,0.88268156424581,0.8770949720670391,0.8731090327035339,0.0098548330958355,RandomForestClassifier,5-7,"[True, None, False]",9,9,30,
315,0.06294926007588704,0.0007150583348020322,0.0055802663167317705,8.797620441891363e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.7865168539325843,0.7650020807324179,0.01718931825942964,210,0.8539325842696629,0.8938547486033519,0.8603351955307262,0.8693741761345803,0.017506611685096873,RandomForestClassifier,5-7,"[True, None, False]",9,9,40,
316,0.0782465934753418,0.0005418239731533005,0.006937742233276367,0.00043012513428170886,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,225,0.8651685393258427,0.8770949720670391,0.8715083798882681,0.8712572970937167,0.004872181674900909,RandomForestClassifier,5-7,"[True, None, False]",9,9,50,
317,0.09471615155537923,0.0003100386092538525,0.007592121760050456,6.99295235907442e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7666666666666667,0.7528089887640449,0.7528089887640449,0.7574282147315855,0.00653257201096191,220,0.8707865168539326,0.8770949720670391,0.8715083798882681,0.8731299562697465,0.0028191351232448787,RandomForestClassifier,5-7,"[True, None, False]",9,9,60,
318,0.108246644337972,0.0020057710773300455,0.008629242579142252,0.00011794377514514191,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7222222222222222,0.7640449438202247,0.7528089887640449,0.7463587182688306,0.017672756860246414,246,0.8539325842696629,0.8659217877094972,0.8603351955307262,0.8600631891699622,0.004898349407413072,RandomForestClassifier,5-7,"[True, None, False]",9,9,70,
319,0.12323228518168132,0.0004404295397613314,0.009511550267537435,9.749470524764346e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7640449438202247,0.7463171036204744,0.012978967708731115,249,0.8651685393258427,0.8603351955307262,0.8770949720670391,0.8675329023078694,0.007043445493027281,RandomForestClassifier,5-7,"[True, None, False]",9,9,80,
320,0.14484175046284994,0.0011784843672765816,0.010945399602254232,4.446163809158285e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7640449438202247,0.7463171036204744,0.012978967708731115,249,0.8651685393258427,0.8659217877094972,0.8715083798882681,0.8675329023078694,0.0028278569360394327,RandomForestClassifier,5-7,"[True, None, False]",9,9,90,
321,0.15704917907714844,0.004019760001296502,0.011767148971557617,0.00020001296341646036,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7640449438202247,0.7500624219725344,0.012687486657590523,238,0.8595505617977528,0.8659217877094972,0.88268156424581,0.8693846379176867,0.009755487933680388,RandomForestClassifier,5-7,"[True, None, False]",9,9,100,
322,0.17264652252197266,0.0020613202385992156,0.013188997904459635,0.000274463959430613,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7640449438202247,0.7500624219725344,0.012687486657590523,238,0.8651685393258427,0.8603351955307262,0.8770949720670391,0.8675329023078694,0.007043445493027281,RandomForestClassifier,5-7,"[True, None, False]",9,9,110,
323,0.1864136060078939,0.002570302851604729,0.016227165857950848,0.0034036504881002115,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,225,0.8651685393258427,0.8603351955307262,0.8770949720670391,0.8675329023078694,0.007043445493027281,RandomForestClassifier,5-7,"[True, None, False]",9,9,120,
324,0.19940614700317383,0.0003076660973632542,0.014743645985921225,0.00014705567422179384,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7640449438202247,0.753766125676238,0.008030441135516873,231,0.8707865168539326,0.8659217877094972,0.88268156424581,0.8731299562697465,0.007039948324075403,RandomForestClassifier,5-7,"[True, None, False]",9,9,130,
325,0.21909610430399576,0.000524335103419871,0.015831152598063152,0.00024092700426485046,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7640449438202247,0.753766125676238,0.008030441135516873,231,0.8651685393258427,0.8491620111731844,0.88268156424581,0.8656707049149457,0.01368890639060943,RandomForestClassifier,5-7,"[True, None, False]",9,9,140,
326,0.23225021362304688,0.0018292474126804141,0.01867977778116862,0.00205987907344764,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7444444444444445,0.7303370786516854,0.7528089887640449,0.7425301706200583,0.009273439463706328,262,0.8651685393258427,0.8491620111731844,0.88268156424581,0.8656707049149457,0.01368890639060943,RandomForestClassifier,5-7,"[True, None, False]",9,9,150,
327,0.2496980826059977,0.004432431869323498,0.018382787704467773,0.0004185925976975889,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7528089887640449,0.7388264669163545,0.00996251552722096,269,0.8707865168539326,0.8547486033519553,0.88268156424581,0.8694055614838994,0.011445315034980363,RandomForestClassifier,5-7,"[True, None, False]",9,9,160,
328,0.26333411534627277,0.0011578593078046338,0.019545873006184895,0.0008576674714022205,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7640449438202247,0.7425717852684145,0.015233007782940967,259,0.8707865168539326,0.8491620111731844,0.8770949720670391,0.8656811666980521,0.011961355169461846,RandomForestClassifier,5-7,"[True, None, False]",9,9,170,
329,0.2816019058227539,0.005196557264757544,0.020135800043741863,0.0006068503125878775,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7415730337078652,0.7350811485642946,0.004750636102482029,275,0.8651685393258427,0.8435754189944135,0.8770949720670391,0.8619463101290984,0.013872687321842287,RandomForestClassifier,5-7,"[True, None, False]",9,9,180,
330,0.2918206850687663,0.001666281600656202,0.020731051762898762,0.00036653041425694613,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7640449438202247,0.7387848522679983,0.023281824461094718,272,0.8651685393258427,0.8435754189944135,0.8770949720670391,0.8619463101290984,0.013872687321842287,RandomForestClassifier,5-7,"[True, None, False]",9,9,190,
331,0.3058001200358073,0.0017373758258974294,0.0221405824025472,0.0004827386260125317,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7640449438202247,0.7350811485642946,0.022968571733483416,275,0.8707865168539326,0.8491620111731844,0.88268156424581,0.8675433640909757,0.013875124970729659,RandomForestClassifier,5-7,"[True, None, False]",9,9,200,
332,0.3217294216156006,0.0016930474249625882,0.024476925532023113,0.0025061914049786353,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7528089887640449,0.7313358302122346,0.01840252261941401,293,0.8707865168539326,0.8435754189944135,0.8715083798882681,0.8619567719122049,0.013000919784804464,RandomForestClassifier,5-7,"[True, None, False]",9,9,210,
333,0.3401184876759847,0.006900282868394721,0.023970286051432293,0.0002817711781722048,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7640449438202247,0.7350811485642946,0.022968571733483416,275,0.8707865168539326,0.8491620111731844,0.88268156424581,0.8675433640909757,0.013875124970729659,RandomForestClassifier,5-7,"[True, None, False]",9,9,220,
334,0.3539083003997803,0.0002353712682494532,0.026896953582763672,0.001977110741487873,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7333333333333333,0.7191011235955056,0.7640449438202247,0.7388264669163546,0.01875486837274799,266,0.8651685393258427,0.8491620111731844,0.88268156424581,0.8656707049149457,0.01368890639060943,RandomForestClassifier,5-7,"[True, None, False]",9,9,230,
335,0.3671125570933024,0.0044667735422319384,0.02683266003926595,0.0014293911220104264,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7333333333333333,0.7191011235955056,0.7528089887640449,0.7350811485642946,0.013816564626473819,275,0.8707865168539326,0.8547486033519553,0.88268156424581,0.8694055614838994,0.011445315034980363,RandomForestClassifier,5-7,"[True, None, False]",9,9,240,
336,0.01638166109720866,0.0003843576832282343,0.002599954605102539,0.00018827793068530198,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7,0.7078651685393258,0.7640449438202247,0.7239700374531836,0.028518576510564015,308,0.8033707865168539,0.8156424581005587,0.8547486033519553,0.8245872826564561,0.021907798161646248,RandomForestClassifier,5-7,"[True, None, False]",9,12,10,
337,0.03123950958251953,0.0003234027114948663,0.003470818201700846,5.6569158912422467e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7,0.7078651685393258,0.7191011235955056,0.7089887640449438,0.00783837061290501,409,0.8258426966292135,0.8212290502793296,0.8435754189944135,0.8302157219676521,0.009632672237255523,RandomForestClassifier,5-7,"[True, None, False]",9,12,20,
338,0.04574052492777506,0.00020113093955357632,0.004459460576375325,5.6640458203806406e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8426966292134831,0.8100558659217877,0.8268156424581006,0.8265227125311237,0.013327145556412585,RandomForestClassifier,5-7,"[True, None, False]",9,12,30,
339,0.06155530611673991,0.00046478425840015185,0.005580584208170573,4.2360003390506206e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7078651685393258,0.70528506034124,0.012468293126361113,425,0.8258426966292135,0.8268156424581006,0.8268156424581006,0.8264913271818047,0.0004586510622221437,RandomForestClassifier,5-7,"[True, None, False]",9,12,40,
340,0.07651305198669434,0.00094982999588837,0.007446845372517903,0.0011341870488451608,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7303370786516854,0.7090303786933001,0.016941200167646348,397,0.8314606741573034,0.8268156424581006,0.8212290502793296,0.8265017889649112,0.004182934361304389,RandomForestClassifier,5-7,"[True, None, False]",9,12,50,
341,0.09078494707743327,0.0007009150030351602,0.0075855255126953125,2.4339722910652477e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8314606741573034,0.8379888268156425,0.8212290502793296,0.8302261837507586,0.006897608392753466,RandomForestClassifier,5-7,"[True, None, False]",9,12,60,
342,0.10553971926371257,0.0009020731190074097,0.008553584416707357,0.0001804520839567878,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7222222222222222,0.7078651685393258,0.7303370786516854,0.7201414898044112,0.009291349796823204,341,0.8314606741573034,0.8379888268156425,0.8268156424581006,0.8320883811436822,0.004582977505033614,RandomForestClassifier,5-7,"[True, None, False]",9,12,70,
343,0.12248110771179199,0.0012559243693396093,0.009731610616048178,0.00012199164213233447,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7111111111111111,0.7191011235955056,0.7415730337078652,0.7239284228048274,0.01289597599550334,315,0.8258426966292135,0.8379888268156425,0.8379888268156425,0.8339401167534994,0.0057257406799990284,RandomForestClassifier,5-7,"[True, None, False]",9,12,80,
344,0.13642398516337076,0.0011524790994569413,0.010670900344848633,0.00010357268235084394,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7303370786516854,0.7053266749895964,0.021532192785300174,413,0.8146067415730337,0.8324022346368715,0.8324022346368715,0.8264704036155922,0.00838887587999857,RandomForestClassifier,5-7,"[True, None, False]",9,12,90,
345,0.15342426300048828,0.0029401127054478966,0.011657794316609701,7.210610707149637e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7415730337078652,0.7127756970453599,0.02178668930766594,370,0.8426966292134831,0.8268156424581006,0.8379888268156425,0.8358336994957419,0.006660073343184474,RandomForestClassifier,5-7,"[True, None, False]",9,12,100,
346,0.16514245669047037,0.001803327361145517,0.01256418228149414,6.039320345367895e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7415730337078652,0.7090303786933001,0.023227088391988452,397,0.848314606741573,0.8324022346368715,0.8379888268156425,0.8395685560646956,0.006591537750523089,RandomForestClassifier,5-7,"[True, None, False]",9,12,110,
347,0.18030651410420737,0.0014040537981172467,0.0138702392578125,0.00014006612985972364,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7415730337078652,0.7127756970453599,0.02178668930766594,370,0.8426966292134831,0.8268156424581006,0.8379888268156425,0.8358336994957419,0.006660073343184474,RandomForestClassifier,5-7,"[True, None, False]",9,12,120,
348,0.19585617383321127,0.0023856309669854346,0.014716227849324545,0.0001288837610603121,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8426966292134831,0.8379888268156425,0.8435754189944135,0.8414202916745129,0.002452791766948361,RandomForestClassifier,5-7,"[True, None, False]",9,12,130,
349,0.21027016639709473,0.0009116827397582172,0.015525897343953451,0.00017814110516268324,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8426966292134831,0.8324022346368715,0.8379888268156425,0.8376958968886656,0.0042077702631624836,RandomForestClassifier,5-7,"[True, None, False]",9,12,140,
350,0.23033738136291504,0.002196846317365714,0.016875028610229492,0.00018851669254310013,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8426966292134831,0.8324022346368715,0.8491620111731844,0.8414202916745129,0.006901415580484158,RandomForestClassifier,5-7,"[True, None, False]",9,12,150,
351,0.2437922159830729,0.0016379601896118912,0.01839447021484375,0.00041037930238123084,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7303370786516854,0.70528506034124,0.017994089256869503,425,0.8370786516853933,0.8324022346368715,0.8435754189944135,0.8376854351055595,0.0045815682730659425,RandomForestClassifier,5-7,"[True, None, False]",9,12,160,
352,0.25524481137593585,0.0018687435639522586,0.018622716267903645,0.0003663512471355872,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8314606741573034,0.8268156424581006,0.8491620111731844,0.8358127759295294,0.009627933009892916,RandomForestClassifier,5-7,"[True, None, False]",9,12,170,
353,0.27104926109313965,0.0037662624916179163,0.01967628796895345,0.00027672200965968145,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7,0.7078651685393258,0.7528089887640449,0.7202247191011235,0.02326322120340005,326,0.8314606741573034,0.8324022346368715,0.8491620111731844,0.8376749733224531,0.00813165268041173,RandomForestClassifier,5-7,"[True, None, False]",9,12,180,
354,0.2879607677459717,0.0021070654474758285,0.02126797040303548,0.00011829219486508079,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7,0.7078651685393258,0.7415730337078652,0.7164794007490637,0.01803206459507228,354,0.8426966292134831,0.8268156424581006,0.8491620111731844,0.8395580942815893,0.009388924319880197,RandomForestClassifier,5-7,"[True, None, False]",9,12,190,
355,0.3043941656748454,0.0015670682366904953,0.022000551223754883,0.00011385146632907433,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7,0.7078651685393258,0.7415730337078652,0.7164794007490637,0.01803206459507228,354,0.8426966292134831,0.8268156424581006,0.8324022346368715,0.8339715021028183,0.006577658416484209,RandomForestClassifier,5-7,"[True, None, False]",9,12,200,
356,0.31887443860371906,0.002207546230454962,0.023175795873006184,0.00025259472997322745,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6888888888888889,0.6853932584269663,0.7415730337078652,0.70528506034124,0.025699126008151173,425,0.8370786516853933,0.8268156424581006,0.8379888268156425,0.8339610403197121,0.005066204209759221,RandomForestClassifier,5-7,"[True, None, False]",9,12,210,
357,0.330169677734375,0.0016315309420563673,0.023839871088663738,0.0006408851158110062,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7,0.6741573033707865,0.7415730337078652,0.7052434456928839,0.02777097365081145,435,0.8370786516853933,0.8268156424581006,0.8491620111731844,0.8376854351055595,0.009132950902341116,RandomForestClassifier,5-7,"[True, None, False]",9,12,220,
358,0.34526872634887695,0.0025786939983042977,0.02517215410868327,0.00045633591467614005,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7,0.7078651685393258,0.7640449438202247,0.7239700374531836,0.028518576510564015,308,0.8258426966292135,0.8268156424581006,0.8435754189944135,0.8320779193605757,0.008139657211007487,RandomForestClassifier,5-7,"[True, None, False]",9,12,230,
359,0.36043238639831543,0.002062405114109622,0.026448647181193035,0.00046148580572324846,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7111111111111111,0.6966292134831461,0.7528089887640449,0.7201831044527673,0.02381550734355472,329,0.8314606741573034,0.8268156424581006,0.8435754189944135,0.8339505785366058,0.00706504282838342,RandomForestClassifier,5-7,"[True, None, False]",9,12,240,
360,0.019074519475301106,0.0009923582032361836,0.0024588902791341147,5.023652900868489e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7444444444444445,0.8089887640449438,0.797752808988764,0.7837286724927175,0.028154331833871907,149,1.0,0.9888268156424581,1.0,0.9962756052141527,0.005267089617776884,RandomForestClassifier,5-7,"[True, None, False]",12,1,10,
361,0.03550283114115397,0.0006042621354994405,0.0035452047983805337,1.99402457105203e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.8426966292134831,0.8089887640449438,0.8098210570120683,0.02650954358490715,119,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,20,
362,0.0524145762125651,0.00032742434332736284,0.00477139155069987,0.00022861796086994383,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.7777777777777778,0.8426966292134831,0.8089887640449438,0.8098210570120683,0.02650954358490715,119,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,30,
363,0.06854971249898274,0.0005182548087724265,0.005736430486043294,5.845367947342112e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8111111111111111,0.8764044943820225,0.8202247191011236,0.8359134415314191,0.028872229833777126,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,40,
364,0.08633987108866374,0.00017833373264350752,0.007020235061645508,0.00014838959889333138,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.7888888888888889,0.8764044943820225,0.8202247191011236,0.8285060341240117,0.03620479190281018,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,50,
365,0.10523637135823567,0.0005100437990610318,0.007960637410481771,9.441904198769574e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.8426966292134831,0.8210153974198918,0.02317536169154037,49,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,60,
366,0.12055595715840657,0.0005712597494622249,0.00889436403910319,6.773223375959044e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.7888888888888889,0.8539325842696629,0.8426966292134831,0.8285060341240116,0.028386620310065447,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,70,
367,0.1399683157602946,0.0016825864878941583,0.010846853256225586,0.0012113255830447569,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8,0.8539325842696629,0.8314606741573034,0.8284644194756554,0.022119585108963866,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,80,
368,0.1534720261891683,0.0009000986555963156,0.010774056116739908,9.291706283838963e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8,0.8426966292134831,0.8202247191011236,0.8209737827715355,0.017438871500858114,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,90,
369,0.17400519053141275,0.002884952911191072,0.012413819630940756,0.0006529896887375153,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8,0.8202247191011236,0.8314606741573034,0.8172284644194757,0.013017338724331652,69,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,100,
370,0.18892399470011392,0.00016183480523407326,0.014123280843098959,0.00128417420352889,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8426966292134831,0.8358718268830628,0.009651728016195897,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,110,
371,0.20698833465576172,0.0010462798441399292,0.01412653923034668,0.00013145450029134763,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8426966292134831,0.8359134415314191,0.018127849058188927,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,120,
372,0.22369623184204102,0.0016863244918565716,0.015298922856648764,0.00010628537553823848,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8314606741573034,0.8358718268830628,0.013316167280726167,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,130,
373,0.2408445676167806,0.002367437556044291,0.016497214635213215,2.423935249168528e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8426966292134831,0.8359134415314191,0.018127849058188927,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,140,
374,0.258306344350179,0.0010072286523131792,0.017339547475179035,0.00022247356456145113,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8426966292134831,0.8358718268830628,0.009651728016195897,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,150,
375,0.27540405591328937,0.000811127368725355,0.01830736796061198,0.00032620055182838893,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8426966292134831,0.8358718268830628,0.009651728016195897,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,160,
376,0.2935468355814616,0.0015620788095113305,0.020797252655029297,0.002079176713810268,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8426966292134831,0.8321681231793591,0.01488955602498512,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,170,
377,0.30968626340230304,0.0006325780441495165,0.020534992218017578,0.00031259145888841986,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8314606741573034,0.8358718268830628,0.013316167280726167,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,180,
378,0.3265540599822998,0.0023297250273207177,0.021483580271402996,0.000263136162633926,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8426966292134831,0.8321681231793591,0.01488955602498512,18,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,190,
379,0.3414977391560872,0.003629742926585176,0.022309382756551106,0.0002153011150868589,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8314606741573034,0.8284228048272991,0.01307243221435736,32,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,200,
380,0.35892796516418457,0.0030265576590046087,0.0233151912689209,0.0002909645205349711,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8202247191011236,0.8246774864752392,0.013273572526259556,44,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,210,
381,0.373499075571696,0.0013088300164289047,0.024607102076212566,0.000322727844507125,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8202247191011236,0.8284228048272992,0.01841785543157212,30,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,220,
382,0.3945213158925374,0.0041739392125506826,0.02587302525838216,0.0002356091381504446,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8202247191011236,0.828381190178943,0.010155338521960627,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,230,
383,0.4099908669789632,0.004075030473341256,0.02703571319580078,0.00032839041508257586,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8222222222222222,0.8426966292134831,0.8202247191011236,0.828381190178943,0.010155338521960627,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, None, False]",12,1,240,
384,0.01747576395670573,4.323966315118541e-05,0.002440929412841797,1.6082212404289296e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8,0.7865168539325843,0.8314606741573034,0.8059925093632959,0.018831168674122146,135,0.9606741573033708,0.9441340782122905,0.9497206703910615,0.9515096353022409,0.006869927252155917,RandomForestClassifier,5-7,"[True, None, False]",12,3,10,
385,0.03473440806070963,0.001293635926664185,0.00350038210550944,5.9544320839877945e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.8314606741573034,0.8314606741573034,0.8135663753641283,0.025306360042464882,95,0.9775280898876404,0.9553072625698324,0.9832402234636871,0.97202519197372,0.012049176739862789,RandomForestClassifier,5-7,"[True, None, False]",12,3,20,
386,0.050501743952433266,0.0005921989344973393,0.004821459452311198,0.00033890747930573974,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.8089887640449438,0.806034124011652,0.012962278273699892,133,0.9719101123595506,0.9553072625698324,0.994413407821229,0.9738769275835374,0.016025478062548,RandomForestClassifier,5-7,"[True, None, False]",12,3,30,
387,0.06665349006652832,0.0004486369141638304,0.005662838617960612,4.304598127912644e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8,0.8426966292134831,0.8202247191011236,0.8209737827715355,0.017438871500858114,58,0.9719101123595506,0.9608938547486033,0.994413407821229,0.975739124976461,0.013949578554266704,RandomForestClassifier,5-7,"[True, None, False]",12,3,40,
388,0.08359837532043457,0.000261230251615388,0.006613810857137044,8.592563546252272e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.8202247191011236,0.8246774864752392,0.013273572526259556,44,0.9831460674157303,0.9608938547486033,0.994413407821229,0.9794844433285208,0.01392708937680247,RandomForestClassifier,5-7,"[True, None, False]",12,3,50,
389,0.09926978747049968,0.001069077740941961,0.0076834360758463545,7.39559760577724e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8,0.8539325842696629,0.8314606741573034,0.8284644194756554,0.022119585108963866,27,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",12,3,60,
390,0.11784148216247559,0.0014949272688079163,0.008780876795450846,9.32632886161613e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8222222222222222,0.8539325842696629,0.8089887640449438,0.8283811901789431,0.01885800287794552,35,0.9775280898876404,0.9664804469273743,0.9888268156424581,0.977611784152491,0.009123058779272641,RandomForestClassifier,5-7,"[True, None, False]",12,3,70,
391,0.1317126750946045,0.0008143130870543535,0.009793281555175781,8.753112049193057e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7888888888888889,0.8539325842696629,0.8202247191011236,0.8210153974198917,0.02655986265463433,50,0.9831460674157303,0.9664804469273743,0.9888268156424581,0.9794844433285209,0.009483166380650247,RandomForestClassifier,5-7,"[True, None, False]",12,3,80,
392,0.1492598056793213,0.0002511590832679898,0.010935783386230469,0.00011248321403359109,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8111111111111111,0.8539325842696629,0.8314606741573034,0.8321681231793591,0.017488948967014348,18,0.9831460674157303,0.9720670391061452,0.9888268156424581,0.9813466407214445,0.006959453029650492,RandomForestClassifier,5-7,"[True, None, False]",12,3,90,
393,0.1668562889099121,0.0020541900249154534,0.012137969334920248,0.00014632535503915134,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8,0.8314606741573034,0.8314606741573034,0.8209737827715357,0.014830704024886385,54,0.9831460674157303,0.9608938547486033,0.9888268156424581,0.9776222459355973,0.012053962802959296,RandomForestClassifier,5-7,"[True, None, False]",12,3,100,
394,0.18206389745076498,0.00042968511025725733,0.012972513834635416,0.00019258774694576883,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8222222222222222,0.8089887640449438,0.8314606741573034,0.8208905534748231,0.009222316855110832,66,0.9831460674157303,0.9608938547486033,0.9888268156424581,0.9776222459355973,0.012053962802959296,RandomForestClassifier,5-7,"[True, None, False]",12,3,110,
395,0.2006842295328776,0.000919583505671548,0.014689445495605469,0.00042992579753903335,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9553072625698324,0.9832402234636871,0.9738978511497499,0.013145587451084389,RandomForestClassifier,5-7,"[True, None, False]",12,3,120,
396,0.21434688568115234,0.0012304777554867697,0.015905459721883137,0.0017795528707634134,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8,0.8089887640449438,0.8202247191011236,0.8097378277153559,0.008273678664559731,125,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",12,3,130,
397,0.232728640238444,0.0015413859829181452,0.01714317003885905,0.0009712127913776265,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",12,3,140,
398,0.24931208292643228,0.0031057216972317082,0.01699384053548177,0.0002694289119298044,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8202247191011236,0.8060341240116521,0.012962278273699892,131,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",12,3,150,
399,0.26502569516499835,0.000480714228681152,0.01820715268452962,0.00019580667615807205,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,121,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",12,3,160,
400,0.28147466977437335,0.0035240152336767105,0.019408702850341797,7.104713642955465e-06,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9608938547486033,0.9832402234636871,0.9757600485426736,0.010512056721767351,RandomForestClassifier,5-7,"[True, None, False]",12,3,170,
401,0.2978474299112956,0.0017564096160263007,0.02000085512797038,0.00018801058205225206,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",12,3,180,
402,0.31319578488667804,0.0010357801375686798,0.02123912175496419,0.00037447275854850725,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",12,3,190,
403,0.32943201065063477,0.0016520131331880098,0.022146145502726238,0.0002552097133152434,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",12,3,200,
404,0.34864163398742676,0.0017598653659845825,0.02397640546162923,0.0004019489924297945,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,99,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",12,3,210,
405,0.36243828137715656,0.002482409462370734,0.025020917256673176,0.0004388016637423742,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",12,3,220,
406,0.37871551513671875,0.003925826883529297,0.025669018427530926,0.0001476715656619622,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8111111111111111,0.8202247191011236,0.8314606741573034,0.8209321681231794,0.008322721595401528,64,0.9831460674157303,0.9664804469273743,0.9832402234636871,0.9776222459355973,0.007878535405140117,RandomForestClassifier,5-7,"[True, None, False]",12,3,230,
407,0.40070120493570965,0.0026589110473327704,0.026932398478190105,0.0005061398392368475,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8111111111111111,0.8089887640449438,0.8314606741573034,0.8171868497711193,0.010130239754419514,81,0.9831460674157303,0.9720670391061452,0.9832402234636871,0.9794844433285208,0.00524503767949153,RandomForestClassifier,5-7,"[True, None, False]",12,3,240,
408,0.017926851908365887,0.0004581412330112736,0.002624352773030599,0.00012470489547341702,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7303370786516854,0.746233874323762,0.01129651839476426,255,0.8876404494382022,0.8994413407821229,0.88268156424581,0.8899211181553784,0.0070296332163641605,RandomForestClassifier,5-7,"[True, None, False]",12,6,10,
409,0.03395891189575195,0.0007067013306581661,0.0036444664001464844,9.406471596006776e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.8202247191011236,0.7651269246774864,0.04455201360268795,208,0.8651685393258427,0.9329608938547486,0.9106145251396648,0.9029146527734188,0.028206581489498464,RandomForestClassifier,5-7,"[True, None, False]",12,6,20,
410,0.05105511347452799,0.000996212308596685,0.004693905512491862,5.281544071406583e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.7640449438202247,0.7612567623803579,0.012742375427153821,217,0.8932584269662921,0.9050279329608939,0.9329608938547486,0.9104157512606448,0.016650183357961236,RandomForestClassifier,5-7,"[True, None, False]",12,6,30,
411,0.06522242228190105,0.0010188640556401416,0.0056794484456380205,4.8871091806293226e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.797752808988764,0.7799417394923013,0.017843320818609214,154,0.9044943820224719,0.9106145251396648,0.9217877094972067,0.9122988722197811,0.0071597282351509445,RandomForestClassifier,5-7,"[True, None, False]",12,6,40,
412,0.08112239837646484,0.0006467485599712774,0.006723483403523763,5.0509238421861945e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8111111111111111,0.797752808988764,0.797752808988764,0.8022055763628796,0.006297164010566866,142,0.8932584269662921,0.9106145251396648,0.9273743016759777,0.9104157512606449,0.013928456724585498,RandomForestClassifier,5-7,"[True, None, False]",12,6,50,
413,0.09777235984802246,0.0009218009068902501,0.007907549540201822,0.00011459947789692061,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8111111111111111,0.7865168539325843,0.7752808988764045,0.7909696213066999,0.014962650838271084,146,0.9044943820224719,0.9050279329608939,0.9329608938547486,0.9141610696127048,0.013295267649299766,RandomForestClassifier,5-7,"[True, None, False]",12,6,60,
414,0.1130996545155843,0.001277115942836923,0.008799552917480469,7.20797369853543e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7888888888888889,0.7865168539325843,0.7752808988764045,0.7835622138992925,0.005935305178321568,152,0.8932584269662921,0.9106145251396648,0.9273743016759777,0.9104157512606449,0.013928456724585498,RandomForestClassifier,5-7,"[True, None, False]",12,6,70,
415,0.1304001808166504,0.0028458176187351083,0.011057615280151367,0.0016972157417231863,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7752808988764045,0.7724094881398252,0.004060788006814109,199,0.8820224719101124,0.9050279329608939,0.9273743016759777,0.9048082355156613,0.01851545869453571,RandomForestClassifier,5-7,"[True, None, False]",12,6,80,
416,0.14377927780151367,0.001665977056698083,0.01085964838663737,0.00021045634718305938,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7752808988764045,0.7724511027881814,0.012797299421454588,177,0.8820224719101124,0.9050279329608939,0.9273743016759777,0.9048082355156613,0.01851545869453571,RandomForestClassifier,5-7,"[True, None, False]",12,6,90,
417,0.16056275367736816,0.001665348376322474,0.012133280436197916,0.00040375590183126423,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7752808988764045,0.7724511027881814,0.012797299421454588,177,0.8707865168539326,0.8994413407821229,0.9329608938547486,0.9010629171636014,0.02540846868441865,RandomForestClassifier,5-7,"[True, None, False]",12,6,100,
418,0.17617170015970865,0.0013617034607104252,0.013007720311482748,3.53510430923818e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8764044943820225,0.8938547486033519,0.9273743016759777,0.8992111815537841,0.021150237892438115,RandomForestClassifier,5-7,"[True, None, False]",12,6,110,
419,0.19261932373046875,0.0013896983974754028,0.014368216196695963,0.0005225788757187451,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8820224719101124,0.8938547486033519,0.9329608938547486,0.9029460381227375,0.02176647830030415,RandomForestClassifier,5-7,"[True, None, False]",12,6,120,
420,0.20940287907918295,0.0013100658908160338,0.015416701634724935,0.0003063496185517341,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,170,0.8820224719101124,0.8994413407821229,0.9329608938547486,0.9048082355156613,0.021138958928372188,RandomForestClassifier,5-7,"[True, None, False]",12,6,130,
421,0.22119800249735513,0.0016689510609046406,0.01766236623128255,0.0020270534856910356,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,170,0.8876404494382022,0.8994413407821229,0.9273743016759777,0.9048186972987676,0.01666096687357749,RandomForestClassifier,5-7,"[True, None, False]",12,6,140,
422,0.24135502179463705,0.0020959658966126318,0.016861438751220703,0.00015206595402991098,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8820224719101124,0.9050279329608939,0.9273743016759777,0.9048082355156613,0.01851545869453571,RandomForestClassifier,5-7,"[True, None, False]",12,6,150,
423,0.25531792640686035,0.0010919363389132238,0.01797628402709961,0.0001460539060851614,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7865168539325843,0.7687057844361216,0.013062492761923254,202,0.8820224719101124,0.8994413407821229,0.9273743016759777,0.9029460381227375,0.018679923150537674,RandomForestClassifier,5-7,"[True, None, False]",12,6,160,
424,0.2701880137125651,0.0008754653247563171,0.01912236213684082,0.00020663872722371434,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8820224719101124,0.8994413407821229,0.9273743016759777,0.9029460381227375,0.018679923150537674,RandomForestClassifier,5-7,"[True, None, False]",12,6,170,
425,0.28349900245666504,0.001507726420033008,0.0206906000773112,0.0008956080940891087,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8932584269662921,0.8994413407821229,0.9273743016759777,0.9066913564747976,0.014841277403686485,RandomForestClassifier,5-7,"[True, None, False]",12,6,180,
426,0.30299830436706543,0.0028005109968048795,0.0220944881439209,0.0010065478042029744,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8932584269662921,0.8994413407821229,0.9273743016759777,0.9066913564747976,0.014841277403686485,RandomForestClassifier,5-7,"[True, None, False]",12,6,190,
427,0.31685932477315265,0.0009381482846836722,0.02239084243774414,0.00018334073525750567,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.8932584269662921,0.9050279329608939,0.9273743016759777,0.9085535538677213,0.014149104303470578,RandomForestClassifier,5-7,"[True, None, False]",12,6,200,
428,0.33182549476623535,0.004872688847085084,0.022913535435994465,0.00027281568478483917,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,177,0.898876404494382,0.9106145251396648,0.9273743016759777,0.9122884104366747,0.01169427081762289,RandomForestClassifier,5-7,"[True, None, False]",12,6,210,
429,0.3481733004252116,0.0020856730598290065,0.023759126663208008,0.00023787683290895,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8932584269662921,0.9050279329608939,0.9273743016759777,0.9085535538677213,0.014149104303470578,RandomForestClassifier,5-7,"[True, None, False]",12,6,220,
430,0.3625481128692627,0.0031453385543446406,0.025468985239664715,0.0005506450500151592,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8764044943820225,0.9050279329608939,0.9273743016759777,0.9029355763396314,0.020860868966698348,RandomForestClassifier,5-7,"[True, None, False]",12,6,230,
431,0.38119204839070636,0.0037562138045874535,0.026375293731689453,0.00031731037838220806,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.7865168539325843,0.7761964211402415,0.014595296024491394,158,0.8707865168539326,0.9050279329608939,0.9273743016759777,0.9010629171636014,0.023271375270506368,RandomForestClassifier,5-7,"[True, None, False]",12,6,240,
432,0.016477187474568684,2.284537170278092e-05,0.0025355021158854165,0.00024413661510598456,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7,0.7640449438202247,0.7752808988764045,0.7464419475655429,0.033158232178114415,244,0.8370786516853933,0.8491620111731844,0.8659217877094972,0.850720816856025,0.011826637456574675,RandomForestClassifier,5-7,"[True, None, False]",12,9,10,
433,0.03188037872314453,0.00016482709420483644,0.0035382906595865884,0.00013224536980443888,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7111111111111111,0.7640449438202247,0.8089887640449438,0.7613816063254265,0.040002739580494974,214,0.8595505617977528,0.88268156424581,0.88268156424581,0.8749712300964575,0.010904059124442592,RandomForestClassifier,5-7,"[True, None, False]",12,9,20,
434,0.04705945650736491,0.000435198502757735,0.004548867543538411,2.715205109900473e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7111111111111111,0.7752808988764045,0.7752808988764045,0.7538909696213066,0.030249928050760325,223,0.8595505617977528,0.88268156424581,0.8770949720670391,0.8731090327035339,0.0098548330958355,RandomForestClassifier,5-7,"[True, None, False]",12,9,30,
435,0.06342228253682454,0.0007864590508255623,0.0056467851003011065,0.0001085106373343122,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.7865168539325843,0.7650020807324179,0.01718931825942964,210,0.8539325842696629,0.8938547486033519,0.8603351955307262,0.8693741761345803,0.017506611685096873,RandomForestClassifier,5-7,"[True, None, False]",12,9,40,
436,0.07912230491638184,0.0009393157072375046,0.006758530934651692,0.000360660008476868,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,225,0.8651685393258427,0.8770949720670391,0.8715083798882681,0.8712572970937167,0.004872181674900909,RandomForestClassifier,5-7,"[True, None, False]",12,9,50,
437,0.09327499071756999,0.0017558858870495284,0.007980267206827799,0.0006467153753605566,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7666666666666667,0.7528089887640449,0.7528089887640449,0.7574282147315855,0.00653257201096191,220,0.8707865168539326,0.8770949720670391,0.8715083798882681,0.8731299562697465,0.0028191351232448787,RandomForestClassifier,5-7,"[True, None, False]",12,9,60,
438,0.11169234911600749,0.0012096444485798948,0.009018023808797201,0.0003200176184234538,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7222222222222222,0.7640449438202247,0.7528089887640449,0.7463587182688306,0.017672756860246414,246,0.8539325842696629,0.8659217877094972,0.8603351955307262,0.8600631891699622,0.004898349407413072,RandomForestClassifier,5-7,"[True, None, False]",12,9,70,
439,0.12470642725626628,0.0007945144364764368,0.00966501235961914,0.00015663659124862865,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7640449438202247,0.7463171036204744,0.012978967708731115,249,0.8651685393258427,0.8603351955307262,0.8770949720670391,0.8675329023078694,0.007043445493027281,RandomForestClassifier,5-7,"[True, None, False]",12,9,80,
440,0.13995941480000815,0.0008840588847137583,0.010884841283162435,7.212502451376648e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7640449438202247,0.7463171036204744,0.012978967708731115,249,0.8651685393258427,0.8659217877094972,0.8715083798882681,0.8675329023078694,0.0028278569360394327,RandomForestClassifier,5-7,"[True, None, False]",12,9,90,
441,0.15423957506815592,0.001228175142286466,0.011687358220418295,0.00018725502393887564,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7640449438202247,0.7500624219725344,0.012687486657590523,238,0.8595505617977528,0.8659217877094972,0.88268156424581,0.8693846379176867,0.009755487933680388,RandomForestClassifier,5-7,"[True, None, False]",12,9,100,
442,0.17171112696329752,0.0013315317745196443,0.012778759002685547,0.0001252046415362006,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7640449438202247,0.7500624219725344,0.012687486657590523,238,0.8651685393258427,0.8603351955307262,0.8770949720670391,0.8675329023078694,0.007043445493027281,RandomForestClassifier,5-7,"[True, None, False]",12,9,110,
443,0.18762834866841635,0.0006702922375788973,0.014779170354207357,0.001114182175996616,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,225,0.8651685393258427,0.8603351955307262,0.8770949720670391,0.8675329023078694,0.007043445493027281,RandomForestClassifier,5-7,"[True, None, False]",12,9,120,
444,0.20125214258829752,0.0004489658540466948,0.015174388885498047,0.0005740351997936033,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7640449438202247,0.753766125676238,0.008030441135516873,231,0.8707865168539326,0.8659217877094972,0.88268156424581,0.8731299562697465,0.007039948324075403,RandomForestClassifier,5-7,"[True, None, False]",12,9,130,
445,0.2147974173227946,0.001923153959914937,0.015621503194173178,0.00020131681694514542,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7640449438202247,0.753766125676238,0.008030441135516873,231,0.8651685393258427,0.8491620111731844,0.88268156424581,0.8656707049149457,0.01368890639060943,RandomForestClassifier,5-7,"[True, None, False]",12,9,140,
446,0.2318843205769857,0.002626873041628463,0.017041444778442383,0.00012685406981156118,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7444444444444445,0.7303370786516854,0.7528089887640449,0.7425301706200583,0.009273439463706328,262,0.8651685393258427,0.8491620111731844,0.88268156424581,0.8656707049149457,0.01368890639060943,RandomForestClassifier,5-7,"[True, None, False]",12,9,150,
447,0.24729045232137045,0.000781357651855836,0.017826159795125324,6.263873139625231e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7528089887640449,0.7388264669163545,0.00996251552722096,269,0.8707865168539326,0.8547486033519553,0.88268156424581,0.8694055614838994,0.011445315034980363,RandomForestClassifier,5-7,"[True, None, False]",12,9,160,
448,0.26361505190531415,0.001806731412965724,0.01917545000712077,0.00015535067910872244,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7640449438202247,0.7425717852684145,0.015233007782940967,259,0.8707865168539326,0.8491620111731844,0.8770949720670391,0.8656811666980521,0.011961355169461846,RandomForestClassifier,5-7,"[True, None, False]",12,9,170,
449,0.2784569263458252,0.0028512837224852626,0.020002365112304688,0.00029551191827174145,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7333333333333333,0.7303370786516854,0.7415730337078652,0.7350811485642946,0.004750636102482029,275,0.8651685393258427,0.8435754189944135,0.8770949720670391,0.8619463101290984,0.013872687321842287,RandomForestClassifier,5-7,"[True, None, False]",12,9,180,
450,0.29607828458150226,0.0012382091543522637,0.022343794504801433,0.00022193549876785607,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7640449438202247,0.7387848522679983,0.023281824461094718,272,0.8651685393258427,0.8435754189944135,0.8770949720670391,0.8619463101290984,0.013872687321842287,RandomForestClassifier,5-7,"[True, None, False]",12,9,190,
451,0.312366247177124,0.004511989177436318,0.022218863169352215,0.00017976743297304113,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7640449438202247,0.7350811485642946,0.022968571733483416,275,0.8707865168539326,0.8491620111731844,0.88268156424581,0.8675433640909757,0.013875124970729659,RandomForestClassifier,5-7,"[True, None, False]",12,9,200,
452,0.3221236864725749,0.0008952153882836129,0.0252379576365153,0.003024591064288331,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7528089887640449,0.7313358302122346,0.01840252261941401,293,0.8707865168539326,0.8435754189944135,0.8715083798882681,0.8619567719122049,0.013000919784804464,RandomForestClassifier,5-7,"[True, None, False]",12,9,210,
453,0.34061741828918457,0.0011019046954348674,0.02401876449584961,0.00013558549674973843,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7333333333333333,0.7078651685393258,0.7640449438202247,0.7350811485642946,0.022968571733483416,275,0.8707865168539326,0.8491620111731844,0.88268156424581,0.8675433640909757,0.013875124970729659,RandomForestClassifier,5-7,"[True, None, False]",12,9,220,
454,0.35600972175598145,0.001641163394222743,0.025924841562906902,0.0009759535614944061,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7333333333333333,0.7191011235955056,0.7640449438202247,0.7388264669163546,0.01875486837274799,266,0.8651685393258427,0.8491620111731844,0.88268156424581,0.8656707049149457,0.01368890639060943,RandomForestClassifier,5-7,"[True, None, False]",12,9,230,
455,0.39770078659057617,0.038773434303291554,0.02958846092224121,0.002590813561206899,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7333333333333333,0.7191011235955056,0.7528089887640449,0.7350811485642946,0.013816564626473819,275,0.8707865168539326,0.8547486033519553,0.88268156424581,0.8694055614838994,0.011445315034980363,RandomForestClassifier,5-7,"[True, None, False]",12,9,240,
456,0.016320546468098957,0.00021329153446648062,0.002507766087849935,0.00012692027188750235,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7,0.7078651685393258,0.7640449438202247,0.7239700374531836,0.028518576510564015,308,0.8033707865168539,0.8156424581005587,0.8547486033519553,0.8245872826564561,0.021907798161646248,RandomForestClassifier,5-7,"[True, None, False]",12,12,10,
457,0.032358646392822266,0.001014453338292045,0.0035515626271565757,9.295396533978053e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7,0.7078651685393258,0.7191011235955056,0.7089887640449438,0.00783837061290501,409,0.8258426966292135,0.8212290502793296,0.8435754189944135,0.8302157219676521,0.009632672237255523,RandomForestClassifier,5-7,"[True, None, False]",12,12,20,
458,0.04687190055847168,0.00036773487698306065,0.004592100779215495,0.00022507659551900138,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8426966292134831,0.8100558659217877,0.8268156424581006,0.8265227125311237,0.013327145556412585,RandomForestClassifier,5-7,"[True, None, False]",12,12,30,
459,0.06087867418924967,0.0007841464034578308,0.0056680043538411455,0.000277234803266016,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7078651685393258,0.70528506034124,0.012468293126361113,425,0.8258426966292135,0.8268156424581006,0.8268156424581006,0.8264913271818047,0.0004586510622221437,RandomForestClassifier,5-7,"[True, None, False]",12,12,40,
460,0.07532707850138347,0.0011052243310184357,0.006396293640136719,0.00024913931564234245,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7303370786516854,0.7090303786933001,0.016941200167646348,397,0.8314606741573034,0.8268156424581006,0.8212290502793296,0.8265017889649112,0.004182934361304389,RandomForestClassifier,5-7,"[True, None, False]",12,12,50,
461,0.09188453356424968,0.001307925737213298,0.008194605509440104,0.0007514477904077123,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8314606741573034,0.8379888268156425,0.8212290502793296,0.8302261837507586,0.006897608392753466,RandomForestClassifier,5-7,"[True, None, False]",12,12,60,
462,0.1073465347290039,0.0012671053807950079,0.008691787719726562,0.0003272159862565253,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7222222222222222,0.7078651685393258,0.7303370786516854,0.7201414898044112,0.009291349796823204,341,0.8314606741573034,0.8379888268156425,0.8268156424581006,0.8320883811436822,0.004582977505033614,RandomForestClassifier,5-7,"[True, None, False]",12,12,70,
463,0.12022749582926433,0.001493476313093399,0.00958395004272461,7.929846384425127e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7111111111111111,0.7191011235955056,0.7415730337078652,0.7239284228048274,0.01289597599550334,315,0.8258426966292135,0.8379888268156425,0.8379888268156425,0.8339401167534994,0.0057257406799990284,RandomForestClassifier,5-7,"[True, None, False]",12,12,80,
464,0.13698196411132812,0.002345685848313788,0.010640541712443033,0.0001579387477035696,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7303370786516854,0.7053266749895964,0.021532192785300174,413,0.8146067415730337,0.8324022346368715,0.8324022346368715,0.8264704036155922,0.00838887587999857,RandomForestClassifier,5-7,"[True, None, False]",12,12,90,
465,0.15058509508768717,0.00031878054973981135,0.011845588684082031,0.0003194756175312097,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7415730337078652,0.7127756970453599,0.02178668930766594,370,0.8426966292134831,0.8268156424581006,0.8379888268156425,0.8358336994957419,0.006660073343184474,RandomForestClassifier,5-7,"[True, None, False]",12,12,100,
466,0.16909027099609375,0.002549868746797272,0.012823104858398438,0.0005697939013990937,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7415730337078652,0.7090303786933001,0.023227088391988452,397,0.848314606741573,0.8324022346368715,0.8379888268156425,0.8395685560646956,0.006591537750523089,RandomForestClassifier,5-7,"[True, None, False]",12,12,110,
467,0.18252944946289062,0.0020792260243683233,0.014046669006347656,7.980816361103739e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.7415730337078652,0.7127756970453599,0.02178668930766594,370,0.8426966292134831,0.8268156424581006,0.8379888268156425,0.8358336994957419,0.006660073343184474,RandomForestClassifier,5-7,"[True, None, False]",12,12,120,
468,0.19876710573832193,0.000565505728660047,0.014956394831339518,0.0003620674464063876,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8426966292134831,0.8379888268156425,0.8435754189944135,0.8414202916745129,0.002452791766948361,RandomForestClassifier,5-7,"[True, None, False]",12,12,130,
469,0.21082671483357748,0.0010880984495644573,0.015688737233479817,0.0001837496730828078,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7111111111111111,0.7078651685393258,0.7415730337078652,0.7201831044527673,0.015182903563951999,329,0.8426966292134831,0.8324022346368715,0.8379888268156425,0.8376958968886656,0.0042077702631624836,RandomForestClassifier,5-7,"[True, None, False]",12,12,140,
470,0.2269736131032308,0.004428626975796012,0.01662309964497884,7.104082440406247e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8426966292134831,0.8324022346368715,0.8491620111731844,0.8414202916745129,0.006901415580484158,RandomForestClassifier,5-7,"[True, None, False]",12,12,150,
471,0.24588092168172201,0.0008003545232619975,0.018108924229939777,0.0001644404279902989,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6888888888888889,0.6966292134831461,0.7303370786516854,0.70528506034124,0.017994089256869503,425,0.8370786516853933,0.8324022346368715,0.8435754189944135,0.8376854351055595,0.0045815682730659425,RandomForestClassifier,5-7,"[True, None, False]",12,12,160,
472,0.2561059792836507,0.0024422134206065747,0.018747647603352863,0.0007517627866473198,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7,0.7078651685393258,0.7303370786516854,0.7127340823970038,0.012854683372082806,377,0.8314606741573034,0.8268156424581006,0.8491620111731844,0.8358127759295294,0.009627933009892916,RandomForestClassifier,5-7,"[True, None, False]",12,12,170,
473,0.27126558621724445,0.0004690012153066665,0.01992352803548177,0.00012203372673630467,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7,0.7078651685393258,0.7528089887640449,0.7202247191011235,0.02326322120340005,326,0.8314606741573034,0.8324022346368715,0.8491620111731844,0.8376749733224531,0.00813165268041173,RandomForestClassifier,5-7,"[True, None, False]",12,12,180,
474,0.2926797866821289,0.004318227423223011,0.021122535069783527,0.00010533431280890643,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7,0.7078651685393258,0.7415730337078652,0.7164794007490637,0.01803206459507228,354,0.8426966292134831,0.8268156424581006,0.8491620111731844,0.8395580942815893,0.009388924319880197,RandomForestClassifier,5-7,"[True, None, False]",12,12,190,
475,0.3018496831258138,0.0006244193156743499,0.021952072779337566,0.0002077502334432631,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7,0.7078651685393258,0.7415730337078652,0.7164794007490637,0.01803206459507228,354,0.8426966292134831,0.8268156424581006,0.8324022346368715,0.8339715021028183,0.006577658416484209,RandomForestClassifier,5-7,"[True, None, False]",12,12,200,
476,0.31376075744628906,0.0028653560713599647,0.023433685302734375,0.0005540761944231275,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6888888888888889,0.6853932584269663,0.7415730337078652,0.70528506034124,0.025699126008151173,425,0.8370786516853933,0.8268156424581006,0.8379888268156425,0.8339610403197121,0.005066204209759221,RandomForestClassifier,5-7,"[True, None, False]",12,12,210,
477,0.33675718307495117,0.006784349347006247,0.023880640665690105,0.00032370163058081686,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7,0.6741573033707865,0.7415730337078652,0.7052434456928839,0.02777097365081145,435,0.8370786516853933,0.8268156424581006,0.8491620111731844,0.8376854351055595,0.009132950902341116,RandomForestClassifier,5-7,"[True, None, False]",12,12,220,
478,0.3484361171722412,0.0007687692629776056,0.025722821553548176,0.0009921985096351393,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7,0.7078651685393258,0.7640449438202247,0.7239700374531836,0.028518576510564015,308,0.8258426966292135,0.8268156424581006,0.8435754189944135,0.8320779193605757,0.008139657211007487,RandomForestClassifier,5-7,"[True, None, False]",12,12,230,
479,0.3643294970194499,0.003598039882306158,0.02644666035970052,0.0004402687832288388,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7111111111111111,0.6966292134831461,0.7528089887640449,0.7201831044527673,0.02381550734355472,329,0.8314606741573034,0.8268156424581006,0.8435754189944135,0.8339505785366058,0.00706504282838342,RandomForestClassifier,5-7,"[True, None, False]",12,12,240,
0,0.08539644877115886,0.0005862991714120064,0.006617148717244466,0.00035671596472339727,42,"{'n_estimators': 30, 'random_state': 42}",0.6666666666666666,0.5730337078651685,0.7303370786516854,0.6566791510611735,0.06460598768007798,17,0.7471910112359551,0.7541899441340782,0.8100558659217877,0.770478940430607,0.028130600644481536,AdaBoostClassifier,5-7,"[True, None, False]",,,30,
1,0.11318612098693848,0.00026961842022255565,0.007531325022379558,0.000250585173104753,42,"{'n_estimators': 40, 'random_state': 42}",0.6555555555555556,0.6067415730337079,0.7078651685393258,0.6567207657095298,0.04129175606198045,16,0.7471910112359551,0.7150837988826816,0.7597765363128491,0.7406837821438286,0.01881698200373868,AdaBoostClassifier,5-7,"[True, None, False]",,,40,
2,0.14320906003316244,0.001953394757710618,0.009186506271362305,0.00017446712928478387,42,"{'n_estimators': 50, 'random_state': 42}",0.6444444444444445,0.6067415730337079,0.6966292134831461,0.6492717436537662,0.03685488741568394,21,0.7640449438202247,0.7374301675977654,0.7988826815642458,0.7667859309940787,0.02516263931858159,AdaBoostClassifier,5-7,"[True, None, False]",,,50,
3,0.1717681090037028,0.0008354333375977306,0.01067805290222168,0.0001431585279740201,42,"{'n_estimators': 60, 'random_state': 42}",0.5888888888888889,0.5842696629213483,0.7303370786516854,0.6344985434873075,0.06779431111322479,22,0.7415730337078652,0.7486033519553073,0.8212290502793296,0.7704684786475008,0.03600771276599504,AdaBoostClassifier,5-7,"[True, None, False]",,,60,
4,0.1998616854349772,0.0014943956508396527,0.01245411237080892,0.00012434640683112568,42,"{'n_estimators': 70, 'random_state': 42}",0.6333333333333333,0.5955056179775281,0.7303370786516854,0.6530586766541823,0.05678437328306517,18,0.7640449438202247,0.776536312849162,0.8715083798882681,0.8040298788525515,0.04798624560972077,AdaBoostClassifier,5-7,"[True, None, False]",,,70,
5,0.22914441426595053,0.0024788509524714627,0.0137937863667806,0.0001266443844597389,42,"{'n_estimators': 80, 'random_state': 42}",0.6111111111111112,0.651685393258427,0.7078651685393258,0.6568872243029547,0.039670570047727005,14,0.7528089887640449,0.7821229050279329,0.8156424581005587,0.7835247839641788,0.025670802683588116,AdaBoostClassifier,5-7,"[True, None, False]",,,80,
6,0.25667373339335126,0.002140389824638544,0.015810489654541016,0.00029487646104116733,42,"{'n_estimators': 90, 'random_state': 42}",0.6333333333333333,0.6292134831460674,0.7078651685393258,0.6568039950062422,0.03614485554287672,15,0.7865168539325843,0.776536312849162,0.7877094972067039,0.7835875546628167,0.0050096977840185285,AdaBoostClassifier,5-7,"[True, None, False]",,,90,
7,0.28511683146158856,0.000704190071853526,0.017484505971272785,0.0008803152958210746,42,"{'n_estimators': 100, 'random_state': 42}",0.7,0.6292134831460674,0.7191011235955056,0.6827715355805243,0.03866576406488237,5,0.8426966292134831,0.776536312849162,0.8212290502793296,0.8134873307806583,0.027558997695294168,AdaBoostClassifier,5-7,"[True, None, False]",,,100,
8,0.3152577877044678,0.0019239401802337377,0.019191980361938477,0.00021496499219219884,42,"{'n_estimators': 110, 'random_state': 42}",0.6666666666666666,0.6292134831460674,0.6853932584269663,0.6604244694132335,0.02335616346300838,12,0.8202247191011236,0.7821229050279329,0.7877094972067039,0.7966857071119201,0.016800125339093447,AdaBoostClassifier,5-7,"[True, None, False]",,,110,
9,0.3416917324066162,0.00225075622071392,0.020653327306111652,0.000685301496652632,42,"{'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.6629213483146067,0.675364128173117,0.009331522360081524,7,0.8426966292134831,0.7932960893854749,0.7597765363128491,0.7985897516372691,0.03405830879231962,AdaBoostClassifier,5-7,"[True, None, False]",,,120,
10,0.3702691396077474,0.003443392832787538,0.022418101628621418,0.0003880513827322675,42,"{'n_estimators': 130, 'random_state': 42}",0.6888888888888889,0.6629213483146067,0.6853932584269663,0.6790678318768206,0.011506130442803488,6,0.8539325842696629,0.8044692737430168,0.776536312849162,0.8116460569539473,0.03200182672277194,AdaBoostClassifier,5-7,"[True, None, False]",,,130,
11,0.3984048366546631,0.0017425002212110342,0.0249630610148112,0.0008946153317844623,42,"{'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.6966292134831461,0.6828547648772368,0.009851515434373443,4,0.848314606741573,0.8156424581005587,0.8044692737430168,0.8228087795283828,0.01860323320543571,AdaBoostClassifier,5-7,"[True, None, False]",,,140,
12,0.42677823702494305,0.0010319734839061027,0.024703423182169598,0.0004222707071394816,42,"{'n_estimators': 150, 'random_state': 42}",0.7222222222222222,0.6966292134831461,0.6966292134831461,0.7051602163961714,0.012064660020244857,2,0.8876404494382022,0.8100558659217877,0.8156424581005587,0.8377795911535162,0.03533064198593182,AdaBoostClassifier,5-7,"[True, None, False]",,,150,
13,0.45494961738586426,0.0025557982679690005,0.026128768920898438,0.00032399959161030973,42,"{'n_estimators': 160, 'random_state': 42}",0.6555555555555556,0.6853932584269663,0.7303370786516854,0.690428630878069,0.03073635503151758,3,0.8202247191011236,0.776536312849162,0.8491620111731844,0.8153076810411566,0.0298524813231703,AdaBoostClassifier,5-7,"[True, None, False]",,,160,
14,0.4824947516123454,0.006882340043570001,0.02817845344543457,0.00035305039508691467,42,"{'n_estimators': 170, 'random_state': 42}",0.7111111111111111,0.6741573033707865,0.7303370786516854,0.7052018310445277,0.023312821662939978,1,0.8595505617977528,0.776536312849162,0.8379888268156425,0.8246919004875192,0.035170513876032636,AdaBoostClassifier,5-7,"[True, None, False]",,,170,
15,0.5102620124816895,0.0010107238380591412,0.03078492482503255,0.0023682080724700856,42,"{'n_estimators': 180, 'random_state': 42}",0.6222222222222222,0.6629213483146067,0.7191011235955056,0.6680815647107782,0.03971860401847879,8,0.8426966292134831,0.7988826815642458,0.8435754189944135,0.8283849099240475,0.020864310460931138,AdaBoostClassifier,5-7,"[True, None, False]",,,180,
16,0.5430761973063151,0.0033478864294873155,0.03274726867675781,0.0025395792848712058,42,"{'n_estimators': 190, 'random_state': 42}",0.6333333333333333,0.6292134831460674,0.6966292134831461,0.6530586766541823,0.030854897515785608,18,0.8426966292134831,0.7932960893854749,0.8212290502793296,0.8190739229594293,0.02022517843593955,AdaBoostClassifier,5-7,"[True, None, False]",,,190,
17,0.5666743119557699,0.0026095801053676077,0.03225843111673991,9.3597910042096e-05,42,"{'n_estimators': 200, 'random_state': 42}",0.6444444444444445,0.6404494382022472,0.6966292134831461,0.6605076987099459,0.025593786887337683,11,0.8258426966292135,0.7653631284916201,0.8156424581005587,0.8022827610737974,0.026436157928269248,AdaBoostClassifier,5-7,"[True, None, False]",,,200,
18,0.5946396986643473,0.004265883470465476,0.03401319185892741,9.038157319889537e-05,42,"{'n_estimators': 210, 'random_state': 42}",0.6444444444444445,0.6629213483146067,0.6853932584269663,0.6642530170620059,0.016743781888279068,9,0.8202247191011236,0.7877094972067039,0.8268156424581006,0.8115832862553093,0.017094412738813645,AdaBoostClassifier,5-7,"[True, None, False]",,,210,
19,0.6274490356445312,0.005066473421721024,0.0357962449391683,0.00040739693264080267,42,"{'n_estimators': 220, 'random_state': 42}",0.6666666666666666,0.6404494382022472,0.6741573033707865,0.6604244694132334,0.014451731464157569,13,0.848314606741573,0.7932960893854749,0.8324022346368715,0.8246709769213064,0.023116928463994796,AdaBoostClassifier,5-7,"[True, None, False]",,,220,
20,0.6534153620402018,0.0011605062863197203,0.03827937444051107,0.0013191985643285582,42,"{'n_estimators': 230, 'random_state': 42}",0.6555555555555556,0.651685393258427,0.6853932584269663,0.6642114024136497,0.015060938597980071,10,0.848314606741573,0.8100558659217877,0.8491620111731844,0.8358441612788483,0.01823835987938473,AdaBoostClassifier,5-7,"[True, None, False]",,,230,
21,0.6815299987792969,0.002295117089082167,0.03978395462036133,0.0020669524416408727,42,"{'n_estimators': 240, 'random_state': 42}",0.6444444444444445,0.651685393258427,0.6629213483146067,0.6530170620058261,0.007601710351247862,20,0.8314606741573034,0.7988826815642458,0.8659217877094972,0.8320883811436821,0.02737219940297252,AdaBoostClassifier,5-7,"[True, None, False]",,,240,
0,0.33792583147684735,0.0013632760222658468,0.0017971197764078777,0.00018237388485116735,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8222222222222222,0.7752808988764045,0.7640449438202247,0.7871826883062839,0.025197729716395362,66,0.9775280898876404,0.9776536312849162,0.9888268156424581,0.9813361789383382,0.00529692796725538,GradientBoostingClassifier,5-7,"[True, None, False]",,,30,0.05
1,0.452071746190389,0.0034359942119695855,0.0016964276631673176,2.7753215263007035e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8555555555555555,0.8202247191011236,0.7640449438202247,0.8132750728256347,0.03768086342393116,64,1.0,0.9888268156424581,0.994413407821229,0.994413407821229,0.004561433413004051,GradientBoostingClassifier,5-7,"[True, None, False]",,,40,0.05
2,0.5638601779937744,0.0010161205725782614,0.0018027623494466145,5.025161361929976e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8666666666666667,0.8089887640449438,0.7752808988764045,0.8169787765293384,0.03773344991100528,61,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,GradientBoostingClassifier,5-7,"[True, None, False]",,,50,0.05
3,0.6818180084228516,0.0010025658211252374,0.0018801689147949219,3.343701927156405e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8777777777777778,0.8202247191011236,0.7752808988764045,0.824427798585102,0.041949588428590284,58,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,GradientBoostingClassifier,5-7,"[True, None, False]",,,60,0.05
4,0.7950448989868164,0.005131590713987696,0.0021828810373942056,9.38909868010791e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.8666666666666667,0.8089887640449438,0.7640449438202247,0.8132334581772783,0.042002520330735676,65,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,70,0.05
5,0.9100780487060547,0.001788484709553847,0.0019976298014322915,9.248947477961321e-06,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.8444444444444444,0.8202247191011236,0.7752808988764045,0.8133166874739909,0.028655304158296,62,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,80,0.05
6,1.0289994875590007,0.0019846553915631366,0.002088626225789388,2.3779257075981207e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.8444444444444444,0.8089887640449438,0.7865168539325843,0.8133166874739909,0.023846028691492258,62,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,90,0.05
7,1.1352825164794922,0.003003856301612199,0.0020933151245117188,3.555608992953168e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.8444444444444444,0.8089887640449438,0.797752808988764,0.8170620058260507,0.019898243306444532,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,100,0.05
8,1.243815501530965,0.007650767958537063,0.002206722895304362,1.2453171424305626e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.8444444444444444,0.8314606741573034,0.797752808988764,0.8245526425301706,0.019677701103916905,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,110,0.05
9,1.353633165359497,0.00725463850346906,0.0022205511728922525,7.298110015016606e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.8555555555555555,0.8314606741573034,0.8089887640449438,0.8320016645859342,0.019014661376266076,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,120,0.05
10,1.4781723022460938,0.008637626886778374,0.002427816390991211,9.22358462637848e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.8555555555555555,0.8314606741573034,0.8089887640449438,0.8320016645859342,0.019014661376266076,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,130,0.05
11,1.5952667395273845,0.0036953428933845377,0.0023660659790039062,3.0308869071663354e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.8555555555555555,0.8314606741573034,0.8089887640449438,0.8320016645859342,0.019014661376266076,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,140,0.05
12,1.708012342453003,0.008593636385038532,0.002532402674357096,0.00018061497334125498,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.8555555555555555,0.8314606741573034,0.8089887640449438,0.8320016645859342,0.019014661376266076,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,150,0.05
13,1.827908198038737,0.007451942986434712,0.0024663607279459634,2.5605558478803343e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.8555555555555555,0.8426966292134831,0.8089887640449438,0.8357469829379941,0.01963567680548187,47,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,160,0.05
14,1.9330576260884602,0.008763762809389855,0.0025696754455566406,2.0621024918548976e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.8089887640449438,0.8431960049937578,0.02474052968472426,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,170,0.05
15,2.0423471132914224,0.004674049597581245,0.002596775690714518,6.894993125803861e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.8089887640449438,0.8431960049937578,0.02474052968472426,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,180,0.05
16,2.148819923400879,0.004641535939209804,0.0026486714680989585,1.7381497499058177e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.8444444444444444,0.8539325842696629,0.8314606741573034,0.8432792342904701,0.009211043084315864,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,190,0.05
17,2.2701145807902017,0.004569036072172784,0.0028482278188069663,0.00025755875022237014,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.8202247191011236,0.8469413233458177,0.01959373914288485,40,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,200,0.05
18,2.394843022028605,0.007029093695792427,0.0028084119160970054,5.040070767283577e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.8314606741573034,0.8506866416978776,0.014554898019265584,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,210,0.05
19,2.5067686239878335,0.005470301390706186,0.002863645553588867,7.488342593253572e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.8314606741573034,0.8506866416978776,0.014554898019265584,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,220,0.05
20,2.625080426534017,0.0030426951436454677,0.002948919932047526,6.396385344705536e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.8314606741573034,0.8506866416978776,0.014554898019265584,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,230,0.05
21,2.7316620349884033,0.00503672878186295,0.0029681523640950522,3.2608093005702725e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.8314606741573034,0.8506866416978776,0.014554898019265584,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,240,0.05
22,0.3399662971496582,0.0014449680650788135,0.0016532739003499348,1.8785541678608954e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8666666666666667,0.8314606741573034,0.7865168539325843,0.8282147315855181,0.03280142504741336,54,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,GradientBoostingClassifier,5-7,"[True, None, False]",,,30,0.1
23,0.45285622278849286,0.0017819133275062704,0.0016829967498779297,5.371283623561526e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.8666666666666667,0.8089887640449438,0.797752808988764,0.8244694132334581,0.030188494712234826,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,40,0.1
24,0.5658148129781088,0.0017527223031143216,0.0017902851104736328,4.152774418400026e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.8555555555555555,0.8089887640449438,0.7865168539325843,0.8170203911776945,0.028751415689736805,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,50,0.1
25,0.6796447436014811,0.003159240226863366,0.0019031365712483723,3.335664420549996e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.8555555555555555,0.8314606741573034,0.797752808988764,0.8282563462338742,0.023706400904211965,53,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,60,0.1
26,0.7956943511962891,0.001322251599023297,0.001974821090698242,4.9898451207839235e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.8555555555555555,0.8202247191011236,0.797752808988764,0.8245110278818144,0.02379171718461073,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,70,0.1
27,0.9088939825693766,0.0032416551359884327,0.001988490422566732,1.9862174069443295e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.8666666666666667,0.8202247191011236,0.8089887640449438,0.8319600499375781,0.02496629200997505,52,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,80,0.1
28,1.0238052209218342,0.0038664187624983613,0.002098242441813151,1.1682240056999816e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.8666666666666667,0.8426966292134831,0.8089887640449438,0.8394506866416979,0.023658504039699737,46,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,90,0.1
29,1.1399560769399006,0.003483530621992032,0.0022373199462890625,0.00019621342088122336,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.8666666666666667,0.8539325842696629,0.8202247191011236,0.8469413233458177,0.01959373914288485,40,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,100,0.1
30,1.2584144274393718,0.0005805523352482818,0.0024872620900472007,0.0002981956195238014,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.8666666666666667,0.8651685393258427,0.8089887640449438,0.8469413233458178,0.026843480456119388,39,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,110,0.1
31,1.3697728315989177,0.0017048140610911968,0.002370913823445638,8.907847634930628e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.8202247191011236,0.8543903454015814,0.024701089570588277,26,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,120,0.1
32,1.4952184359232585,0.0017110138781534815,0.002398888270060221,3.340375799960156e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.8202247191011236,0.8543903454015814,0.024701089570588277,26,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,130,0.1
33,1.6096683343251545,0.0075421449437969535,0.0024602413177490234,1.8917879509808897e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.8777777777777778,0.8651685393258427,0.8202247191011236,0.8543903454015814,0.024701089570588277,26,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,140,0.1
34,1.7177417278289795,0.006207846564658319,0.0025325616200764975,2.765404298853235e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.8777777777777778,0.8539325842696629,0.8314606741573034,0.8543903454015812,0.018911648630546223,29,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,150,0.1
35,1.8429714838663738,0.010220413834460965,0.002614100774129232,0.00018168688128953968,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8202247191011236,0.8581356637536413,0.026812947993534255,6,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,160,0.1
36,1.9546995162963867,0.006950797756054334,0.0026879310607910156,0.00020540734950795953,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8202247191011236,0.8581356637536413,0.026812947993534255,6,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,170,0.1
37,2.061690012613932,0.010390711402317494,0.002741734186808268,8.012787774675629e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8202247191011236,0.8581356637536413,0.026812947993534255,6,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,180,0.1
38,2.177024523417155,0.007930816013645085,0.002744913101196289,2.5488124418126332e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8202247191011236,0.8581356637536413,0.026812947993534255,6,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,190,0.1
39,2.2981481552124023,0.0026105916211777284,0.002771457036336263,7.791786015481781e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8202247191011236,0.8581356637536413,0.026812947993534255,6,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,200,0.1
40,2.406362215677897,0.008895162288442258,0.0030406316121419272,0.00019318088410183999,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8089887640449438,0.8543903454015812,0.03210866102350785,29,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,210,0.1
41,2.5182815392812095,0.0097768825480476,0.0028589566548665366,3.608680454625203e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.8777777777777778,0.8764044943820225,0.8314606741573034,0.8618809821057013,0.02151771097766955,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,220,0.1
42,2.641949494679769,0.008994441628725917,0.0030466715494791665,7.757226922345379e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.8666666666666667,0.8764044943820225,0.8314606741573034,0.8581772784019975,0.019305250217306072,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,230,0.1
43,2.7514400482177734,0.009576301548649474,0.003045161565144857,6.98150866297699e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.8666666666666667,0.8764044943820225,0.8089887640449438,0.8506866416978776,0.02975165062897373,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,240,0.1
44,0.3428374131520589,0.0008508947284055599,0.0016171932220458984,4.1465645222300844e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.8555555555555555,0.8651685393258427,0.8202247191011236,0.8469829379941739,0.019323631007797132,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,30,0.5
45,0.4609742959340413,0.0012263927932115296,0.0017309983571370442,7.161488079150152e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.8555555555555555,0.8426966292134831,0.8202247191011236,0.8394923012900541,0.014600634443363616,45,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,40,0.5
46,0.5729862848917643,0.0031988078347389747,0.0017747879028320312,9.826394091335127e-06,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.8555555555555555,0.8651685393258427,0.8539325842696629,0.8582188930503537,0.0049586084381623005,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,50,0.5
47,0.6881455580393473,0.0012646578816349959,0.0018418629964192708,2.434309605798931e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.8555555555555555,0.8426966292134831,0.8539325842696629,0.8507282563462338,0.005717737591528161,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,60,0.5
48,0.8050009409586588,0.002798756656166238,0.002167860666910807,0.00032527112370365764,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.8555555555555555,0.8764044943820225,0.8426966292134831,0.8582188930503537,0.013889446077592068,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,70,0.5
49,0.914635976155599,0.0019501698347395183,0.0020287036895751953,2.0575951586142937e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8426966292134831,0.8507282563462338,0.005717737591528161,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,80,0.5
50,1.005120038986206,0.04808641916048787,0.0021588007609049478,0.00012552118668499366,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.8555555555555555,0.8651685393258427,0.8539325842696629,0.8582188930503537,0.0049586084381623005,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,90,0.5
51,1.051987091700236,0.07001425478352793,0.002342383066813151,0.00019980836203462103,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,100,0.5
52,1.0566973686218262,0.06733332675326874,0.0020519892374674478,3.292958684920951e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,110,0.5
53,1.0781047344207764,0.06751713153049442,0.0023693243662516275,0.00016928349663776536,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,120,0.5
54,1.0883445739746094,0.06932155729522889,0.002146005630493164,3.445787766483243e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,130,0.5
55,1.1024792194366455,0.06567667328239858,0.002177556355794271,1.610262131149119e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,140,0.5
56,1.1189056237538655,0.0660637778459401,0.002180020014444987,3.359719256122764e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,150,0.5
57,1.1252179145812988,0.06598613621823585,0.0022493998209635415,8.657983578110628e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,160,0.5
58,1.1317018667856853,0.06249615105068083,0.0022225379943847656,1.8846633032319125e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,170,0.5
59,1.1546367009480794,0.0717549931050563,0.0022341410319010415,5.828487733059958e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,180,0.5
60,1.1661035219828289,0.0685442982492899,0.002292474110921224,3.865339639938948e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,190,0.5
61,1.1834803422292073,0.06782075120667311,0.0022592544555664062,2.9671381351669397e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,200,0.5
62,1.2009921073913574,0.06679310084297414,0.0025278727213541665,0.00034530299984868445,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,210,0.5
63,1.2226121425628662,0.07858109218578381,0.0023163954416910806,4.223771282883379e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,220,0.5
64,1.229620377222697,0.06770597720060578,0.002375364303588867,0.0001297734614177409,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,230,0.5
65,1.2360464731852214,0.07281096196440921,0.0022998650868733725,2.6169870888215573e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.8555555555555555,0.8539325842696629,0.8539325842696629,0.8544735746982938,0.0007650760012838131,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, None, False]",,,240,0.5
0,0.006923119227091472,0.0009716403439355224,0.0008654594421386719,1.436195736101404e-05,42,{'random_state': 42},0.8522727272727273,0.8160919540229885,0.8505747126436781,0.8396464646464646,0.016669973834286676,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-14,"[True, None, False]",,,,
0,0.016483386357625324,0.0007267427539552132,0.0023714701334635415,3.798087703184156e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7954545454545454,0.8390804597701149,0.8045977011494253,0.8130442354580286,0.01878497726619442,275,0.8505747126436781,0.8914285714285715,0.8971428571428571,0.8797153804050356,0.02073719932053644,RandomForestClassifier,5-14,"[True, None, False]",3,1,10,
1,0.03179311752319336,0.00023569554754309923,0.0034685134887695312,0.00015123420010739215,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8390804597701149,0.8206635318704284,0.013561910820956128,249,0.8620689655172413,0.88,0.9142857142857143,0.8854515599343186,0.021663130618257913,RandomForestClassifier,5-14,"[True, None, False]",3,1,20,
2,0.046125332514444985,0.0002072629021591263,0.004456837972005208,8.188427777672787e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8522727272727273,0.8160919540229885,0.8275862068965517,0.8319836293974224,0.015094482032089893,214,0.8563218390804598,0.8914285714285715,0.9257142857142857,0.8911548987411056,0.028330008648216044,RandomForestClassifier,5-14,"[True, None, False]",3,1,30,
3,0.06216835975646973,0.00025777426020588717,0.005496025085449219,2.6446915156137883e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8522727272727273,0.8160919540229885,0.8160919540229885,0.8281522117729013,0.01705578007564209,226,0.8563218390804598,0.8742857142857143,0.9257142857142857,0.88544061302682,0.029406934974597797,RandomForestClassifier,5-14,"[True, None, False]",3,1,40,
4,0.07829054196675618,0.001220401437512213,0.006403207778930664,0.00011260342315713324,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8409090909090909,0.8275862068965517,0.8160919540229885,0.8281957506095438,0.010140717543955244,225,0.8563218390804598,0.8742857142857143,0.9314285714285714,0.8873453749315819,0.032022610378102466,RandomForestClassifier,5-14,"[True, None, False]",3,1,50,
5,0.09771315256754558,0.0005026446590560808,0.008151531219482422,0.00047457472199162015,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8295454545454546,0.8160919540229885,0.8160919540229885,0.8205764541971439,0.006342040966755016,254,0.8620689655172413,0.8742857142857143,0.9371428571428572,0.8911658456486043,0.0328909960027056,RandomForestClassifier,5-14,"[True, None, False]",3,1,60,
6,0.10965696970621745,0.0008616495020897563,0.010222673416137695,0.0019160496711173162,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8181818181818182,0.8160919540229885,0.8275862068965517,0.8206199930337861,0.0049991989182888484,251,0.8505747126436781,0.8742857142857143,0.9371428571428572,0.8873344280240832,0.03652590503717518,RandomForestClassifier,5-14,"[True, None, False]",3,1,70,
7,0.1246328353881836,0.0017087711664409478,0.009523630142211914,0.00012674378906154306,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8181818181818182,0.8160919540229885,0.8275862068965517,0.8206199930337861,0.0049991989182888484,251,0.8505747126436781,0.8742857142857143,0.9371428571428572,0.8873344280240832,0.03652590503717518,RandomForestClassifier,5-14,"[True, None, False]",3,1,80,
8,0.14011176427205405,0.00142840394874985,0.01073606808980306,0.00015426367869421722,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8181818181818182,0.8160919540229885,0.8160919540229885,0.816788575409265,0.0009851714123114785,270,0.8448275862068966,0.8742857142857143,0.9314285714285714,0.8835139573070608,0.03595184753979464,RandomForestClassifier,5-14,"[True, None, False]",3,1,90,
9,0.15644415219624838,0.002195777094407351,0.011617819468180338,0.0001610578629869135,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8505747126436781,0.8742857142857143,0.9314285714285714,0.8854296661193213,0.03393599236753587,RandomForestClassifier,5-14,"[True, None, False]",3,1,100,
10,0.16998004913330078,0.0009911721501685215,0.013597965240478516,0.0006674467832165041,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8505747126436781,0.8742857142857143,0.9314285714285714,0.8854296661193213,0.03393599236753587,RandomForestClassifier,5-14,"[True, None, False]",3,1,110,
11,0.18761285146077475,0.0019174918273211587,0.01470200220743815,0.0013035149156221592,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8505747126436781,0.8742857142857143,0.9314285714285714,0.8854296661193213,0.03393599236753587,RandomForestClassifier,5-14,"[True, None, False]",3,1,120,
12,0.20154817899068198,0.0010438788831081053,0.015495061874389648,0.0009401701846093406,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8505747126436781,0.8742857142857143,0.9371428571428572,0.8873344280240832,0.03652590503717518,RandomForestClassifier,5-14,"[True, None, False]",3,1,130,
13,0.21424158414204916,0.0003369735658185556,0.015540440877278646,0.0001715719835029277,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8563218390804598,0.8742857142857143,0.9371428571428572,0.8892501368363438,0.03465024960820081,RandomForestClassifier,5-14,"[True, None, False]",3,1,140,
14,0.22948249181111655,0.002492169859011393,0.01675581932067871,6.19190997618972e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8563218390804598,0.8742857142857143,0.9314285714285714,0.8873453749315819,0.032022610378102466,RandomForestClassifier,5-14,"[True, None, False]",3,1,150,
15,0.24836293856302896,0.0013619519421241358,0.017836252848307293,0.00024194746957621467,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8448275862068966,0.8742857142857143,0.9257142857142857,0.8816091954022989,0.03342543513601974,RandomForestClassifier,5-14,"[True, None, False]",3,1,160,
16,0.2606152693430583,0.000682141299900606,0.01887400945027669,0.00019348127567004372,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8563218390804598,0.8742857142857143,0.9257142857142857,0.88544061302682,0.029406934974597797,RandomForestClassifier,5-14,"[True, None, False]",3,1,170,
17,0.27422340710957843,0.00042197862902884035,0.01954309145609538,0.0002106768101154999,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8448275862068966,0.8742857142857143,0.9257142857142857,0.8816091954022989,0.03342543513601974,RandomForestClassifier,5-14,"[True, None, False]",3,1,180,
18,0.29352299372355145,0.005870745971189699,0.021311044692993164,0.0005279396007247063,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8390804597701149,0.8742857142857143,0.92,0.8777887246852765,0.03312799731494575,RandomForestClassifier,5-14,"[True, None, False]",3,1,190,
19,0.3102087179819743,0.006168139224095954,0.022184371948242188,0.0004957420034868049,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8448275862068966,0.8742857142857143,0.92,0.8797044334975369,0.030927278544922387,RandomForestClassifier,5-14,"[True, None, False]",3,1,200,
20,0.3207706610361735,0.002699925288030307,0.022328694661458332,0.0005807583069305163,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8448275862068966,0.8742857142857143,0.9257142857142857,0.8816091954022989,0.03342543513601974,RandomForestClassifier,5-14,"[True, None, False]",3,1,210,
21,0.3376325766245524,0.001174057933255637,0.023444414138793945,0.00018137412975829026,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8448275862068966,0.8742857142857143,0.9371428571428572,0.8854187192118227,0.0385009537631517,RandomForestClassifier,5-14,"[True, None, False]",3,1,220,
22,0.34854737917582196,0.0002581877151603879,0.024610201517740887,0.000361842138274033,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8448275862068966,0.8742857142857143,0.9257142857142857,0.8816091954022989,0.03342543513601974,RandomForestClassifier,5-14,"[True, None, False]",3,1,230,
23,0.3620545069376628,0.003786671288396187,0.025682528813680012,0.0001493316815690959,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8390804597701149,0.8742857142857143,0.9257142857142857,0.8796934865900384,0.03557422241270384,RandomForestClassifier,5-14,"[True, None, False]",3,1,240,
24,0.015663544336954754,0.00016768136848553252,0.0022159417470296225,3.5137610754398315e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8068181818181818,0.8390804597701149,0.8160919540229885,0.8206635318704283,0.013561910820956128,250,0.8390804597701149,0.8914285714285715,0.8914285714285715,0.8739792008757526,0.024677136490670125,RandomForestClassifier,5-14,"[True, None, False]",3,3,10,
25,0.03130030632019043,0.00030510989858837257,0.0036252339680989585,0.00016921834116723376,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8295454545454546,0.8160919540229885,0.8160919540229885,0.8205764541971439,0.006342040966755016,254,0.8563218390804598,0.8742857142857143,0.8971428571428571,0.8759168035030105,0.016704973669314324,RandomForestClassifier,5-14,"[True, None, False]",3,3,20,
26,0.0455483595530192,9.374719049831739e-05,0.004445791244506836,1.2633935260288019e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8636363636363636,0.8160919540229885,0.8160919540229885,0.8319400905607802,0.02241264963008563,224,0.8620689655172413,0.8685714285714285,0.9085714285714286,0.8797372742200329,0.02056091517601383,RandomForestClassifier,5-14,"[True, None, False]",3,3,30,
27,0.060901800791422524,0.0005262469419730314,0.005467653274536133,0.0001032520373036026,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8409090909090909,0.8160919540229885,0.8160919540229885,0.8243643329850228,0.011698910521198553,242,0.8505747126436781,0.8685714285714285,0.9085714285714286,0.8759058565955117,0.02423840121833381,RandomForestClassifier,5-14,"[True, None, False]",3,3,40,
28,0.07783651351928711,0.001329396170990587,0.006712039311726888,0.00015827837563042578,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8068181818181818,0.8275862068965517,0.8160919540229885,0.8168321142459073,0.008494649071842978,262,0.8505747126436781,0.8742857142857143,0.92,0.8816201423097975,0.02881334189754589,RandomForestClassifier,5-14,"[True, None, False]",3,3,50,
29,0.09238251050313313,0.0009226848365044937,0.007418394088745117,4.9258686315130766e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8620689655172413,0.8742857142857143,0.9257142857142857,0.8873563218390804,0.02757791727822172,RandomForestClassifier,5-14,"[True, None, False]",3,3,60,
30,0.10673340161641438,0.00039339760732448706,0.00872055689493815,0.0003237893038201158,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8620689655172413,0.8685714285714285,0.9314285714285714,0.8873563218390804,0.03127664617944788,RandomForestClassifier,5-14,"[True, None, False]",3,3,70,
31,0.12276466687520345,0.0010690453418811486,0.009799321492513021,0.00040446367270173967,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7954545454545454,0.8160919540229885,0.8160919540229885,0.8092128178335075,0.009728567696575647,317,0.8390804597701149,0.8742857142857143,0.9257142857142857,0.8796934865900384,0.03557422241270384,RandomForestClassifier,5-14,"[True, None, False]",3,3,80,
32,0.13770453135172525,6.025416084303301e-05,0.010695616404215494,0.000150215225854338,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8160919540229885,0.8054249390456286,0.015085437251019185,320,0.8390804597701149,0.8685714285714285,0.9257142857142857,0.8777887246852764,0.03596362847997947,RandomForestClassifier,5-14,"[True, None, False]",3,3,90,
33,0.15332349141438803,0.002326750862138705,0.011671940485636393,0.00020791816470450912,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8333333333333334,0.8742857142857143,0.9257142857142857,0.8777777777777778,0.03779511406939084,RandomForestClassifier,5-14,"[True, None, False]",3,3,100,
34,0.1667194366455078,0.0005796665181959014,0.012503306070963541,0.00011408560838096634,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8390804597701149,0.8742857142857143,0.9257142857142857,0.8796934865900384,0.03557422241270384,RandomForestClassifier,5-14,"[True, None, False]",3,3,110,
35,0.18332576751708984,0.001491685092170934,0.013456503550211588,0.0007983186695925582,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8390804597701149,0.8742857142857143,0.9257142857142857,0.8796934865900384,0.03557422241270384,RandomForestClassifier,5-14,"[True, None, False]",3,3,120,
36,0.20265436172485352,0.0025316518556623585,0.015390952428181967,0.0006693372303092299,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8390804597701149,0.8742857142857143,0.9257142857142857,0.8796934865900384,0.03557422241270384,RandomForestClassifier,5-14,"[True, None, False]",3,3,130,
37,0.21390692392985025,0.0014080337915778273,0.01572076479593913,0.00019015206600068863,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8390804597701149,0.8742857142857143,0.9257142857142857,0.8796934865900384,0.03557422241270384,RandomForestClassifier,5-14,"[True, None, False]",3,3,140,
38,0.23174452781677246,0.0022403797271518173,0.01657708485921224,0.00033955835596064155,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8333333333333334,0.8742857142857143,0.92,0.8758730158730158,0.03539931658967976,RandomForestClassifier,5-14,"[True, None, False]",3,3,150,
39,0.24359472592671713,0.0012906974306049332,0.019643545150756836,0.0023759501871303762,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8275862068965517,0.8742857142857143,0.92,0.8739573070607554,0.037728487710842515,RandomForestClassifier,5-14,"[True, None, False]",3,3,160,
40,0.2594810326894124,0.005093702340799437,0.01880224545796712,0.0004254178690859916,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,276,0.8275862068965517,0.8742857142857143,0.92,0.8739573070607554,0.037728487710842515,RandomForestClassifier,5-14,"[True, None, False]",3,3,170,
41,0.27382588386535645,0.004224369984375027,0.020444313685099285,0.0005634283975477245,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8181818181818182,0.8160919540229885,0.8275862068965517,0.8206199930337861,0.0049991989182888484,251,0.8333333333333334,0.8742857142857143,0.9257142857142857,0.8777777777777778,0.03779511406939084,RandomForestClassifier,5-14,"[True, None, False]",3,3,180,
42,0.28948179880777997,0.0010308762865294324,0.022183736165364582,0.001044864888612675,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8275862068965517,0.8168321142459073,0.00849464907184298,262,0.8333333333333334,0.8742857142857143,0.9257142857142857,0.8777777777777778,0.03779511406939084,RandomForestClassifier,5-14,"[True, None, False]",3,3,190,
43,0.3086753686269124,0.004396732299365247,0.02152403195699056,6.553528810738585e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8275862068965517,0.8168321142459073,0.00849464907184298,262,0.8333333333333334,0.8742857142857143,0.9257142857142857,0.8777777777777778,0.03779511406939084,RandomForestClassifier,5-14,"[True, None, False]",3,3,200,
44,0.32553641001383465,0.00250006533244762,0.023598114649454754,0.0008228881626192463,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8275862068965517,0.8168321142459073,0.00849464907184298,262,0.8333333333333334,0.8742857142857143,0.9257142857142857,0.8777777777777778,0.03779511406939084,RandomForestClassifier,5-14,"[True, None, False]",3,3,210,
45,0.3363962173461914,0.003040642238969939,0.023784955342610676,0.0002845221390082882,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8275862068965517,0.8168321142459073,0.00849464907184298,262,0.8275862068965517,0.8742857142857143,0.92,0.8739573070607554,0.037728487710842515,RandomForestClassifier,5-14,"[True, None, False]",3,3,220,
46,0.35039464632670086,0.0010983818153899655,0.027675390243530273,0.0017285336790410686,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8275862068965517,0.8168321142459073,0.00849464907184298,262,0.8275862068965517,0.8742857142857143,0.9257142857142857,0.8758620689655173,0.04007612451050506,RandomForestClassifier,5-14,"[True, None, False]",3,3,230,
47,0.3675634066263835,0.002783130244604978,0.02621777852376302,0.0009946103863462165,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8275862068965517,0.8168321142459073,0.00849464907184298,262,0.8275862068965517,0.8742857142857143,0.9257142857142857,0.8758620689655173,0.04007612451050506,RandomForestClassifier,5-14,"[True, None, False]",3,3,240,
48,0.016409953435262043,0.00016709568946482047,0.0023686885833740234,9.690241508060879e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.7816091954022989,0.8015064437478231,0.014569970979592685,336,0.8275862068965517,0.8742857142857143,0.8342857142857143,0.8453858784893269,0.02061748823382686,RandomForestClassifier,5-14,"[True, None, False]",3,6,10,
49,0.03159101804097494,0.00011792481678257582,0.003545522689819336,0.00019620830274594825,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.8160919540229885,0.8092563566701498,0.018402975777085395,308,0.8390804597701149,0.8742857142857143,0.8571428571428571,0.8568363437328954,0.014374119085585686,RandomForestClassifier,5-14,"[True, None, False]",3,6,20,
50,0.04688215255737305,0.00025768942098538345,0.0044825077056884766,0.00011310442703371448,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8181818181818182,0.8275862068965517,0.8045977011494253,0.8167885754092651,0.009436584593621773,269,0.8275862068965517,0.8742857142857143,0.8571428571428571,0.8530049261083744,0.019288214925738376,RandomForestClassifier,5-14,"[True, None, False]",3,6,30,
51,0.061513662338256836,0.0003837440167553248,0.005510250727335612,8.575169436769241e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8181818181818182,0.8045977011494253,0.8160919540229885,0.812957157784744,0.005972284291007409,301,0.7988505747126436,0.8742857142857143,0.88,0.8510454296661193,0.036980989963465424,RandomForestClassifier,5-14,"[True, None, False]",3,6,40,
52,0.0772107442220052,0.00024212940225828625,0.006458202997843425,0.00011073721007807289,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.8505747126436781,0.8160919540229885,0.8169191919191919,0.027148201605428465,261,0.8103448275862069,0.8857142857142857,0.8914285714285715,0.862495894909688,0.036950089152258885,RandomForestClassifier,5-14,"[True, None, False]",3,6,50,
53,0.09322706858317058,0.0013111441594089513,0.007680733998616536,6.165977504789603e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.8160919540229885,0.8092563566701498,0.018402975777085395,308,0.8160919540229885,0.8742857142857143,0.8914285714285715,0.8606020799124248,0.03224213462510611,RandomForestClassifier,5-14,"[True, None, False]",3,6,60,
54,0.10689624150594075,0.00046604570850098016,0.00854786237080892,1.3203501418588527e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7727272727272727,0.8275862068965517,0.8160919540229885,0.8054684778822709,0.023622296650010106,318,0.8218390804597702,0.8742857142857143,0.8914285714285715,0.8625177887246854,0.029603348541808117,RandomForestClassifier,5-14,"[True, None, False]",3,6,70,
55,0.1240707238515218,0.0022216116836500936,0.009621063868204752,0.00013697783114452843,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.8160919540229885,0.8092563566701498,0.018402975777085395,308,0.8103448275862069,0.88,0.8914285714285715,0.8605911330049261,0.035834540761653426,RandomForestClassifier,5-14,"[True, None, False]",3,6,80,
56,0.13643153508504233,0.0006591803421082994,0.010784308115641275,0.0004896340751708231,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.8160919540229885,0.8092563566701498,0.018402975777085395,308,0.8045977011494253,0.88,0.8857142857142857,0.8567706622879037,0.03696553954495098,RandomForestClassifier,5-14,"[True, None, False]",3,6,90,
57,0.15255451202392578,0.0034909152009665436,0.012077411015828451,0.0008120298646570664,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.8160919540229885,0.8092563566701498,0.018402975777085395,308,0.8045977011494253,0.88,0.8857142857142857,0.8567706622879037,0.03696553954495098,RandomForestClassifier,5-14,"[True, None, False]",3,6,100,
58,0.16463843981424967,0.0006978900294251275,0.01255178451538086,0.00011216388476120255,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8160919540229885,0.8054249390456286,0.015085437251019185,320,0.8160919540229885,0.88,0.8914285714285715,0.8625068418171867,0.03315025809789413,RandomForestClassifier,5-14,"[True, None, False]",3,6,110,
59,0.1837153434753418,0.0022277337786910756,0.013778289159138998,0.0002447142924724834,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8160919540229885,0.8054249390456286,0.015085437251019185,320,0.8045977011494253,0.88,0.8857142857142857,0.8567706622879037,0.03696553954495098,RandomForestClassifier,5-14,"[True, None, False]",3,6,120,
60,0.19546429316202799,0.0024907324288697703,0.015233119328816732,0.0003995704443999339,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8160919540229885,0.8054249390456286,0.015085437251019185,320,0.7988505747126436,0.88,0.8857142857142857,0.8548549534756432,0.03966972897796884,RandomForestClassifier,5-14,"[True, None, False]",3,6,130,
61,0.21006552378336588,0.0007093433511647491,0.015572468439737955,0.00018266373046123057,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7727272727272727,0.8160919540229885,0.8160919540229885,0.80163706025775,0.02044230680546272,334,0.7988505747126436,0.88,0.8914285714285715,0.856759715380405,0.04121289839264258,RandomForestClassifier,5-14,"[True, None, False]",3,6,140,
62,0.22960631052652994,0.002218579379906882,0.01703500747680664,0.00021937860702781975,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8160919540229885,0.8054249390456286,0.015085437251019185,320,0.8045977011494253,0.88,0.8857142857142857,0.8567706622879037,0.03696553954495098,RandomForestClassifier,5-14,"[True, None, False]",3,6,150,
63,0.24033180872599283,0.0019481845495648569,0.01818227767944336,0.0007474741480223173,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7727272727272727,0.8160919540229885,0.8160919540229885,0.80163706025775,0.02044230680546272,334,0.8103448275862069,0.88,0.8857142857142857,0.8586863711001641,0.034262145168197845,RandomForestClassifier,5-14,"[True, None, False]",3,6,160,
64,0.25429733594258624,0.0016647117111725685,0.018434604008992512,0.0002529132579918935,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8160919540229885,0.8054249390456286,0.015085437251019185,320,0.8045977011494253,0.8742857142857143,0.8857142857142857,0.8548659003831417,0.03584989030085447,RandomForestClassifier,5-14,"[True, None, False]",3,6,170,
65,0.2699278195699056,0.006090831125001515,0.020355224609375,0.0007470668035361295,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8160919540229885,0.8054249390456286,0.015085437251019185,320,0.8103448275862069,0.8742857142857143,0.8857142857142857,0.8567816091954024,0.0331655853346967,RandomForestClassifier,5-14,"[True, None, False]",3,6,180,
66,0.2872030735015869,0.003685276335508647,0.02109392484029134,0.0002633102914291884,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8160919540229885,0.8054249390456286,0.015085437251019185,320,0.8045977011494253,0.8742857142857143,0.8857142857142857,0.8548659003831417,0.03584989030085447,RandomForestClassifier,5-14,"[True, None, False]",3,6,190,
67,0.30063120524088544,0.0041642147498187326,0.022299448649088543,0.00042176933245847243,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8275862068965517,0.8092563566701497,0.018402975777085395,313,0.8103448275862069,0.8742857142857143,0.8857142857142857,0.8567816091954024,0.0331655853346967,RandomForestClassifier,5-14,"[True, None, False]",3,6,200,
68,0.3142554759979248,0.004528721227820957,0.022825082143147785,0.00011609170546971842,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8275862068965517,0.8092563566701497,0.018402975777085395,313,0.8045977011494253,0.8742857142857143,0.8914285714285715,0.8567706622879037,0.03754981396512269,RandomForestClassifier,5-14,"[True, None, False]",3,6,210,
69,0.33045490582784015,0.0031755196386154577,0.025144497553507488,0.002033545558324934,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7727272727272727,0.8160919540229885,0.8275862068965517,0.8054684778822709,0.023622296650010106,318,0.8045977011494253,0.8742857142857143,0.8914285714285715,0.8567706622879037,0.03754981396512269,RandomForestClassifier,5-14,"[True, None, False]",3,6,220,
70,0.34500924746195477,0.0008205533547111436,0.024874210357666016,0.00037739580060498746,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8275862068965517,0.8092563566701497,0.018402975777085395,313,0.8103448275862069,0.88,0.8914285714285715,0.8605911330049261,0.035834540761653426,RandomForestClassifier,5-14,"[True, None, False]",3,6,230,
71,0.36078619956970215,0.005285485030926474,0.026234229405721027,0.0008365355039793146,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8275862068965517,0.8092563566701497,0.018402975777085395,313,0.8045977011494253,0.8742857142857143,0.8914285714285715,0.8567706622879037,0.03754981396512269,RandomForestClassifier,5-14,"[True, None, False]",3,6,240,
72,0.016964038213094074,0.0009337509017212758,0.002473592758178711,3.4322891895700735e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8409090909090909,0.7701149425287356,0.7931034482758621,0.8013758272378961,0.029487591192382052,337,0.8390804597701149,0.8685714285714285,0.8171428571428572,0.8415982484948001,0.021070974267026372,RandomForestClassifier,5-14,"[True, None, False]",3,9,10,
73,0.03129712740580241,0.0010566784108291052,0.0035568873087565103,0.00011363079393584656,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.7931034482758621,0.7670672239637758,0.038495226265106236,478,0.8160919540229885,0.8342857142857143,0.8057142857142857,0.8186973180076628,0.01180882646646256,RandomForestClassifier,5-14,"[True, None, False]",3,9,20,
74,0.046663522720336914,0.0003377955174572818,0.004621028900146484,0.0001956547560885573,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8045977011494253,0.7708986415882967,0.04136125318023295,471,0.8218390804597702,0.84,0.8514285714285714,0.8377558839627804,0.012183637566823573,RandomForestClassifier,5-14,"[True, None, False]",3,9,30,
75,0.06052827835083008,0.0008344263340289976,0.005532503128051758,2.965285649902134e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8045977011494253,0.767110762800418,0.03941344619946784,473,0.8045977011494253,0.8457142857142858,0.8742857142857143,0.8415325670498085,0.028603261724991277,RandomForestClassifier,5-14,"[True, None, False]",3,9,40,
76,0.07564798990885417,0.000866361117104508,0.006513754526774089,6.447487688064492e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8160919540229885,0.77477359804946,0.03811381901379945,417,0.8045977011494253,0.8514285714285714,0.8742857142857143,0.8434373289545704,0.029005743809684854,RandomForestClassifier,5-14,"[True, None, False]",3,9,50,
77,0.09287722905476888,0.0026655168520040655,0.007556915283203125,0.00014668188401888285,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.8045977011494253,0.8457142857142858,0.8742857142857143,0.8415325670498085,0.028603261724991277,RandomForestClassifier,5-14,"[True, None, False]",3,9,60,
78,0.10701282819112141,0.0001313038360581254,0.008738438288370768,7.644909077991882e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8457142857142858,0.8857142857142857,0.8453420908593322,0.0331167527557134,RandomForestClassifier,5-14,"[True, None, False]",3,9,70,
79,0.12350304921468098,0.0037221600355355194,0.009861310323079428,0.00020443586442315409,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8160919540229885,0.7747300592128178,0.044702831321191475,444,0.8103448275862069,0.8457142857142858,0.8857142857142857,0.8472577996715928,0.030788803496643147,RandomForestClassifier,5-14,"[True, None, False]",3,9,80,
80,0.13638663291931152,0.0014194238843646667,0.011331637700398764,0.0007821670563860192,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8160919540229885,0.7747300592128178,0.044702831321191475,444,0.8103448275862069,0.8457142857142858,0.8914285714285715,0.8491625615763546,0.03319198029333035,RandomForestClassifier,5-14,"[True, None, False]",3,9,90,
81,0.1499333381652832,0.0006139787480010084,0.012891769409179688,0.0017351596527311946,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7954545454545454,0.7241379310344828,0.8160919540229885,0.7785614768373389,0.03939473240101944,411,0.8103448275862069,0.8457142857142858,0.9028571428571428,0.8529720853858785,0.03811507891681008,RandomForestClassifier,5-14,"[True, None, False]",3,9,100,
82,0.1661074956258138,0.0014908969401664545,0.012750466664632162,0.00015717943608621447,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8160919540229885,0.7747300592128178,0.044702831321191475,444,0.8045977011494253,0.8457142857142858,0.9028571428571428,0.851056376573618,0.04029171066311369,RandomForestClassifier,5-14,"[True, None, False]",3,9,110,
83,0.18138480186462402,0.004260978051814127,0.013558546702067057,0.0002240323986498883,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",3,9,120,
84,0.19532028834025064,0.00046784996839763194,0.015031894048055014,0.00033456067231227104,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7727272727272727,0.7241379310344828,0.8160919540229885,0.7709857192615814,0.03756026572765477,451,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",3,9,130,
85,0.21575077374776205,0.0015057991150972004,0.016282399495442707,0.0008958559700007956,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7727272727272727,0.7241379310344828,0.8160919540229885,0.7709857192615814,0.03756026572765477,451,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",3,9,140,
86,0.2252980868021647,0.00032378854307302447,0.017035881678263348,3.128425677882849e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.8045977011494253,0.8457142857142858,0.8914285714285715,0.8472468527640942,0.03546511506330407,RandomForestClassifier,5-14,"[True, None, False]",3,9,150,
87,0.24292095502217612,0.002829744655854896,0.017600377400716145,0.00017838876120955402,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8160919540229885,0.77477359804946,0.03811381901379945,417,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",3,9,160,
88,0.25568580627441406,0.003517927124350498,0.018842140833536785,0.00018397814253632148,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7954545454545454,0.7241379310344828,0.8160919540229885,0.7785614768373389,0.03939473240101944,411,0.8045977011494253,0.8457142857142858,0.8914285714285715,0.8472468527640942,0.03546511506330407,RandomForestClassifier,5-14,"[True, None, False]",3,9,170,
89,0.2718082269032796,0.003090227199620199,0.01992026964823405,0.0009453384218081723,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7954545454545454,0.7241379310344828,0.8160919540229885,0.7785614768373389,0.03939473240101944,411,0.8045977011494253,0.8457142857142858,0.8914285714285715,0.8472468527640942,0.03546511506330407,RandomForestClassifier,5-14,"[True, None, False]",3,9,180,
90,0.28718916575113934,0.0017403101025596144,0.02121623357137044,0.00029444905802405855,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.8103448275862069,0.8457142857142858,0.8971428571428571,0.8510673234811166,0.03563673894292351,RandomForestClassifier,5-14,"[True, None, False]",3,9,190,
91,0.29925060272216797,0.0053886293851423805,0.021907885869344074,0.0004665726852395574,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8103448275862069,0.84,0.8971428571428571,0.8491625615763546,0.036022575187509405,RandomForestClassifier,5-14,"[True, None, False]",3,9,200,
92,0.3134698073069255,0.004603597441941664,0.02290972073872884,0.0003365780413278295,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8103448275862069,0.84,0.8971428571428571,0.8491625615763546,0.036022575187509405,RandomForestClassifier,5-14,"[True, None, False]",3,9,210,
93,0.33001184463500977,0.00582757827818781,0.02407217025756836,0.0001812879231090799,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8275862068965517,0.7785614768373389,0.0484216071157952,411,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",3,9,220,
94,0.3437616030375163,0.003441527235165276,0.02501670519510905,0.0003854068758490824,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",3,9,230,
95,0.362285057703654,0.0015774590163450885,0.0272977352142334,0.0013800512177918037,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7727272727272727,0.7126436781609196,0.8275862068965517,0.7709857192615813,0.046941246854557826,453,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",3,9,240,
96,0.017096996307373047,0.0008880220174126969,0.0024973551432291665,6.297179866585835e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8181818181818182,0.7011494252873564,0.8160919540229885,0.7784743991640544,0.054683669541735605,415,0.7931034482758621,0.8285714285714286,0.8571428571428571,0.826272577996716,0.02619446515942101,RandomForestClassifier,5-14,"[True, None, False]",3,12,10,
97,0.03115733464558919,0.000972722603538005,0.003524939219156901,0.0001278905250299234,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8160919540229885,0.7747300592128178,0.044702831321191475,444,0.8103448275862069,0.8228571428571428,0.8628571428571429,0.8320197044334976,0.02239568730446279,RandomForestClassifier,5-14,"[True, None, False]",3,12,20,
98,0.04682493209838867,0.0006267603184969612,0.004741350809733073,0.00029923094708203974,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8409090909090909,0.7126436781609196,0.8045977011494253,0.786050156739812,0.05398155598340743,368,0.8045977011494253,0.8342857142857143,0.8628571428571429,0.8339135194307609,0.023785773532110546,RandomForestClassifier,5-14,"[True, None, False]",3,12,30,
99,0.05982025464375814,0.000488300432281239,0.005816459655761719,0.0005018261982265924,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8045977011494253,0.767110762800418,0.03941344619946784,473,0.7988505747126436,0.8342857142857143,0.8742857142857143,0.8358073344280242,0.030815056563258985,RandomForestClassifier,5-14,"[True, None, False]",3,12,40,
100,0.07437419891357422,0.0004787336227299344,0.006550709406534831,3.7009615679454004e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.735632183908046,0.8045977011494253,0.7747735980494602,0.02891562271938911,416,0.7873563218390804,0.84,0.8685714285714285,0.8319759168035029,0.03363790345968768,RandomForestClassifier,5-14,"[True, None, False]",3,12,50,
101,0.09077962239583333,0.0010705526308496204,0.007795015970865886,0.00021291907841711587,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8045977011494253,0.767110762800418,0.03941344619946784,473,0.7873563218390804,0.8342857142857143,0.8685714285714285,0.8300711548987412,0.03328959070046188,RandomForestClassifier,5-14,"[True, None, False]",3,12,60,
102,0.10576351483662923,0.0018043840799498864,0.00865642229715983,0.00023328502277087667,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7816091954022989,0.84,0.88,0.8338697318007663,0.040401095269737855,RandomForestClassifier,5-14,"[True, None, False]",3,12,70,
103,0.11928812662760417,0.001141584777625287,0.00962678591410319,3.841096869657698e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8342857142857143,0.8857142857142857,0.839616858237548,0.0356617619131059,RandomForestClassifier,5-14,"[True, None, False]",3,12,80,
104,0.1357118288675944,0.0017843294280952197,0.0112764040629069,0.0008612040423184733,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8342857142857143,0.8685714285714285,0.8339025725232622,0.028464708721586122,RandomForestClassifier,5-14,"[True, None, False]",3,12,90,
105,0.1500709056854248,0.0010753252538480275,0.01193674405415853,0.00018992194483658217,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8457142857142858,0.8685714285714285,0.837712096332786,0.029020402499765015,RandomForestClassifier,5-14,"[True, None, False]",3,12,100,
106,0.16674192746480307,0.002205958514611741,0.012711366017659506,0.00015470522541122722,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8457142857142858,0.8685714285714285,0.837712096332786,0.029020402499765015,RandomForestClassifier,5-14,"[True, None, False]",3,12,110,
107,0.18102812767028809,0.0028542557062939755,0.013830343882242838,0.00010829039635561204,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8457142857142858,0.8685714285714285,0.837712096332786,0.029020402499765015,RandomForestClassifier,5-14,"[True, None, False]",3,12,120,
108,0.196563720703125,0.0021088411155980448,0.014715989430745443,0.00010988904022233278,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7727272727272727,0.7126436781609196,0.8160919540229885,0.7671543016370602,0.04241603430927143,472,0.7873563218390804,0.84,0.8685714285714285,0.8319759168035029,0.03363790345968768,RandomForestClassifier,5-14,"[True, None, False]",3,12,130,
109,0.20925529797871908,0.0017311189925228302,0.01588916778564453,0.0004924082335014968,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8342857142857143,0.8742857142857143,0.8358073344280242,0.030815056563258985,RandomForestClassifier,5-14,"[True, None, False]",3,12,140,
110,0.22502772013346353,0.0016511662625334125,0.017719268798828125,0.0007648831681494979,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,480,0.7988505747126436,0.8342857142857143,0.8742857142857143,0.8358073344280242,0.030815056563258985,RandomForestClassifier,5-14,"[True, None, False]",3,12,150,
111,0.23769164085388184,0.0008748957665566979,0.01821136474609375,0.0006278213869572359,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8342857142857143,0.8742857142857143,0.8358073344280242,0.030815056563258985,RandomForestClassifier,5-14,"[True, None, False]",3,12,160,
112,0.25351961453755695,0.0017152749060577947,0.018667300542195637,0.00034178955147386706,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,473,0.7988505747126436,0.8285714285714286,0.8742857142857143,0.8339025725232622,0.031026127618278356,RandomForestClassifier,5-14,"[True, None, False]",3,12,170,
113,0.2689581712086995,0.002904236845072757,0.02093664805094401,0.0009724871500745843,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,473,0.7988505747126436,0.8285714285714286,0.88,0.835807334428024,0.03352189390325068,RandomForestClassifier,5-14,"[True, None, False]",3,12,180,
114,0.282424529393514,0.004102751967260376,0.020998001098632812,0.0002858690131995613,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8285714285714286,0.88,0.835807334428024,0.03352189390325068,RandomForestClassifier,5-14,"[True, None, False]",3,12,190,
115,0.29705293973286945,0.004415692132517883,0.021850188573201496,0.00012995253686189003,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8285714285714286,0.88,0.835807334428024,0.03352189390325068,RandomForestClassifier,5-14,"[True, None, False]",3,12,200,
116,0.3107161521911621,0.002999180846502896,0.022641340891520183,0.00034629138418982945,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, None, False]",3,12,210,
117,0.32705076535542804,0.005907099640009961,0.02488557497660319,0.001317215279024204,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, None, False]",3,12,220,
118,0.3451954523722331,0.004615524187709877,0.02654234568277995,0.0007002544387851279,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8160919540229885,0.7709421804249391,0.04324390703792582,454,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, None, False]",3,12,230,
119,0.3505705197652181,0.004900624812195069,0.029328028361002605,0.004904063060520505,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7727272727272727,0.7011494252873564,0.8160919540229885,0.7633228840125392,0.047393938595273,479,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, None, False]",3,12,240,
120,0.017533381779988606,0.00022381315446738957,0.002363284428914388,3.709144039738424e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.875,0.9195402298850575,0.8160919540229885,0.8702107279693486,0.042368142824897446,142,1.0,0.9885714285714285,0.9828571428571429,0.9904761904761905,0.0071269664509979805,RandomForestClassifier,5-14,"[True, None, False]",6,1,10,
121,0.0338135560353597,0.00039697265398132514,0.0035200913747151694,4.10824722853116e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9090909090909091,0.8850574712643678,0.8275862068965517,0.8739115290839429,0.03419481578899305,138,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,20,
122,0.050037384033203125,0.00028463111226948514,0.004634936650594075,0.00014607314833762206,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8160919540229885,0.8739115290839429,0.04120384476391533,138,1.0,0.9942857142857143,1.0,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,30,
123,0.06902654965718587,0.003251914194852533,0.005842844645182292,0.00028065032216868384,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9090909090909091,0.9080459770114943,0.8390804597701149,0.885405781957506,0.03275972708053639,118,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,40,
124,0.08433953921000163,0.0003242196002490192,0.006692727406819661,0.00017250660187781444,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,49,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,50,
125,0.09911481539408366,0.0010070941952456869,0.0076982975006103516,0.0002773742389901034,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,31,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,60,
126,0.11947011947631836,0.0016724160888988268,0.008780876795450846,8.447654714834758e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,70,
127,0.13116192817687988,0.0014782098928356156,0.009754260381062826,5.643132679009988e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,119,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,80,
128,0.1500415802001953,0.003030785623763747,0.01097559928894043,9.395809709437846e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,119,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,90,
129,0.16453067461649576,0.0021795534109329147,0.012241442998250326,0.0005398124247547203,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,100,
130,0.18139266967773438,0.0021501240826463214,0.013337214787801107,0.0005047686511125415,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8735632183908046,0.8968564959944271,0.01914451710652532,31,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,110,
131,0.1987914244333903,0.0011505640493737345,0.01381214459737142,4.63973145746845e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8735632183908046,0.8968564959944271,0.01914451710652532,31,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,120,
132,0.21659564971923828,0.002805327393560851,0.014842510223388672,0.00020388157698105096,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8735632183908046,0.8968564959944271,0.01914451710652532,31,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,130,
133,0.2331524689992269,0.0031358774374765585,0.01610088348388672,5.1928201431582536e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,140,
134,0.25135334332784015,0.00426316286106864,0.017275094985961914,9.970971690659362e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,150,
135,0.2677864233652751,0.00309194453669318,0.018616994222005207,0.0007884887589713078,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,160,
136,0.28706081708272296,0.0045278657209090935,0.019910176595052082,0.0009216273909285805,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,170,
137,0.2998937765757243,0.0007302882201851901,0.020847241083780926,0.00026725806979529577,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,180,
138,0.3152955373128255,0.0015770323186242578,0.02167050043741862,0.000611337388797113,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8735632183908046,0.8968564959944271,0.01914451710652532,31,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,190,
139,0.33531395594278973,0.0054254263027033464,0.022340059280395508,0.0003809330562641006,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,200,
140,0.35021360715230304,0.00272393792033797,0.023467222849527996,0.00023676556175940717,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,31,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,210,
141,0.36976273854573566,0.0015569824417751268,0.02536773681640625,0.0007091039110947553,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8850574712643678,0.9006879136189481,0.01474379559619098,21,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,220,
142,0.3837130864461263,0.005414547746767299,0.026124080022176106,0.0008266922876477147,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,230,
143,0.4001554648081462,0.0035059137721985337,0.026494264602661133,0.00022365145373184854,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8735632183908046,0.9006879136189481,0.019837757956587446,21,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",6,1,240,
144,0.017356713612874348,2.8732708744437232e-05,0.0024983088175455728,4.855368981322492e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8522727272727273,0.9080459770114943,0.8505747126436781,0.8702978056426333,0.026700988055248582,140,0.9597701149425287,0.9714285714285714,0.9771428571428571,0.9694471811713191,0.007229452418333325,RandomForestClassifier,5-14,"[True, None, False]",6,3,10,
145,0.03391242027282715,0.0008855229575535019,0.0035250981648763022,2.779483027114598e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8620689655172413,0.870254266805991,0.010486986567275956,141,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, None, False]",6,3,20,
146,0.05067753791809082,0.0010278170101090534,0.004700024922688802,6.23953563499322e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.8850574712643678,0.8390804597701149,0.8739550679205852,0.02519668877073587,136,0.9827586206896551,0.9657142857142857,0.9714285714285714,0.9733004926108375,0.0070830975038049665,RandomForestClassifier,5-14,"[True, None, False]",6,3,30,
147,0.06667137145996094,0.0007618521104446418,0.006478627522786458,0.001126003645233288,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8977272727272727,0.8850574712643678,0.8390804597701149,0.8739550679205852,0.02519668877073587,136,0.9885057471264368,0.9714285714285714,0.9828571428571429,0.9809304871373836,0.007103589897641029,RandomForestClassifier,5-14,"[True, None, False]",6,3,40,
148,0.08249171574910481,0.0007981631450815355,0.006673336029052734,6.261200543948808e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,115,0.9885057471264368,0.9714285714285714,0.9714285714285714,0.9771209633278599,0.00805025782631648,RandomForestClassifier,5-14,"[True, None, False]",6,3,50,
149,0.09864576657613118,0.0013310411447430112,0.00764012336730957,0.00014825316369472484,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,115,0.9942528735632183,0.9771428571428571,0.9771428571428571,0.9828461959496441,0.00806573909136708,RandomForestClassifier,5-14,"[True, None, False]",6,3,60,
150,0.1169733206431071,0.0016704271769208872,0.008763551712036133,0.00023499050885585133,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,115,0.9885057471264368,0.9771428571428571,0.9714285714285714,0.9790257252326219,0.0070977168458846215,RandomForestClassifier,5-14,"[True, None, False]",6,3,70,
151,0.13265315691630045,0.00031532629526515314,0.0101165771484375,0.0005051311967427795,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9827586206896551,0.9885714285714285,0.9771428571428571,0.982824302134647,0.004665925900515503,RandomForestClassifier,5-14,"[True, None, False]",6,3,80,
152,0.14819622039794922,0.0010791058951500091,0.011783361434936523,0.0016342191139795792,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,90,
153,0.16170231501261392,0.002156575816630735,0.012422959009806315,0.0008872074916008125,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",6,3,100,
154,0.17719427744547525,0.0013201584470848727,0.012898604075113932,0.00015347445905845945,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,110,
155,0.19466026624043783,0.0010545843240254273,0.013860464096069336,0.00011375156710013283,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",6,3,120,
156,0.20953798294067383,0.0013307790133407593,0.015024582544962565,0.0001582561076491755,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9885057471264368,0.9885714285714285,0.9771428571428571,0.9847400109469074,0.0053720658940393995,RandomForestClassifier,5-14,"[True, None, False]",6,3,130,
157,0.2274341583251953,0.0027004067759821703,0.0160372257232666,5.8339358553935035e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9885057471264368,0.9885714285714285,0.9771428571428571,0.9847400109469074,0.0053720658940393995,RandomForestClassifier,5-14,"[True, None, False]",6,3,140,
158,0.24342449506123862,0.000967603336625263,0.01715373992919922,0.0005205627492479506,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,150,
159,0.26076658566792804,0.0018108077634618218,0.018299261728922527,0.00031072959251861847,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,160,
160,0.2786557674407959,0.002286327044311232,0.01928861935933431,0.00027840793554392406,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,170,
161,0.29289547602335614,0.0021691898434640176,0.020409107208251953,0.0002410670834721552,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9885057471264368,0.9885714285714285,0.9771428571428571,0.9847400109469074,0.0053720658940393995,RandomForestClassifier,5-14,"[True, None, False]",6,3,180,
162,0.3115104039510091,0.004952541467572898,0.021900653839111328,0.0005291266592574109,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,190,
163,0.32439494132995605,0.001698610161963757,0.022743781407674152,0.00037171815784128946,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,200,
164,0.34117643038431805,0.0015156071400596418,0.024267276128133137,0.0012176420861894103,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,119,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,210,
165,0.35756150881449383,0.001055979587275274,0.02478957176208496,0.0003639695769214799,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,220,
166,0.37441213925679523,0.0008467754473738681,0.025763432184855144,0.0005795069925029978,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,230,
167,0.38893604278564453,0.0018807921081031777,0.026503801345825195,7.147575338748683e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,119,0.9885057471264368,0.9828571428571429,0.9771428571428571,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",6,3,240,
168,0.01676185925801595,0.00017145001827601925,0.0024340152740478516,0.00011837300375709485,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8522727272727273,0.8390804597701149,0.7931034482758621,0.8281522117729013,0.02536166197851485,226,0.9310344827586207,0.9085714285714286,0.92,0.9198686371100164,0.00917097388542898,RandomForestClassifier,5-14,"[True, None, False]",6,6,10,
169,0.03253928820292155,4.16590939088202e-05,0.0046507517496744795,0.0014541357734076203,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.875,0.8275862068965517,0.8160919540229885,0.8395593869731801,0.025495846080854725,208,0.9022988505747126,0.8971428571428571,0.92,0.9064805692391898,0.009788677920250118,RandomForestClassifier,5-14,"[True, None, False]",6,6,20,
170,0.04955554008483887,0.000402265396127842,0.004705508550008138,8.521084316124259e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8863636363636364,0.8275862068965517,0.8275862068965517,0.84717868338558,0.0277079459712597,193,0.9022988505747126,0.9085714285714286,0.9257142857142857,0.9121948549534756,0.009896718808220389,RandomForestClassifier,5-14,"[True, None, False]",6,6,30,
171,0.06385302543640137,0.00030468184264441844,0.005610227584838867,2.610511062830304e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.8275862068965517,0.8160919540229885,0.8357715081853012,0.020254498911958692,211,0.9022988505747126,0.92,0.9257142857142857,0.9160043787629993,0.009968095521748923,RandomForestClassifier,5-14,"[True, None, False]",6,6,40,
172,0.07964126269022624,0.001285201173557112,0.006557544072469075,0.00016980026957119326,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8160919540229885,0.8434343434343434,0.020055861582179424,196,0.8908045977011494,0.9085714285714286,0.9257142857142857,0.9083634373289545,0.01425257928847355,RandomForestClassifier,5-14,"[True, None, False]",6,6,50,
173,0.09626658757527669,0.002355512700977446,0.007591088612874349,0.00015410846961018038,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8160919540229885,0.8434343434343434,0.020055861582179424,196,0.896551724137931,0.9085714285714286,0.9257142857142857,0.9102791461412151,0.011966647369453918,RandomForestClassifier,5-14,"[True, None, False]",6,6,60,
174,0.11436001459757487,0.0007883555224313481,0.009041865666707357,0.00024160240820854945,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8160919540229885,0.8472657610588644,0.022052495974355987,191,0.9080459770114943,0.92,0.9257142857142857,0.91792008757526,0.007361467692212157,RandomForestClassifier,5-14,"[True, None, False]",6,6,70,
175,0.12699468930562338,0.0006478955564251841,0.0097654660542806,4.825422935722681e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8160919540229885,0.8434343434343434,0.020055861582179424,196,0.9022988505747126,0.9028571428571428,0.9257142857142857,0.9102900930487138,0.010908932489987866,RandomForestClassifier,5-14,"[True, None, False]",6,6,80,
176,0.14322376251220703,0.0016256607487038473,0.010687987009684244,9.935626867447378e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8160919540229885,0.8434343434343434,0.020055861582179424,196,0.896551724137931,0.9028571428571428,0.9314285714285714,0.9102791461412151,0.015174830450348722,RandomForestClassifier,5-14,"[True, None, False]",6,6,90,
177,0.1572758356730143,0.00020080132415934443,0.011978944142659506,0.00010837557430610933,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8160919540229885,0.8434343434343434,0.020055861582179424,196,0.9022988505747126,0.9028571428571428,0.9314285714285714,0.9121948549534756,0.013602201038837641,RandomForestClassifier,5-14,"[True, None, False]",6,6,100,
178,0.17417081197102866,0.0003583165178836652,0.013147354125976562,0.0009880002247422328,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8160919540229885,0.8434343434343434,0.020055861582179424,196,0.9137931034482759,0.9028571428571428,0.9257142857142857,0.9141215106732349,0.009334278525128538,RandomForestClassifier,5-14,"[True, None, False]",6,6,110,
179,0.1908713181813558,0.002943971248989648,0.013897895812988281,0.0003613910306997187,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8160919540229885,0.8472657610588644,0.022052495974355987,191,0.9022988505747126,0.9028571428571428,0.9257142857142857,0.9102900930487138,0.010908932489987866,RandomForestClassifier,5-14,"[True, None, False]",6,6,120,
180,0.20439457893371582,0.0006650198390477292,0.01503896713256836,0.00038230689891058394,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8275862068965517,0.8510971786833855,0.016637077667806324,168,0.9080459770114943,0.9028571428571428,0.9314285714285714,0.9141105637657362,0.012427551167409075,RandomForestClassifier,5-14,"[True, None, False]",6,6,130,
181,0.2218958536783854,0.0012208651229865934,0.01624615987141927,0.0007981386220442282,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8275862068965517,0.8510971786833855,0.016637077667806324,168,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",6,6,140,
182,0.23224425315856934,0.004126297204036065,0.01687200864156087,0.0002440507617031771,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8275862068965517,0.8510971786833855,0.016637077667806324,168,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",6,6,150,
183,0.24948779741923013,0.0013001624266376893,0.018045902252197266,0.0003825287721305853,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",6,6,160,
184,0.2675004800160726,0.003738589936648624,0.019036213556925457,0.00028603290228478435,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9022988505747126,0.9028571428571428,0.9371428571428572,0.9140996168582376,0.016295625480052277,RandomForestClassifier,5-14,"[True, None, False]",6,6,170,
185,0.28548431396484375,0.0011128574810520078,0.020111560821533203,0.00018987471625756666,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",6,6,180,
186,0.3018847306569417,0.001636545260409536,0.021028916041056316,7.183467338578519e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9371428571428572,0.9179310344827587,0.014299636497827744,RandomForestClassifier,5-14,"[True, None, False]",6,6,190,
187,0.3126986821492513,0.00287840834211122,0.022286415100097656,0.00026507407217734913,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",6,6,200,
188,0.3281535307566325,0.00307494309495324,0.023261308670043945,7.646288644505613e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",6,6,210,
189,0.3463311195373535,0.006211406147126576,0.027927080790201824,0.0026698546564011385,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",6,6,220,
190,0.3628426392873128,0.0019277254102160904,0.025139331817626953,0.00014450329596532523,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.875,0.8505747126436781,0.8390804597701149,0.8548850574712644,0.014977486370796841,145,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",6,6,230,
191,0.379077672958374,0.00738464601494077,0.026445468266805012,0.00020303236188620258,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.875,0.8505747126436781,0.8390804597701149,0.8548850574712644,0.014977486370796841,145,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",6,6,240,
192,0.016200939814249676,0.0004379142213736858,0.0023883183797200522,3.086965671421442e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.875,0.7701149425287356,0.7931034482758621,0.8127394636015325,0.04501406182953711,305,0.8793103448275862,0.8857142857142857,0.8971428571428571,0.8873891625615764,0.007375795243396479,RandomForestClassifier,5-14,"[True, None, False]",6,9,10,
193,0.03158919016520182,0.0005506250573260283,0.0034383138020833335,6.603816871228373e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8863636363636364,0.735632183908046,0.8390804597701149,0.8203587600139324,0.06294372736110385,260,0.8793103448275862,0.8857142857142857,0.9142857142857143,0.8931034482758621,0.01520458066294915,RandomForestClassifier,5-14,"[True, None, False]",6,9,20,
194,0.04591981569925944,0.001077721783628614,0.004480759302775065,2.6593618665470434e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8863636363636364,0.7816091954022989,0.8160919540229885,0.8280215952629746,0.04358983429169899,239,0.8850574712643678,0.8857142857142857,0.9085714285714286,0.8931143951833608,0.010933061851567144,RandomForestClassifier,5-14,"[True, None, False]",6,9,30,
195,0.06186079978942871,0.00042959645152590247,0.0055390199025472,2.9785045278213054e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.7586206896551724,0.8390804597701149,0.8204458376872169,0.04485168001729169,259,0.8735632183908046,0.8742857142857143,0.9085714285714286,0.885473453749316,0.016335397775827307,RandomForestClassifier,5-14,"[True, None, False]",6,9,40,
196,0.07806253433227539,0.0008474216705903946,0.0064436594645182295,9.181155216176586e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8160919540229885,0.8204893765238593,0.02435506638245373,256,0.8735632183908046,0.8742857142857143,0.9085714285714286,0.885473453749316,0.016335397775827307,RandomForestClassifier,5-14,"[True, None, False]",6,9,50,
197,0.09294851620992024,0.0009150036734189284,0.00756374994913737,0.0001824198008344064,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8275862068965517,0.8243207941483804,0.024265861954113753,243,0.8793103448275862,0.8914285714285715,0.9142857142857143,0.8950082101806239,0.01450125229947484,RandomForestClassifier,5-14,"[True, None, False]",6,9,60,
198,0.10691992441813152,0.0012017416575946331,0.008730173110961914,4.545778105056016e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8390804597701149,0.8319836293974224,0.020099764177198016,214,0.8735632183908046,0.8857142857142857,0.9142857142857143,0.8911877394636015,0.01706945497933189,RandomForestClassifier,5-14,"[True, None, False]",6,9,70,
199,0.12354397773742676,0.002118397147578279,0.009886821111043295,0.00027290762476645555,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.867816091954023,0.8742857142857143,0.9142857142857143,0.8854625068418173,0.020551512009162446,RandomForestClassifier,5-14,"[True, None, False]",6,9,80,
200,0.13774903615315756,0.0008832941552047579,0.010771989822387695,3.66301781923469e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8505747126436781,0.8319836293974224,0.027501177871188512,214,0.867816091954023,0.8685714285714285,0.9142857142857143,0.8835577449370553,0.02173014355790121,RandomForestClassifier,5-14,"[True, None, False]",6,9,90,
201,0.1535634994506836,0.0014098003672028368,0.012150208155314127,0.0006415306689632036,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.8793103448275862,0.8857142857142857,0.9142857142857143,0.8931034482758621,0.01520458066294915,RandomForestClassifier,5-14,"[True, None, False]",6,9,100,
202,0.17242765426635742,0.0022450524776127636,0.013238747914632162,0.00032491296584804635,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.8850574712643678,0.8742857142857143,0.9142857142857143,0.8912096332785988,0.01689944423320894,RandomForestClassifier,5-14,"[True, None, False]",6,9,110,
203,0.18355917930603027,0.002462396249561999,0.01375253995259603,7.575918913659299e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8522727272727273,0.7816091954022989,0.8390804597701149,0.8243207941483804,0.030678108166897797,243,0.8793103448275862,0.8742857142857143,0.9142857142857143,0.8892939244663381,0.017790519887522067,RandomForestClassifier,5-14,"[True, None, False]",6,9,120,
204,0.19907736778259277,0.0016888551777245512,0.014900604883829752,0.00011270674977433972,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8390804597701149,0.8319836293974224,0.020099764177198016,214,0.8793103448275862,0.8742857142857143,0.9142857142857143,0.8892939244663381,0.017790519887522067,RandomForestClassifier,5-14,"[True, None, False]",6,9,130,
205,0.21392067273457846,0.0037577955031613936,0.01629193623860677,0.0009643328883012924,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8522727272727273,0.7471264367816092,0.8390804597701149,0.8128265412748171,0.046768128594011214,302,0.8793103448275862,0.8628571428571429,0.9142857142857143,0.8854844006568144,0.021444715181643825,RandomForestClassifier,5-14,"[True, None, False]",6,9,140,
206,0.23006510734558105,0.001813318936210454,0.01676662762959798,3.8759134478523795e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8409090909090909,0.735632183908046,0.8390804597701149,0.8052072448624172,0.04920266119539993,328,0.8620689655172413,0.8628571428571429,0.9142857142857143,0.8797372742200328,0.024431555266482326,RandomForestClassifier,5-14,"[True, None, False]",6,9,150,
207,0.24579914410909018,0.004287944675755873,0.01819125811258952,0.0002905574486229315,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8522727272727273,0.7241379310344828,0.8390804597701149,0.805163706025775,0.0575464516147304,331,0.867816091954023,0.8514285714285714,0.9142857142857143,0.8778434592227695,0.02662287453547623,RandomForestClassifier,5-14,"[True, None, False]",6,9,160,
208,0.2602114677429199,0.0021629079447761912,0.01920946439107259,0.00013007568423600857,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.867816091954023,0.8628571428571429,0.9142857142857143,0.8816529830322933,0.023163464850634304,RandomForestClassifier,5-14,"[True, None, False]",6,9,170,
209,0.27714061737060547,0.0029090160716022046,0.021062612533569336,0.00024444621798860313,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8181818181818182,0.7241379310344828,0.8390804597701149,0.7938000696621387,0.04999198918288862,362,0.8620689655172413,0.8628571428571429,0.9142857142857143,0.8797372742200328,0.024431555266482326,RandomForestClassifier,5-14,"[True, None, False]",6,9,180,
210,0.2912321885426839,0.0005622430565551438,0.021286964416503906,0.0003640664974355834,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.8620689655172413,0.8571428571428571,0.9142857142857143,0.8778325123152708,0.02585463963975643,RandomForestClassifier,5-14,"[True, None, False]",6,9,190,
211,0.3063419659932454,0.0059642573220579495,0.022196849187215168,0.0001095649172690981,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.8735632183908046,0.8685714285714285,0.9142857142857143,0.8854734537493157,0.020475013379127643,RandomForestClassifier,5-14,"[True, None, False]",6,9,200,
212,0.3210601011912028,0.002753801677578363,0.024097601572672527,0.0009697449047535024,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.867816091954023,0.8571428571428571,0.9142857142857143,0.8797482211275315,0.024807368671051672,RandomForestClassifier,5-14,"[True, None, False]",6,9,210,
213,0.34066049257914227,0.0026540380014260147,0.024077415466308594,0.0003027919709210809,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8742857142857143,0.9142857142857143,0.8873782156540777,0.01902876089919644,RandomForestClassifier,5-14,"[True, None, False]",6,9,220,
214,0.355791171391805,0.001819523376869897,0.025316317876180012,0.0005104252176346271,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8571428571428571,0.9142857142857143,0.8816639299397919,0.02402141650433585,RandomForestClassifier,5-14,"[True, None, False]",6,9,230,
215,0.37084301312764484,0.002322192442839761,0.026465892791748047,0.00019430758272121358,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8571428571428571,0.9142857142857143,0.8816639299397919,0.02402141650433585,RandomForestClassifier,5-14,"[True, None, False]",6,9,240,
216,0.015644073486328125,0.00026499300012646323,0.0024565855662027993,7.685867882751547e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.7011494252873564,0.8045977011494253,0.7897944966910484,0.06715580109062759,365,0.8160919540229885,0.8285714285714286,0.8685714285714285,0.8377449370552817,0.02238509557194381,RandomForestClassifier,5-14,"[True, None, False]",6,12,10,
217,0.030779600143432617,0.0007400269971386819,0.003394047419230143,8.735827944510913e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8160919540229885,0.7747300592128178,0.044702831321191475,444,0.8160919540229885,0.8285714285714286,0.8914285714285715,0.8453639846743295,0.03296861068633417,RandomForestClassifier,5-14,"[True, None, False]",6,12,20,
218,0.04584034283955892,0.00048279459419922806,0.0046596527099609375,0.00014620496527608667,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8522727272727273,0.7126436781609196,0.8275862068965517,0.7975008707767328,0.06084358868469634,359,0.8563218390804598,0.8285714285714286,0.8857142857142857,0.8568691844553914,0.023331684048832773,RandomForestClassifier,5-14,"[True, None, False]",6,12,30,
219,0.060596068700154625,0.0009604725396014601,0.00560760498046875,0.00015734759220166876,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",6,12,40,
220,0.07616734504699707,0.000652150170681031,0.00656882921854655,0.00011704083287761878,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.735632183908046,0.8160919540229885,0.7786050156739813,0.033075821195890406,378,0.8103448275862069,0.8514285714285714,0.8971428571428571,0.8529720853858785,0.03545195161747409,RandomForestClassifier,5-14,"[True, None, False]",6,12,50,
221,0.09130771954854329,0.0011337258843109603,0.007636308670043945,4.60059317205499e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8160919540229885,0.77477359804946,0.03811381901379945,417,0.8045977011494253,0.8457142857142858,0.8914285714285715,0.8472468527640942,0.03546511506330407,RandomForestClassifier,5-14,"[True, None, False]",6,12,60,
222,0.10572274525960286,0.0018606503876487657,0.008978684743245443,0.0004614394486142683,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",6,12,70,
223,0.12298719088236491,0.002678598278882063,0.009646177291870117,7.415494959454439e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",6,12,80,
224,0.13661702473958334,0.0019292243058724407,0.0107881228129069,5.357343223444063e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",6,12,90,
225,0.15040024121602377,0.0005828667504825245,0.011730114618937174,3.3406594058042116e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8103448275862069,0.84,0.8914285714285715,0.8472577996715928,0.03349776232256198,RandomForestClassifier,5-14,"[True, None, False]",6,12,100,
226,0.1647342840830485,0.0008417944396626138,0.01295781135559082,0.0002015676455976724,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8103448275862069,0.84,0.8971428571428571,0.8491625615763546,0.036022575187509405,RandomForestClassifier,5-14,"[True, None, False]",6,12,110,
227,0.1802534262339274,0.00028455669981354776,0.014937400817871094,0.002012895568832347,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8160919540229885,0.84,0.8971428571428571,0.8510782703886153,0.0340035123699404,RandomForestClassifier,5-14,"[True, None, False]",6,12,120,
228,0.19589702288309732,0.0040767447485405076,0.015353997548421225,0.0003524821392948384,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8160919540229885,0.84,0.8971428571428571,0.8510782703886153,0.0340035123699404,RandomForestClassifier,5-14,"[True, None, False]",6,12,130,
229,0.21025951703389487,0.002497807233179895,0.016189177831013996,0.0007354587874924749,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",6,12,140,
230,0.22497065862019858,0.0014448490382230762,0.01682440439860026,7.90434202000719e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8103448275862069,0.84,0.9028571428571428,0.8510673234811165,0.038570250677381034,RandomForestClassifier,5-14,"[True, None, False]",6,12,150,
231,0.23990257581075033,0.001736889045107611,0.017927090326944988,6.78163849629906e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8103448275862069,0.84,0.8971428571428571,0.8491625615763546,0.036022575187509405,RandomForestClassifier,5-14,"[True, None, False]",6,12,160,
232,0.25410644213358563,0.0007377694700768069,0.019214153289794922,0.00034362401151554796,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8342857142857143,0.8971428571428571,0.8453420908593322,0.03858180980432267,RandomForestClassifier,5-14,"[True, None, False]",6,12,170,
233,0.2709964116414388,0.004603803753508975,0.02033678690592448,0.00047605547146771764,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",6,12,180,
234,0.28718042373657227,0.0016147327003757693,0.021573940912882488,0.0005161660494155272,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.8342857142857143,0.9028571428571428,0.8472468527640942,0.04114788616822568,RandomForestClassifier,5-14,"[True, None, False]",6,12,190,
235,0.30210081736246747,0.000639310853341458,0.022479534149169922,0.0004249477941869634,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",6,12,200,
236,0.31386200586954754,0.0013163389853226592,0.023073275883992512,0.0003490899798794384,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",6,12,210,
237,0.33134031295776367,0.00187531274314711,0.02431933085123698,0.00023653593092463942,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",6,12,220,
238,0.3424711227416992,0.002532059578514554,0.02533125877380371,0.0007828651849235788,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",6,12,230,
239,0.36417802174886066,0.00508400006542537,0.02651524543762207,0.00017588160826675998,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",6,12,240,
240,0.017656564712524414,0.0002489263521187351,0.0025713443756103516,0.00024645170644162375,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8863636363636364,0.9425287356321839,0.8160919540229885,0.8816614420062695,0.051724577715393544,124,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",9,1,10,
241,0.035066843032836914,0.0009132611976139353,0.0034960110982259116,8.945375560447154e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,127,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,20,
242,0.05060712496439616,0.0009650156913954395,0.0049504439036051435,0.00041656314804733676,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,112,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,30,
243,0.06798688570658366,0.0007965614403121278,0.005693594614664714,3.0705951747320804e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8275862068965517,0.8853622431208638,0.04116670105838972,119,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,40,
244,0.08472601572672527,0.0008115986567587895,0.006696383158365886,9.993433237450877e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,78,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,50,
245,0.10181466738382976,0.00232981898944284,0.007731040318806966,4.110276068619535e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,44,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,60,
246,0.11832586924235027,0.001802938302964391,0.008797089258829752,0.0001370993671338835,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,44,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,70,
247,0.13564133644104004,0.003303103827209134,0.009918848673502604,0.00024642705157555846,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,44,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,80,
248,0.15134183565775552,0.0017695349345312201,0.011063814163208008,0.0004045906855141496,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,31,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,90,
249,0.16935340563456217,0.0035863258708551757,0.011954228083292643,0.0002771153092327587,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,31,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,100,
250,0.1837465763092041,0.0018548813556124376,0.012876033782958984,8.458070611009927e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8735632183908046,0.9006879136189481,0.019837757956587446,21,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,110,
251,0.2026686668395996,0.0024495960760577465,0.014386574427286783,0.00046050297392760605,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,120,
252,0.22287702560424805,0.0030280032670956564,0.01606408754984538,0.0006983147997198587,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,130,
253,0.23613484700520834,0.0023117793291047603,0.016344785690307617,3.1889914691520096e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8735632183908046,0.9006879136189481,0.019837757956587446,21,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,140,
254,0.2516961892445882,0.0022529823581746286,0.01725935935974121,0.0001242437624699073,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8620689655172413,0.9006879136189481,0.027310271054457283,21,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,150,
255,0.26902127265930176,0.0020764557213648026,0.018725792566935223,0.00042806745510771905,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8620689655172413,0.9006879136189481,0.027310271054457283,21,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,160,
256,0.2866353193918864,0.0013321691865454599,0.02034902572631836,0.0016790693842338763,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8735632183908046,0.9045193312434692,0.02189245966766227,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,170,
257,0.3034044106801351,0.0007854569572532834,0.02071269353230794,0.0001051065150455413,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8850574712643678,0.9083507488679903,0.016475063568510938,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,180,
258,0.32069921493530273,0.0017015462903765583,0.02158347765604655,0.00019917493742613058,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,190,
259,0.3359241485595703,0.0011365512110328671,0.02212349573771159,0.00011541040914638243,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,200,
260,0.35167352358500165,0.0035159884626870777,0.024080594380696613,0.0009546421292710684,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8850574712643678,0.9083507488679903,0.016475063568510938,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,210,
261,0.37169257799784344,0.006147311782727327,0.02468387285868327,5.00475877595864e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8850574712643678,0.9083507488679903,0.016475063568510938,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,220,
262,0.38642136255900067,0.0004805648584535416,0.02524709701538086,0.00032241527016231504,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8850574712643678,0.9083507488679903,0.016475063568510938,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,230,
263,0.39847350120544434,0.004755511422190976,0.029261271158854168,0.0019989454287656708,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8850574712643678,0.9083507488679903,0.016475063568510938,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",9,1,240,
264,0.017031033833821613,0.0001399153946259829,0.0024464925130208335,0.00013718640859951438,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.896551724137931,0.8390804597701149,0.86642284918147,0.023545133018363796,143,0.9655172413793104,0.9657142857142857,0.9771428571428571,0.9694581280788178,0.00543451943341542,RandomForestClassifier,5-14,"[True, None, False]",9,3,10,
265,0.03329761823018392,0.00021146982801789952,0.0035530726114908853,0.00010015667844083347,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.875,0.896551724137931,0.8620689655172413,0.8778735632183908,0.014223412265246671,130,0.9885057471264368,0.9828571428571429,0.9828571428571429,0.9847400109469074,0.002662777588704677,RandomForestClassifier,5-14,"[True, None, False]",9,3,20,
266,0.049812634785970054,0.00042664400556050817,0.004673322041829427,7.277935135580177e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.8850574712643678,0.8505747126436781,0.8777864855451063,0.019924715064571257,134,0.9885057471264368,0.9771428571428571,0.9771428571428571,0.9809304871373836,0.005356517707510605,RandomForestClassifier,5-14,"[True, None, False]",9,3,30,
267,0.06805626551310222,0.0026844358760425217,0.00570527712504069,0.00017473250014089385,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,125,0.9885057471264368,0.9771428571428571,0.9828571428571429,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",9,3,40,
268,0.08188788096110027,0.0015841538167986953,0.007017215092976888,0.00031034305366985614,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.8505747126436781,0.8778300243817485,0.019716123631497332,132,0.9942528735632183,0.9771428571428571,0.9771428571428571,0.9828461959496441,0.00806573909136708,RandomForestClassifier,5-14,"[True, None, False]",9,3,50,
269,0.0975188414255778,0.001450896980844165,0.007764101028442383,0.00020594848399574096,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8620689655172413,0.8892807384186693,0.01969736620050975,74,0.9942528735632183,0.9828571428571429,0.9885714285714285,0.9885604816639298,0.004652294018899755,RandomForestClassifier,5-14,"[True, None, False]",9,3,60,
270,0.11590886116027832,0.0033148546729936763,0.008764823277791342,0.0003653725290595601,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9090909090909091,0.9080459770114943,0.8620689655172413,0.8930686172065482,0.021924214534108293,42,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",9,3,70,
271,0.13135202725728354,0.00124976439277361,0.009890317916870117,0.00031128562493452466,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",9,3,80,
272,0.1476736863454183,0.000942605098912447,0.011165380477905273,0.0004867721933888009,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",9,3,90,
273,0.16457382837931314,0.00267645005933295,0.012213865915934244,0.0005749349993178191,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8620689655172413,0.8892371995820273,0.019881188704744476,76,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",9,3,100,
274,0.1814871629079183,0.0015282185609677272,0.013325214385986328,0.0003523762611596261,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",9,3,110,
275,0.19769652684529623,0.0014443971626979032,0.01487882932027181,0.0010094257906104825,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",9,3,120,
276,0.2140363852183024,0.0014624254676139598,0.015213648478190104,0.0002081309380295586,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",9,3,130,
277,0.23085316022237143,0.0009093579308803573,0.01636926333109538,0.0004672560270684398,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",9,3,140,
278,0.24341988563537598,0.003098393379171063,0.017232100168863933,3.1720922699888596e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",9,3,150,
279,0.26462340354919434,0.004015709104847011,0.01865100860595703,0.00016974766590753686,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,1.0,0.9828571428571429,0.9771428571428571,0.9866666666666667,0.00971241812112913,RandomForestClassifier,5-14,"[True, None, False]",9,3,160,
280,0.27848466237386066,0.0012079353227152374,0.019200960795084637,0.0003608915674691952,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,1.0,0.9828571428571429,0.9771428571428571,0.9866666666666667,0.00971241812112913,RandomForestClassifier,5-14,"[True, None, False]",9,3,170,
281,0.29424214363098145,0.0025487396175596488,0.020903269449869793,0.0005850916396287618,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9942857142857143,0.9771428571428571,0.9904761904761905,0.009712418121129144,RandomForestClassifier,5-14,"[True, None, False]",9,3,180,
282,0.30898062388102215,0.0015731249467098587,0.021052042643229168,0.0004752884722926078,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",9,3,190,
283,0.3244629700978597,0.003309226358536549,0.022567907969156902,0.00011027047582399002,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",9,3,200,
284,0.3419073422749837,0.0035542710598283045,0.02308026949564616,0.00011305002420348787,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9828571428571429,0.9771428571428571,0.9847509578544061,0.007112339835766767,RandomForestClassifier,5-14,"[True, None, False]",9,3,210,
285,0.3581392765045166,0.006876935364489105,0.02494494120279948,0.0005531122398083012,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9828571428571429,0.9771428571428571,0.9847509578544061,0.007112339835766767,RandomForestClassifier,5-14,"[True, None, False]",9,3,220,
286,0.37373002370198566,0.00482365151703731,0.02590020497639974,0.00033417578676115517,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9828571428571429,0.9771428571428571,0.9847509578544061,0.007112339835766767,RandomForestClassifier,5-14,"[True, None, False]",9,3,230,
287,0.391038179397583,0.004152468173302302,0.02776757876078288,0.0019845534921960725,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9885714285714285,0.9771428571428571,0.9885714285714284,0.00933138949631689,RandomForestClassifier,5-14,"[True, None, False]",9,3,240,
288,0.016820907592773438,0.00011261284589694262,0.0024253527323404946,1.287950806928183e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8522727272727273,0.8390804597701149,0.7931034482758621,0.8281522117729013,0.02536166197851485,226,0.9310344827586207,0.9085714285714286,0.92,0.9198686371100164,0.00917097388542898,RandomForestClassifier,5-14,"[True, None, False]",9,6,10,
289,0.032355149586995445,0.00018939064460221338,0.0037926832834879556,0.0005696824348794012,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.875,0.8275862068965517,0.8160919540229885,0.8395593869731801,0.025495846080854725,208,0.9137931034482759,0.8971428571428571,0.9257142857142857,0.9122167487684729,0.011717374655057162,RandomForestClassifier,5-14,"[True, None, False]",9,6,20,
290,0.04850546518961588,0.00029814757825626873,0.004620552062988281,7.079787417930237e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8863636363636364,0.8275862068965517,0.8275862068965517,0.84717868338558,0.0277079459712597,193,0.9080459770114943,0.9085714285714286,0.9257142857142857,0.9141105637657362,0.008207874151483923,RandomForestClassifier,5-14,"[True, None, False]",9,6,30,
291,0.0654143492380778,0.0015984586342008855,0.006055593490600586,0.0005736416414416007,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.8275862068965517,0.8160919540229885,0.8357715081853012,0.020254498911958692,211,0.9022988505747126,0.92,0.9257142857142857,0.9160043787629993,0.009968095521748923,RandomForestClassifier,5-14,"[True, None, False]",9,6,40,
292,0.07963339487711589,0.0006109258665955956,0.0072400569915771484,0.0008543572015877188,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.896551724137931,0.9085714285714286,0.9314285714285714,0.9121839080459769,0.014465732501310046,RandomForestClassifier,5-14,"[True, None, False]",9,6,50,
293,0.09546613693237305,7.873735222011955e-05,0.0077057679494222,6.167298736317074e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8275862068965517,0.8434343434343434,0.015035971922082475,196,0.896551724137931,0.92,0.9314285714285714,0.9159934318555009,0.014517531021861084,RandomForestClassifier,5-14,"[True, None, False]",9,6,60,
294,0.11223204930623372,0.0022703486223052045,0.008792400360107422,4.0698174828593946e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9022988505747126,0.92,0.9314285714285714,0.9179091406677613,0.01198370918695713,RandomForestClassifier,5-14,"[True, None, False]",9,6,70,
295,0.12681055068969727,0.00025294544579732996,0.011142492294311523,0.001428788034390273,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.896551724137931,0.9028571428571428,0.9314285714285714,0.9102791461412151,0.015174830450348722,RandomForestClassifier,5-14,"[True, None, False]",9,6,80,
296,0.14327168464660645,0.0032770981393040154,0.010713020960489908,0.0002591092878804635,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8390804597701149,0.8472657610588645,0.011575764094659624,171,0.896551724137931,0.9085714285714286,0.9314285714285714,0.9121839080459769,0.014465732501310046,RandomForestClassifier,5-14,"[True, None, False]",9,6,90,
297,0.1644117832183838,0.0021761655774843983,0.012181917826334635,0.0002849345970439261,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8160919540229885,0.8396029258098224,0.019413439493352454,206,0.9080459770114943,0.9028571428571428,0.9314285714285714,0.9141105637657362,0.012427551167409075,RandomForestClassifier,5-14,"[True, None, False]",9,6,100,
298,0.17448759078979492,0.0013280057107333608,0.012693325678507486,0.00015897976987415708,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8160919540229885,0.8434343434343434,0.020055861582179424,196,0.9137931034482759,0.9085714285714286,0.9257142857142857,0.9160262725779967,0.007174476567506764,RandomForestClassifier,5-14,"[True, None, False]",9,6,110,
299,0.1889368693033854,0.0010947328470426328,0.013848543167114258,0.00016690708282680842,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9022988505747126,0.9085714285714286,0.9371428571428572,0.9160043787629996,0.015164932351602177,RandomForestClassifier,5-14,"[True, None, False]",9,6,120,
300,0.2063305377960205,0.0011343072537739966,0.014879306157430014,0.00014213351582693853,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",9,6,130,
301,0.22097341219584146,0.0011527751129256306,0.016032616297403973,0.00020648575335536896,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9022988505747126,0.9028571428571428,0.9371428571428572,0.9140996168582376,0.016295625480052277,RandomForestClassifier,5-14,"[True, None, False]",9,6,140,
302,0.2367993195851644,0.0012052779648330874,0.01762668291727702,0.0010930609005862279,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",9,6,150,
303,0.24944154421488443,0.0014390920198799164,0.018050114313761394,0.00018211625009248566,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",9,6,160,
304,0.2671507199605306,0.0030543706329230424,0.020110050837198894,0.0009449772306754393,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",9,6,170,
305,0.2821346124013265,0.00086770734165175,0.02015074094136556,4.8568126710262305e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9371428571428572,0.9179310344827587,0.014299636497827744,RandomForestClassifier,5-14,"[True, None, False]",9,6,180,
306,0.2997745672861735,0.004038542982639611,0.024501721064249676,0.004557523720843742,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9371428571428572,0.9179310344827587,0.014299636497827744,RandomForestClassifier,5-14,"[True, None, False]",9,6,190,
307,0.317626158396403,0.002505678621398852,0.022443373998006184,0.0003316505750315526,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",9,6,200,
308,0.3318761984507243,0.005982295968722983,0.02336255709330241,0.00015367494901160464,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",9,6,210,
309,0.34817298253377277,0.0014311275391849282,0.024402856826782227,6.107612069640365e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",9,6,220,
310,0.3640713691711426,0.0021526888103526967,0.026964505513509113,0.001857778388391272,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.875,0.8505747126436781,0.8390804597701149,0.8548850574712644,0.014977486370796841,145,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",9,6,230,
311,0.3779812653859456,0.0033773646331161644,0.028689146041870117,0.0018051732417556714,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",9,6,240,
312,0.016338825225830078,0.00022217754799785296,0.0023941993713378906,5.989702357875231e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.875,0.7701149425287356,0.7931034482758621,0.8127394636015325,0.04501406182953711,305,0.8793103448275862,0.8857142857142857,0.8971428571428571,0.8873891625615764,0.007375795243396479,RandomForestClassifier,5-14,"[True, None, False]",9,9,10,
313,0.031725009282430015,0.0011445999041768868,0.004627227783203125,0.001258478702923232,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8863636363636364,0.735632183908046,0.8275862068965517,0.8165273423894113,0.06203072654195093,273,0.8793103448275862,0.8857142857142857,0.9142857142857143,0.8931034482758621,0.01520458066294915,RandomForestClassifier,5-14,"[True, None, False]",9,9,20,
314,0.0470275084177653,0.0007536399426897285,0.004514853159586589,9.055729232290882e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8863636363636364,0.7816091954022989,0.8160919540229885,0.8280215952629746,0.04358983429169899,239,0.8850574712643678,0.8857142857142857,0.9085714285714286,0.8931143951833608,0.010933061851567144,RandomForestClassifier,5-14,"[True, None, False]",9,9,30,
315,0.06245883305867513,0.0007491706218452572,0.005585988362630208,0.00022982613930036522,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.7586206896551724,0.8275862068965517,0.8166144200626958,0.04356878106455463,271,0.8735632183908046,0.8742857142857143,0.9085714285714286,0.885473453749316,0.016335397775827307,RandomForestClassifier,5-14,"[True, None, False]",9,9,40,
316,0.0777128537495931,0.000262747827069126,0.0065860748291015625,1.159704828931361e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8160919540229885,0.8204893765238593,0.02435506638245373,256,0.8735632183908046,0.8742857142857143,0.9085714285714286,0.885473453749316,0.016335397775827307,RandomForestClassifier,5-14,"[True, None, False]",9,9,50,
317,0.09494535128275554,0.002724746411546294,0.007600545883178711,0.000124133910240617,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8275862068965517,0.8243207941483804,0.024265861954113753,243,0.8793103448275862,0.8914285714285715,0.9142857142857143,0.8950082101806239,0.01450125229947484,RandomForestClassifier,5-14,"[True, None, False]",9,9,60,
318,0.1089323361714681,0.0010019801934340214,0.008630752563476562,0.00011676767455776814,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8390804597701149,0.8319836293974224,0.020099764177198016,214,0.8735632183908046,0.8857142857142857,0.9142857142857143,0.8911877394636015,0.01706945497933189,RandomForestClassifier,5-14,"[True, None, False]",9,9,70,
319,0.1243739128112793,0.0009613411010870498,0.009787241617838541,0.00010579846647773577,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.867816091954023,0.8742857142857143,0.9142857142857143,0.8854625068418173,0.020551512009162446,RandomForestClassifier,5-14,"[True, None, False]",9,9,80,
320,0.1385496457417806,0.0022463608598150275,0.011087735493977865,0.0005340135623343703,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8505747126436781,0.8319836293974224,0.027501177871188512,214,0.867816091954023,0.8685714285714285,0.9142857142857143,0.8835577449370553,0.02173014355790121,RandomForestClassifier,5-14,"[True, None, False]",9,9,90,
321,0.15324807167053223,0.0005205826953523092,0.011803865432739258,0.00013873052456013455,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.8793103448275862,0.8857142857142857,0.9142857142857143,0.8931034482758621,0.01520458066294915,RandomForestClassifier,5-14,"[True, None, False]",9,9,100,
322,0.16924484570821127,0.0005092487028850494,0.013142108917236328,0.00022916337750982277,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.8850574712643678,0.8742857142857143,0.9142857142857143,0.8912096332785988,0.01689944423320894,RandomForestClassifier,5-14,"[True, None, False]",9,9,110,
323,0.18484576543172201,0.0018728901569592703,0.013844569524129232,0.0002658888728128665,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8522727272727273,0.7816091954022989,0.8390804597701149,0.8243207941483804,0.030678108166897797,243,0.8793103448275862,0.8742857142857143,0.9142857142857143,0.8892939244663381,0.017790519887522067,RandomForestClassifier,5-14,"[True, None, False]",9,9,120,
324,0.1989750067392985,0.00042247244487400896,0.015197118123372396,0.00010403656046203127,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8390804597701149,0.8319836293974224,0.020099764177198016,214,0.8793103448275862,0.8742857142857143,0.9142857142857143,0.8892939244663381,0.017790519887522067,RandomForestClassifier,5-14,"[True, None, False]",9,9,130,
325,0.21754082043965658,0.0020585994860256142,0.01605049769083659,0.00028926382955805734,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8522727272727273,0.7471264367816092,0.8390804597701149,0.8128265412748171,0.046768128594011214,302,0.8793103448275862,0.8628571428571429,0.9142857142857143,0.8854844006568144,0.021444715181643825,RandomForestClassifier,5-14,"[True, None, False]",9,9,140,
326,0.23311209678649902,0.0017177702840279255,0.01762239138285319,0.0011103970424969011,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8409090909090909,0.735632183908046,0.8390804597701149,0.8052072448624172,0.04920266119539993,328,0.8620689655172413,0.8628571428571429,0.9142857142857143,0.8797372742200328,0.024431555266482326,RandomForestClassifier,5-14,"[True, None, False]",9,9,150,
327,0.24924778938293457,0.001071121110345579,0.018923282623291016,0.0004152107756443784,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8522727272727273,0.7241379310344828,0.8390804597701149,0.805163706025775,0.0575464516147304,331,0.867816091954023,0.8514285714285714,0.9142857142857143,0.8778434592227695,0.02662287453547623,RandomForestClassifier,5-14,"[True, None, False]",9,9,160,
328,0.26149535179138184,0.001879673610488802,0.019601901372273762,0.0007410955939587777,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.867816091954023,0.8628571428571429,0.9142857142857143,0.8816529830322933,0.023163464850634304,RandomForestClassifier,5-14,"[True, None, False]",9,9,170,
329,0.27900226910909015,0.0015559477819297657,0.020195722579956055,0.00022067928890990727,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8181818181818182,0.7241379310344828,0.8390804597701149,0.7938000696621387,0.04999198918288862,362,0.8620689655172413,0.8628571428571429,0.9142857142857143,0.8797372742200328,0.024431555266482326,RandomForestClassifier,5-14,"[True, None, False]",9,9,180,
330,0.2963109811147054,0.0025940933069311532,0.021965821584065754,0.0015048355484867338,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.8620689655172413,0.8571428571428571,0.9142857142857143,0.8778325123152708,0.02585463963975643,RandomForestClassifier,5-14,"[True, None, False]",9,9,190,
331,0.3094151020050049,0.0021347047190794543,0.022512197494506836,0.0004177307151747977,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.8735632183908046,0.8685714285714285,0.9142857142857143,0.8854734537493157,0.020475013379127643,RandomForestClassifier,5-14,"[True, None, False]",9,9,200,
332,0.3256556987762451,0.00288068271189745,0.02365565299987793,0.00016621463143784283,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.867816091954023,0.8571428571428571,0.9142857142857143,0.8797482211275315,0.024807368671051672,RandomForestClassifier,5-14,"[True, None, False]",9,9,210,
333,0.339410940806071,0.0019571766910962663,0.02442344029744466,0.00030782182850279735,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8742857142857143,0.9142857142857143,0.8873782156540777,0.01902876089919644,RandomForestClassifier,5-14,"[True, None, False]",9,9,220,
334,0.3522982597351074,0.003054166423224468,0.02544124921162923,0.000494296297139749,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8571428571428571,0.9142857142857143,0.8816639299397919,0.02402141650433585,RandomForestClassifier,5-14,"[True, None, False]",9,9,230,
335,0.3979848225911458,0.046701710481166954,0.02673959732055664,0.00014123277501617922,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8571428571428571,0.9142857142857143,0.8816639299397919,0.02402141650433585,RandomForestClassifier,5-14,"[True, None, False]",9,9,240,
336,0.017466942469278973,0.0009464805069824022,0.0026799837748209634,0.0003233753102625771,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.7011494252873564,0.8045977011494253,0.7897944966910484,0.06715580109062759,365,0.8160919540229885,0.8285714285714286,0.8685714285714285,0.8377449370552817,0.02238509557194381,RandomForestClassifier,5-14,"[True, None, False]",9,12,10,
337,0.032004753748575844,0.0008156913986130442,0.003703912099202474,9.602801368947801e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8160919540229885,0.7747300592128178,0.044702831321191475,444,0.8160919540229885,0.8285714285714286,0.8914285714285715,0.8453639846743295,0.03296861068633417,RandomForestClassifier,5-14,"[True, None, False]",9,12,20,
338,0.04621354738871256,0.001056454261504379,0.004488706588745117,0.00011214158382983796,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8522727272727273,0.7126436781609196,0.8275862068965517,0.7975008707767328,0.06084358868469634,359,0.8563218390804598,0.8285714285714286,0.8857142857142857,0.8568691844553914,0.023331684048832773,RandomForestClassifier,5-14,"[True, None, False]",9,12,30,
339,0.0608067512512207,0.00045924258249389703,0.005583922068277995,2.124498476407252e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",9,12,40,
340,0.07767081260681152,0.0006957964557605975,0.006773630777994792,7.454977857188582e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.735632183908046,0.8160919540229885,0.7786050156739813,0.033075821195890406,378,0.8103448275862069,0.8514285714285714,0.8971428571428571,0.8529720853858785,0.03545195161747409,RandomForestClassifier,5-14,"[True, None, False]",9,12,50,
341,0.09164889653523763,0.0006419965374448516,0.007560412089029948,7.459678393498858e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8160919540229885,0.77477359804946,0.03811381901379945,417,0.8045977011494253,0.8457142857142858,0.8914285714285715,0.8472468527640942,0.03546511506330407,RandomForestClassifier,5-14,"[True, None, False]",9,12,60,
342,0.10653869311014812,0.0009233636961799733,0.009938398996988932,0.0013489259161109978,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",9,12,70,
343,0.12253173192342122,0.0009875225850427339,0.01085662841796875,0.0012307694654254237,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",9,12,80,
344,0.13665008544921875,0.0005586397457396753,0.011158466339111328,0.0006554130064120559,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",9,12,90,
345,0.15306266148885092,0.0016860854518976527,0.01189096768697103,4.7145963684908874e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8103448275862069,0.84,0.8914285714285715,0.8472577996715928,0.03349776232256198,RandomForestClassifier,5-14,"[True, None, False]",9,12,100,
346,0.16760476430257162,0.0009427040937577762,0.012783209482828775,0.00013021544999552366,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8103448275862069,0.84,0.8971428571428571,0.8491625615763546,0.036022575187509405,RandomForestClassifier,5-14,"[True, None, False]",9,12,110,
347,0.1857332388559977,0.003319535113554453,0.01433889071146647,0.0004629519256550732,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8160919540229885,0.84,0.8971428571428571,0.8510782703886153,0.0340035123699404,RandomForestClassifier,5-14,"[True, None, False]",9,12,120,
348,0.19660401344299316,0.0007320735033768355,0.015039602915445963,0.00025101459647161747,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8160919540229885,0.84,0.8971428571428571,0.8510782703886153,0.0340035123699404,RandomForestClassifier,5-14,"[True, None, False]",9,12,130,
349,0.210081418355306,0.0022613765008920347,0.015999317169189453,0.0002530994860221459,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",9,12,140,
350,0.2256183624267578,0.002173382155901762,0.017160574595133465,0.00028394390474596547,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8103448275862069,0.84,0.9028571428571428,0.8510673234811165,0.038570250677381034,RandomForestClassifier,5-14,"[True, None, False]",9,12,150,
351,0.24438889821370444,0.0008239591178472872,0.018805424372355144,0.0007644619337393643,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8103448275862069,0.84,0.8971428571428571,0.8491625615763546,0.036022575187509405,RandomForestClassifier,5-14,"[True, None, False]",9,12,160,
352,0.2572519779205322,0.0029318791493907034,0.019360701243082683,0.00011398059489451935,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8342857142857143,0.8971428571428571,0.8453420908593322,0.03858180980432267,RandomForestClassifier,5-14,"[True, None, False]",9,12,170,
353,0.2699609597524007,0.001761867748154027,0.02234681447347005,0.0012838705126695172,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",9,12,180,
354,0.2878313859303792,0.0008684638259000382,0.02238003412882487,0.0015282521732659041,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.8342857142857143,0.9028571428571428,0.8472468527640942,0.04114788616822568,RandomForestClassifier,5-14,"[True, None, False]",9,12,190,
355,0.30366317431132,0.0008323777372601707,0.022113323211669922,8.359305818171568e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",9,12,200,
356,0.3140072822570801,0.0013145016449902865,0.0232544740041097,0.000590771550867776,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",9,12,210,
357,0.3294678529103597,0.002097754961479023,0.024052222569783527,3.754434494259557e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",9,12,220,
358,0.34745311737060547,0.0016158138798692582,0.026138464609781902,0.0009194680911141766,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",9,12,230,
359,0.3603653113047282,0.0018553711800938135,0.026326576868693035,0.0006287517683479562,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",9,12,240,
360,0.018056154251098633,0.00035494310562011376,0.0024723211924235025,1.6208177511149695e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8863636363636364,0.9425287356321839,0.8275862068965517,0.8854928596307906,0.04692913037850623,114,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, None, False]",12,1,10,
361,0.03483080863952637,0.0008770954535027214,0.0035595099131266275,1.0257234148440146e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,127,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,20,
362,0.05168374379475912,0.00034695238363693557,0.004532972971598308,6.277319665691096e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,112,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,30,
363,0.06807502110799153,0.0009356659366382583,0.005757808685302734,0.000287418780431073,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8160919540229885,0.8815308254963427,0.04654873838233857,129,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,40,
364,0.08623361587524414,0.0025085335024595417,0.006905078887939453,0.00024172077567988698,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,78,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,50,
365,0.10311746597290039,0.0009937323176937582,0.007965087890625,0.0003176011707370109,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,44,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,60,
366,0.11943944295247395,0.00047356057280124685,0.009155352910359701,0.00017709962869250586,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,44,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,70,
367,0.13814290364583334,0.0023968185197336504,0.00997320810953776,5.9510580650414534e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,78,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,80,
368,0.15309786796569824,0.000822911456905865,0.010892550150553385,2.162684170787742e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,31,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,90,
369,0.1699202060699463,0.0014050749586981468,0.013325929641723633,0.0019408077497440315,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,31,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,100,
370,0.1868745485941569,0.0007558476720789206,0.013224601745605469,0.00015812215430337071,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8735632183908046,0.9006879136189481,0.019837757956587446,21,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,110,
371,0.20064043998718262,0.0010311323963263256,0.014171123504638672,7.101699367488674e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,120,
372,0.22060108184814453,0.0011627852943859203,0.01515054702758789,0.00019751143451730418,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,130,
373,0.23898561795552573,0.0015904801772213832,0.016313870747884113,0.0002702233366101576,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8735632183908046,0.9006879136189481,0.019837757956587446,21,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,140,
374,0.2553267478942871,0.0021974333601414236,0.017562150955200195,0.0003978051442259714,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,31,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,150,
375,0.2714707851409912,0.002231177631089629,0.01850136121114095,0.00012602315853804482,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8620689655172413,0.9006879136189481,0.027310271054457283,21,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,160,
376,0.28639721870422363,0.0025457069474197195,0.020622809727986652,0.0007994565280446859,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8735632183908046,0.9006879136189481,0.019837757956587446,21,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,170,
377,0.304823637008667,0.0030551948849294277,0.02021193504333496,0.00015896113638813594,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,180,
378,0.3196595509847005,0.005660038995075662,0.021268447240193684,0.00013414307774331198,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,190,
379,0.339537779490153,0.006846856658787226,0.02289271354675293,0.0006302915494569678,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,200,
380,0.3522050380706787,0.004890140688851448,0.024273792902628582,0.0007459396190837215,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8850574712643678,0.9045193312434692,0.014664381748215202,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,210,
381,0.36778728167215985,0.005184916236291764,0.024842580159505207,0.0003858380410898928,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8850574712643678,0.9083507488679903,0.016475063568510938,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,220,
382,0.385360320409139,0.0037535816580589057,0.025983572006225586,0.0001217104467609052,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8850574712643678,0.9083507488679903,0.016475063568510938,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,230,
383,0.40100518862406415,0.00552530964872004,0.026789188385009766,0.0004578933350057376,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8850574712643678,0.9083507488679903,0.016475063568510938,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, None, False]",12,1,240,
384,0.017441670099894207,5.9152263963787635e-05,0.0024978319803873696,2.9634533194531138e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.896551724137931,0.8390804597701149,0.86642284918147,0.023545133018363796,143,0.9655172413793104,0.9657142857142857,0.9771428571428571,0.9694581280788178,0.00543451943341542,RandomForestClassifier,5-14,"[True, None, False]",12,3,10,
385,0.033459981282552086,0.0005217719049732722,0.0035333633422851562,1.2195912403442705e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.875,0.896551724137931,0.8620689655172413,0.8778735632183908,0.014223412265246671,130,0.9885057471264368,0.9828571428571429,0.9828571428571429,0.9847400109469074,0.002662777588704677,RandomForestClassifier,5-14,"[True, None, False]",12,3,20,
386,0.049788316090901695,0.0010822200963348761,0.004952033360799153,0.0005106331676601196,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.8850574712643678,0.8505747126436781,0.8777864855451063,0.019924715064571257,134,0.9885057471264368,0.9771428571428571,0.9771428571428571,0.9809304871373836,0.005356517707510605,RandomForestClassifier,5-14,"[True, None, False]",12,3,30,
387,0.06714908281962077,0.00042446080138144714,0.005775292714436849,0.00019025606750865362,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,125,0.9885057471264368,0.9771428571428571,0.9828571428571429,0.9828352490421457,0.004638906243148655,RandomForestClassifier,5-14,"[True, None, False]",12,3,40,
388,0.08254615465799968,0.0006531827103559701,0.006537993748982747,0.00010126183419511738,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.8505747126436781,0.8778300243817485,0.019716123631497332,132,0.9942528735632183,0.9771428571428571,0.9771428571428571,0.9828461959496441,0.00806573909136708,RandomForestClassifier,5-14,"[True, None, False]",12,3,50,
389,0.09784245491027832,0.0009482902497446477,0.007581154505411784,0.00010638854549708186,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8620689655172413,0.8892807384186693,0.01969736620050975,74,0.9942528735632183,0.9828571428571429,0.9885714285714285,0.9885604816639298,0.004652294018899755,RandomForestClassifier,5-14,"[True, None, False]",12,3,60,
390,0.11567552884419759,0.0028157269946807863,0.008870522181193033,8.513743148639442e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9090909090909091,0.9080459770114943,0.8620689655172413,0.8930686172065482,0.021924214534108293,42,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",12,3,70,
391,0.13251940409342447,0.0009090023078749824,0.009766340255737305,0.00010314591384672902,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",12,3,80,
392,0.14821950594584146,0.0029039487614971058,0.011465867360432943,0.0004679018052046388,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",12,3,90,
393,0.16495037078857422,0.002119270156480693,0.011838754018147787,0.00013269507014446711,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8620689655172413,0.8892371995820273,0.019881188704744476,76,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",12,3,100,
394,0.1842180093129476,0.0025856464113461703,0.013198137283325195,0.00038410325767876044,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",12,3,110,
395,0.1971276601155599,0.0028741190864706593,0.015722910563151043,0.002053030218702747,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",12,3,120,
396,0.2138990561167399,0.0021463726419945666,0.014902591705322266,0.00017293002088733772,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",12,3,130,
397,0.23050435384114584,0.001412329445050313,0.017694473266601562,0.0018491159186020034,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9942857142857143,0.9771428571428571,0.9885604816639301,0.008073490856146273,RandomForestClassifier,5-14,"[True, None, False]",12,3,140,
398,0.2472053368886312,0.004262080366551398,0.017175992329915363,0.00020371611589113311,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",12,3,150,
399,0.26299818356831867,0.0025739239993014217,0.018227259318033855,0.0002786198546532486,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,1.0,0.9828571428571429,0.9771428571428571,0.9866666666666667,0.00971241812112913,RandomForestClassifier,5-14,"[True, None, False]",12,3,160,
400,0.2792731126149495,0.002815715453947456,0.019770463307698567,0.00037008238455012475,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,49,1.0,0.9828571428571429,0.9771428571428571,0.9866666666666667,0.00971241812112913,RandomForestClassifier,5-14,"[True, None, False]",12,3,170,
401,0.29357202847798664,0.0008553522376052658,0.020044485727945965,0.000316428693473789,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9942857142857143,0.9771428571428571,0.9904761904761905,0.009712418121129144,RandomForestClassifier,5-14,"[True, None, False]",12,3,180,
402,0.30858270327250165,0.0005331624543372065,0.02117292086283366,0.00017807780731775844,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",12,3,190,
403,0.3197362422943115,0.0008446945832921475,0.022346655527750652,8.344703250292959e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9885714285714285,0.9771428571428571,0.986655719759168,0.007115270932592212,RandomForestClassifier,5-14,"[True, None, False]",12,3,200,
404,0.3458418051401774,0.006677656733917301,0.023812294006347656,0.0009570867957292204,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9828571428571429,0.9771428571428571,0.9847509578544061,0.007112339835766767,RandomForestClassifier,5-14,"[True, None, False]",12,3,210,
405,0.3542945384979248,0.0022023887821380488,0.026287555694580078,0.0015145834058968859,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9828571428571429,0.9771428571428571,0.9866666666666667,0.00971241812112913,RandomForestClassifier,5-14,"[True, None, False]",12,3,220,
406,0.3775161902109782,0.004760281412594566,0.02527920405069987,8.056862721990296e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,0.9942528735632183,0.9828571428571429,0.9771428571428571,0.9847509578544061,0.007112339835766767,RandomForestClassifier,5-14,"[True, None, False]",12,3,230,
407,0.38854535420735675,0.003298767147718177,0.026967763900756836,0.00018095148182638928,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,78,1.0,0.9885714285714285,0.9771428571428571,0.9885714285714284,0.00933138949631689,RandomForestClassifier,5-14,"[True, None, False]",12,3,240,
408,0.017024755477905273,0.00014405073503426778,0.002470890680948893,4.0608842739426496e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8522727272727273,0.8390804597701149,0.7931034482758621,0.8281522117729013,0.02536166197851485,226,0.9310344827586207,0.9085714285714286,0.92,0.9198686371100164,0.00917097388542898,RandomForestClassifier,5-14,"[True, None, False]",12,6,10,
409,0.032365640004475914,0.0004734872262838746,0.0034994284311930337,4.613438865390768e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.875,0.8275862068965517,0.8160919540229885,0.8395593869731801,0.025495846080854725,208,0.9137931034482759,0.8971428571428571,0.9257142857142857,0.9122167487684729,0.011717374655057162,RandomForestClassifier,5-14,"[True, None, False]",12,6,20,
410,0.049271583557128906,0.0013471976499005458,0.004642804463704427,3.256564677310534e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8863636363636364,0.8275862068965517,0.8275862068965517,0.84717868338558,0.0277079459712597,193,0.9080459770114943,0.9085714285714286,0.9257142857142857,0.9141105637657362,0.008207874151483923,RandomForestClassifier,5-14,"[True, None, False]",12,6,30,
411,0.06395848592122395,0.00019307786923717065,0.005597670873006185,7.127674406669603e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.8275862068965517,0.8160919540229885,0.8357715081853012,0.020254498911958692,211,0.9022988505747126,0.92,0.9257142857142857,0.9160043787629993,0.009968095521748923,RandomForestClassifier,5-14,"[True, None, False]",12,6,40,
412,0.07928935686747234,0.0009831641660902836,0.006654500961303711,0.00018810848164603727,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.896551724137931,0.9085714285714286,0.9314285714285714,0.9121839080459769,0.014465732501310046,RandomForestClassifier,5-14,"[True, None, False]",12,6,50,
413,0.09446334838867188,0.0006548514547287463,0.007470369338989258,4.1854515675759306e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8275862068965517,0.8434343434343434,0.015035971922082475,196,0.896551724137931,0.92,0.9314285714285714,0.9159934318555009,0.014517531021861084,RandomForestClassifier,5-14,"[True, None, False]",12,6,60,
414,0.11296621958414714,0.001817241125504061,0.008797963460286459,0.0003169819218551742,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9022988505747126,0.92,0.9314285714285714,0.9179091406677613,0.01198370918695713,RandomForestClassifier,5-14,"[True, None, False]",12,6,70,
415,0.126876433690389,0.0011306685221968344,0.009951512018839518,0.000137641991442935,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.896551724137931,0.9028571428571428,0.9314285714285714,0.9102791461412151,0.015174830450348722,RandomForestClassifier,5-14,"[True, None, False]",12,6,80,
416,0.14400378863016763,0.0007808605172689786,0.010864496231079102,0.00013348133381495587,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8390804597701149,0.8472657610588645,0.011575764094659624,171,0.896551724137931,0.9085714285714286,0.9314285714285714,0.9121839080459769,0.014465732501310046,RandomForestClassifier,5-14,"[True, None, False]",12,6,90,
417,0.15810004870096842,0.0013678191191716382,0.01186672846476237,9.129186835189463e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8160919540229885,0.8396029258098224,0.019413439493352454,206,0.9080459770114943,0.9028571428571428,0.9314285714285714,0.9141105637657362,0.012427551167409075,RandomForestClassifier,5-14,"[True, None, False]",12,6,100,
418,0.17555483182271323,0.0015691559471873871,0.012987931569417318,0.0002483696359572696,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8160919540229885,0.8434343434343434,0.020055861582179424,196,0.9137931034482759,0.9085714285714286,0.9257142857142857,0.9160262725779967,0.007174476567506764,RandomForestClassifier,5-14,"[True, None, False]",12,6,110,
419,0.1896702448527018,0.00046643714791222635,0.01370382308959961,0.00010239923003788976,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9022988505747126,0.9085714285714286,0.9371428571428572,0.9160043787629996,0.015164932351602177,RandomForestClassifier,5-14,"[True, None, False]",12,6,120,
420,0.2030337651570638,0.0008737335470061676,0.015066941579182943,0.00028555236610737717,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",12,6,130,
421,0.22037784258524576,0.0005766222656891323,0.01598509152730306,0.0002348422869678543,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9022988505747126,0.9028571428571428,0.9371428571428572,0.9140996168582376,0.016295625480052277,RandomForestClassifier,5-14,"[True, None, False]",12,6,140,
422,0.23515534400939941,0.0046831747761933214,0.016854604085286457,0.0005138357308129014,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",12,6,150,
423,0.253184715906779,0.0010174086384015708,0.018002907435099285,0.0002439220802999721,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",12,6,160,
424,0.26843976974487305,0.003611774502908551,0.019327163696289062,7.60778207102441e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8275862068965517,0.8472657610588645,0.014902244141610182,171,0.9080459770114943,0.9028571428571428,0.9371428571428572,0.916015325670498,0.015088857689411836,RandomForestClassifier,5-14,"[True, None, False]",12,6,170,
425,0.28415409723917645,0.001028647454029818,0.020396947860717773,9.893499665401798e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9371428571428572,0.9179310344827587,0.014299636497827744,RandomForestClassifier,5-14,"[True, None, False]",12,6,180,
426,0.300961176554362,0.0010039172947356476,0.021967331568400066,0.0011355197943015258,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9371428571428572,0.9179310344827587,0.014299636497827744,RandomForestClassifier,5-14,"[True, None, False]",12,6,190,
427,0.31791067123413086,0.001902794686442481,0.022416194279988606,0.00011512060013033138,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",12,6,200,
428,0.33049988746643066,0.001555393997559265,0.02324986457824707,0.0003702428412108121,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",12,6,210,
429,0.3461473782857259,0.0034603131211081127,0.02435723940531413,3.511063811580351e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",12,6,220,
430,0.356642484664917,0.007680009564641282,0.026024818420410156,0.0006736116306537563,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.875,0.8505747126436781,0.8390804597701149,0.8548850574712644,0.014977486370796841,145,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",12,6,230,
431,0.3755308787027995,0.005575306957119192,0.028944651285807293,0.0024537853395598247,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8636363636363636,0.8505747126436781,0.8390804597701149,0.8510971786833856,0.010031710779459902,149,0.9137931034482759,0.9028571428571428,0.9314285714285714,0.9160262725779967,0.011770639062925876,RandomForestClassifier,5-14,"[True, None, False]",12,6,240,
432,0.01593812306722005,9.572782238015688e-05,0.0024459362030029297,7.233191665897803e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.875,0.7701149425287356,0.7931034482758621,0.8127394636015325,0.04501406182953711,305,0.8793103448275862,0.8857142857142857,0.8971428571428571,0.8873891625615764,0.007375795243396479,RandomForestClassifier,5-14,"[True, None, False]",12,9,10,
433,0.030747652053833008,0.0002926104787974203,0.0034155845642089844,0.00010200582249298765,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8863636363636364,0.735632183908046,0.8275862068965517,0.8165273423894113,0.06203072654195093,273,0.8793103448275862,0.8857142857142857,0.9142857142857143,0.8931034482758621,0.01520458066294915,RandomForestClassifier,5-14,"[True, None, False]",12,9,20,
434,0.04661742846171061,0.0008593654800784485,0.004468361536661784,4.735688950926363e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8863636363636364,0.7816091954022989,0.8160919540229885,0.8280215952629746,0.04358983429169899,239,0.8850574712643678,0.8857142857142857,0.9085714285714286,0.8931143951833608,0.010933061851567144,RandomForestClassifier,5-14,"[True, None, False]",12,9,30,
435,0.06109801928202311,0.0008227850688493235,0.005537509918212891,7.588780104363781e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8636363636363636,0.7586206896551724,0.8275862068965517,0.8166144200626958,0.04356878106455463,271,0.8735632183908046,0.8742857142857143,0.9085714285714286,0.885473453749316,0.016335397775827307,RandomForestClassifier,5-14,"[True, None, False]",12,9,40,
436,0.07541298866271973,0.000552049592120328,0.006561120351155599,2.7409727308892923e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8160919540229885,0.8204893765238593,0.02435506638245373,256,0.8735632183908046,0.8742857142857143,0.9085714285714286,0.885473453749316,0.016335397775827307,RandomForestClassifier,5-14,"[True, None, False]",12,9,50,
437,0.0944809118906657,0.0018272642273601742,0.007485866546630859,0.00031463141552129674,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8275862068965517,0.8243207941483804,0.024265861954113753,243,0.8793103448275862,0.8914285714285715,0.9142857142857143,0.8950082101806239,0.01450125229947484,RandomForestClassifier,5-14,"[True, None, False]",12,9,60,
438,0.1065672238667806,0.0010996453718946314,0.008655865987141928,0.0001329092282541676,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8390804597701149,0.8319836293974224,0.020099764177198016,214,0.8735632183908046,0.8857142857142857,0.9142857142857143,0.8911877394636015,0.01706945497933189,RandomForestClassifier,5-14,"[True, None, False]",12,9,70,
439,0.12147704760233562,0.002155863887616339,0.00977341334025065,0.00024194465026588344,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.867816091954023,0.8742857142857143,0.9142857142857143,0.8854625068418173,0.020551512009162446,RandomForestClassifier,5-14,"[True, None, False]",12,9,80,
440,0.13725908597310385,0.0004012928833548661,0.010861555735270182,0.00012235950777593374,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8505747126436781,0.8319836293974224,0.027501177871188512,214,0.867816091954023,0.8685714285714285,0.9142857142857143,0.8835577449370553,0.02173014355790121,RandomForestClassifier,5-14,"[True, None, False]",12,9,90,
441,0.14996043841044107,0.00018397453787052963,0.011675119400024414,3.0076671487232406e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.8793103448275862,0.8857142857142857,0.9142857142857143,0.8931034482758621,0.01520458066294915,RandomForestClassifier,5-14,"[True, None, False]",12,9,100,
442,0.16642006238301596,0.001928475716002877,0.012898842493693033,0.0008865552537751598,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8522727272727273,0.7931034482758621,0.8390804597701149,0.8281522117729013,0.02536166197851485,226,0.8850574712643678,0.8742857142857143,0.9142857142857143,0.8912096332785988,0.01689944423320894,RandomForestClassifier,5-14,"[True, None, False]",12,9,110,
443,0.1837484041849772,0.002719391766533149,0.01373910903930664,8.071258310038538e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8522727272727273,0.7816091954022989,0.8390804597701149,0.8243207941483804,0.030678108166897797,243,0.8793103448275862,0.8742857142857143,0.9142857142857143,0.8892939244663381,0.017790519887522067,RandomForestClassifier,5-14,"[True, None, False]",12,9,120,
444,0.1980717976888021,0.0014606150340224552,0.014877796173095703,0.00010167091875181387,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8390804597701149,0.8319836293974224,0.020099764177198016,214,0.8793103448275862,0.8742857142857143,0.9142857142857143,0.8892939244663381,0.017790519887522067,RandomForestClassifier,5-14,"[True, None, False]",12,9,130,
445,0.21546220779418945,0.002201682079916813,0.01573046048482259,0.00012589980971230497,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8522727272727273,0.7471264367816092,0.8390804597701149,0.8128265412748171,0.046768128594011214,302,0.8793103448275862,0.8628571428571429,0.9142857142857143,0.8854844006568144,0.021444715181643825,RandomForestClassifier,5-14,"[True, None, False]",12,9,140,
446,0.23107004165649414,0.005418937933722276,0.01700456937154134,0.00030838066660260067,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8409090909090909,0.735632183908046,0.8390804597701149,0.8052072448624172,0.04920266119539993,328,0.8620689655172413,0.8628571428571429,0.9142857142857143,0.8797372742200328,0.024431555266482326,RandomForestClassifier,5-14,"[True, None, False]",12,9,150,
447,0.24671856562296549,0.0017959612300442961,0.018152634302775066,0.00030876702338264553,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8522727272727273,0.7241379310344828,0.8390804597701149,0.805163706025775,0.0575464516147304,331,0.867816091954023,0.8514285714285714,0.9142857142857143,0.8778434592227695,0.02662287453547623,RandomForestClassifier,5-14,"[True, None, False]",12,9,160,
448,0.2604549725850423,0.0019128100796494618,0.01926883061726888,0.0002998862421617233,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.867816091954023,0.8628571428571429,0.9142857142857143,0.8816529830322933,0.023163464850634304,RandomForestClassifier,5-14,"[True, None, False]",12,9,170,
449,0.2778295675913493,0.002725173810779208,0.01979692776997884,0.00017410916569939272,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8181818181818182,0.7241379310344828,0.8390804597701149,0.7938000696621387,0.04999198918288862,362,0.8620689655172413,0.8628571428571429,0.9142857142857143,0.8797372742200328,0.024431555266482326,RandomForestClassifier,5-14,"[True, None, False]",12,9,180,
450,0.29150764147440594,0.0019337354023041154,0.02093505859375,7.383306687632624e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.8620689655172413,0.8571428571428571,0.9142857142857143,0.8778325123152708,0.02585463963975643,RandomForestClassifier,5-14,"[True, None, False]",12,9,190,
451,0.30905969937642414,0.0016979011022400913,0.022628227869669598,0.0009488627396251812,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.8735632183908046,0.8685714285714285,0.9142857142857143,0.8854734537493157,0.020475013379127643,RandomForestClassifier,5-14,"[True, None, False]",12,9,200,
452,0.3223140239715576,0.0031242793863505117,0.023885488510131836,0.0005160008581159451,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8295454545454546,0.7241379310344828,0.8390804597701149,0.7975879484500173,0.05208267706199016,350,0.867816091954023,0.8571428571428571,0.9142857142857143,0.8797482211275315,0.024807368671051672,RandomForestClassifier,5-14,"[True, None, False]",12,9,210,
453,0.33771975835164386,0.002934632403034816,0.025223334630330402,0.0016507809766649361,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8742857142857143,0.9142857142857143,0.8873782156540777,0.01902876089919644,RandomForestClassifier,5-14,"[True, None, False]",12,9,220,
454,0.35498444239298504,0.001313413745363677,0.026131947835286457,0.000905718058310698,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8571428571428571,0.9142857142857143,0.8816639299397919,0.02402141650433585,RandomForestClassifier,5-14,"[True, None, False]",12,9,230,
455,0.37059394518534344,0.0037629083018265574,0.025945186614990234,0.0003377220843495041,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8409090909090909,0.7241379310344828,0.8390804597701149,0.8013758272378961,0.054620542108914545,337,0.8735632183908046,0.8571428571428571,0.9142857142857143,0.8816639299397919,0.02402141650433585,RandomForestClassifier,5-14,"[True, None, False]",12,9,240,
456,0.01688838005065918,0.0010228374341065866,0.0024313926696777344,8.809042219426778e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.7011494252873564,0.8045977011494253,0.7897944966910484,0.06715580109062759,365,0.8160919540229885,0.8285714285714286,0.8685714285714285,0.8377449370552817,0.02238509557194381,RandomForestClassifier,5-14,"[True, None, False]",12,12,10,
457,0.030619382858276367,0.00017721200337439825,0.0034215450286865234,2.845350359847099e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7954545454545454,0.7126436781609196,0.8160919540229885,0.7747300592128178,0.044702831321191475,444,0.8160919540229885,0.8285714285714286,0.8914285714285715,0.8453639846743295,0.03296861068633417,RandomForestClassifier,5-14,"[True, None, False]",12,12,20,
458,0.045522054036458336,0.0001870578074742003,0.004416624704996745,6.102967154840703e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8522727272727273,0.7126436781609196,0.8275862068965517,0.7975008707767328,0.06084358868469634,359,0.8563218390804598,0.8285714285714286,0.8857142857142857,0.8568691844553914,0.023331684048832773,RandomForestClassifier,5-14,"[True, None, False]",12,12,30,
459,0.060160319010416664,0.00038817035853896335,0.0055548350016276045,9.22457747393936e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",12,12,40,
460,0.07550247510274251,0.0006593835056378795,0.006532986958821614,0.00011208248744266242,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.735632183908046,0.8160919540229885,0.7786050156739813,0.033075821195890406,378,0.8103448275862069,0.8514285714285714,0.8971428571428571,0.8529720853858785,0.03545195161747409,RandomForestClassifier,5-14,"[True, None, False]",12,12,50,
461,0.09143741925557454,0.000987609460922291,0.007490078608194987,0.00016839198166071172,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8160919540229885,0.77477359804946,0.03811381901379945,417,0.8045977011494253,0.8457142857142858,0.8914285714285715,0.8472468527640942,0.03546511506330407,RandomForestClassifier,5-14,"[True, None, False]",12,12,60,
462,0.1050577163696289,0.0007430356998071025,0.008530457814534506,0.00021239534727315645,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",12,12,70,
463,0.1209699312845866,0.0009411754994623383,0.009694576263427734,0.00026643643351791075,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",12,12,80,
464,0.13630286852518717,0.00017629247915659907,0.01062464714050293,0.00017284157591490522,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8457142857142858,0.8971428571428571,0.8491516146688561,0.03785950252550961,RandomForestClassifier,5-14,"[True, None, False]",12,12,90,
465,0.15304716428120932,0.0027784864242992157,0.012103875478108725,0.0003229929350654767,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8103448275862069,0.84,0.8914285714285715,0.8472577996715928,0.03349776232256198,RandomForestClassifier,5-14,"[True, None, False]",12,12,100,
466,0.16655564308166504,0.000706847921383077,0.013325214385986328,0.000368805311742315,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8103448275862069,0.84,0.8971428571428571,0.8491625615763546,0.036022575187509405,RandomForestClassifier,5-14,"[True, None, False]",12,12,110,
467,0.18419353167215982,0.0028757024077268514,0.013642072677612305,0.00011265221096077446,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8160919540229885,0.84,0.8971428571428571,0.8510782703886153,0.0340035123699404,RandomForestClassifier,5-14,"[True, None, False]",12,12,120,
468,0.1991604963938395,0.0013241508933370368,0.014794588088989258,9.502368807204972e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8160919540229885,0.84,0.8971428571428571,0.8510782703886153,0.0340035123699404,RandomForestClassifier,5-14,"[True, None, False]",12,12,130,
469,0.21132898330688477,0.0010313164495463181,0.01572251319885254,7.226115382531889e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8275862068965517,0.7786050156739811,0.042410358126642435,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",12,12,140,
470,0.22849011421203613,0.00043903541111542735,0.01662898063659668,0.00024163531856411373,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8103448275862069,0.84,0.9028571428571428,0.8510673234811165,0.038570250677381034,RandomForestClassifier,5-14,"[True, None, False]",12,12,150,
471,0.24295926094055176,0.0005293927649913341,0.02137152353922526,0.004445522322725053,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8103448275862069,0.84,0.8971428571428571,0.8491625615763546,0.036022575187509405,RandomForestClassifier,5-14,"[True, None, False]",12,12,160,
472,0.25752075513203937,0.003919938094727064,0.01950669288635254,0.00024058462718442352,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.8342857142857143,0.8971428571428571,0.8453420908593322,0.03858180980432267,RandomForestClassifier,5-14,"[True, None, False]",12,12,170,
473,0.27206865946451825,0.0003789870782719499,0.019921223322550457,0.00024093667745775415,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8275862068965517,0.77477359804946,0.04738533839221956,417,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",12,12,180,
474,0.2849343617757161,0.002879002188587758,0.020833651224772137,0.00013858011403934233,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.8342857142857143,0.9028571428571428,0.8472468527640942,0.04114788616822568,RandomForestClassifier,5-14,"[True, None, False]",12,12,190,
475,0.3015608787536621,0.0037694953085061246,0.021883249282836914,0.0001042742674226632,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",12,12,200,
476,0.3133401870727539,0.001634526047158348,0.023224353790283203,0.00019078919511071648,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8390804597701149,0.7786050156739811,0.05176315424353028,381,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",12,12,210,
477,0.332064151763916,0.002821195880795047,0.024190346399943035,0.00015712855622029438,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",12,12,220,
478,0.34749555587768555,0.0008626075130508366,0.02572154998779297,0.0012389041202522022,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",12,12,230,
479,0.36464373270670575,0.0011424529113001076,0.02601448694864909,6.931555213414804e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8390804597701149,0.7824364332985022,0.046939671889537474,369,0.8045977011494253,0.84,0.8971428571428571,0.8472468527640942,0.03812732292989287,RandomForestClassifier,5-14,"[True, None, False]",12,12,240,
0,0.0852196216583252,0.0002754217232137109,0.00586700439453125,4.403843508451507e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.7272727272727273,0.7931034482758621,0.735632183908046,0.7520027864855452,0.0292622444856959,22,0.8850574712643678,0.8857142857142857,0.8514285714285714,0.8740667761357416,0.016009873736296053,AdaBoostClassifier,5-14,"[True, None, False]",,,30,
1,0.11345696449279785,0.000679676215236609,0.007494052251180013,2.583613654838973e-05,42,"{'n_estimators': 40, 'random_state': 42}",0.7727272727272727,0.8160919540229885,0.7471264367816092,0.7786485545106235,0.02846467782546325,19,0.9080459770114943,0.9085714285714286,0.8342857142857143,0.8836343732895457,0.03489543077961911,AdaBoostClassifier,5-14,"[True, None, False]",,,40,
2,0.14141066869099936,0.0012212909636204366,0.009100675582885742,0.00014430568856530268,42,"{'n_estimators': 50, 'random_state': 42}",0.7613636363636364,0.7471264367816092,0.7586206896551724,0.7557035876001393,0.006167472539283679,21,0.9137931034482759,0.8971428571428571,0.8857142857142857,0.8988834154351396,0.011529011484404203,AdaBoostClassifier,5-14,"[True, None, False]",,,50,
3,0.1696929931640625,0.0016696030871844766,0.010754744211832682,0.0002749148063493707,42,"{'n_estimators': 60, 'random_state': 42}",0.7727272727272727,0.7471264367816092,0.7816091954022989,0.7671543016370602,0.0146186790466272,20,0.9195402298850575,0.8914285714285715,0.92,0.9103229337712097,0.01336165018228978,AdaBoostClassifier,5-14,"[True, None, False]",,,60,
4,0.19799049695332846,0.0021082657165557538,0.012329339981079102,0.000271089158678781,42,"{'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.8045977011494253,0.8054249390456287,0.017766512970624856,17,0.9425287356321839,0.9371428571428572,0.9028571428571428,0.9275095785440612,0.017570028661496005,AdaBoostClassifier,5-14,"[True, None, False]",,,70,
5,0.2264401117960612,0.001408547214260442,0.013987382253011068,0.0002407768233440082,42,"{'n_estimators': 80, 'random_state': 42}",0.8068181818181818,0.8390804597701149,0.7931034482758621,0.8130006966213862,0.01927241575334284,16,0.9252873563218391,0.9428571428571428,0.8571428571428571,0.9084291187739463,0.036967416497896616,AdaBoostClassifier,5-14,"[True, None, False]",,,80,
6,0.2553238868713379,0.0019940709195325765,0.015979448954264324,0.00010875761399600137,42,"{'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.8275862068965517,0.7931034482758621,0.8015935214211076,0.01874426559971698,18,0.9252873563218391,0.9542857142857143,0.8971428571428571,0.9255719759168035,0.02332934185166288,AdaBoostClassifier,5-14,"[True, None, False]",,,90,
7,0.2819250424702962,0.00027864351971681144,0.01679515838623047,3.135060777267236e-05,42,"{'n_estimators': 100, 'random_state': 42}",0.8636363636363636,0.8045977011494253,0.8160919540229885,0.8281086729362591,0.025556369944915527,13,0.9425287356321839,0.9371428571428572,0.96,0.9465571975916803,0.009756489266715122,AdaBoostClassifier,5-14,"[True, None, False]",,,100,
8,0.31293145815531415,0.002985830620289944,0.01876521110534668,9.957622670881933e-05,42,"{'n_estimators': 110, 'random_state': 42}",0.8636363636363636,0.7816091954022989,0.8390804597701149,0.8281086729362591,0.03437440095837374,13,0.9540229885057471,0.9142857142857143,0.9428571428571428,0.9370552818828681,0.016733378492962914,AdaBoostClassifier,5-14,"[True, None, False]",,,110,
9,0.3397674560546875,0.0029388456332314784,0.02043938636779785,0.0005196690492389579,42,"{'n_estimators': 120, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8390804597701149,0.8396464646464646,0.010086173480260715,8,0.9712643678160919,0.9314285714285714,0.9542857142857143,0.9523262178434592,0.016321813383473594,AdaBoostClassifier,5-14,"[True, None, False]",,,120,
10,0.3669617970784505,0.002052459517011829,0.022427956263224285,0.0006784081956079522,42,"{'n_estimators': 130, 'random_state': 42}",0.875,0.8275862068965517,0.8620689655172413,0.8548850574712642,0.02001205212239097,1,0.9770114942528736,0.9371428571428572,0.9542857142857143,0.9561466885604816,0.016329410587261547,AdaBoostClassifier,5-14,"[True, None, False]",,,130,
11,0.39846356709798175,0.0015272161506763953,0.023639122645060223,0.00017340723030600708,42,"{'n_estimators': 140, 'random_state': 42}",0.875,0.8275862068965517,0.8505747126436781,0.8510536398467433,0.019359562194835003,3,0.9770114942528736,0.9314285714285714,0.9485714285714286,0.9523371647509578,0.018798693040243238,AdaBoostClassifier,5-14,"[True, None, False]",,,140,
12,0.4252777099609375,0.002164261703044077,0.026010990142822266,0.0003648932808060303,42,"{'n_estimators': 150, 'random_state': 42}",0.8522727272727273,0.8390804597701149,0.8505747126436781,0.8473092998955067,0.0058598163098092975,4,0.9712643678160919,0.9314285714285714,0.9428571428571428,0.9485166940339355,0.01674804581832458,AdaBoostClassifier,5-14,"[True, None, False]",,,150,
13,0.4536855220794678,0.003984704641296965,0.02653026580810547,0.00022578604492813398,42,"{'n_estimators': 160, 'random_state': 42}",0.8522727272727273,0.8505747126436781,0.8505747126436781,0.8511407175200278,0.0008004517725030861,2,0.9712643678160919,0.9371428571428572,0.9371428571428572,0.9485166940339355,0.016085034387582308,AdaBoostClassifier,5-14,"[True, None, False]",,,160,
14,0.48079506556193036,0.0011553345870460388,0.028721014658610027,0.0008852035950897015,42,"{'n_estimators': 170, 'random_state': 42}",0.8409090909090909,0.8275862068965517,0.8620689655172413,0.843521421107628,0.014198200879520555,5,0.9655172413793104,0.9371428571428572,0.9428571428571428,0.9485057471264368,0.012253066768304325,AdaBoostClassifier,5-14,"[True, None, False]",,,170,
15,0.5106320381164551,0.001293543833199394,0.029671510060628254,0.00021518289046752333,42,"{'n_estimators': 180, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8505747126436781,0.8434778822709857,0.011258473048476575,6,0.9712643678160919,0.9371428571428572,0.9485714285714286,0.9523262178434594,0.01418081343491822,AdaBoostClassifier,5-14,"[True, None, False]",,,180,
16,0.5349187056223551,0.000319638280708223,0.03216123580932617,0.0008937473563850773,42,"{'n_estimators': 190, 'random_state': 42}",0.8522727272727273,0.8275862068965517,0.8390804597701149,0.8396464646464646,0.010086173480260715,8,0.9655172413793104,0.9314285714285714,0.9371428571428572,0.9446962233169129,0.014906360167662929,AdaBoostClassifier,5-14,"[True, None, False]",,,190,
17,0.564340353012085,0.0005029909178401476,0.033364454905192055,0.0009399206164274421,42,"{'n_estimators': 200, 'random_state': 42}",0.8522727272727273,0.8160919540229885,0.8160919540229885,0.8281522117729013,0.01705578007564209,11,0.9597701149425287,0.9371428571428572,0.9485714285714286,0.9484948002189381,0.009237698227426695,AdaBoostClassifier,5-14,"[True, None, False]",,,200,
18,0.5943432648976644,0.004256216396085354,0.03437884648640951,0.0004903184721379765,42,"{'n_estimators': 210, 'random_state': 42}",0.8295454545454546,0.8045977011494253,0.8390804597701149,0.824407871821665,0.014538712178319473,15,0.9597701149425287,0.9257142857142857,0.9657142857142857,0.9503995621237,0.017623004758891034,AdaBoostClassifier,5-14,"[True, None, False]",,,210,
19,0.6227313677469889,0.002068927343620356,0.03715697924296061,0.0005589413401513543,42,"{'n_estimators': 220, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8275862068965517,0.8281522117729013,0.019467362432276585,11,0.9597701149425287,0.9257142857142857,0.9657142857142857,0.9503995621237,0.017623004758891034,AdaBoostClassifier,5-14,"[True, None, False]",,,220,
20,0.6500844160715739,0.0019709794745052804,0.03802919387817383,0.001089163622651167,42,"{'n_estimators': 230, 'random_state': 42}",0.8636363636363636,0.8275862068965517,0.8390804597701149,0.8434343434343434,0.015035971922082475,7,0.9655172413793104,0.9428571428571428,0.9657142857142857,0.9580295566502463,0.01072881825891849,AdaBoostClassifier,5-14,"[True, None, False]",,,230,
21,0.6777165730794271,0.0005923942998761657,0.03984745343526205,0.0005310760633725954,42,"{'n_estimators': 240, 'random_state': 42}",0.875,0.7931034482758621,0.8390804597701149,0.835727969348659,0.033518061699085604,10,0.9655172413793104,0.92,0.9657142857142857,0.9504105090311987,0.02150362762062794,AdaBoostClassifier,5-14,"[True, None, False]",,,240,
0,0.3307499090830485,0.002347102555108014,0.0015750726064046223,6.325071107343004e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8620689655172413,0.8854493207941484,0.01653937198076702,24,0.9885057471264368,0.9942857142857143,0.9942857142857143,0.9923590585659552,0.002724702648907126,GradientBoostingClassifier,5-14,"[True, None, False]",,,30,0.05
1,0.43902111053466797,0.002978246873130383,0.002006053924560547,0.00043718899211402383,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8620689655172413,0.8892371995820273,0.019881188704744476,23,0.9942528735632183,0.9942857142857143,0.9942857142857143,0.9942747673782156,1.548126505065149e-05,GradientBoostingClassifier,5-14,"[True, None, False]",,,40,0.05
2,0.551652987798055,0.0031840783674247247,0.0017259915669759114,2.016889033236088e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,50,0.05
3,0.6605203151702881,0.002687348429298883,0.0018295447031656902,2.45199209899897e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,60,0.05
4,0.7721264362335205,0.0008336716695240284,0.0018618106842041016,1.706761769712909e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,70,0.05
5,0.884415864944458,0.0031876331193920544,0.0020351409912109375,2.222371523115057e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,80,0.05
6,0.9981835683186849,0.002327386974978576,0.0020165443420410156,2.286913529480307e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,90,0.05
7,1.1045167446136475,0.0034184644160437454,0.00212860107421875,2.1277661606014155e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,100,0.05
8,1.2183648745218914,0.00465009189479219,0.0022109349568684897,6.375496872044068e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,110,0.05
9,1.3322558403015137,0.006939664431006821,0.0023010571797688804,0.00012706559621960804,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,120,0.05
10,1.436122179031372,0.004249368979431195,0.0022344589233398438,3.701302865421914e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8505747126436781,0.8816179031696273,0.02195609614881876,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,130,0.05
11,1.5560351212819417,0.00862404412498292,0.002390146255493164,1.1723795750755546e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8390804597701149,0.8777864855451062,0.027373500593240348,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,140,0.05
12,1.6646180947621663,0.003568505445411617,0.0025885899861653647,0.0002489285087894985,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8390804597701149,0.8777864855451062,0.027373500593240348,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,150,0.05
13,1.7749670346577961,0.006871455522899779,0.0024956862131754556,5.3392396306524333e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,160,0.05
14,1.8815113703409831,0.004577553711630873,0.0024972756703694663,6.776076182088229e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,170,0.05
15,2.0,0.00865708733832427,0.0026377042134602866,6.116860341498354e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8390804597701149,0.8777864855451062,0.027373500593240348,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,180,0.05
16,2.1061588128407798,0.009205186589751176,0.0026342074076334634,6.561446018343296e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,190,0.05
17,2.230773448944092,0.0070855335173228345,0.002711057662963867,4.3300822432344926e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8390804597701149,0.8777864855451062,0.027373500593240348,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,200,0.05
18,2.3325489362080893,0.012414162693728593,0.002762873967488607,6.358236061402191e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,210,0.05
19,2.4492897192637124,0.014687843316969054,0.0028547445933024087,3.3494392762188795e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,220,0.05
20,2.5534085432688394,0.005320508207456175,0.0029448668162027993,1.7617539523181713e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.9090909090909091,0.9080459770114943,0.8390804597701149,0.885405781957506,0.03275972708053639,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,230,0.05
21,2.6743481953938804,0.009425821625846953,0.0029521783192952475,6.220313872216047e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,240,0.05
22,0.33157920837402344,0.002885504216932966,0.0015914440155029297,2.1622168538882934e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8505747126436781,0.8816179031696273,0.02195609614881876,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,30,0.1
23,0.44339362780253094,0.0020823160889792804,0.0016477902730305989,1.8539844603336813e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.8505747126436781,0.8778300243817485,0.019716123631497332,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,40,0.1
24,0.5555013020833334,0.003399222774263687,0.0017672379811604817,3.289043612366076e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.8863636363636364,0.896551724137931,0.8505747126436781,0.8778300243817485,0.019716123631497332,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,50,0.1
25,0.6672587394714355,0.002832264413333203,0.0021180311838785806,0.0003968974709155667,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8505747126436781,0.8816179031696273,0.02195609614881876,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,60,0.1
26,0.7812701066335043,0.004586694882835586,0.0019068717956542969,4.460403188197543e-06,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8505747126436781,0.8816179031696273,0.02195609614881876,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,70,0.1
27,0.8892407417297363,0.003044694709011364,0.0021169185638427734,0.00020538050445119188,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,80,0.1
28,1.0056658585866292,0.007037808424599288,0.0020586649576822915,6.957148735118495e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.9090909090909091,0.9080459770114943,0.8390804597701149,0.885405781957506,0.03275972708053639,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,90,0.1
29,1.112461805343628,0.0064314556096913824,0.0021731058756510415,1.942034418351107e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.9090909090909091,0.9080459770114943,0.8390804597701149,0.885405781957506,0.03275972708053639,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,100,0.1
30,1.2230483690897624,0.005399264482914841,0.0022900899251302085,9.531105547432135e-05,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8390804597701149,0.8815743643329851,0.03048066855751889,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,110,0.1
31,1.334670861562093,0.0007974476790596737,0.002286195755004883,9.64357226079434e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8390804597701149,0.8777864855451062,0.027373500593240348,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,120,0.1
32,1.44282865524292,0.004500105078678783,0.0023209253946940103,1.3638339282457442e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8390804597701149,0.8777864855451062,0.027373500593240348,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,130,0.1
33,1.5561864376068115,0.004300866184685835,0.002390623092651367,1.4824191624364675e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8390804597701149,0.8777864855451062,0.027373500593240348,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,140,0.1
34,1.6702922185262044,0.008976580949828339,0.0024846394856770835,7.655014625071862e-06,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8390804597701149,0.8777864855451062,0.027373500593240348,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,150,0.1
35,1.7821279366811116,0.0011403517576008691,0.0026350816090901694,9.197423959279814e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,160,0.1
36,1.891780932744344,0.012245221068190778,0.002730290095011393,0.0001218852011342249,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,170,0.1
37,2.0036888122558594,0.004814080295267474,0.0028931299845377603,0.00036858856046733247,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,180,0.1
38,2.1169028282165527,0.008101794608611306,0.0026699701944986978,5.552144843835107e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,190,0.1
39,2.220319668451945,0.004163822066915156,0.002751429875691732,5.341652258438373e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,200,0.1
40,2.3389968872070312,0.002195148122391507,0.00283050537109375,2.6498449112755153e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,210,0.1
41,2.44545571009318,0.006474679084364489,0.002866347630818685,3.822454538995941e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.8977272727272727,0.9080459770114943,0.8390804597701149,0.8816179031696273,0.030372075801645415,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,220,0.1
42,2.564158837000529,0.0056609095336580964,0.002997318903605143,4.880280715825822e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.8977272727272727,0.9195402298850575,0.8390804597701149,0.8854493207941484,0.033975527756425254,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,230,0.1
43,2.6655478477478027,0.01219981145346345,0.0030433336893717446,3.975295676819392e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.8977272727272727,0.9195402298850575,0.8390804597701149,0.8854493207941484,0.033975527756425254,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,240,0.1
44,0.3327919642130534,0.003439223042123577,0.0015979607899983723,3.3937237501245975e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8505747126436781,0.9006008359456635,0.03817146921594403,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,30,0.5
45,0.44781072934468585,0.004048070171388464,0.0017422835032145183,7.879035665151082e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,40,0.5
46,0.5579679012298584,0.0025051169831420664,0.001809994379679362,5.878596204628614e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9431818181818182,0.9195402298850575,0.8505747126436781,0.9044322535701846,0.03928703951081174,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,50,0.5
47,0.6689346631368002,0.002386153047943586,0.0021190643310546875,0.0003200289665439093,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9431818181818182,0.896551724137931,0.8505747126436781,0.8967694183211425,0.03780700589490532,3,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,60,0.5
48,0.7643741766611735,0.016390526303898145,0.002002239227294922,0.00010665725597310722,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,70,0.5
49,0.787370522816976,0.027450519104885506,0.0019815762837727866,0.00011668916392285086,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,80,0.5
50,0.7977025508880615,0.02572538435734588,0.0019298394521077473,6.344333870306716e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,90,0.5
51,0.8069395224253336,0.02299324734193283,0.001959641774495443,1.4745160602962643e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,100,0.5
52,0.8227043946584066,0.02491299113701345,0.0019291241963704426,5.86116515969095e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,110,0.5
53,0.8340388933817545,0.024797454437255433,0.0020278294881184897,0.00010224540913984663,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,120,0.5
54,0.8463282585144043,0.020821726519613726,0.0019948482513427734,5.1068717948920996e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,130,0.5
55,0.8573134740193685,0.03131624003639556,0.002087275187174479,0.00010562854949454031,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,140,0.5
56,0.8737086455027262,0.02408087112958873,0.0020805994669596353,3.857635858961079e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,150,0.5
57,0.8961006005605062,0.02534050491549887,0.0020409425099690757,2.9061215626538572e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,160,0.5
58,0.9081389904022217,0.01791683652105703,0.0021442572275797525,3.765219114818432e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,170,0.5
59,0.9202309449513754,0.018059409963603897,0.0021605491638183594,8.127800911887338e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,180,0.5
60,0.9421582221984863,0.03151640544680496,0.0021774768829345703,3.622236593798327e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,190,0.5
61,0.9408883253733317,0.021153508860175616,0.002166589101155599,1.1479358727307502e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,200,0.5
62,0.9707926909128824,0.02950116449287866,0.0021533966064453125,4.203520818887341e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,210,0.5
63,0.9755713144938151,0.024578202029988293,0.002150853474934896,2.7712221503884785e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,220,0.5
64,0.9873815377553304,0.021185533916921143,0.0021982192993164062,3.4908583665597236e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,230,0.5
65,1.0119129021962483,0.02797370032444805,0.0022370020548502603,8.963890367885286e-06,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.9431818181818182,0.9080459770114943,0.8390804597701149,0.8967694183211424,0.04324075074674498,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, None, False]",,,240,0.5
0,0.006766478220621745,0.00048057684447619294,0.0009141763051350912,3.580479450621626e-05,42,{'random_state': 42},0.872093023255814,0.8823529411764706,0.8352941176470589,0.8632466940264477,0.02020439512612428,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-21,"[True, None, False]",,,,
0,0.017836332321166992,0.002486742102594528,0.00267179807027181,0.0005242779318445846,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8235294117647058,0.8243046055631554,0.01827049410069036,345,0.8764705882352941,0.9239766081871345,0.9473684210526315,0.9159385391583533,0.029496707045955358,RandomForestClassifier,5-21,"[True, None, False]",3,1,10,
1,0.031781673431396484,0.0004290933478630319,0.0038753350575764975,0.0005560993068007858,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8352941176470589,0.8281805745554035,0.010060069116744327,329,0.9,0.9298245614035088,0.9298245614035088,0.9198830409356725,0.014059433076223742,RandomForestClassifier,5-21,"[True, None, False]",3,1,20,
2,0.046575466791788735,0.0005671444756419646,0.004378477732340495,7.731365526209075e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8352941176470589,0.8359781121751025,0.008781452677802592,302,0.888235294117647,0.9181286549707602,0.9298245614035088,0.9120628368306386,0.017512136755699532,RandomForestClassifier,5-21,"[True, None, False]",3,1,30,
3,0.06121683120727539,0.0002686439639181786,0.005498091379801433,0.00014015570006701737,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8255813953488372,0.8352941176470589,0.8470588235294118,0.8359781121751025,0.008781452677802592,302,0.9117647058823529,0.9181286549707602,0.9181286549707602,0.9160073386079578,0.002999994370359174,RandomForestClassifier,5-21,"[True, None, False]",3,1,40,
4,0.07681409517923991,0.0012158427691936421,0.006494283676147461,0.00010095161808450039,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8255813953488372,0.8352941176470589,0.8588235294117647,0.8398996808025535,0.013956319434790053,282,0.9,0.9181286549707602,0.9298245614035088,0.9159844054580897,0.012269867432246553,RandomForestClassifier,5-21,"[True, None, False]",3,1,50,
5,0.0927120844523112,0.0002826735111069752,0.00763249397277832,1.1041294564051185e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8352941176470589,0.8281805745554035,0.010060069116744327,329,0.8941176470588236,0.9064327485380117,0.9181286549707602,0.9062263501891984,0.00980353934201201,RandomForestClassifier,5-21,"[True, None, False]",3,1,60,
6,0.10898359616597493,0.001747642492611267,0.008788188298543295,0.00029126108091007114,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8941176470588236,0.9005847953216374,0.935672514619883,0.9101249856667813,0.018256746303225012,RandomForestClassifier,5-21,"[True, None, False]",3,1,70,
7,0.12060872713724773,0.001471920286586164,0.009749492009480795,0.0002330740758620887,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,278,0.8941176470588236,0.9064327485380117,0.9122807017543859,0.9042770324504069,0.007570093476140851,RandomForestClassifier,5-21,"[True, None, False]",3,1,80,
8,0.13678979873657227,0.0005698741703923361,0.011571168899536133,0.0011910302353083763,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8588235294117647,0.8477428180574554,0.015670492278005533,238,0.9,0.9064327485380117,0.8888888888888888,0.8984405458089668,0.0072466394914000665,RandomForestClassifier,5-21,"[True, None, False]",3,1,90,
9,0.15355761845906576,0.001339399197812706,0.01208949089050293,0.000596732158414671,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8470588235294118,0.8398996808025535,0.01012455673928753,282,0.8941176470588236,0.9064327485380117,0.8947368421052632,0.8984290792340328,0.005665091489227352,RandomForestClassifier,5-21,"[True, None, False]",3,1,100,
10,0.1684281826019287,0.0008011779799066195,0.012837807337443033,0.00040809945674556654,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8255813953488372,0.8352941176470589,0.8470588235294118,0.8359781121751025,0.008781452677802592,302,0.8941176470588236,0.9005847953216374,0.8830409356725146,0.8925811260176585,0.0072441896500798734,RandomForestClassifier,5-21,"[True, None, False]",3,1,110,
11,0.18205666542053223,0.004119267536924856,0.013676881790161133,6.844011467393138e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8470588235294118,0.8398996808025535,0.01012455673928753,282,0.8941176470588236,0.8947368421052632,0.8830409356725146,0.8906318082788672,0.005373506665160617,RandomForestClassifier,5-21,"[True, None, False]",3,1,120,
12,0.19419987996419272,0.0013503818738951978,0.014512856801350912,0.0003228388486901665,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8255813953488372,0.8352941176470589,0.8352941176470589,0.8320565435476516,0.004578621200569531,325,0.888235294117647,0.8947368421052632,0.8830409356725146,0.8886710239651417,0.00478476416666488,RandomForestClassifier,5-21,"[True, None, False]",3,1,130,
13,0.2133770783742269,0.0030030213719894647,0.01606917381286621,0.0006870479144133261,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8255813953488372,0.8352941176470589,0.8352941176470589,0.8320565435476516,0.004578621200569531,325,0.8823529411764706,0.8947368421052632,0.8830409356725146,0.8867102396514163,0.005682610569138349,RandomForestClassifier,5-21,"[True, None, False]",3,1,140,
14,0.22937742869059244,0.0019050777579579744,0.016982396443684895,0.000261360005053957,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8352941176470589,0.8359781121751025,0.008781452677802592,302,0.888235294117647,0.9005847953216374,0.8830409356725146,0.8906203417039329,0.007358128921524631,RandomForestClassifier,5-21,"[True, None, False]",3,1,150,
15,0.24244006474812826,0.0038908508274547696,0.01764567693074544,0.0003657841603274269,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8352941176470589,0.8359781121751025,0.008781452677802592,302,0.8941176470588236,0.9005847953216374,0.8888888888888888,0.8945304437564499,0.0047837473216493205,RandomForestClassifier,5-21,"[True, None, False]",3,1,160,
16,0.25814374287923175,0.0029789055372005818,0.01898479461669922,0.0002184076421172699,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8352941176470589,0.8359781121751025,0.008781452677802592,302,0.8941176470588236,0.9005847953216374,0.8947368421052632,0.8964797614952413,0.0029136835407293183,RandomForestClassifier,5-21,"[True, None, False]",3,1,170,
17,0.2709527015686035,0.0011611992448273213,0.019576311111450195,0.00012507912215627652,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8352941176470589,0.8359781121751025,0.008781452677802592,302,0.8941176470588236,0.9005847953216374,0.8947368421052632,0.8964797614952413,0.0029136835407293183,RandomForestClassifier,5-21,"[True, None, False]",3,1,180,
18,0.28697848320007324,0.001819482135036882,0.02076554298400879,6.116540244078298e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8470588235294118,0.8398996808025535,0.01012455673928753,282,0.888235294117647,0.8947368421052632,0.8888888888888888,0.890620341703933,0.002923009658652326,RandomForestClassifier,5-21,"[True, None, False]",3,1,190,
19,0.3068806330362956,0.003016616937683928,0.021937449773152668,0.0005561658468080104,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8352941176470589,0.8321021431828545,0.013702367914700002,310,0.888235294117647,0.8947368421052632,0.8888888888888888,0.890620341703933,0.002923009658652326,RandomForestClassifier,5-21,"[True, None, False]",3,1,200,
20,0.32157739003499347,0.0013591367143377206,0.02333998680114746,0.0005919856342261256,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8352941176470589,0.8359781121751025,0.008781452677802592,302,0.8823529411764706,0.8947368421052632,0.8888888888888888,0.8886595573902075,0.005058306386908114,RandomForestClassifier,5-21,"[True, None, False]",3,1,210,
21,0.3351909319559733,0.0005168869461957172,0.02425066630045573,0.0005712058149998114,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8470588235294118,0.8398996808025535,0.01012455673928753,282,0.8823529411764706,0.8947368421052632,0.8888888888888888,0.8886595573902075,0.005058306386908114,RandomForestClassifier,5-21,"[True, None, False]",3,1,220,
22,0.3512694040934245,0.0013671684478530825,0.025847991307576496,0.000734594799021117,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,298,0.888235294117647,0.8947368421052632,0.8888888888888888,0.890620341703933,0.002923009658652326,RandomForestClassifier,5-21,"[True, None, False]",3,1,230,
23,0.36740565299987793,0.0023632574001837556,0.025957345962524414,0.0001601920931174847,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8470588235294118,0.8398996808025535,0.01012455673928753,282,0.9,0.8947368421052632,0.8947368421052632,0.8964912280701754,0.0024810764252159636,RandomForestClassifier,5-21,"[True, None, False]",3,1,240,
24,0.015949090321858723,0.0001634173806262398,0.0024232069651285806,0.0001613479519601774,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8,0.8705882352941177,0.8204286365709074,0.03567092488624945,367,0.8705882352941177,0.9181286549707602,0.9532163742690059,0.9139777548446278,0.03386025021079243,RandomForestClassifier,5-21,"[True, None, False]",3,3,10,
25,0.03146632512410482,0.00019643244210341905,0.0035070578257242837,2.2749791488983544e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8352941176470589,0.8320109439124487,0.006048100184802317,327,0.888235294117647,0.9181286549707602,0.9298245614035088,0.9120628368306386,0.017512136755699532,RandomForestClassifier,5-21,"[True, None, False]",3,3,20,
26,0.04712756474812826,0.0006070768258242449,0.004682302474975586,0.0002471360095228116,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8352941176470589,0.8282261741906064,0.018933790014748444,328,0.888235294117647,0.9122807017543859,0.9298245614035088,0.9101135190918472,0.017047762294278176,RandomForestClassifier,5-21,"[True, None, False]",3,3,30,
27,0.061519463857014976,0.0005993629166144346,0.0054798126220703125,1.6122220896768165e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8588235294117647,0.8398540811673506,0.014529620927895528,288,0.9176470588235294,0.9122807017543859,0.9239766081871345,0.9179681229216833,0.004780227919060253,RandomForestClassifier,5-21,"[True, None, False]",3,3,40,
28,0.07608691851298015,0.0010488047717453221,0.006413380304972331,7.787066958917469e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8588235294117647,0.8360237118103054,0.018325380877492227,298,0.8941176470588236,0.9005847953216374,0.9122807017543859,0.9023277147116157,0.007516757499900646,RandomForestClassifier,5-21,"[True, None, False]",3,3,50,
29,0.09141770998636882,0.001165256365328591,0.007406711578369141,7.892795357416944e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,278,0.8941176470588236,0.9005847953216374,0.9181286549707602,0.9042770324504071,0.01014418015409395,RandomForestClassifier,5-21,"[True, None, False]",3,3,60,
30,0.10645548502604167,0.00029837348276680114,0.008438030878702799,0.00013442810139196144,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,278,0.9,0.9005847953216374,0.9064327485380117,0.9023391812865498,0.0029044180167156672,RandomForestClassifier,5-21,"[True, None, False]",3,3,70,
31,0.1228795846303304,0.0018679498002121054,0.009681463241577148,0.00011019083236801784,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,278,0.888235294117647,0.9005847953216374,0.9005847953216374,0.8964682949203072,0.005821610697075347,RandomForestClassifier,5-21,"[True, None, False]",3,3,80,
32,0.13637280464172363,0.0011356136462016633,0.012039979298909506,0.002013111706466556,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,298,0.888235294117647,0.9064327485380117,0.8888888888888888,0.8945189771815159,0.008428533185254099,RandomForestClassifier,5-21,"[True, None, False]",3,3,90,
33,0.1506315072377523,0.0012736660628555722,0.01169284184773763,0.00019351466724461778,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,298,0.8823529411764706,0.9064327485380117,0.8947368421052632,0.8945075106065818,0.009831877587536312,RandomForestClassifier,5-21,"[True, None, False]",3,3,100,
34,0.1667032241821289,0.0043202518131602126,0.013049125671386719,0.0002359217397380682,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8947368421052632,0.8947368421052632,0.890608875128999,0.005837826882861089,RandomForestClassifier,5-21,"[True, None, False]",3,3,110,
35,0.18178582191467285,0.0007221696006066598,0.013898770014444986,0.00013878355296748828,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8888888888888888,0.8771929824561403,0.8828116041738333,0.004785835742394038,RandomForestClassifier,5-21,"[True, None, False]",3,3,120,
36,0.19620736440022787,0.00029283038833058264,0.014631986618041992,0.00018820968614238293,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.9005847953216374,0.8771929824561403,0.886710239651416,0.0100343996592864,RandomForestClassifier,5-21,"[True, None, False]",3,3,130,
37,0.21492584546407065,0.0018340923909484384,0.015741348266601562,0.0003551391793478265,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.9005847953216374,0.8830409356725146,0.8886595573902074,0.008437093057744347,RandomForestClassifier,5-21,"[True, None, False]",3,3,140,
38,0.22892443339029947,0.001611249366267731,0.016637643178304035,0.00013496911116921004,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.9005847953216374,0.8830409356725146,0.8886595573902074,0.008437093057744347,RandomForestClassifier,5-21,"[True, None, False]",3,3,150,
39,0.24222413698832193,0.0017002067952690317,0.01782528559366862,0.00023076203521970134,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8352941176470589,0.8281805745554035,0.010060069116744327,329,0.8823529411764706,0.9005847953216374,0.8888888888888888,0.8906088751289989,0.00754183403389764,RandomForestClassifier,5-21,"[True, None, False]",3,3,160,
40,0.25681543350219727,0.0015257602883963755,0.018714427947998047,0.00028618116086517474,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8352941176470589,0.8281805745554035,0.010060069116744327,329,0.8823529411764706,0.8947368421052632,0.8947368421052632,0.890608875128999,0.005837826882861089,RandomForestClassifier,5-21,"[True, None, False]",3,3,170,
41,0.27333641052246094,0.001677051685032241,0.01955890655517578,0.00025321721825984333,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8947368421052632,0.8888888888888888,0.8886595573902075,0.005058306386908114,RandomForestClassifier,5-21,"[True, None, False]",3,3,180,
42,0.28870471318562824,0.0019956542420708472,0.020879109700520832,9.075793618702266e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8830409356725146,0.8771929824561403,0.8808622864350418,0.0026097481198810064,RandomForestClassifier,5-21,"[True, None, False]",3,3,190,
43,0.30201292037963867,0.0009780216267102416,0.02150424321492513,7.996667981125837e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8830409356725146,0.8771929824561403,0.8808622864350418,0.0026097481198810064,RandomForestClassifier,5-21,"[True, None, False]",3,3,200,
44,0.3174082438151042,0.0036390578077697016,0.023332754770914715,0.00041632646244803864,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8888888888888888,0.8771929824561403,0.8828116041738333,0.004785835742394038,RandomForestClassifier,5-21,"[True, None, False]",3,3,210,
45,0.33413346608479816,0.0021970811665219738,0.023793379465738933,0.00024861927982582825,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8947368421052632,0.8771929824561403,0.8847609219126248,0.007361862593406523,RandomForestClassifier,5-21,"[True, None, False]",3,3,220,
46,0.34989182154337567,0.0015760153421943111,0.02496202786763509,0.0002171131910751505,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8888888888888888,0.8771929824561403,0.8828116041738333,0.004785835742394038,RandomForestClassifier,5-21,"[True, None, False]",3,3,230,
47,0.363526185353597,0.0077289906609232725,0.026480595270792644,0.0006187588946408415,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8823529411764706,0.8888888888888888,0.8888888888888888,0.886710239651416,0.003081075299287778,RandomForestClassifier,5-21,"[True, None, False]",3,3,240,
48,0.015897274017333984,0.00020690511384300985,0.0024096171061197915,8.499509952735981e-06,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.7764705882352941,0.8352941176470589,0.8008207934336525,0.02505873177236238,375,0.8705882352941177,0.8830409356725146,0.8947368421052632,0.8827886710239651,0.009860241066001939,RandomForestClassifier,5-21,"[True, None, False]",3,6,10,
49,0.030912319819132488,0.00034913361643464823,0.0034689108530680337,0.00010021757642025326,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.8470588235294118,0.8203830369357045,0.0192522286253661,368,0.8705882352941177,0.9064327485380117,0.8830409356725146,0.8866873065015479,0.014858876081095835,RandomForestClassifier,5-21,"[True, None, False]",3,6,20,
50,0.04587539037068685,0.0007618145879027595,0.0047295888264973955,0.0003361029102933059,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8470588235294118,0.8321021431828545,0.013702367914700002,310,0.8764705882352941,0.8888888888888888,0.8888888888888888,0.8847494553376906,0.005854043068646778,RandomForestClassifier,5-21,"[True, None, False]",3,6,30,
51,0.060988982518514,0.0013049910905208084,0.0054980119069417315,4.8013710870721225e-06,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8255813953488372,0.8117647058823529,0.8352941176470589,0.8242134062927496,0.009654423857881653,366,0.8764705882352941,0.8830409356725146,0.8654970760233918,0.8750028666437335,0.007237053168695126,RandomForestClassifier,5-21,"[True, None, False]",3,6,40,
52,0.0748593012491862,0.0002866853186499709,0.00648808479309082,3.709382424265148e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.8352941176470589,0.8164614683082535,0.013863039075399819,371,0.8705882352941177,0.8830409356725146,0.8654970760233918,0.873042082330008,0.007369431312464178,RandomForestClassifier,5-21,"[True, None, False]",3,6,50,
53,0.09012397130330403,0.0010485733014639813,0.007627566655476888,3.321033785165139e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8352941176470589,0.8203374373005016,0.010613651820137654,369,0.8705882352941177,0.8888888888888888,0.8654970760233918,0.8749914000687994,0.01004440548459215,RandomForestClassifier,5-21,"[True, None, False]",3,6,60,
54,0.10715548197428386,0.0017200867671161352,0.008834362030029297,0.00021866645041880212,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8352941176470589,0.8203374373005016,0.010613651820137654,369,0.8823529411764706,0.8888888888888888,0.8654970760233918,0.8789129686962504,0.009854585574986998,RandomForestClassifier,5-21,"[True, None, False]",3,6,70,
55,0.12058885892232259,0.0008701233460009312,0.010091384251912435,0.0006403851530392768,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8888888888888888,0.8596491228070176,0.876963650957459,0.012530610970185188,RandomForestClassifier,5-21,"[True, None, False]",3,6,80,
56,0.13773020108540854,0.0018458533133686543,0.010616223017374674,2.110090481475333e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8764705882352941,0.8888888888888888,0.8596491228070176,0.8750028666437335,0.011982115426289509,RandomForestClassifier,5-21,"[True, None, False]",3,6,90,
57,0.15163914362589517,0.0005288910991167093,0.01183303197224935,0.00017560089004111144,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8888888888888888,0.8654970760233918,0.8789129686962504,0.009854585574986998,RandomForestClassifier,5-21,"[True, None, False]",3,6,100,
58,0.16775774955749512,0.0019157298936571961,0.012723366419474283,0.0001944687398591782,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,110,
59,0.17973009745279947,0.0011365764400135929,0.01366893450419108,0.00010080423488067946,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,120,
60,0.1970213254292806,0.0024449319602791336,0.015135049819946289,0.00047752906350538685,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8830409356725146,0.8538011695906432,0.8730650154798761,0.013624491499740054,RandomForestClassifier,5-21,"[True, None, False]",3,6,130,
61,0.21200164159138998,0.0016237454265567593,0.016105254491170246,0.0005866489378667024,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8764705882352941,0.8771929824561403,0.8538011695906432,0.8691549134273592,0.010860741248650224,RandomForestClassifier,5-21,"[True, None, False]",3,6,140,
62,0.22585813204447427,0.0027514652733795467,0.017010052998860676,0.00035331833350689764,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,150,
63,0.23900858561197916,0.0009882475955572956,0.017900387446085613,0.0003135989779319942,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,160,
64,0.2563541730244954,0.004208448268229449,0.018674294153849285,0.00019641604327695717,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,170,
65,0.2706286907196045,0.004648658480611452,0.02014303207397461,0.00028655043578384906,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,180,
66,0.28606557846069336,0.005393227489348678,0.020746469497680664,2.1196470995800848e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,190,
67,0.3030196825663249,0.0032883746305406407,0.022303978602091473,0.00038850009755216476,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8713450292397661,0.8538011695906432,0.8691663800022932,0.011757573432962826,RandomForestClassifier,5-21,"[True, None, False]",3,6,200,
68,0.31857744852701825,0.002752318853204397,0.022889216740926106,5.8388813324700134e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.847953216374269,0.8691663800022934,0.015147167542280574,RandomForestClassifier,5-21,"[True, None, False]",3,6,210,
69,0.3313728968302409,0.0017584646990410665,0.02467966079711914,0.0007294954787990214,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8713450292397661,0.8538011695906432,0.8691663800022932,0.011757573432962826,RandomForestClassifier,5-21,"[True, None, False]",3,6,220,
70,0.35161344210306805,0.001995408869248414,0.02492388089497884,9.271536928303884e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,230,
71,0.3621567090352376,0.002226213506248396,0.027027606964111328,0.0006582442069433956,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8823529411764706,0.8771929824561403,0.8538011695906432,0.8711156977410847,0.012423122455142552,RandomForestClassifier,5-21,"[True, None, False]",3,6,240,
72,0.016048113505045574,0.000181059651979191,0.002376000086466471,5.565778904809304e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.7294117647058823,0.8352941176470589,0.7851345189238486,0.04340491285852401,403,0.8588235294117647,0.8771929824561403,0.8947368421052632,0.8769177846577226,0.014662839823318464,RandomForestClassifier,5-21,"[True, None, False]",3,9,10,
73,0.03088657061258952,0.0003676313644072778,0.0035494168599446616,4.5462504788559964e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.7411764705882353,0.8352941176470589,0.7929320565435477,0.03899326098894844,383,0.8647058823529412,0.8771929824561403,0.8713450292397661,0.8710812980162825,0.005101247093636926,RandomForestClassifier,5-21,"[True, None, False]",3,9,20,
74,0.04625129699707031,0.00042255615621432743,0.004637002944946289,0.00011570697070881542,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.813953488372093,0.788235294117647,0.8470588235294118,0.8164158686730506,0.02407764372018291,372,0.8705882352941177,0.8713450292397661,0.8947368421052632,0.8788900355463823,0.011209642957590414,RandomForestClassifier,5-21,"[True, None, False]",3,9,30,
75,0.0614161491394043,0.0005828825057919348,0.005930900573730469,0.0004910052596026596,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.7529411764705882,0.8470588235294118,0.8007751937984496,0.03843900491469381,376,0.8647058823529412,0.847953216374269,0.8947368421052632,0.8691319802774912,0.01935406359162012,RandomForestClassifier,5-21,"[True, None, False]",3,9,40,
76,0.07669409116109212,0.0028593739176826605,0.007194836934407552,0.0007419612825771326,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.7529411764705882,0.8352941176470589,0.7968536251709987,0.033842364562726324,381,0.8588235294117647,0.847953216374269,0.8596491228070176,0.8554752895310171,0.005329577190557964,RandomForestClassifier,5-21,"[True, None, False]",3,9,50,
77,0.09045743942260742,0.0005306935153927315,0.007558902104695638,1.7555049225837708e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.8352941176470589,0.8007295941632467,0.03489656395347902,380,0.8647058823529412,0.8421052631578947,0.8654970760233918,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, None, False]",3,9,60,
78,0.10570796330769856,0.0009776024340998786,0.00827630360921224,0.00027494147804974444,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.7764705882352941,0.8235294117647058,0.8046511627906977,0.020306536942731688,374,0.8647058823529412,0.8596491228070176,0.8771929824561403,0.8671826625386997,0.007373266255577361,RandomForestClassifier,5-21,"[True, None, False]",3,9,70,
79,0.12034249305725098,0.0011975604715119014,0.009567737579345703,0.00011821202530978163,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.8235294117647058,0.7968080255357958,0.03126392929439684,382,0.8647058823529412,0.847953216374269,0.8596491228070176,0.8574360738447426,0.007015988579918011,RandomForestClassifier,5-21,"[True, None, False]",3,9,80,
80,0.13414939244588217,0.0017693064476909932,0.01051767667134603,8.491123714407902e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.7764705882352941,0.8470588235294118,0.8124943000455996,0.0288359921326752,373,0.8647058823529412,0.8596491228070176,0.8654970760233918,0.8632840270611167,0.0025904817516428738,RandomForestClassifier,5-21,"[True, None, False]",3,9,90,
81,0.15471315383911133,0.003419827968014408,0.012119452158610025,0.00032404539845546905,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8705882352941177,0.8830409356725146,0.8654970760233918,0.873042082330008,0.007369431312464178,RandomForestClassifier,5-21,"[True, None, False]",3,9,100,
82,0.16536458333333334,0.004498444786836006,0.013651132583618164,0.0012482220825480524,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8588235294117647,0.8281805745554035,0.02168625838241945,329,0.8705882352941177,0.8713450292397661,0.8596491228070176,0.8671941291136337,0.005344063646963884,RandomForestClassifier,5-21,"[True, None, False]",3,9,110,
83,0.18338569005330405,0.0018761319866740585,0.013966878255208334,4.358838221217329e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8705882352941177,0.8713450292397661,0.8596491228070176,0.8671941291136337,0.005344063646963884,RandomForestClassifier,5-21,"[True, None, False]",3,9,120,
84,0.1972191333770752,0.004430145562720615,0.015294710795084635,0.0006763770043883612,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8705882352941177,0.8771929824561403,0.8596491228070176,0.8691434468524252,0.007234745472508139,RandomForestClassifier,5-21,"[True, None, False]",3,9,130,
85,0.2110733985900879,0.0009545246743839202,0.015780131022135418,0.00025821971022140004,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.813953488372093,0.8117647058823529,0.8470588235294118,0.8242590059279525,0.016146649893847,346,0.8647058823529412,0.8713450292397661,0.847953216374269,0.8613347093223255,0.009842690451476229,RandomForestClassifier,5-21,"[True, None, False]",3,9,140,
86,0.2256331443786621,0.000550553293307019,0.017052570978800457,0.0003185943342776751,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8647058823529412,0.8654970760233918,0.847953216374269,0.859385391583534,0.00809021917163105,RandomForestClassifier,5-21,"[True, None, False]",3,9,150,
87,0.23952825864156088,0.0006297080871838976,0.01813642183939616,0.00015970430550443071,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8705882352941177,0.8654970760233918,0.8421052631578947,0.8593968581584681,0.01240240350168371,RandomForestClassifier,5-21,"[True, None, False]",3,9,160,
88,0.2562924226125081,0.004893785029337469,0.019722700119018555,0.0005059389432227689,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, None, False]",3,9,170,
89,0.27059165636698407,0.004121784874511412,0.020239512125651043,0.0005610945202181006,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8647058823529412,0.8654970760233918,0.8362573099415205,0.8554867561059512,0.013601107717121022,RandomForestClassifier,5-21,"[True, None, False]",3,9,180,
90,0.2839001814524333,0.0010943158314594451,0.020998160044352215,0.00012361435558859242,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8705882352941177,0.8654970760233918,0.8421052631578947,0.8593968581584681,0.01240240350168371,RandomForestClassifier,5-21,"[True, None, False]",3,9,190,
91,0.29939643541971844,0.0009182643693886639,0.02180592219034831,5.696868252215274e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8647058823529412,0.8654970760233918,0.8362573099415205,0.8554867561059512,0.013601107717121022,RandomForestClassifier,5-21,"[True, None, False]",3,9,200,
92,0.31577881177266437,0.0020869418399322727,0.022987842559814453,0.00037136600144901304,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, None, False]",3,9,210,
93,0.3280063470204671,0.0023984736391806467,0.024004459381103516,0.00012005805805103373,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, None, False]",3,9,220,
94,0.3440235455830892,0.005916442155124352,0.024801095326741535,0.0002959366124572201,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, None, False]",3,9,230,
95,0.3545144399007161,0.005073748974351687,0.025742530822753906,7.067733698046416e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.8235294117647058,0.8470588235294118,0.8281805745554035,0.013909607961136765,329,0.8705882352941177,0.8654970760233918,0.8421052631578947,0.8593968581584681,0.01240240350168371,RandomForestClassifier,5-21,"[True, None, False]",3,9,240,
96,0.015647093454996746,0.00038887614037561675,0.002403815587361654,0.00011711123409885289,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.7058823529411765,0.7647058823529411,0.7537619699042407,0.03547991548367877,480,0.8470588235294118,0.847953216374269,0.8070175438596491,0.8340098612544433,0.019089942961259564,RandomForestClassifier,5-21,"[True, None, False]",3,12,10,
97,0.030483325322469074,0.0004808630402615633,0.003732601801554362,0.00037052049010704376,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.7411764705882353,0.7647058823529411,0.7694026447788418,0.02518396475390872,476,0.8647058823529412,0.8070175438596491,0.8128654970760234,0.8281963077628712,0.025926324032613884,RandomForestClassifier,5-21,"[True, None, False]",3,12,20,
98,0.04493578275044759,0.0005154220878303397,0.004528919855753581,2.899202163974322e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.7647058823529411,0.7764705882352941,0.7811673506611947,0.01571316055571138,451,0.8647058823529412,0.8011695906432749,0.8128654970760234,0.8262469900240799,0.027610545765378816,RandomForestClassifier,5-21,"[True, None, False]",3,12,30,
99,0.0593865712483724,0.0013969425777763556,0.0057108402252197266,0.0001212156259219694,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.788235294117647,0.7850433196534428,0.025010225597099617,407,0.8705882352941177,0.8304093567251462,0.8187134502923976,0.8399036807705539,0.022216434930820535,RandomForestClassifier,5-21,"[True, None, False]",3,12,40,
100,0.07442021369934082,0.0014155271187813415,0.006492058436075847,6.653326181580154e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8647058823529412,0.8011695906432749,0.8128654970760234,0.8262469900240799,0.027610545765378816,RandomForestClassifier,5-21,"[True, None, False]",3,12,50,
101,0.09038003285725911,0.001368550574637558,0.007545948028564453,3.849752605235251e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8011695906432749,0.8128654970760234,0.8262469900240799,0.027610545765378816,RandomForestClassifier,5-21,"[True, None, False]",3,12,60,
102,0.10317095120747884,0.0011290368362769096,0.008569876352945963,6.317277571885947e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7647058823529411,0.7811217510259918,0.023215544115563827,452,0.8647058823529412,0.8011695906432749,0.8070175438596491,0.8242976722852884,0.028672486461866712,RandomForestClassifier,5-21,"[True, None, False]",3,12,70,
103,0.11953099568684895,0.0007176494368932537,0.00970927874247233,0.00014020003574250598,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7647058823529411,0.7811217510259918,0.023215544115563827,452,0.8647058823529412,0.8128654970760234,0.8070175438596491,0.8281963077628712,0.025926324032613888,RandomForestClassifier,5-21,"[True, None, False]",3,12,80,
104,0.13377618789672852,0.0022882783852179373,0.010793129603068033,0.0001650533249499653,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.7764705882352941,0.7647058823529411,0.7850433196534428,0.0209992137571892,407,0.8647058823529412,0.8304093567251462,0.8070175438596491,0.8340442609792454,0.023691003865483267,RandomForestClassifier,5-21,"[True, None, False]",3,12,90,
105,0.14966575304667154,0.001241867770579948,0.013025204340616861,0.0019096466003451875,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8304093567251462,0.8070175438596491,0.8340442609792454,0.023691003865483267,RandomForestClassifier,5-21,"[True, None, False]",3,12,100,
106,0.1621537208557129,0.0023326317283940768,0.013711055119832357,0.0012307883601871128,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8304093567251462,0.8187134502923976,0.8379428964568284,0.019517370338197972,RandomForestClassifier,5-21,"[True, None, False]",3,12,110,
107,0.18210220336914062,0.0038215496140065015,0.01436154047648112,0.0006124634184968998,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8304093567251462,0.8187134502923976,0.8379428964568284,0.019517370338197972,RandomForestClassifier,5-21,"[True, None, False]",3,12,120,
108,0.1944585641225179,0.002785779714046069,0.014822800954182943,8.672502897452605e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7647058823529411,0.7811217510259918,0.023215544115563827,452,0.8647058823529412,0.8304093567251462,0.8070175438596491,0.8340442609792454,0.023691003865483267,RandomForestClassifier,5-21,"[True, None, False]",3,12,130,
109,0.2126624584197998,0.0015653348887778784,0.015787204106648762,0.0001255740091388735,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7647058823529411,0.7811217510259918,0.023215544115563827,452,0.8647058823529412,0.8304093567251462,0.8187134502923976,0.8379428964568284,0.019517370338197972,RandomForestClassifier,5-21,"[True, None, False]",3,12,140,
110,0.22506984074910483,0.0036729017053962784,0.017531712849934895,0.0007881822860659733,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8304093567251462,0.8187134502923976,0.8379428964568284,0.019517370338197972,RandomForestClassifier,5-21,"[True, None, False]",3,12,150,
111,0.24033538500467935,0.0036531328016459865,0.018282492955525715,0.00021765516915023898,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7647058823529411,0.7811217510259918,0.023215544115563827,452,0.8588235294117647,0.8304093567251462,0.8362573099415205,0.8418300653594771,0.012251068105203938,RandomForestClassifier,5-21,"[True, None, False]",3,12,160,
112,0.2550475597381592,0.0013913538908949539,0.019279003143310547,0.0005033138744393081,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7647058823529411,0.7811217510259918,0.023215544115563827,452,0.8588235294117647,0.8304093567251462,0.8187134502923976,0.8359821121431028,0.016842333843656087,RandomForestClassifier,5-21,"[True, None, False]",3,12,170,
113,0.2666887442270915,0.0012261118176667796,0.019766807556152344,6.585735156147889e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7647058823529411,0.7811217510259918,0.023215544115563827,452,0.8588235294117647,0.8304093567251462,0.8245614035087719,0.8379314298818943,0.014964613956034944,RandomForestClassifier,5-21,"[True, None, False]",3,12,180,
114,0.28481658299763996,0.00480072673403709,0.021044333775838215,0.0002810979201680682,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8588235294117647,0.8304093567251462,0.8187134502923976,0.8359821121431028,0.016842333843656087,RandomForestClassifier,5-21,"[True, None, False]",3,12,190,
115,0.29770684242248535,0.0011794087000058016,0.023844798405965168,0.0023205596530239893,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7647058823529411,0.7811217510259918,0.023215544115563827,452,0.8588235294117647,0.8304093567251462,0.8128654970760234,0.8340327944043114,0.018936422743914355,RandomForestClassifier,5-21,"[True, None, False]",3,12,200,
116,0.31546560923258465,0.0013504899397451095,0.023294369379679363,0.0005573480662434045,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7529411764705882,0.7772001823985408,0.026428598160751673,472,0.8588235294117647,0.8304093567251462,0.8128654970760234,0.8340327944043114,0.018936422743914355,RandomForestClassifier,5-21,"[True, None, False]",3,12,210,
117,0.32625722885131836,0.001467027561137309,0.02419424057006836,0.00034152211088157256,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7529411764705882,0.7772001823985408,0.026428598160751673,472,0.8588235294117647,0.8304093567251462,0.8187134502923976,0.8359821121431028,0.016842333843656087,RandomForestClassifier,5-21,"[True, None, False]",3,12,220,
118,0.34201327959696454,0.003987629208903711,0.02800901730855306,0.00421782011778784,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7529411764705882,0.7772001823985408,0.026428598160751673,472,0.8588235294117647,0.8304093567251462,0.8011695906432749,0.8301341589267285,0.023537926335333546,RandomForestClassifier,5-21,"[True, None, False]",3,12,230,
119,0.355918010075887,0.0022117654408242093,0.026005268096923828,0.00010351723604665522,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7529411764705882,0.7772001823985408,0.026428598160751673,472,0.8588235294117647,0.8304093567251462,0.8128654970760234,0.8340327944043114,0.018936422743914355,RandomForestClassifier,5-21,"[True, None, False]",3,12,240,
120,0.017534414927164715,0.000140647473754401,0.0024411678314208984,3.1239809708366115e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8941176470588236,0.8906976744186047,0.014004805360813711,67,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, None, False]",6,1,10,
121,0.035098632176717125,0.0006253971660414929,0.0038690567016601562,0.0001856576155842505,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.9058823529411765,0.8906976744186047,0.014004805360813711,67,0.9882352941176471,1.0,1.0,0.996078431372549,0.005545935538718,RandomForestClassifier,5-21,"[True, None, False]",6,1,20,
122,0.0509343147277832,0.0002088041367778133,0.00472251574198405,0.00017445663059432475,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.9176470588235294,0.8985408116735066,0.019308309269411194,35,0.9941176470588236,0.9941520467836257,1.0,0.996089897947483,0.0027648953423338846,RandomForestClassifier,5-21,"[True, None, False]",6,1,30,
123,0.06647276878356934,0.0006462409656705106,0.005628506342569987,5.5296094147835565e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9069767441860465,0.8823529411764706,0.9176470588235294,0.9023255813953487,0.014779347563413951,32,1.0,0.9941520467836257,1.0,0.9980506822612085,0.0027567515835733108,RandomForestClassifier,5-21,"[True, None, False]",6,1,40,
124,0.08306447664896648,0.00034908987132399236,0.006730000178019206,5.300774209276577e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9294117647058824,0.9023711810305518,0.019843020646245046,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,50,
125,0.0996689001719157,0.001292563208802957,0.008013645807902018,0.0001145743435553334,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9069767441860465,0.8823529411764706,0.9176470588235294,0.9023255813953487,0.014779347563413951,32,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,60,
126,0.11535930633544922,0.0010677392864220803,0.008731762568155924,0.00010323539770093965,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9176470588235294,0.8984496124031008,0.01457463070367968,46,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,70,
127,0.13339988390604654,0.0026593417812520313,0.01027385393778483,0.0006454097457020477,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9294117647058824,0.8984952120383037,0.02186843646521578,43,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,80,
128,0.14839537938435873,0.001040829996195379,0.010847647984822592,0.0001468609851044171,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9294117647058824,0.8946192430460557,0.024956043376595682,51,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,90,
129,0.1634206771850586,0.0006136426757183647,0.01186990737915039,8.721124369040042e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9294117647058824,0.8946192430460557,0.024956043376595682,51,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,100,
130,0.18233847618103027,0.0024125439794300133,0.013124783833821615,0.00018762167086228156,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.9294117647058824,0.8945736434108528,0.025210949216718435,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,110,
131,0.20156423250834146,0.0022378675283586053,0.01476589838663737,0.0003163533552420635,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.872093023255814,0.8705882352941177,0.9294117647058824,0.8906976744186047,0.027381888013563938,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,120,
132,0.21721601486206055,0.00108878517960759,0.017235517501831055,0.002684081822469733,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.872093023255814,0.8705882352941177,0.9294117647058824,0.8906976744186047,0.027381888013563938,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,130,
133,0.23015538851420084,0.0022359192588301156,0.016132513682047527,4.267640767650373e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9294117647058824,0.8946192430460557,0.024956043376595682,51,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,140,
134,0.24747514724731445,0.0027974866711287087,0.01777195930480957,0.0006510076239962713,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.9294117647058824,0.8945736434108528,0.025210949216718435,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,150,
135,0.2652128537495931,0.0023759064155263613,0.01827891667683919,0.00023603971819966799,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.9294117647058824,0.8945736434108528,0.025210949216718435,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,160,
136,0.2790638605753581,0.000543583078341684,0.019562403361002605,0.00036524306638510565,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9294117647058824,0.8984496124031008,0.024114490916128196,46,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,170,
137,0.2967708905537923,0.004532626786484631,0.02022385597229004,4.238534304791634e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9294117647058824,0.8984496124031008,0.024114490916128196,46,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,180,
138,0.31141893068949383,0.0025160871120266594,0.0217740535736084,0.00045318302648307676,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.9294117647058824,0.8945736434108528,0.025210949216718435,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,190,
139,0.3307826519012451,0.0023322993631217006,0.022588809331258137,0.0001928974117329084,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8705882352941177,0.9294117647058824,0.8906976744186047,0.027381888013563938,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,200,
140,0.3452024459838867,0.0033311093785897924,0.02462625503540039,0.0007305498784842924,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.8705882352941177,0.9294117647058824,0.8906976744186047,0.027381888013563938,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,210,
141,0.3611634572347005,0.0026075902766039523,0.025533278783162434,0.001259650025823313,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9294117647058824,0.8984496124031008,0.024114490916128196,46,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,220,
142,0.37936846415201825,0.0034132292082103906,0.026414235432942707,0.0009646784651790977,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.9294117647058824,0.8945736434108528,0.025210949216718435,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,230,
143,0.3954930305480957,0.003601408190271418,0.027856111526489258,0.0009040727728760837,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.9294117647058824,0.8945736434108528,0.025210949216718435,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",6,1,240,
144,0.017315785090128582,6.760595069069724e-05,0.0030025641123453775,0.0007069453100176338,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8604651162790697,0.8823529411764706,0.9058823529411765,0.8829001367989057,0.01854554598445607,92,0.9764705882352941,0.9766081871345029,0.9883040935672515,0.9804609563123495,0.005546220025908894,RandomForestClassifier,5-21,"[True, None, False]",6,3,10,
145,0.03307549158732096,0.0001557188300776097,0.0034837722778320312,3.717852160363537e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8372093023255814,0.8823529411764706,0.9294117647058824,0.8829913360693116,0.037644204319541734,89,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",6,3,20,
146,0.050010124842325844,0.0010145544800284668,0.004697561264038086,0.00010825096211191645,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.9294117647058824,0.8751937984496125,0.04251348655967534,138,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",6,3,30,
147,0.06584397951761882,0.0003884707358853072,0.005849123001098633,0.00025666783422126127,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8705882352941177,0.9411764705882353,0.8713634290925674,0.05668828833473263,147,0.9882352941176471,0.9941520467836257,0.9883040935672515,0.9902304781561747,0.002773110012954407,RandomForestClassifier,5-21,"[True, None, False]",6,3,40,
148,0.08192928632100423,0.0009551877953182719,0.006614287694295247,7.208113896028267e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.9411764705882353,0.8752393980848154,0.05204259017043246,135,0.9764705882352941,0.9941520467836257,0.9883040935672515,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, None, False]",6,3,50,
149,0.09871697425842285,0.0018631226029406122,0.008018891016642252,0.0005876931838323637,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.9176470588235294,0.8712722298221615,0.037588761477730825,148,0.9764705882352941,1.0,0.9883040935672515,0.9882582272675152,0.009605896879395103,RandomForestClassifier,5-21,"[True, None, False]",6,3,60,
150,0.11741256713867188,0.0022840406385136167,0.008898417154947916,8.929496390013656e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9764705882352941,0.9941520467836257,0.9883040935672515,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, None, False]",6,3,70,
151,0.13303693135579428,0.002477864539647632,0.009806315104166666,2.9027292016967897e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9764705882352941,0.9941520467836257,0.9883040935672515,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, None, False]",6,3,80,
152,0.14507714907328287,0.00131295950993578,0.01115727424621582,0.0004256310549041255,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9764705882352941,0.9941520467836257,0.9883040935672515,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, None, False]",6,3,90,
153,0.16337879498799643,0.0018868800864944738,0.011975367863972982,0.00022970953378023175,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9764705882352941,0.9883040935672515,0.9824561403508771,0.982410274051141,0.0048311171860798766,RandomForestClassifier,5-21,"[True, None, False]",6,3,100,
154,0.17939201990763345,0.0018149310216285382,0.013114690780639648,0.00014648850897909532,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",6,3,110,
155,0.19446436564127603,0.004581642270700813,0.01395265261332194,0.00021753500112043397,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,120,
156,0.21301794052124023,0.0023813699863256825,0.01577583948771159,0.0004689955188248148,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",6,3,130,
157,0.22743725776672363,0.0015299987434124252,0.016304731369018555,0.00015392573790321367,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",6,3,140,
158,0.24274682998657227,0.0010565872372814878,0.018529097239176433,0.0012426550220204313,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9764705882352941,0.9883040935672515,0.9824561403508771,0.982410274051141,0.0048311171860798766,RandomForestClassifier,5-21,"[True, None, False]",6,3,150,
159,0.25876625378926593,0.0016776874244272665,0.018280665079752605,0.0002639698422341358,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,160,
160,0.27228856086730957,0.0038992839909105293,0.01942888895670573,0.000323279788169509,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9058823529411765,0.8789785681714547,0.019467573224036666,128,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,170,
161,0.28896816571553546,0.0026450159911569765,0.02021050453186035,5.604037027745708e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9058823529411765,0.8789785681714547,0.019467573224036666,128,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,180,
162,0.3086558183034261,0.0012239330609325632,0.02457427978515625,0.0045152887648350955,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9058823529411765,0.8789785681714547,0.019467573224036666,128,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,190,
163,0.3244471549987793,0.004879713716635984,0.024053414662679035,0.002086704967770737,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,200,
164,0.3396664460500081,0.0017915792896982684,0.02505008379618327,0.0011744890003445793,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.8705882352941177,0.9058823529411765,0.8828545371637028,0.016294709188636847,115,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,210,
165,0.35500359535217285,0.0026897574912824527,0.02513917287190755,0.0008766501334668697,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,220,
166,0.3735059897104899,0.002273886008428561,0.027787208557128906,0.0029809495126324388,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,230,
167,0.3894040584564209,0.0034363968170770787,0.02767205238342285,0.000719366763009919,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, None, False]",6,3,240,
168,0.016803979873657227,0.0002557088629891425,0.003307183583577474,0.001315277667202773,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8941176470588236,0.8594619243046057,0.02483301037864845,214,0.9529411764705882,0.9473684210526315,0.9532163742690059,0.9511753239307419,0.0026942303291276584,RandomForestClassifier,5-21,"[True, None, False]",6,6,10,
169,0.03232137362162272,0.00010471006940795595,0.0035951932271321616,1.3825993696420825e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.9058823529411765,0.8634290925672595,0.032944087547905614,186,0.9529411764705882,0.9532163742690059,0.935672514619883,0.9472766884531589,0.008206159118683535,RandomForestClassifier,5-21,"[True, None, False]",6,6,20,
170,0.04882971445719401,0.0009463334143060177,0.0045731862386067705,1.6702162615276195e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8941176470588236,0.8595075239398086,0.027983987516666822,208,0.9352941176470588,0.9532163742690059,0.9415204678362573,0.943343653250774,0.0074294380405479175,RandomForestClassifier,5-21,"[True, None, False]",6,6,30,
171,0.06373532613118489,0.00030131381991447523,0.0056294600168863935,2.2755620889798747e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.9176470588235294,0.8634290925672595,0.03932777541837704,186,0.9352941176470588,0.9590643274853801,0.9473684210526315,0.9472422887283568,0.009704557381693617,RandomForestClassifier,5-21,"[True, None, False]",6,6,40,
172,0.0787515640258789,0.0006318785371498882,0.006740649541219075,0.0001076605897686239,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8941176470588236,0.8595075239398086,0.027983987516666822,208,0.9411764705882353,0.9707602339181286,0.9473684210526315,0.953101708519665,0.01273977242273238,RandomForestClassifier,5-21,"[True, None, False]",6,6,50,
173,0.09782099723815918,9.285069660781163e-05,0.008014996846516928,0.00018494729529179254,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.9058823529411765,0.8673506611947105,0.032862565958838644,164,0.9352941176470588,0.9766081871345029,0.9532163742690059,0.9550395596835225,0.016915596121038115,RandomForestClassifier,5-21,"[True, None, False]",6,6,60,
174,0.11038875579833984,0.0008610091453830448,0.008665323257446289,7.309567844965503e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.9058823529411765,0.8673050615595076,0.02866995245773196,170,0.9352941176470588,0.9590643274853801,0.9649122807017544,0.953090241944731,0.012808230926995774,RandomForestClassifier,5-21,"[True, None, False]",6,6,70,
175,0.12838331858317056,0.0012821374805214807,0.010205666224161783,0.00029070452946631934,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.8941176470588236,0.8633834929320566,0.023455416937233308,192,0.9352941176470588,0.9532163742690059,0.9649122807017544,0.9511409242059398,0.012180298721209433,RandomForestClassifier,5-21,"[True, None, False]",6,6,80,
176,0.1429437001546224,0.002450413075581683,0.010744810104370117,0.0001425561021471118,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.9058823529411765,0.8673506611947105,0.032862565958838644,164,0.9411764705882353,0.9590643274853801,0.9649122807017544,0.9550510262584565,0.010097098939457087,RandomForestClassifier,5-21,"[True, None, False]",6,6,90,
177,0.15783564249674478,0.0016245763875411964,0.01233832041422526,0.0005698215457119183,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.9058823529411765,0.8712266301869586,0.02803928947319485,149,0.9411764705882353,0.9590643274853801,0.9707602339181286,0.957000343997248,0.012165382144134687,RandomForestClassifier,5-21,"[True, None, False]",6,6,100,
178,0.17540955543518066,0.0013584361023846235,0.013268152872721354,3.9188904386823506e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.8941176470588236,0.8673050615595076,0.023348438169009753,170,0.9411764705882353,0.9707602339181286,0.9707602339181286,0.9608989794748308,0.013945919775723657,RandomForestClassifier,5-21,"[True, None, False]",6,6,110,
179,0.1926271915435791,0.002010861994488902,0.014461437861124674,0.0004117672391594411,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9058823529411765,0.8751025991792066,0.02350633551704065,141,0.9352941176470588,0.9707602339181286,0.9707602339181286,0.9589381951611053,0.016718887545082658,RandomForestClassifier,5-21,"[True, None, False]",6,6,120,
180,0.20616912841796875,0.0029874633609764632,0.015155712763468424,0.00015239981312265767,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.9058823529411765,0.8712266301869586,0.02803928947319485,149,0.9411764705882353,0.9707602339181286,0.9707602339181286,0.9608989794748308,0.013945919775723657,RandomForestClassifier,5-21,"[True, None, False]",6,6,130,
181,0.2186590830485026,0.0030996200579390424,0.015941301981608074,2.2298050785664176e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.9058823529411765,0.8712266301869586,0.02803928947319485,149,0.9411764705882353,0.9707602339181286,0.9707602339181286,0.9608989794748308,0.013945919775723657,RandomForestClassifier,5-21,"[True, None, False]",6,6,140,
182,0.23776880900065103,0.0045616932984305315,0.017684459686279297,0.0005837103607481454,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.9058823529411765,0.8712266301869586,0.02803928947319485,149,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",6,6,150,
183,0.24944273630777994,0.0024675410428377778,0.01820063591003418,0.0003591950305557663,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9058823529411765,0.8751025991792066,0.02350633551704065,141,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",6,6,160,
184,0.26531537373860675,0.0060525251429391965,0.01918307940165202,0.00016908179155563372,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.8941176470588236,0.8711810305517557,0.018490413110909334,155,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",6,6,170,
185,0.2792177200317383,0.004270946085651748,0.020444313685099285,0.00017326381179780058,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",6,6,180,
186,0.29497456550598145,0.0017299247392261693,0.021544853846232098,7.120014261452018e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",6,6,190,
187,0.31317607561747235,0.004926522283097154,0.022298733393351238,0.00013047246016139702,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,176,0.9352941176470588,0.9532163742690059,0.9707602339181286,0.953090241944731,0.014479256032008463,RandomForestClassifier,5-21,"[True, None, False]",6,6,200,
188,0.3255329926808675,0.004141728157252802,0.024340073267618816,0.001597781923564068,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,176,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",6,6,210,
189,0.34318073590596515,0.0013520610390688644,0.02438513437906901,0.00019660367981969278,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",6,6,220,
190,0.3577658335367839,0.0011563772888870776,0.025347232818603516,0.00011610878729156225,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,176,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",6,6,230,
191,0.3731958866119385,0.006064404845510465,0.027213493982950848,0.0015167990173893795,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,176,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",6,6,240,
192,0.016376336415608723,0.0004156476452721821,0.0024131139119466147,2.285615127710008e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8023255813953488,0.7529411764705882,0.8470588235294118,0.8007751937984496,0.03843900491469381,376,0.9176470588235294,0.9005847953216374,0.9122807017543859,0.9101708519665176,0.007123613715314488,RandomForestClassifier,5-21,"[True, None, False]",6,9,10,
193,0.03108970324198405,0.00027027122368486527,0.003475189208984375,2.9757465937368847e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8705882352941177,0.8437756497948016,0.019764798798334746,274,0.9117647058823529,0.9064327485380117,0.9181286549707602,0.9121087031303748,0.00478102551069588,RandomForestClassifier,5-21,"[True, None, False]",6,9,20,
194,0.046518405278523765,0.00023480218403763373,0.004538138707478841,4.3355631776737575e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8705882352941177,0.8476972184222525,0.016205266081518448,239,0.9235294117647059,0.9239766081871345,0.9064327485380117,0.9179795894966173,0.008166890401801581,RandomForestClassifier,5-21,"[True, None, False]",6,9,30,
195,0.06161959966023763,0.000492899504677517,0.005539655685424805,4.863544223350413e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8588235294117647,0.8437300501595987,0.014854426747672693,275,0.9235294117647059,0.9239766081871345,0.9298245614035088,0.925776860451783,0.0028679735477637877,RandomForestClassifier,5-21,"[True, None, False]",6,9,40,
196,0.07755279541015625,0.0009983047036319066,0.007064263025919597,0.0005021764046148389,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8488372093023255,0.8352941176470589,0.8705882352941177,0.8515731874145006,0.014538061936260812,235,0.9058823529411765,0.9239766081871345,0.9298245614035088,0.9198945075106065,0.010191663127721148,RandomForestClassifier,5-21,"[True, None, False]",6,9,50,
197,0.092193603515625,0.0013976403905138226,0.007629712422688802,8.720219058125296e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8588235294117647,0.8398084815321477,0.02024469744326587,295,0.8941176470588236,0.9239766081871345,0.9122807017543859,0.9101249856667813,0.012284806979985834,RandomForestClassifier,5-21,"[True, None, False]",6,9,60,
198,0.10724504788716634,0.0003211327647933959,0.00879359245300293,0.00015450958785784096,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8588235294117647,0.8398540811673506,0.014529620927895528,288,0.9117647058823529,0.9239766081871345,0.9239766081871345,0.9199059740855406,0.005756745953932433,RandomForestClassifier,5-21,"[True, None, False]",6,9,70,
199,0.12576190630594888,0.0020900233767698127,0.010003884633382162,0.000344474356346084,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8588235294117647,0.8398540811673506,0.014529620927895528,288,0.9117647058823529,0.9298245614035088,0.9298245614035088,0.9238046095631235,0.008513497537505743,RandomForestClassifier,5-21,"[True, None, False]",6,9,80,
200,0.13762760162353516,0.0005062668308750773,0.010913610458374023,0.0001654384441652049,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9298245614035088,0.935672514619883,0.9296754959293659,0.004958521427773833,RandomForestClassifier,5-21,"[True, None, False]",6,9,90,
201,0.15516225496927896,0.002110623157012067,0.012069225311279297,0.000343883738226287,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9298245614035088,0.9473684210526315,0.9316133470932232,0.012199444218793204,RandomForestClassifier,5-21,"[True, None, False]",6,9,100,
202,0.16856487592061362,0.001317110122338636,0.012787659962972006,0.00018015215937107655,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9181286549707602,0.9298245614035088,0.9218667583992661,0.005630450260444357,RandomForestClassifier,5-21,"[True, None, False]",6,9,110,
203,0.1846907138824463,0.00148178500437571,0.014055490493774414,0.00047190648156205224,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9181286549707602,0.9298245614035088,0.9238275427129917,0.004779485214096211,RandomForestClassifier,5-21,"[True, None, False]",6,9,120,
204,0.2000561555226644,0.0012584895934695296,0.014911810557047525,0.0002205504880221134,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9298245614035088,0.925776860451783,0.0028679735477637877,RandomForestClassifier,5-21,"[True, None, False]",6,9,130,
205,0.21384215354919434,0.0015477270726878618,0.016109546025594074,9.98151909402692e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9298245614035088,0.925776860451783,0.0028679735477637877,RandomForestClassifier,5-21,"[True, None, False]",6,9,140,
206,0.23032069206237793,0.0013268145088803922,0.017215490341186523,0.0002709948537736596,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9181286549707602,0.9218782249742001,0.002657624574450001,RandomForestClassifier,5-21,"[True, None, False]",6,9,150,
207,0.2463687260945638,0.002226961381213922,0.018472035725911457,0.0005034880077407457,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9122807017543859,0.9199289072354088,0.005411178643636351,RandomForestClassifier,5-21,"[True, None, False]",6,9,160,
208,0.26174211502075195,0.0034878197193675443,0.019403855005900066,0.0005755146414601831,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9239766081871345,0.9064327485380117,0.9160188051828918,0.007254201554304759,RandomForestClassifier,5-21,"[True, None, False]",6,9,170,
209,0.2781612078348796,0.0013460883301397747,0.020098209381103516,0.0001176870428974619,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9239766081871345,0.9005847953216374,0.9160302717578258,0.010923126930682437,RandomForestClassifier,5-21,"[True, None, False]",6,9,180,
210,0.2932995955149333,0.0024673463770436043,0.02113040288289388,9.248046030408509e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",6,9,190,
211,0.3087189197540283,0.004409034582586793,0.022685925165812176,0.0008051377256169183,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",6,9,200,
212,0.3201762835184733,0.005427117426665585,0.023483991622924805,0.00020254421902669343,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",6,9,210,
213,0.33333627382914227,0.0053477959293941725,0.024194002151489258,0.0002835645981625624,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9239766081871345,0.9005847953216374,0.9160302717578258,0.010923126930682437,RandomForestClassifier,5-21,"[True, None, False]",6,9,220,
214,0.3549446264902751,0.002243736345843254,0.025619983673095703,0.0001441820792639436,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.9005847953216374,0.9179795894966173,0.01256559789096585,RandomForestClassifier,5-21,"[True, None, False]",6,9,230,
215,0.36533673604329425,0.0015319965127743465,0.026215553283691406,0.0005134159439019007,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.9064327485380117,0.9199289072354088,0.009883216478209425,RandomForestClassifier,5-21,"[True, None, False]",6,9,240,
216,0.015886306762695312,0.0001924433287441546,0.00239411989847819,3.96517805646636e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.7647058823529411,0.788235294117647,0.7812129502963976,0.011715468357519247,448,0.8470588235294118,0.8888888888888888,0.8245614035087719,0.8535030386423575,0.026653983756638546,RandomForestClassifier,5-21,"[True, None, False]",6,12,10,
217,0.030748685201009113,0.0006880717050850814,0.003523588180541992,0.00010823748350727388,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.7294117647058823,0.7764705882352941,0.7694026447788418,0.030183583116036077,476,0.8647058823529412,0.8830409356725146,0.8070175438596491,0.8515881206283683,0.032392857033407024,RandomForestClassifier,5-21,"[True, None, False]",6,12,20,
218,0.04541921615600586,0.0005113456594891013,0.004430294036865234,4.31192815305622e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.813953488372093,0.7411764705882353,0.788235294117647,0.7811217510259918,0.03013387297671965,452,0.8705882352941177,0.8596491228070176,0.8187134502923976,0.849650269464511,0.022326831852689213,RandomForestClassifier,5-21,"[True, None, False]",6,12,30,
219,0.05997657775878906,0.0003981865799102071,0.005529006322224935,3.818139536443292e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.813953488372093,0.7411764705882353,0.8,0.7850433196534429,0.03153728264155304,404,0.8705882352941177,0.8596491228070176,0.8362573099415205,0.8554982226808852,0.014319580715096468,RandomForestClassifier,5-21,"[True, None, False]",6,12,40,
220,0.07852458953857422,0.002933139166497216,0.006649971008300781,0.0002604567754471984,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.8,0.7889648882808938,0.026101798391190006,384,0.8705882352941177,0.8538011695906432,0.8245614035087719,0.8496502694645108,0.01901823318015235,RandomForestClassifier,5-21,"[True, None, False]",6,12,50,
221,0.08961892127990723,0.0008416823757544351,0.007436672846476237,0.0001663672400478087,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.8,0.7889648882808938,0.026101798391190006,384,0.8705882352941177,0.8538011695906432,0.8304093567251462,0.8515995872033023,0.016476666218650477,RandomForestClassifier,5-21,"[True, None, False]",6,12,60,
222,0.10673689842224121,0.003705659363575128,0.008670488993326822,2.9599986394908677e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8705882352941177,0.8538011695906432,0.8128654970760234,0.8457516339869281,0.024242866915517892,RandomForestClassifier,5-21,"[True, None, False]",6,12,70,
223,0.12385042508443196,0.0027953511703282218,0.009781360626220703,6.273112542038913e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.788235294117647,0.7850433196534428,0.025010225597099617,407,0.8705882352941177,0.8538011695906432,0.8128654970760234,0.8457516339869281,0.024242866915517892,RandomForestClassifier,5-21,"[True, None, False]",6,12,80,
224,0.13534927368164062,0.0005070356988844083,0.010696490605672201,0.00032241117594281575,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8705882352941177,0.8538011695906432,0.8070175438596491,0.8438023162481366,0.026898463444192253,RandomForestClassifier,5-21,"[True, None, False]",6,12,90,
225,0.18088142077128092,0.04094301008601703,0.012131770451863607,0.0009162254108816613,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8705882352941177,0.8538011695906432,0.8187134502923976,0.8477009517257196,0.021612617044114466,RandomForestClassifier,5-21,"[True, None, False]",6,12,100,
226,0.16407076517740884,0.0038357508166411832,0.012722094853719076,0.0004195393114061639,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8647058823529412,0.8538011695906432,0.8304093567251462,0.8496388028895768,0.01430750129477798,RandomForestClassifier,5-21,"[True, None, False]",6,12,110,
227,0.18101112047831217,0.0006262650039173099,0.014184236526489258,0.0005153301998288995,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8362573099415205,0.8515881206283682,0.01171903031665538,RandomForestClassifier,5-21,"[True, None, False]",6,12,120,
228,0.19662960370381674,0.0006439258823426633,0.01495687166849772,0.00034317284493078955,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8187134502923976,0.8457401674119941,0.019622449198202725,RandomForestClassifier,5-21,"[True, None, False]",6,12,130,
229,0.21119133631388345,0.0036269638549276556,0.015911102294921875,0.0008135164043180003,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8362573099415205,0.8515881206283682,0.01171903031665538,RandomForestClassifier,5-21,"[True, None, False]",6,12,140,
230,0.22619311014811197,0.002352551772505815,0.017117659250895183,0.0007776536316885776,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8705882352941177,0.847953216374269,0.8362573099415205,0.8515995872033025,0.014250733877208316,RandomForestClassifier,5-21,"[True, None, False]",6,12,150,
231,0.24039061864217123,0.0018271954659486208,0.018558343251546223,0.0004237640286004443,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8705882352941177,0.8421052631578947,0.8362573099415205,0.849650269464511,0.014996631822213932,RandomForestClassifier,5-21,"[True, None, False]",6,12,160,
232,0.25769631067911786,0.0013851535675024366,0.019343455632527668,0.0005739668469696768,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8647058823529412,0.847953216374269,0.8362573099415205,0.849638802889577,0.01167507942834946,RandomForestClassifier,5-21,"[True, None, False]",6,12,170,
233,0.2734062671661377,0.0021936289310790693,0.020275990168253582,0.00018708079976606165,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8647058823529412,0.847953216374269,0.8362573099415205,0.849638802889577,0.01167507942834946,RandomForestClassifier,5-21,"[True, None, False]",6,12,180,
234,0.2880425453186035,0.0030040476497616275,0.02103424072265625,0.0003441103427196201,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8304093567251462,0.8437908496732026,0.01498062266621175,RandomForestClassifier,5-21,"[True, None, False]",6,12,190,
235,0.3014172712961833,0.0036151054202198008,0.022290150324503582,0.0007055564408920127,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8187134502923976,0.8398922141956198,0.01895143527393605,RandomForestClassifier,5-21,"[True, None, False]",6,12,200,
236,0.3164285024007161,0.004284456926446755,0.024412234624226887,0.0015610137960034545,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8245614035087719,0.8437908496732026,0.016432198003572734,RandomForestClassifier,5-21,"[True, None, False]",6,12,210,
237,0.329478661219279,0.002542762424090983,0.02404197057088216,0.0004106160628271475,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8187134502923976,0.8398922141956198,0.01895143527393605,RandomForestClassifier,5-21,"[True, None, False]",6,12,220,
238,0.3450879255930583,0.0010041380192752415,0.025434494018554688,0.00037752651627325705,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8187134502923976,0.8418415319344111,0.018777257828369753,RandomForestClassifier,5-21,"[True, None, False]",6,12,230,
239,0.3589724699656169,0.0010030871050789622,0.026836236317952473,0.0005849056591930649,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8245614035087719,0.8437908496732026,0.016432198003572734,RandomForestClassifier,5-21,"[True, None, False]",6,12,240,
240,0.01724410057067871,0.00019636863975424103,0.00241239865620931,4.064055868575746e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.872093023255814,0.9176470588235294,0.8941176470588236,0.8946192430460557,0.018600739018060114,51,0.9823529411764705,0.9883040935672515,1.0,0.9902190115812406,0.007330523152340607,RandomForestClassifier,5-21,"[True, None, False]",9,1,10,
241,0.033982435862223305,0.0001888215273304988,0.003565549850463867,7.24070591059328e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.9058823529411765,0.8907432740538076,0.0214098906843533,66,0.9882352941176471,1.0,1.0,0.996078431372549,0.005545935538718,RandomForestClassifier,5-21,"[True, None, False]",9,1,20,
242,0.04985475540161133,0.0003852940135649945,0.0045405228932698565,0.00010602710078989235,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.9176470588235294,0.8946648426812586,0.02465519607997462,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,30,
243,0.0665129025777181,0.0003531043460416965,0.005680004755655925,0.00014262431539011512,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9294117647058824,0.9023711810305518,0.019843020646245046,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,40,
244,0.0838640530904134,0.0007579609325086517,0.006763378779093425,0.00028038229891113475,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9176470588235294,0.8945736434108528,0.016324924147222513,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,50,
245,0.09835211435953777,0.0010401978708788034,0.007589181264241536,8.965644644190563e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9186046511627907,0.8823529411764706,0.9294117647058824,0.9101231190150477,0.020126028067703385,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,60,
246,0.11652787526448567,0.0010385507163361335,0.008754730224609375,4.4387281887137215e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9069767441860465,0.8823529411764706,0.9176470588235294,0.9023255813953487,0.014779347563413951,32,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,70,
247,0.13417824109395346,0.0008671162191912253,0.010280529657999674,0.0005321718572941608,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9294117647058824,0.8984952120383037,0.02186843646521578,43,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,80,
248,0.14830605189005533,0.0002100271771999035,0.010834534962972006,6.1013525037098135e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9294117647058824,0.8946192430460557,0.024956043376595682,51,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,90,
249,0.16807270050048828,0.003911879300630484,0.012784004211425781,0.0007577043972371454,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9411764705882353,0.8985408116735066,0.030437543015761147,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,100,
250,0.1811810334523519,0.002115382869652219,0.012983401616414389,0.00024023014174741198,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,110,
251,0.19687485694885254,0.0021001609628098655,0.014117081960042318,0.0002791433486613626,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9411764705882353,0.8985408116735066,0.030437543015761147,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,120,
252,0.21353626251220703,0.0032490649011836436,0.015126228332519531,0.0005051839714892824,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9411764705882353,0.8985408116735066,0.030437543015761147,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,130,
253,0.22785798708597818,0.0030273725137944505,0.01659218470255534,0.0006728189293232915,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.9411764705882353,0.9024623803009577,0.028813846249036133,10,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,140,
254,0.2463223934173584,0.002270488665562079,0.017087539037068684,0.00021988470050618745,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9411764705882353,0.8985408116735066,0.030437543015761147,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,150,
255,0.2619820435841878,0.0022904792141821926,0.01788441340128581,7.965234515686597e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,160,
256,0.2785302797953288,0.001559935945343961,0.019348939259847004,0.0001452437339078486,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,170,
257,0.2990552584330241,0.0025853846906206198,0.020407597223917644,4.957590625456988e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,180,
258,0.31533535321553546,0.0019370573738512753,0.021364450454711914,0.00015407781075219798,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,190,
259,0.32979440689086914,0.003468747327100035,0.022584199905395508,0.00016345304985696421,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9411764705882353,0.9062927496580028,0.025230653550496883,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,200,
260,0.3500802516937256,0.004196160765303702,0.023193200429280598,0.0005689330864811983,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9411764705882353,0.9062927496580028,0.025230653550496883,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,210,
261,0.36347778638203937,0.0035337074201343857,0.024501880009969074,0.0005820260085311465,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9411764705882353,0.9023711810305518,0.02924220380480135,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,220,
262,0.3790404796600342,0.0017980880648895477,0.025686025619506836,0.0004920859360477432,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9411764705882353,0.9023711810305518,0.02924220380480135,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,230,
263,0.39879798889160156,0.002947565226095024,0.026889959971110027,0.000631929791942461,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9411764705882353,0.9062927496580028,0.025230653550496883,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",9,1,240,
264,0.017015933990478516,0.00012081464027117382,0.0023622512817382812,5.6822038742960194e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8604651162790697,0.8941176470588236,0.8823529411764706,0.8789785681714547,0.013944246169497174,128,0.9764705882352941,0.9649122807017544,0.9883040935672515,0.9765623208347667,0.009549887902866126,RandomForestClassifier,5-21,"[True, None, False]",9,3,10,
265,0.03367169698079427,0.00010172110042410654,0.0035332838694254556,2.0825225621016673e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8372093023255814,0.8823529411764706,0.9294117647058824,0.8829913360693116,0.037644204319541734,89,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",9,3,20,
266,0.04976058006286621,0.0004733434480182026,0.004592418670654297,1.9590986808942927e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.9058823529411765,0.8634746922024624,0.037865383546874305,184,0.9764705882352941,0.9941520467836257,0.9883040935672515,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, None, False]",9,3,30,
267,0.06745290756225586,0.0030143534737720277,0.00562286376953125,5.31796368468507e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.9411764705882353,0.8752393980848154,0.05204259017043246,135,0.9882352941176471,0.9941520467836257,0.9883040935672515,0.9902304781561747,0.002773110012954407,RandomForestClassifier,5-21,"[True, None, False]",9,3,40,
268,0.08153422673543294,0.0003679893946886854,0.006619373957316081,5.2738970527900595e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8705882352941177,0.9294117647058824,0.8674418604651164,0.05193039734768751,162,0.9823529411764705,1.0,0.9941520467836257,0.9921683293200321,0.007339664956558618,RandomForestClassifier,5-21,"[True, None, False]",9,3,50,
269,0.09866070747375488,0.0011689852496384132,0.007739941279093425,6.371364489963356e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9764705882352941,1.0,0.9941520467836257,0.9902075450063066,0.010002587172051216,RandomForestClassifier,5-21,"[True, None, False]",9,3,60,
270,0.11372677485148112,0.000841737783035813,0.008734703063964844,4.079164684719343e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9764705882352941,1.0,0.9883040935672515,0.9882582272675152,0.009605896879395103,RandomForestClassifier,5-21,"[True, None, False]",9,3,70,
271,0.13077187538146973,0.0007814991045967685,0.009995142618815104,5.668827549092673e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9764705882352941,1.0,0.9883040935672515,0.9882582272675152,0.009605896879395103,RandomForestClassifier,5-21,"[True, None, False]",9,3,80,
272,0.14711769421895346,0.002005281558604537,0.010944445927937826,0.00025209622892532476,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9764705882352941,0.9941520467836257,0.9883040935672515,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, None, False]",9,3,90,
273,0.16272393862406412,0.0010924590498860526,0.011913140614827475,0.00015661158947554945,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",9,3,100,
274,0.17951353391011557,0.0011193803888223887,0.012962977091471354,4.1853761158324724e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",9,3,110,
275,0.19342652956644693,0.0007401939262922571,0.01422262191772461,0.00042205839788912215,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",9,3,120,
276,0.21283976236979166,0.002407427989565787,0.015396356582641602,0.00040176556093142647,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",9,3,130,
277,0.228395144144694,0.0018282623400552778,0.016308943430582683,0.00037940820987411654,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",9,3,140,
278,0.24245905876159668,0.0026564818555215673,0.017100811004638672,0.0001278356459830601,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",9,3,150,
279,0.2584245204925537,0.0016253692547518912,0.018239974975585938,0.0003745069953856273,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",9,3,160,
280,0.2731991608937581,0.002336828842582135,0.019252618153889973,0.00022695731762361482,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",9,3,170,
281,0.2881314754486084,0.002607922661947706,0.02143208185831706,0.00125311234659656,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, None, False]",9,3,180,
282,0.3064287503560384,0.003153619101161195,0.02133933703104655,0.00021750242240803797,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, None, False]",9,3,190,
283,0.3238489627838135,0.0017042201727360902,0.022095521291097004,0.00037195444724378126,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, None, False]",9,3,200,
284,0.3374590078989665,0.005497873629825052,0.023291508356730144,0.000795382207078111,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9882352941176471,0.9941520467836257,0.9941520467836257,0.9921797958949661,0.0027891839551446897,RandomForestClassifier,5-21,"[True, None, False]",9,3,210,
285,0.35461242993672687,0.002098718192569136,0.024132172266642254,0.00022071640648190408,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",9,3,220,
286,0.37076687812805176,0.0016508241184010593,0.026341835657755535,0.0004224584515034579,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",9,3,230,
287,0.3903517723083496,0.004263524718837554,0.027288516362508137,0.0009981273072761532,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",9,3,240,
288,0.01690363883972168,0.00039920104229146196,0.00249330202738444,5.9482555387634385e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8941176470588236,0.8594619243046057,0.02483301037864845,214,0.9529411764705882,0.9473684210526315,0.9532163742690059,0.9511753239307419,0.0026942303291276584,RandomForestClassifier,5-21,"[True, None, False]",9,6,10,
289,0.03264141082763672,0.00026220891908898243,0.0035022894541422525,4.51249108841527e-06,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.9058823529411765,0.8634290925672595,0.032944087547905614,186,0.9529411764705882,0.9532163742690059,0.935672514619883,0.9472766884531589,0.008206159118683535,RandomForestClassifier,5-21,"[True, None, False]",9,6,20,
290,0.04738187789916992,0.00027912106102744017,0.0044930775960286455,5.816056053237298e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8941176470588236,0.8595075239398086,0.027983987516666822,208,0.9352941176470588,0.9532163742690059,0.9415204678362573,0.943343653250774,0.0074294380405479175,RandomForestClassifier,5-21,"[True, None, False]",9,6,30,
291,0.06321652730305989,0.0005413725735816866,0.005593299865722656,5.859893465035234e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.9176470588235294,0.8634290925672595,0.03932777541837704,186,0.9352941176470588,0.9590643274853801,0.9473684210526315,0.9472422887283568,0.009704557381693617,RandomForestClassifier,5-21,"[True, None, False]",9,6,40,
292,0.07950878143310547,0.0006025822254177299,0.0065644582112630205,1.706687757364065e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8941176470588236,0.8595075239398086,0.027983987516666822,208,0.9411764705882353,0.9707602339181286,0.9473684210526315,0.953101708519665,0.01273977242273238,RandomForestClassifier,5-21,"[True, None, False]",9,6,50,
293,0.09614928563435872,0.0015822594869467032,0.007648070653279622,8.250163269589977e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.9058823529411765,0.8673506611947105,0.032862565958838644,164,0.9352941176470588,0.9766081871345029,0.9590643274853801,0.956988877422314,0.01693012510539621,RandomForestClassifier,5-21,"[True, None, False]",9,6,60,
294,0.10976084073384602,9.407888239875757e-05,0.00923768679300944,0.0008953068826681367,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.9058823529411765,0.8673050615595076,0.02866995245773196,170,0.9352941176470588,0.9590643274853801,0.9649122807017544,0.953090241944731,0.012808230926995774,RandomForestClassifier,5-21,"[True, None, False]",9,6,70,
295,0.12748146057128906,0.000929832234341847,0.010045607884724935,0.0003599970191976637,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.8941176470588236,0.8633834929320566,0.023455416937233308,192,0.9352941176470588,0.9532163742690059,0.9649122807017544,0.9511409242059398,0.012180298721209433,RandomForestClassifier,5-21,"[True, None, False]",9,6,80,
296,0.14078736305236816,0.000897335065779913,0.010724306106567383,0.00016596639072733124,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.9058823529411765,0.8673506611947105,0.032862565958838644,164,0.9411764705882353,0.9590643274853801,0.9649122807017544,0.9550510262584565,0.010097098939457087,RandomForestClassifier,5-21,"[True, None, False]",9,6,90,
297,0.16340025266011557,0.0021007855071813668,0.012691815694173178,0.0006709575617305572,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.9176470588235294,0.8751481988144095,0.032996495956243446,139,0.9411764705882353,0.9590643274853801,0.9707602339181286,0.957000343997248,0.012165382144134687,RandomForestClassifier,5-21,"[True, None, False]",9,6,100,
298,0.17139959335327148,0.0013730698121476462,0.012804587682088217,0.0001176622997118598,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.8941176470588236,0.8673050615595076,0.023348438169009753,170,0.9470588235294117,0.9707602339181286,0.9707602339181286,0.9628597637885563,0.011172952006364657,RandomForestClassifier,5-21,"[True, None, False]",9,6,110,
299,0.19026796023050943,0.0018119352771282194,0.014100233713785807,0.00014393116335232624,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9058823529411765,0.8751025991792066,0.02350633551704065,141,0.9411764705882353,0.9707602339181286,0.9707602339181286,0.9608989794748308,0.013945919775723657,RandomForestClassifier,5-21,"[True, None, False]",9,6,120,
300,0.2061927318572998,0.004964893480380661,0.01619720458984375,0.0013522373892998034,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.9058823529411765,0.8712266301869586,0.02803928947319485,149,0.9470588235294117,0.9707602339181286,0.9707602339181286,0.9628597637885563,0.011172952006364657,RandomForestClassifier,5-21,"[True, None, False]",9,6,130,
301,0.2194815476735433,0.0013337996550928726,0.016167561213175457,0.00018849893494615568,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9058823529411765,0.8751025991792066,0.02350633551704065,141,0.9411764705882353,0.9707602339181286,0.9707602339181286,0.9608989794748308,0.013945919775723657,RandomForestClassifier,5-21,"[True, None, False]",9,6,140,
302,0.23740363121032715,0.0021398354327405197,0.01801164944966634,0.0004708789806605521,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.8941176470588236,0.8711810305517557,0.018490413110909334,155,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",9,6,150,
303,0.25282971064249676,0.0024651203357083902,0.01844302813212077,0.0007544246598612973,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.8941176470588236,0.8711810305517557,0.018490413110909334,155,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",9,6,160,
304,0.26732389132181805,0.00480286536614492,0.01903851826985677,0.00015118273981253852,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.8941176470588236,0.8711810305517557,0.018490413110909334,155,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",9,6,170,
305,0.2827575206756592,0.002310395368926037,0.020665327707926433,0.0006687662912621581,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",9,6,180,
306,0.2961995601654053,0.0037869691872020796,0.021375656127929688,0.00019834773211844064,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",9,6,190,
307,0.30968300501505536,0.004759747977765579,0.022378206253051758,0.000593260644547006,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,176,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",9,6,200,
308,0.3291640281677246,0.003041038188549022,0.02352007230122884,0.0005234606580799704,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.8941176470588236,0.8633834929320566,0.023455416937233308,192,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",9,6,210,
309,0.34637824694315594,0.0029081889857456955,0.024832725524902344,0.000543856174317523,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",9,6,220,
310,0.3589995702107747,0.0010810605674630718,0.02556761105855306,0.0005256252631346712,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",9,6,230,
311,0.3788147767384847,0.005291942814577391,0.026782910029093426,0.00024411783240305235,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,176,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",9,6,240,
312,0.016405502955118816,0.0002950581446094869,0.002422809600830078,5.2397150110973395e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8023255813953488,0.7529411764705882,0.8470588235294118,0.8007751937984496,0.03843900491469381,376,0.9176470588235294,0.9005847953216374,0.9122807017543859,0.9101708519665176,0.007123613715314488,RandomForestClassifier,5-21,"[True, None, False]",9,9,10,
313,0.03143008550008138,0.0002504805767874016,0.0034901301066080728,8.173674474681979e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,272,0.9117647058823529,0.9064327485380117,0.9181286549707602,0.9121087031303748,0.00478102551069588,RandomForestClassifier,5-21,"[True, None, False]",9,9,20,
314,0.047409772872924805,0.0009734824739473122,0.004545927047729492,8.817555865966259e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8705882352941177,0.8476972184222525,0.016205266081518448,239,0.9235294117647059,0.9239766081871345,0.9064327485380117,0.9179795894966173,0.008166890401801581,RandomForestClassifier,5-21,"[True, None, False]",9,9,30,
315,0.06219402949015299,0.0010305500582640206,0.005480766296386719,8.924819836439043e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8588235294117647,0.8437300501595987,0.014854426747672693,275,0.9235294117647059,0.9239766081871345,0.9298245614035088,0.925776860451783,0.0028679735477637877,RandomForestClassifier,5-21,"[True, None, False]",9,9,40,
316,0.07764482498168945,0.000756301489092381,0.006810665130615234,0.00019614948289095285,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8488372093023255,0.8352941176470589,0.8705882352941177,0.8515731874145006,0.014538061936260812,235,0.9117647058823529,0.9239766081871345,0.9298245614035088,0.921855291824332,0.007523943234526951,RandomForestClassifier,5-21,"[True, None, False]",9,9,50,
317,0.09221243858337402,0.0005582908944552154,0.007584333419799805,5.462370320306365e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8588235294117647,0.8398084815321477,0.02024469744326587,295,0.8941176470588236,0.9239766081871345,0.9122807017543859,0.9101249856667813,0.012284806979985834,RandomForestClassifier,5-21,"[True, None, False]",9,9,60,
318,0.10828812917073567,0.0006887040345796958,0.008580446243286133,3.76867306044999e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8588235294117647,0.8398540811673506,0.014529620927895528,288,0.9117647058823529,0.9239766081871345,0.9239766081871345,0.9199059740855406,0.005756745953932433,RandomForestClassifier,5-21,"[True, None, False]",9,9,70,
319,0.12271348635355632,0.0007600522628458837,0.009701808293660482,9.462871816011521e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8588235294117647,0.8398540811673506,0.014529620927895528,288,0.9117647058823529,0.9298245614035088,0.9298245614035088,0.9238046095631235,0.008513497537505743,RandomForestClassifier,5-21,"[True, None, False]",9,9,80,
320,0.13857905069986978,0.0009720315301130013,0.010671297709147135,0.00032888690528789827,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9298245614035088,0.935672514619883,0.9296754959293659,0.004958521427773833,RandomForestClassifier,5-21,"[True, None, False]",9,9,90,
321,0.15284315745035806,0.00046108477964304696,0.011846303939819336,0.00017735212231053814,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9298245614035088,0.9473684210526315,0.9316133470932232,0.012199444218793204,RandomForestClassifier,5-21,"[True, None, False]",9,9,100,
322,0.16825739542643228,0.000968549458243899,0.01281587282816569,0.0002566187623174543,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9181286549707602,0.9298245614035088,0.9218667583992661,0.005630450260444357,RandomForestClassifier,5-21,"[True, None, False]",9,9,110,
323,0.18238011995951334,0.0007903855625545049,0.013751745223999023,8.422016084221963e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9181286549707602,0.9298245614035088,0.9238275427129917,0.004779485214096211,RandomForestClassifier,5-21,"[True, None, False]",9,9,120,
324,0.20085597038269043,0.005285726136989915,0.014935652414957682,0.00022445530331394422,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9294117647058824,0.9239766081871345,0.9298245614035088,0.9277376447655085,0.0026647885952790196,RandomForestClassifier,5-21,"[True, None, False]",9,9,130,
325,0.21709728240966797,0.004261351555059859,0.016103585561116535,0.00018084488843602063,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9298245614035088,0.925776860451783,0.0028679735477637877,RandomForestClassifier,5-21,"[True, None, False]",9,9,140,
326,0.22911532719930014,0.0010730616869129325,0.017410675684611004,0.0004486576647379255,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9181286549707602,0.9218782249742001,0.002657624574450001,RandomForestClassifier,5-21,"[True, None, False]",9,9,150,
327,0.24295266469319662,0.0009059461016629972,0.018474022547403973,0.0005287531528194148,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9122807017543859,0.9199289072354088,0.005411178643636351,RandomForestClassifier,5-21,"[True, None, False]",9,9,160,
328,0.2599591414133708,0.00359092699223,0.01855357487996419,0.0003506091641485199,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9239766081871345,0.9064327485380117,0.9160188051828918,0.007254201554304759,RandomForestClassifier,5-21,"[True, None, False]",9,9,170,
329,0.27278828620910645,0.0017155954643178048,0.020373821258544922,0.0006776799168315961,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9239766081871345,0.9005847953216374,0.9160302717578258,0.010923126930682437,RandomForestClassifier,5-21,"[True, None, False]",9,9,180,
330,0.28897563616434735,0.002646827973315548,0.0212249755859375,0.00013972345842437866,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",9,9,190,
331,0.30585694313049316,0.0019623386987925114,0.022496779759724934,0.0005251505111884306,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",9,9,200,
332,0.31962140401204425,0.0025329275161985595,0.023989121119181316,0.0013799087684988661,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",9,9,210,
333,0.33509079615275067,0.005499402176513193,0.024131933848063152,0.0003769468528275274,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9239766081871345,0.9005847953216374,0.9160302717578258,0.010923126930682437,RandomForestClassifier,5-21,"[True, None, False]",9,9,220,
334,0.3507651487986247,0.003318256059284084,0.026604255040486652,0.0021974872542230785,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.9005847953216374,0.9179795894966173,0.01256559789096585,RandomForestClassifier,5-21,"[True, None, False]",9,9,230,
335,0.36552898089090985,0.0015614882281336138,0.026832421620686848,0.0013054989851148146,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.9064327485380117,0.9199289072354088,0.009883216478209425,RandomForestClassifier,5-21,"[True, None, False]",9,9,240,
336,0.015944480895996094,0.0002916404694414225,0.0024222532908121743,1.973968896298546e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.7647058823529411,0.788235294117647,0.7812129502963976,0.011715468357519247,448,0.8470588235294118,0.8888888888888888,0.8245614035087719,0.8535030386423575,0.026653983756638546,RandomForestClassifier,5-21,"[True, None, False]",9,12,10,
337,0.030691782633463543,0.0003407190486108503,0.0035150845845540366,5.897710850470947e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.7294117647058823,0.7764705882352941,0.7694026447788418,0.030183583116036077,476,0.8647058823529412,0.8830409356725146,0.8070175438596491,0.8515881206283683,0.032392857033407024,RandomForestClassifier,5-21,"[True, None, False]",9,12,20,
338,0.04807964960734049,0.001958846352671082,0.005416472752888997,0.0009455595950161635,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.813953488372093,0.7411764705882353,0.788235294117647,0.7811217510259918,0.03013387297671965,452,0.8705882352941177,0.8596491228070176,0.8187134502923976,0.849650269464511,0.022326831852689213,RandomForestClassifier,5-21,"[True, None, False]",9,12,30,
339,0.061277151107788086,0.0008568125759243315,0.005543073018391927,5.7634975905661516e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.813953488372093,0.7411764705882353,0.8,0.7850433196534429,0.03153728264155304,404,0.8705882352941177,0.8596491228070176,0.8362573099415205,0.8554982226808852,0.014319580715096468,RandomForestClassifier,5-21,"[True, None, False]",9,12,40,
340,0.07480812072753906,0.0006416090705717059,0.0065686702728271484,0.00018721258797636865,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.8,0.7889648882808938,0.026101798391190006,384,0.8705882352941177,0.8538011695906432,0.8245614035087719,0.8496502694645108,0.01901823318015235,RandomForestClassifier,5-21,"[True, None, False]",9,12,50,
341,0.08982706069946289,0.0005221621624728741,0.007488091786702474,0.00011432451933754892,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.8,0.7889648882808938,0.026101798391190006,384,0.8705882352941177,0.8538011695906432,0.8304093567251462,0.8515995872033023,0.016476666218650477,RandomForestClassifier,5-21,"[True, None, False]",9,12,60,
342,0.10647964477539062,0.0021624912366423857,0.008626937866210938,8.855851573395149e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8705882352941177,0.8538011695906432,0.8128654970760234,0.8457516339869281,0.024242866915517892,RandomForestClassifier,5-21,"[True, None, False]",9,12,70,
343,0.12063407897949219,0.0014352811663379701,0.009965022404988607,0.00030453263584467313,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.788235294117647,0.7850433196534428,0.025010225597099617,407,0.8705882352941177,0.8538011695906432,0.8128654970760234,0.8457516339869281,0.024242866915517892,RandomForestClassifier,5-21,"[True, None, False]",9,12,80,
344,0.13594341278076172,0.001613614559641521,0.010855992635091146,0.00011972670059468285,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8705882352941177,0.8538011695906432,0.8070175438596491,0.8438023162481366,0.026898463444192253,RandomForestClassifier,5-21,"[True, None, False]",9,12,90,
345,0.1501601537068685,0.0012430362205701794,0.011675039927164713,0.00023229950876436226,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8705882352941177,0.8538011695906432,0.8187134502923976,0.8477009517257196,0.021612617044114466,RandomForestClassifier,5-21,"[True, None, False]",9,12,100,
346,0.1660311222076416,0.0010752860826852419,0.012769540150960287,0.00016885605813103527,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8647058823529412,0.8538011695906432,0.8304093567251462,0.8496388028895768,0.01430750129477798,RandomForestClassifier,5-21,"[True, None, False]",9,12,110,
347,0.18115568161010742,0.0025658006444830806,0.014888366063435873,0.0013134809128732652,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8362573099415205,0.8515881206283682,0.01171903031665538,RandomForestClassifier,5-21,"[True, None, False]",9,12,120,
348,0.19716811180114746,0.0028608894515681138,0.014759143193562826,0.00026252692102686563,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8187134502923976,0.8457401674119941,0.019622449198202725,RandomForestClassifier,5-21,"[True, None, False]",9,12,130,
349,0.2122960885365804,0.0023701195651889186,0.016532103220621746,0.000777693638571308,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8362573099415205,0.8515881206283682,0.01171903031665538,RandomForestClassifier,5-21,"[True, None, False]",9,12,140,
350,0.22602033615112305,0.0010110869165072653,0.017042001088460285,0.00010588761742575177,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8705882352941177,0.847953216374269,0.8362573099415205,0.8515995872033025,0.014250733877208316,RandomForestClassifier,5-21,"[True, None, False]",9,12,150,
351,0.23955408732096353,0.00257022992854099,0.02018451690673828,0.0014376295274312627,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8705882352941177,0.8421052631578947,0.8362573099415205,0.849650269464511,0.014996631822213932,RandomForestClassifier,5-21,"[True, None, False]",9,12,160,
352,0.25528256098429364,0.0012179722005331974,0.019282817840576172,0.0005126111450746022,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8647058823529412,0.847953216374269,0.8362573099415205,0.849638802889577,0.01167507942834946,RandomForestClassifier,5-21,"[True, None, False]",9,12,170,
353,0.27143700917561847,0.0026592399773243997,0.022384087244669598,0.0018902311859848198,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8647058823529412,0.847953216374269,0.8362573099415205,0.849638802889577,0.01167507942834946,RandomForestClassifier,5-21,"[True, None, False]",9,12,180,
354,0.28571335474650067,0.00300232319248856,0.02115933100382487,0.00011271431473979447,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8304093567251462,0.8437908496732026,0.01498062266621175,RandomForestClassifier,5-21,"[True, None, False]",9,12,190,
355,0.2983606656392415,0.004633553788103839,0.02203369140625,8.163344450861142e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8187134502923976,0.8398922141956198,0.01895143527393605,RandomForestClassifier,5-21,"[True, None, False]",9,12,200,
356,0.31253814697265625,0.004408439201740817,0.023211558659871418,0.0005533043523384599,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8245614035087719,0.8437908496732026,0.016432198003572734,RandomForestClassifier,5-21,"[True, None, False]",9,12,210,
357,0.3302310307820638,0.004474540865171285,0.025126536687215168,0.0010970142981606046,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8187134502923976,0.8398922141956198,0.01895143527393605,RandomForestClassifier,5-21,"[True, None, False]",9,12,220,
358,0.3461162249247233,0.0035438712023329855,0.024923960367838543,0.00023977579476172945,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8187134502923976,0.8418415319344111,0.018777257828369753,RandomForestClassifier,5-21,"[True, None, False]",9,12,230,
359,0.36003414789835614,0.0015486918767104209,0.02642337481180827,0.0005914075365331279,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8245614035087719,0.8437908496732026,0.016432198003572734,RandomForestClassifier,5-21,"[True, None, False]",9,12,240,
360,0.01753401756286621,0.00020638319773571293,0.002398252487182617,3.059447058823929e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8837209302325582,0.9176470588235294,0.9058823529411765,0.9024167806657547,0.014065399477438902,12,0.9823529411764705,0.9883040935672515,1.0,0.9902190115812406,0.007330523152340607,RandomForestClassifier,5-21,"[True, None, False]",12,1,10,
361,0.03352888425191244,0.0006082540451242018,0.0035341580708821616,2.585006708668167e-06,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.9058823529411765,0.8946192430460557,0.015928442768178504,51,0.9882352941176471,1.0,1.0,0.996078431372549,0.005545935538718,RandomForestClassifier,5-21,"[True, None, False]",12,1,20,
362,0.05027143160502116,0.0002968785449370346,0.004575570424397786,4.8098876118815604e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.9176470588235294,0.8985408116735066,0.019308309269411194,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,30,
363,0.06651743253072102,0.0015083454297827423,0.0056345462799072266,1.042700879804169e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9294117647058824,0.9023711810305518,0.019843020646245046,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,40,
364,0.08373753229777019,0.0006813423557588651,0.006616433461507161,0.0001228569701728155,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9176470588235294,0.8945736434108528,0.016324924147222513,58,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,50,
365,0.09805878003438313,0.0009113358276325335,0.007679382960001628,7.758594658042222e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9186046511627907,0.8823529411764706,0.9294117647058824,0.9101231190150477,0.020126028067703385,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,60,
366,0.11775390307108562,0.0016869579497940659,0.009071826934814453,0.0005397410485661961,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9069767441860465,0.8823529411764706,0.9294117647058824,0.9062471500227997,0.01921860988253076,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,70,
367,0.13211774826049805,0.0008158036031078666,0.009639581044514975,7.266366582954954e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9294117647058824,0.8984952120383037,0.02186843646521578,43,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,80,
368,0.15147924423217773,0.002641595749950467,0.011168082555135092,0.00039023007934427956,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9294117647058824,0.8946192430460557,0.024956043376595682,51,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,90,
369,0.16349275906880698,0.0008637209038071075,0.01225590705871582,0.0004226558706524628,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,100,
370,0.1871945858001709,0.004482381355122401,0.01393588383992513,0.0008368721787047659,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,110,
371,0.2090331713358561,0.0028779215338448814,0.014835357666015625,0.00045170403367548334,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9411764705882353,0.8985408116735066,0.030437543015761147,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,120,
372,0.21491456031799316,0.0004044302071261881,0.014840443929036459,0.00012061032231178562,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.9411764705882353,0.8985408116735066,0.030437543015761147,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,130,
373,0.2299946149190267,0.0028263072350675463,0.01628740628560384,0.001043647936143152,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.9411764705882353,0.9024623803009577,0.028813846249036133,10,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,140,
374,0.251542329788208,0.005367404766791916,0.017554521560668945,0.0007645960792833818,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,150,
375,0.2649698257446289,0.003834300885270696,0.018215179443359375,0.00012659150971560738,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,160,
376,0.28071244557698566,0.0017668489673550321,0.01976434389750163,0.0005932178881110746,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,170,
377,0.29923582077026367,0.0050144512094318664,0.020755529403686523,0.0005589923113063651,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,180,
378,0.3120310306549072,0.00211354680311165,0.021729071935017902,0.000720180967366215,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9411764705882353,0.9024167806657547,0.027412929074672385,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,190,
379,0.3288420041402181,0.0029025098666155815,0.021905263264973957,0.00016648951453178526,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9411764705882353,0.9062927496580028,0.025230653550496883,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,200,
380,0.3432455062866211,0.0010518699870299447,0.02475452423095703,0.0013158073340587906,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9411764705882353,0.9062927496580028,0.025230653550496883,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,210,
381,0.3630512555440267,0.004093739700403404,0.02484917640686035,0.00027806441784618236,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9411764705882353,0.9023711810305518,0.02924220380480135,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,220,
382,0.381011168162028,0.003629598743149968,0.02724623680114746,0.002166977017702743,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.9411764705882353,0.9023711810305518,0.02924220380480135,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,230,
383,0.39938966433207196,0.0008145633085850934,0.02732388178507487,0.0005695293836990949,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.9411764705882353,0.9062927496580028,0.025230653550496883,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, None, False]",12,1,240,
384,0.01704128583272298,0.000211365686572133,0.0025670528411865234,9.898879850803225e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8604651162790697,0.8941176470588236,0.8823529411764706,0.8789785681714547,0.013944246169497174,128,0.9764705882352941,0.9649122807017544,0.9883040935672515,0.9765623208347667,0.009549887902866126,RandomForestClassifier,5-21,"[True, None, False]",12,3,10,
385,0.03297273317972819,8.941201796217034e-05,0.0034983952840169272,9.352844791364526e-06,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8372093023255814,0.8823529411764706,0.9294117647058824,0.8829913360693116,0.037644204319541734,89,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",12,3,20,
386,0.048958142598470054,0.0011703790100280752,0.004506746927897136,7.047365340733639e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.9058823529411765,0.8634746922024624,0.037865383546874305,184,0.9764705882352941,0.9941520467836257,0.9883040935672515,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, None, False]",12,3,30,
387,0.06644241015116374,0.0008280833482511206,0.005788644154866536,0.00010948326067052189,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.9411764705882353,0.8752393980848154,0.05204259017043246,135,0.9882352941176471,0.9941520467836257,0.9883040935672515,0.9902304781561747,0.002773110012954407,RandomForestClassifier,5-21,"[True, None, False]",12,3,40,
388,0.08075428009033203,0.0012789791436636463,0.0066038767496744795,4.529966945515196e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8705882352941177,0.9294117647058824,0.8674418604651164,0.05193039734768751,162,0.9823529411764705,1.0,0.9941520467836257,0.9921683293200321,0.007339664956558618,RandomForestClassifier,5-21,"[True, None, False]",12,3,50,
389,0.09934592247009277,0.00109427220896029,0.007860501607259115,7.376588470113109e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9764705882352941,1.0,0.9941520467836257,0.9902075450063066,0.010002587172051216,RandomForestClassifier,5-21,"[True, None, False]",12,3,60,
390,0.11241285006205241,0.001204782849920874,0.009205897649129232,0.00047123484263407515,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9764705882352941,1.0,0.9883040935672515,0.9882582272675152,0.009605896879395103,RandomForestClassifier,5-21,"[True, None, False]",12,3,70,
391,0.12918901443481445,0.0021725382000861615,0.010417620340983072,0.0007498098500286187,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9764705882352941,1.0,0.9883040935672515,0.9882582272675152,0.009605896879395103,RandomForestClassifier,5-21,"[True, None, False]",12,3,80,
392,0.1444721221923828,0.002301931130172002,0.010851621627807617,0.0002732033494022127,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9764705882352941,0.9941520467836257,0.9883040935672515,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, None, False]",12,3,90,
393,0.16112875938415527,0.002435922214309764,0.011776924133300781,0.00010356554736232719,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",12,3,100,
394,0.17793512344360352,0.0018752176840801291,0.013003269831339518,0.0002265425130126566,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9176470588235294,0.8790241678066576,0.028717852354702922,116,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",12,3,110,
395,0.19509649276733398,0.0011650388861664566,0.014912128448486328,0.0014719868205433832,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",12,3,120,
396,0.206591526667277,0.0009937087375021542,0.01530130704243978,0.0006928771619375002,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, None, False]",12,3,130,
397,0.226411501566569,0.0023916091535299607,0.017092068990071613,0.001625568858430393,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",12,3,140,
398,0.24281684557596842,0.0017007394593359889,0.017315228780110676,0.0003883442895311847,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, None, False]",12,3,150,
399,0.25866031646728516,0.001095158781350947,0.018654346466064453,0.0002446005755291243,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",12,3,160,
400,0.27077452341715497,0.0035491793711795675,0.018932660420735676,0.00021807210785540246,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",12,3,170,
401,0.29207587242126465,0.0031651867679360125,0.020093202590942383,9.419917758583445e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9058823529411765,0.8789785681714547,0.019467573224036666,128,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, None, False]",12,3,180,
402,0.3062461217244466,0.0030054509406940485,0.021497090657552082,0.0007441533975424886,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9058823529411765,0.8789785681714547,0.019467573224036666,128,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, None, False]",12,3,190,
403,0.3203592300415039,0.0010015990519730098,0.022277116775512695,0.0003190494941206887,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, None, False]",12,3,200,
404,0.3371749718983968,0.0030070348329314287,0.02382969856262207,0.0009768158062908416,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9882352941176471,0.9941520467836257,0.9941520467836257,0.9921797958949661,0.0027891839551446897,RandomForestClassifier,5-21,"[True, None, False]",12,3,210,
405,0.3568328221638997,0.004464386938021707,0.024611552556355793,0.00034939602631220055,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",12,3,220,
406,0.37455908457438153,0.004597439056590518,0.025295098622639973,0.00040408759958712823,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9294117647058824,0.8868217054263566,0.030397963163380386,73,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",12,3,230,
407,0.3887342611948649,0.004529096674429107,0.027479012807210285,0.0009610545441082653,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.9176470588235294,0.8829001367989057,0.024914932969167573,92,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, None, False]",12,3,240,
408,0.016045490900675457,0.0004938575741630597,0.0024215380350748696,1.7350947471469596e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8941176470588236,0.8594619243046057,0.02483301037864845,214,0.9529411764705882,0.9473684210526315,0.9532163742690059,0.9511753239307419,0.0026942303291276584,RandomForestClassifier,5-21,"[True, None, False]",12,6,10,
409,0.03196922938028971,0.00017080205982969012,0.0035338401794433594,7.166557385889196e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.9058823529411765,0.8634290925672595,0.032944087547905614,186,0.9529411764705882,0.9532163742690059,0.935672514619883,0.9472766884531589,0.008206159118683535,RandomForestClassifier,5-21,"[True, None, False]",12,6,20,
410,0.04741009076436361,0.0008424882134846808,0.004633585611979167,4.669813333993472e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8941176470588236,0.8595075239398086,0.027983987516666822,208,0.9352941176470588,0.9532163742690059,0.9415204678362573,0.943343653250774,0.0074294380405479175,RandomForestClassifier,5-21,"[True, None, False]",12,6,30,
411,0.06303087870279948,0.0010155486946311976,0.005565961201985677,2.735367628910942e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.9176470588235294,0.8634290925672595,0.03932777541837704,186,0.9352941176470588,0.9590643274853801,0.9473684210526315,0.9472422887283568,0.009704557381693617,RandomForestClassifier,5-21,"[True, None, False]",12,6,40,
412,0.0784001350402832,0.00087019739576854,0.00676417350769043,0.00021525655006482758,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8941176470588236,0.8595075239398086,0.027983987516666822,208,0.9411764705882353,0.9707602339181286,0.9473684210526315,0.953101708519665,0.01273977242273238,RandomForestClassifier,5-21,"[True, None, False]",12,6,50,
413,0.09297680854797363,0.0009889272348938393,0.007807095845540364,0.00017943532140951037,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.9058823529411765,0.8673506611947105,0.032862565958838644,164,0.9352941176470588,0.9766081871345029,0.9590643274853801,0.956988877422314,0.01693012510539621,RandomForestClassifier,5-21,"[True, None, False]",12,6,60,
414,0.1100615660349528,0.0015256975524803526,0.008704106012980143,0.0001212208363060601,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.9058823529411765,0.8673050615595076,0.02866995245773196,170,0.9352941176470588,0.9590643274853801,0.9649122807017544,0.953090241944731,0.012808230926995774,RandomForestClassifier,5-21,"[True, None, False]",12,6,70,
415,0.12616419792175293,0.0015491675710016441,0.010898113250732422,0.0016684333538978338,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.8941176470588236,0.8633834929320566,0.023455416937233308,192,0.9352941176470588,0.9532163742690059,0.9649122807017544,0.9511409242059398,0.012180298721209433,RandomForestClassifier,5-21,"[True, None, False]",12,6,80,
416,0.1394535700480143,0.0025491598845702977,0.010738293329874674,8.606488747907028e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.9058823529411765,0.8673506611947105,0.032862565958838644,164,0.9411764705882353,0.9590643274853801,0.9649122807017544,0.9550510262584565,0.010097098939457087,RandomForestClassifier,5-21,"[True, None, False]",12,6,90,
417,0.1594377358754476,0.0028804944455828466,0.012157519658406576,0.0007636825929142086,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.9176470588235294,0.8751481988144095,0.032996495956243446,139,0.9411764705882353,0.9590643274853801,0.9707602339181286,0.957000343997248,0.012165382144134687,RandomForestClassifier,5-21,"[True, None, False]",12,6,100,
418,0.1741520563761393,0.0019614324766077285,0.013335386912027994,0.0003640743214355698,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.8941176470588236,0.8673050615595076,0.023348438169009753,170,0.9470588235294117,0.9707602339181286,0.9707602339181286,0.9628597637885563,0.011172952006364657,RandomForestClassifier,5-21,"[True, None, False]",12,6,110,
419,0.18886605898539224,0.0005761300757441953,0.013900041580200195,8.988496373218903e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9058823529411765,0.8751025991792066,0.02350633551704065,141,0.9411764705882353,0.9707602339181286,0.9707602339181286,0.9608989794748308,0.013945919775723657,RandomForestClassifier,5-21,"[True, None, False]",12,6,120,
420,0.20479806264241537,0.0024695591332354995,0.015147686004638672,0.00039108239770275073,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8705882352941177,0.9058823529411765,0.8712266301869586,0.02803928947319485,149,0.9470588235294117,0.9707602339181286,0.9707602339181286,0.9628597637885563,0.011172952006364657,RandomForestClassifier,5-21,"[True, None, False]",12,6,130,
421,0.2194530963897705,0.0020691861280860736,0.015990575154622395,0.00021351199844759736,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.9058823529411765,0.8751025991792066,0.02350633551704065,141,0.9411764705882353,0.9707602339181286,0.9707602339181286,0.9608989794748308,0.013945919775723657,RandomForestClassifier,5-21,"[True, None, False]",12,6,140,
422,0.23111764589945474,0.0012662689035178908,0.016774415969848633,9.621738130379152e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.8941176470588236,0.8711810305517557,0.018490413110909334,155,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",12,6,150,
423,0.24782395362854004,0.0022315859115039447,0.01861254374186198,0.0009388195956481724,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.8941176470588236,0.8711810305517557,0.018490413110909334,155,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",12,6,160,
424,0.2665465672810872,0.0010936977627079912,0.01971610387166341,0.0006948807368321091,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8488372093023255,0.8705882352941177,0.8941176470588236,0.8711810305517557,0.018490413110909334,155,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",12,6,170,
425,0.28263243039449054,0.006526280021337329,0.02007126808166504,0.0002365113105825063,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",12,6,180,
426,0.2987211545308431,0.001710169330871397,0.022872765858968098,0.0023655435364905385,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",12,6,190,
427,0.31450661023457843,0.00031885763202709236,0.022231101989746094,6.498061815211606e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,176,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",12,6,200,
428,0.32674233118693036,0.004491040411628505,0.023497263590494793,0.00013278271554221732,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8372093023255814,0.8588235294117647,0.8941176470588236,0.8633834929320566,0.023455416937233308,192,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",12,6,210,
429,0.34418312708536786,0.0027069851396381746,0.02549115816752116,0.0018079932285621297,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9649122807017544,0.9707602339181286,0.956988877422314,0.015525175049678628,RandomForestClassifier,5-21,"[True, None, False]",12,6,220,
430,0.3586121400197347,0.0009208917403469749,0.02882846196492513,0.0026249242501962763,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8823529411764706,0.8633378932968535,0.014050164452896193,197,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",12,6,230,
431,0.37558730443318683,0.0036228676935557425,0.02748982111612956,0.00042697451951647817,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8488372093023255,0.8588235294117647,0.8941176470588236,0.8672594619243045,0.019424267105386833,176,0.9352941176470588,0.9590643274853801,0.9707602339181286,0.9550395596835225,0.014756025158838497,RandomForestClassifier,5-21,"[True, None, False]",12,6,240,
432,0.01658185323079427,0.0003242203015435411,0.002488295237223307,4.2933148352572425e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8023255813953488,0.7529411764705882,0.8470588235294118,0.8007751937984496,0.03843900491469381,376,0.9176470588235294,0.9005847953216374,0.9122807017543859,0.9101708519665176,0.007123613715314488,RandomForestClassifier,5-21,"[True, None, False]",12,9,10,
433,0.032508293787638344,0.0008436398289844394,0.0036613941192626953,0.00018534096639828533,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8705882352941177,0.8476516187870496,0.019229966833833677,272,0.9117647058823529,0.9064327485380117,0.9181286549707602,0.9121087031303748,0.00478102551069588,RandomForestClassifier,5-21,"[True, None, False]",12,9,20,
434,0.04736789067586263,0.0007924488031380907,0.00468595822652181,0.00011919344690802206,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8705882352941177,0.8476972184222525,0.016205266081518448,239,0.9235294117647059,0.9239766081871345,0.9064327485380117,0.9179795894966173,0.008166890401801581,RandomForestClassifier,5-21,"[True, None, False]",12,9,30,
435,0.06243634223937988,0.0010259834333756128,0.005665302276611328,0.00016121092607392255,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8488372093023255,0.8235294117647058,0.8588235294117647,0.8437300501595987,0.014854426747672693,275,0.9235294117647059,0.9239766081871345,0.9298245614035088,0.925776860451783,0.0028679735477637877,RandomForestClassifier,5-21,"[True, None, False]",12,9,40,
436,0.07583157221476237,0.0006417494292310066,0.006553093592325847,5.672169020218449e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8488372093023255,0.8352941176470589,0.8705882352941177,0.8515731874145006,0.014538061936260812,235,0.9117647058823529,0.9239766081871345,0.9298245614035088,0.921855291824332,0.007523943234526951,RandomForestClassifier,5-21,"[True, None, False]",12,9,50,
437,0.0946652889251709,0.003185281359731759,0.00788569450378418,0.00019096152427759702,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8488372093023255,0.8117647058823529,0.8588235294117647,0.8398084815321477,0.02024469744326587,295,0.8941176470588236,0.9239766081871345,0.9122807017543859,0.9101249856667813,0.012284806979985834,RandomForestClassifier,5-21,"[True, None, False]",12,9,60,
438,0.10964806874593098,0.000517649227609968,0.009071826934814453,0.00021734674959022685,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8588235294117647,0.8398540811673506,0.014529620927895528,288,0.9117647058823529,0.9239766081871345,0.9239766081871345,0.9199059740855406,0.005756745953932433,RandomForestClassifier,5-21,"[True, None, False]",12,9,70,
439,0.12269838651021321,0.0007619303828523938,0.009821097056070963,0.00020235509941682277,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8588235294117647,0.8398540811673506,0.014529620927895528,288,0.9117647058823529,0.9298245614035088,0.9298245614035088,0.9238046095631235,0.008513497537505743,RandomForestClassifier,5-21,"[True, None, False]",12,9,80,
440,0.1394345760345459,0.0022308370812772816,0.01096669832865397,0.00012871723284633646,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9298245614035088,0.935672514619883,0.9296754959293659,0.004958521427773833,RandomForestClassifier,5-21,"[True, None, False]",12,9,90,
441,0.1511808236440023,0.00045905784335968105,0.01177819569905599,0.00011590532854412285,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9298245614035088,0.9473684210526315,0.9316133470932232,0.012199444218793204,RandomForestClassifier,5-21,"[True, None, False]",12,9,100,
442,0.1718588670094808,0.001428115352360667,0.012813409169514975,2.8538835598330133e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9181286549707602,0.9298245614035088,0.9218667583992661,0.005630450260444357,RandomForestClassifier,5-21,"[True, None, False]",12,9,110,
443,0.1834572950998942,0.0008777639237712151,0.014032999674479166,0.00028755094971077185,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9181286549707602,0.9298245614035088,0.9238275427129917,0.004779485214096211,RandomForestClassifier,5-21,"[True, None, False]",12,9,120,
444,0.19723288218180338,0.002214363089937877,0.014544089635213217,0.000207521183275756,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9294117647058824,0.9239766081871345,0.9298245614035088,0.9277376447655085,0.0026647885952790196,RandomForestClassifier,5-21,"[True, None, False]",12,9,130,
445,0.2156355381011963,0.003290291976510937,0.01644110679626465,0.0010099329023535726,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9298245614035088,0.925776860451783,0.0028679735477637877,RandomForestClassifier,5-21,"[True, None, False]",12,9,140,
446,0.23051134745279947,0.0016314976264177447,0.017024993896484375,0.00032390706152314065,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9181286549707602,0.9218782249742001,0.002657624574450001,RandomForestClassifier,5-21,"[True, None, False]",12,9,150,
447,0.24533764521280924,0.001452124212747525,0.0178531010945638,5.875049630704637e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9239766081871345,0.9122807017543859,0.9199289072354088,0.005411178643636351,RandomForestClassifier,5-21,"[True, None, False]",12,9,160,
448,0.2588016986846924,0.002122929537255947,0.018788576126098633,0.00019421072668541098,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9176470588235294,0.9239766081871345,0.9064327485380117,0.9160188051828918,0.007254201554304759,RandomForestClassifier,5-21,"[True, None, False]",12,9,170,
449,0.2744487126668294,0.0007682541995256005,0.020357211430867512,0.0004635900482270062,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9239766081871345,0.9005847953216374,0.9160302717578258,0.010923126930682437,RandomForestClassifier,5-21,"[True, None, False]",12,9,180,
450,0.29414765040079754,0.002922611667701783,0.022695064544677734,0.0007130841296526575,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8372093023255814,0.8235294117647058,0.8823529411764706,0.8476972184222525,0.025133632064789177,239,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",12,9,190,
451,0.30927157402038574,0.002455776755378975,0.022494951883951824,7.471911307492867e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",12,9,200,
452,0.32411972681681317,0.003162987046335587,0.023415168126424152,0.00023524277916985896,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.8947368421052632,0.916030271757826,0.01527448497811978,RandomForestClassifier,5-21,"[True, None, False]",12,9,210,
453,0.33596332867940265,0.0024094999987571693,0.024130900700887043,0.000259902157595624,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9239766081871345,0.9005847953216374,0.9160302717578258,0.010923126930682437,RandomForestClassifier,5-21,"[True, None, False]",12,9,220,
454,0.3540801207224528,0.000894994434069695,0.025194644927978516,0.0003220697035095694,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.9005847953216374,0.9179795894966173,0.01256559789096585,RandomForestClassifier,5-21,"[True, None, False]",12,9,230,
455,0.3690122763315837,0.004395774899876303,0.027004480361938477,0.0009139383910357423,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8372093023255814,0.8352941176470589,0.8823529411764706,0.8516187870497035,0.021746389056639743,217,0.9235294117647059,0.9298245614035088,0.9064327485380117,0.9199289072354088,0.009883216478209425,RandomForestClassifier,5-21,"[True, None, False]",12,9,240,
456,0.016094048817952473,0.00011542190100763183,0.0024711290995279946,4.00871061947093e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.7647058823529411,0.788235294117647,0.7812129502963976,0.011715468357519247,448,0.8470588235294118,0.8888888888888888,0.8245614035087719,0.8535030386423575,0.026653983756638546,RandomForestClassifier,5-21,"[True, None, False]",12,12,10,
457,0.03213946024576823,0.0010058402671033122,0.0035474300384521484,4.20487288257225e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.7294117647058823,0.7764705882352941,0.7694026447788418,0.030183583116036077,476,0.8647058823529412,0.8830409356725146,0.8070175438596491,0.8515881206283683,0.032392857033407024,RandomForestClassifier,5-21,"[True, None, False]",12,12,20,
458,0.04600119590759277,0.0001569585156335481,0.004558722178141276,0.0001020929649713383,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.813953488372093,0.7411764705882353,0.788235294117647,0.7811217510259918,0.03013387297671965,452,0.8705882352941177,0.8596491228070176,0.8187134502923976,0.849650269464511,0.022326831852689213,RandomForestClassifier,5-21,"[True, None, False]",12,12,30,
459,0.06096816062927246,0.001263871272607976,0.005504290262858073,7.534463014077021e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.813953488372093,0.7411764705882353,0.8,0.7850433196534429,0.03153728264155304,404,0.8705882352941177,0.8596491228070176,0.8362573099415205,0.8554982226808852,0.014319580715096468,RandomForestClassifier,5-21,"[True, None, False]",12,12,40,
460,0.07558751106262207,0.00042654627474774824,0.006658236185709636,0.00011340345456010242,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.8,0.7889648882808938,0.026101798391190006,384,0.8705882352941177,0.8538011695906432,0.8245614035087719,0.8496502694645108,0.01901823318015235,RandomForestClassifier,5-21,"[True, None, False]",12,12,50,
461,0.09157204627990723,0.001372926109452887,0.007721265157063802,5.412621036736042e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.8,0.7889648882808938,0.026101798391190006,384,0.8705882352941177,0.8538011695906432,0.8304093567251462,0.8515995872033023,0.016476666218650477,RandomForestClassifier,5-21,"[True, None, False]",12,12,60,
462,0.1064616044362386,0.0008116179405537172,0.008743047714233398,0.0002003975880696535,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8705882352941177,0.8538011695906432,0.8128654970760234,0.8457516339869281,0.024242866915517892,RandomForestClassifier,5-21,"[True, None, False]",12,12,70,
463,0.12146965662638347,0.00024404920892240044,0.009949763615926107,9.013448639620595e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.788235294117647,0.7850433196534428,0.025010225597099617,407,0.8705882352941177,0.8538011695906432,0.8128654970760234,0.8457516339869281,0.024242866915517892,RandomForestClassifier,5-21,"[True, None, False]",12,12,80,
464,0.14081796010335287,0.001319030562588246,0.011458794275919596,6.033398200427231e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8705882352941177,0.8538011695906432,0.8070175438596491,0.8438023162481366,0.026898463444192253,RandomForestClassifier,5-21,"[True, None, False]",12,12,90,
465,0.15034731229146323,0.0013204739960100756,0.011629899342854818,0.00014862708174015463,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8705882352941177,0.8538011695906432,0.8187134502923976,0.8477009517257196,0.021612617044114466,RandomForestClassifier,5-21,"[True, None, False]",12,12,100,
466,0.1656038761138916,0.0004761582946304421,0.012678384780883789,1.6533029168768162e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.7529411764705882,0.7764705882352941,0.7811217510259918,0.0251243645010284,452,0.8647058823529412,0.8538011695906432,0.8304093567251462,0.8496388028895768,0.01430750129477798,RandomForestClassifier,5-21,"[True, None, False]",12,12,110,
467,0.18155336380004883,0.001247742641615946,0.014236052831013998,0.00048240951485213553,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8362573099415205,0.8515881206283682,0.01171903031665538,RandomForestClassifier,5-21,"[True, None, False]",12,12,120,
468,0.19641772905985513,0.0013392643466180474,0.014960289001464844,7.939875644705685e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8187134502923976,0.8457401674119941,0.019622449198202725,RandomForestClassifier,5-21,"[True, None, False]",12,12,130,
469,0.21188688278198242,0.000789791355530046,0.015705347061157227,0.00020568279296590605,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8538011695906432,0.8362573099415205,0.8515881206283682,0.01171903031665538,RandomForestClassifier,5-21,"[True, None, False]",12,12,140,
470,0.2278150717417399,0.0006186387517841318,0.01682766278584798,0.00011169977576932564,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8705882352941177,0.847953216374269,0.8362573099415205,0.8515995872033025,0.014250733877208316,RandomForestClassifier,5-21,"[True, None, False]",12,12,150,
471,0.24039824803670248,0.0007104458234932486,0.017766873041788738,0.00020154539717760786,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8705882352941177,0.8421052631578947,0.8362573099415205,0.849650269464511,0.014996631822213932,RandomForestClassifier,5-21,"[True, None, False]",12,12,160,
472,0.2547187805175781,0.0008632182297914394,0.01860658327738444,5.650078791569049e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8647058823529412,0.847953216374269,0.8362573099415205,0.849638802889577,0.01167507942834946,RandomForestClassifier,5-21,"[True, None, False]",12,12,170,
473,0.26710931460062665,0.0017470381785717774,0.01941029230753581,0.00032838552986224674,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.788235294117647,0.7889648882808937,0.020111868890229707,390,0.8647058823529412,0.847953216374269,0.8362573099415205,0.849638802889577,0.01167507942834946,RandomForestClassifier,5-21,"[True, None, False]",12,12,180,
474,0.28426329294840497,0.003369048195440563,0.02099887530008952,0.000196136087398804,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8304093567251462,0.8437908496732026,0.01498062266621175,RandomForestClassifier,5-21,"[True, None, False]",12,12,190,
475,0.2977728048960368,0.003821366135010072,0.02205379803975423,0.00021942121226156862,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8187134502923976,0.8398922141956198,0.01895143527393605,RandomForestClassifier,5-21,"[True, None, False]",12,12,200,
476,0.3162047068277995,0.0036155778442339757,0.023590564727783203,0.0007449992983216336,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8245614035087719,0.8437908496732026,0.016432198003572734,RandomForestClassifier,5-21,"[True, None, False]",12,12,210,
477,0.3268340428670247,0.0015599574688438264,0.024196783701578777,7.605349213454083e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8362573099415205,0.8187134502923976,0.8398922141956198,0.01895143527393605,RandomForestClassifier,5-21,"[True, None, False]",12,12,220,
478,0.34355783462524414,0.0031462503671775876,0.025012811024983723,0.0003724426020924536,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8187134502923976,0.8418415319344111,0.018777257828369753,RandomForestClassifier,5-21,"[True, None, False]",12,12,230,
479,0.35624217987060547,0.0007567665848389778,0.026117881139119465,0.0005221871395693979,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.7647058823529411,0.7764705882352941,0.7850433196534428,0.020999213757189196,407,0.8647058823529412,0.8421052631578947,0.8245614035087719,0.8437908496732026,0.016432198003572734,RandomForestClassifier,5-21,"[True, None, False]",12,12,240,
0,0.08298277854919434,0.000683733634751626,0.00576027234395345,1.0571981524350414e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.7058823529411765,0.5394436844505245,0.11827283140139319,18,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,30,
1,0.11155176162719727,0.000645743975931098,0.007251421610514323,0.0003672962001086133,42,"{'n_estimators': 40, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.7647058823529411,0.5590515275877793,0.14589175535365018,6,0.5411764705882353,0.47953216374269003,0.8304093567251462,0.6170393303520237,0.15295986675697457,AdaBoostClassifier,5-21,"[True, None, False]",,,40,
2,0.13873465855916342,0.00016047587574156315,0.008948087692260742,4.020776949812006e-05,42,"{'n_estimators': 50, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7294117647058823,0.5511627906976745,0.12623423698719277,8,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,50,
3,0.16665140787760416,0.0020414042844479124,0.010792175928751627,0.00036354386903743227,42,"{'n_estimators': 60, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.7294117647058823,0.5472868217054264,0.12931471259950064,10,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,60,
4,0.19562395413716635,0.0033993533687129247,0.012170712153116861,0.0001906526242556782,42,"{'n_estimators': 70, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.788235294117647,0.5668946648426813,0.15695026137968265,1,0.5411764705882353,0.47953216374269003,0.8304093567251462,0.6170393303520237,0.15295986675697457,AdaBoostClassifier,5-21,"[True, None, False]",,,70,
5,0.22278865178426108,0.0009408241092006279,0.01440270741780599,0.0003984982998729796,42,"{'n_estimators': 80, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.7058823529411765,0.5394436844505245,0.11827283140139319,18,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,80,
6,0.2494234244028727,0.0004152477985310393,0.015447696050008139,0.0003140407635279127,42,"{'n_estimators': 90, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.7058823529411765,0.5394436844505245,0.11827283140139319,18,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,90,
7,0.2782278060913086,0.0011074011142827062,0.016829172770182293,0.00024582102734721744,42,"{'n_estimators': 100, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.7647058823529411,0.5590515275877793,0.14589175535365018,6,0.5411764705882353,0.47953216374269003,0.8304093567251462,0.6170393303520237,0.15295986675697457,AdaBoostClassifier,5-21,"[True, None, False]",,,100,
8,0.3058962821960449,0.002536209936829051,0.0190738042195638,0.0010402870505297841,42,"{'n_estimators': 110, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.7058823529411765,0.5394436844505245,0.11827283140139319,18,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,110,
9,0.33178289731343585,0.002084107034203336,0.02179265022277832,0.0016836940785493204,42,"{'n_estimators': 120, 'random_state': 42}",0.4418604651162791,0.47058823529411764,0.7058823529411765,0.5394436844505245,0.11827283140139319,18,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,120,
10,0.3632531960805257,0.0016201239133396142,0.021515448888142902,0.0004360579710394411,42,"{'n_estimators': 130, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7647058823529411,0.5629274965800274,0.1428495456863996,2,0.5411764705882353,0.47953216374269003,0.8304093567251462,0.6170393303520237,0.15295986675697457,AdaBoostClassifier,5-21,"[True, None, False]",,,130,
11,0.3900638421376546,0.003658051782987752,0.023271958033243816,0.00031769406628731406,42,"{'n_estimators': 140, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7058823529411765,0.5433196534427726,0.11516097366014916,11,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,140,
12,0.4179966449737549,0.00218653597003446,0.024922688802083332,0.00034915733202588037,42,"{'n_estimators': 150, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7058823529411765,0.5433196534427726,0.11516097366014916,11,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,150,
13,0.4493129253387451,0.0018472438976384702,0.026210308074951172,0.00023248855684926078,42,"{'n_estimators': 160, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7647058823529411,0.5629274965800274,0.1428495456863996,2,0.5411764705882353,0.47953216374269003,0.8304093567251462,0.6170393303520237,0.15295986675697457,AdaBoostClassifier,5-21,"[True, None, False]",,,160,
14,0.4748789469401042,0.003901810993353621,0.02790101369222005,0.0007617199194192018,42,"{'n_estimators': 170, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7058823529411765,0.5433196534427726,0.11516097366014916,11,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,170,
15,0.5019676685333252,0.0030418733307876426,0.02931324640909831,0.000466125754355344,42,"{'n_estimators': 180, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7294117647058823,0.5511627906976745,0.12623423698719277,8,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,180,
16,0.5300590991973877,0.003086432083437961,0.03168471654256185,0.0012191308056398915,42,"{'n_estimators': 190, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7647058823529411,0.5629274965800274,0.1428495456863996,2,0.5411764705882353,0.47953216374269003,0.8304093567251462,0.6170393303520237,0.15295986675697457,AdaBoostClassifier,5-21,"[True, None, False]",,,190,
17,0.5570680300394694,0.0021451305427984727,0.032648563385009766,0.0005615996401611006,42,"{'n_estimators': 200, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7058823529411765,0.5433196534427726,0.11516097366014916,11,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,200,
18,0.5886558691660563,0.003196333018344752,0.03419868151346842,0.0005336453463417469,42,"{'n_estimators': 210, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7058823529411765,0.5433196534427726,0.11516097366014916,11,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,210,
19,0.6105467478434244,0.0006271648143454572,0.03554066022237142,0.0005906599584181856,42,"{'n_estimators': 220, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7647058823529411,0.5629274965800274,0.1428495456863996,2,0.5411764705882353,0.47953216374269003,0.8304093567251462,0.6170393303520237,0.15295986675697457,AdaBoostClassifier,5-21,"[True, None, False]",,,220,
20,0.6350423494974772,0.0026579456988369103,0.03639340400695801,0.00022494419155778874,42,"{'n_estimators': 230, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7058823529411765,0.5433196534427726,0.11516097366014916,11,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,230,
21,0.6707776387532552,0.0037894821695349887,0.03931721051534017,0.000616061962110774,42,"{'n_estimators': 240, 'random_state': 42}",0.45348837209302323,0.47058823529411764,0.7058823529411765,0.5433196534427726,0.11516097366014916,11,0.5411764705882353,0.47953216374269003,0.7719298245614035,0.5975461529641096,0.12584978832304158,AdaBoostClassifier,5-21,"[True, None, False]",,,240,
0,0.3266652425130208,0.0021035980443103756,0.0016387303670247395,8.151459587444188e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8604651162790697,0.8705882352941177,0.8705882352941177,0.8672138622891016,0.004772084068199246,66,0.9823529411764705,1.0,0.9941520467836257,0.9921683293200321,0.007339664956558618,GradientBoostingClassifier,5-21,"[True, None, False]",,,30,0.05
1,0.4325721263885498,0.003903226664000428,0.0016528765360514324,2.311253310894671e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8488372093023255,0.8941176470588236,0.8705882352941177,0.8711810305517557,0.018490413110909334,65,0.9941176470588236,1.0,1.0,0.9980392156862745,0.002772967769359,GradientBoostingClassifier,5-21,"[True, None, False]",,,40,0.05
2,0.54513947168986,0.004059203388324213,0.0017406940460205078,1.7397478484755076e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.9176470588235294,0.8705882352941177,0.8906520747834018,0.01982698147443856,61,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,50,0.05
3,0.6552906036376953,0.0026268716038237573,0.0017685095469156902,6.312176595983165e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8837209302325582,0.9176470588235294,0.8705882352941177,0.8906520747834018,0.01982698147443856,61,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,60,0.05
4,0.7647236188252767,0.008682778280811237,0.0018620491027832031,3.058703783016185e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.8588235294117647,0.8944824441404468,0.02558818156019546,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,70,0.05
5,0.8669864336649576,0.0005277938428615576,0.0019959608713785806,0.000156046776331534,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.9069767441860465,0.9294117647058824,0.8705882352941177,0.9023255813953489,0.02423876907756614,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,80,0.05
6,0.977509339650472,0.003927652678161867,0.0022357304890950522,0.00013116031840720976,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.9186046511627907,0.9294117647058824,0.8705882352941177,0.906201550387597,0.025565987623453888,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,90,0.05
7,1.0836323897043865,0.002061048827837263,0.002261002858479818,0.00031723067036171763,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.9302325581395349,0.9294117647058824,0.8823529411764706,0.913999088007296,0.022379713766322706,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,100,0.05
8,1.188398043314616,0.001329816884518583,0.0021448135375976562,5.364612293258071e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8823529411764706,0.9178750569995441,0.02562691384577077,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,110,0.05
9,1.2999602158864338,0.00403042589333883,0.0021816094716389975,7.674766110737794e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,120,0.05
10,1.4128823280334473,0.007110360294456908,0.0022041797637939453,3.1069517844573026e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,130,0.05
11,1.5247886975606282,0.005846363614867782,0.0022910435994466147,6.665276502239814e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,140,0.05
12,1.629104216893514,0.00475963444676884,0.0023397604624430337,7.00372809540237e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,150,0.05
13,1.745113690694173,0.011060724152710836,0.0024483203887939453,4.757391685957687e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,160,0.05
14,1.8432067235310872,0.013516718315975326,0.0024307568868001304,4.646424087623026e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,170,0.05
15,1.9616073767344158,0.006292144389116601,0.0025059382120768228,6.535752505410308e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,180,0.05
16,2.052122116088867,0.009198029527707742,0.002608060836791992,0.00010161350240575897,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,190,0.05
17,2.1802210013071694,0.010245471481209174,0.0026067097981770835,7.313852347402775e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,200,0.05
18,2.275336821873983,0.012630517066933985,0.0026674270629882812,0.00011033002757246753,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,210,0.05
19,2.3952887852986655,0.02195531369366485,0.002662817637125651,8.653123793111902e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,220,0.05
20,2.5149166584014893,0.008266277413497933,0.002768278121948242,0.00011566373082730458,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.9418604651162791,0.9176470588235294,0.8941176470588236,0.9178750569995441,0.019491590603694105,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,230,0.05
21,2.6264137427012124,0.009767770613642106,0.0028350353240966797,0.00014425657279030132,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.9418604651162791,0.9176470588235294,0.8941176470588236,0.9178750569995441,0.019491590603694105,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,240,0.05
22,0.3257724444071452,0.0016573205414343092,0.0015781720479329426,1.0629179317029627e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8953488372093024,0.9058823529411765,0.8705882352941177,0.8906064751481989,0.014793831677652065,63,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,30,0.1
23,0.43208924929300946,0.0003869547657507665,0.0017126401265462239,0.00011948003752305785,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.9186046511627907,0.9411764705882353,0.8823529411764706,0.9140446876424989,0.024230103227101358,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,40,0.1
24,0.540788491566976,0.003051298352347512,0.00232696533203125,0.000837578369797684,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.9186046511627907,0.9411764705882353,0.8941176470588236,0.9179662562699499,0.019216986913014957,21,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,50,0.1
25,0.6559503873189291,0.0045282966125793035,0.001883109410603841,9.89137997541582e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.9186046511627907,0.9411764705882353,0.8941176470588236,0.9179662562699499,0.019216986913014957,21,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,60,0.1
26,0.7616449197133383,0.004531318936844582,0.0019353230794270833,0.00011717981435335883,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.9186046511627907,0.9411764705882353,0.8941176470588236,0.9179662562699499,0.019216986913014957,21,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,70,0.1
27,0.8675134976704916,0.0017647474197789786,0.0019193490346272786,1.4273732695689447e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.9302325581395349,0.9411764705882353,0.8941176470588236,0.921842225262198,0.02010690565183132,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,80,0.1
28,0.9791123867034912,0.004355161049091946,0.0020498434702555337,3.992939824338455e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.8941176470588236,0.921796625626995,0.02022106041416429,9,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,90,0.1
29,1.093792994817098,0.0012876250363785878,0.0020577112833658853,5.5967742280727845e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.9418604651162791,0.9411764705882353,0.9058823529411765,0.929639762881897,0.016801346323974186,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,100,0.1
30,1.1939353148142497,0.007061366379937913,0.0022408167521158853,0.00014872737903187243,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.9418604651162791,0.9411764705882353,0.9058823529411765,0.929639762881897,0.016801346323974186,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,110,0.1
31,1.3176755905151367,0.009348250543035131,0.002255678176879883,0.00010801598391763143,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.9418604651162791,0.9294117647058824,0.9058823529411765,0.925718194254446,0.014918399957342603,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,120,0.1
32,1.4281320571899414,0.012442766686850154,0.0023610591888427734,0.00015973487293896016,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.9302325581395349,0.9294117647058824,0.9058823529411765,0.921842225262198,0.01129030760852456,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,130,0.1
33,1.5379327932993572,0.0014000068396372192,0.002329667409261068,4.3194065862341534e-06,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.9302325581395349,0.9294117647058824,0.9058823529411765,0.921842225262198,0.01129030760852456,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,140,0.1
34,1.6492109298706055,0.0030416982287675507,0.002384662628173828,3.6416958379788187e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.9302325581395349,0.9411764705882353,0.9058823529411765,0.9257637938896489,0.014751182451177746,3,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,150,0.1
35,1.761758804321289,0.01175590052688056,0.0024379094441731772,4.525028586055905e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.9302325581395349,0.9294117647058824,0.9058823529411765,0.921842225262198,0.01129030760852456,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,160,0.1
36,1.8718817234039307,0.009990808584015432,0.0025058587392171225,6.064034377861906e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.9302325581395349,0.9058823529411765,0.9058823529411765,0.913999088007296,0.011478796812695431,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,170,0.1
37,1.9824918905893962,0.00666385038242908,0.0025287469228108725,4.4427958634102865e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.9302325581395349,0.9058823529411765,0.9058823529411765,0.913999088007296,0.011478796812695431,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,180,0.1
38,2.0892302989959717,0.01706240447115534,0.002589146296183268,2.6632065575231797e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.9186046511627907,0.9058823529411765,0.9058823529411765,0.9101231190150479,0.005997348896520633,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,190,0.1
39,2.196263392766317,0.008701900923259804,0.002635955810546875,2.7008381040604088e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.9186046511627907,0.8941176470588236,0.9058823529411765,0.906201550387597,0.009999325235710534,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,200,0.1
40,2.302142779032389,0.008638917436377482,0.00270843505859375,3.0351349987410026e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.9186046511627907,0.9058823529411765,0.9058823529411765,0.9101231190150479,0.005997348896520633,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,210,0.1
41,2.4082119464874268,0.010513423288499482,0.0027550856272379556,4.857904907772654e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.9186046511627907,0.9058823529411765,0.9058823529411765,0.9101231190150479,0.005997348896520633,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,220,0.1
42,2.515303452809652,0.010227814627025943,0.002846320470174154,0.0001178721029433167,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.9186046511627907,0.9058823529411765,0.9058823529411765,0.9101231190150479,0.005997348896520633,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,230,0.1
43,2.6177759965260825,0.009560290809976084,0.002865473429361979,3.2435638241704025e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.9186046511627907,0.9058823529411765,0.9058823529411765,0.9101231190150479,0.005997348896520633,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,240,0.1
44,0.3261438210805257,0.0008788222521877085,0.0015634695688883464,3.134476484935026e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8941176470588236,0.8867761057911537,0.010382507229460502,64,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,30,0.5
45,0.43529073397318524,0.0020753084407609474,0.0016466776529947917,1.4100106929856615e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.8953488372093024,0.9176470588235294,0.9058823529411765,0.9062927496580028,0.009107835121043913,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,40,0.5
46,0.5443385442097982,0.004282672732286723,0.0017057259877522786,1.9669492638030024e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,50,0.5
47,0.6495252450307211,0.010040775892446034,0.0017928282419840496,2.926522639653357e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,60,0.5
48,0.6835123697916666,0.023718432115892224,0.0018293062845865886,5.9595849129946045e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,70,0.5
49,0.6969521045684814,0.02244753687601965,0.0018755594889322917,0.00012387007136746689,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,80,0.5
50,0.7167986234029134,0.021961453317676714,0.0018738905588785808,2.4202584891395333e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,90,0.5
51,0.7324210007985433,0.02059708336338886,0.0018924872080485027,2.8590575284335874e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,100,0.5
52,0.7414361635843912,0.02435927127538677,0.0019112428029378254,2.5756073652179355e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,110,0.5
53,0.7582923571268717,0.019740983691371245,0.0020443598429361978,7.115488777442105e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,120,0.5
54,0.7718214193979899,0.02250961717735996,0.0019818941752115884,1.1130740737922411e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,130,0.5
55,0.7879548072814941,0.021217110430078772,0.00209959348042806,9.790004791420825e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,140,0.5
56,0.8014853795369467,0.026300884129938352,0.002026081085205078,2.9101394293072826e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,150,0.5
57,0.8148390452067057,0.021941749542538448,0.002164125442504883,0.00015233697228053442,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,160,0.5
58,0.8290828863779703,0.025731536322865022,0.0021758079528808594,6.664385710078892e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,170,0.5
59,0.8333708445231119,0.027895065148748167,0.00208433469136556,7.491664992851454e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,180,0.5
60,0.8602134386698405,0.024766490781393296,0.0021054744720458984,1.2671373661742269e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,190,0.5
61,0.9222112496693929,0.04472143521729116,0.0021141370137532554,4.5210488686451876e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,200,0.5
62,0.9094453652699789,0.00307417684693175,0.0021645228068033853,5.6320750942740814e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,210,0.5
63,0.8973549207051595,0.021723332139331357,0.002124309539794922,1.0416099980270714e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,220,0.5
64,0.9076507886250814,0.02534706783255734,0.0021386941274007163,4.2096166892607466e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,230,0.5
65,0.9238905906677246,0.02520558395064225,0.0021408398946126304,6.768578003079038e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.9069767441860465,0.9176470588235294,0.9058823529411765,0.9101687186502508,0.005306825910068812,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, None, False]",,,240,0.5
0,0.0025685628255208335,6.253428407356927e-05,0.0009196599324544271,9.156770329933739e-05,42,{'random_state': 42},0.7555555555555555,0.7191011235955056,0.797752808988764,0.7574698293799417,0.03213793435600232,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,,
0,0.014959176381429037,0.00022165409417720824,0.00228730837504069,5.254388252049643e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.6888888888888889,0.6629213483146067,0.7415730337078652,0.6977944236371202,0.03272107695521849,345,0.797752808988764,0.7821229050279329,0.7877094972067039,0.7891950704078002,0.0064667699437489685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,10,
1,0.029396533966064453,0.00012054316981775827,0.004213651021321614,0.0010832322840677935,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.6777777777777778,0.7191011235955056,0.7415730337078652,0.7128173116937161,0.026420615546817985,279,0.8202247191011236,0.8156424581005587,0.7821229050279329,0.8059966940765384,0.016984652515772605,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,20,
2,0.04329872131347656,0.0003716373389355829,0.00454250971476237,0.00012256142507974395,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.7,0.7528089887640449,0.7865168539325843,0.7464419475655432,0.03560614098546859,197,0.8033707865168539,0.7821229050279329,0.8156424581005587,0.8003787165484485,0.0138468882561876,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,30,
3,0.05864834785461426,0.0018974931827106067,0.005540609359741211,9.612280983681111e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.6888888888888889,0.7528089887640449,0.7865168539325843,0.7427382438618394,0.04048760976568204,211,0.8033707865168539,0.8100558659217877,0.8100558659217877,0.8078275061201431,0.0031513766533328093,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,40,
4,0.07068983713785808,0.00045003283418584904,0.006437857945760091,9.180040711932417e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.6888888888888889,0.7528089887640449,0.7752808988764045,0.7389929255097795,0.0365974275080016,217,0.8146067415730337,0.8100558659217877,0.8044692737430168,0.8097106270792794,0.004145797542487189,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,50,
5,0.08562843004862468,0.0009329195684143384,0.007476409276326497,0.00012031114824918473,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.6666666666666666,0.7528089887640449,0.7865168539325843,0.7353308364544319,0.05046537560900811,222,0.8258426966292135,0.8268156424581006,0.8156424581005587,0.8227669323959576,0.005053398617817316,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,60,
6,0.1011199951171875,0.0014324837969162151,0.008806228637695312,0.0002101335750267576,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.7415730337078652,0.7865168539325843,0.7352892218060757,0.044614357851578114,223,0.797752808988764,0.8379888268156425,0.8100558659217877,0.8152658339087314,0.016834332131291575,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,70,
7,0.11488668123881023,0.0007431571064257984,0.009499470392862955,7.346215980287672e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7865168539325843,0.7315022888056596,0.04080969299541801,231,0.8089887640449438,0.8212290502793296,0.8156424581005587,0.8152867574749441,0.00500340177454103,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,80,
8,0.12928970654805502,0.0021259951436057244,0.010486920674641928,0.00018660620079264122,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7865168539325843,0.724053266749896,0.04584457484084313,242,0.8146067415730337,0.8212290502793296,0.8212290502793296,0.8190216140438977,0.003121786262221684,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,90,
9,0.14227628707885742,0.0015831557133616006,0.011498848597208658,0.00020436374403464956,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7865168539325843,0.7203079483978362,0.04744511591386635,254,0.8089887640449438,0.8268156424581006,0.8156424581005587,0.8171489548678678,0.007355340367007866,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,100,
10,0.15511870384216309,0.0008375910607161467,0.01266026496887207,9.969736421177714e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.7,0.7078651685393258,0.797752808988764,0.7352059925093632,0.04434368356236604,227,0.8202247191011236,0.8379888268156425,0.8268156424581006,0.8283430627916223,0.007332150224852127,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,110,
11,0.17076746622721353,0.0009131131804979098,0.013966719309488932,0.00043706911146083926,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7865168539325843,0.7203495630461924,0.04971862110297101,251,0.8146067415730337,0.8268156424581006,0.8044692737430168,0.8152972192580504,0.009135922440664223,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,120,
12,0.1862147649129232,0.0012849955208125816,0.015332857767740885,0.0009539365871387884,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.6555555555555556,0.7078651685393258,0.7865168539325843,0.7166458593424886,0.05382403934045857,260,0.8146067415730337,0.8324022346368715,0.8100558659217877,0.8190216140438976,0.00964221181016447,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,130,
13,0.20056676864624023,0.004344665820210601,0.0165408452351888,0.0011482759115750802,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.6555555555555556,0.7078651685393258,0.7865168539325843,0.7166458593424886,0.05382403934045857,260,0.8146067415730337,0.8324022346368715,0.8156424581005587,0.8208838114368212,0.008155723223313299,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,140,
14,0.2135011355082194,0.0023123914386561856,0.01673428217569987,0.00013951138528266058,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7865168539325843,0.7203495630461924,0.04971862110297101,251,0.8146067415730337,0.8324022346368715,0.8044692737430168,0.817159416650974,0.011545552927846479,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,150,
15,0.23104937871297201,0.001152162338216477,0.018055280049641926,0.0006280354290426334,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.797752808988764,0.7277985851019558,0.05096736112725331,236,0.8146067415730337,0.8324022346368715,0.8100558659217877,0.8190216140438976,0.00964221181016447,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,160,
16,0.2431758244832357,0.0002844867081604383,0.018682559331258137,6.55705517137997e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7865168539325843,0.7315022888056596,0.04080969299541801,231,0.8146067415730337,0.8268156424581006,0.8044692737430168,0.8152972192580504,0.009135922440664223,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,170,
17,0.25771013895670575,0.003558572021708533,0.020065704981486004,0.0005816216011203125,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7,0.6966292134831461,0.7865168539325843,0.7277153558052435,0.04160170418745129,240,0.8146067415730337,0.8268156424581006,0.8156424581005587,0.8190216140438977,0.005527406647630151,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,180,
18,0.2694225311279297,0.0004897087822006019,0.021206061045328777,0.0008780199448933896,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7,0.6966292134831461,0.7865168539325843,0.7277153558052435,0.04160170418745129,240,0.8089887640449438,0.8212290502793296,0.8100558659217877,0.8134245600820204,0.005535776189708344,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,190,
19,0.28070783615112305,0.0003989514918218772,0.021812995274861652,5.1744460985357754e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.6888888888888889,0.6853932584269663,0.7865168539325843,0.7202663337494798,0.046867923831980796,255,0.8033707865168539,0.8212290502793296,0.8100558659217877,0.8115519009059904,0.007366952633575015,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,200,
20,0.2952396074930827,0.0019183847936409325,0.022529999415079754,0.00048369390523138865,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.6888888888888889,0.6853932584269663,0.7865168539325843,0.7202663337494798,0.046867923831980796,255,0.8033707865168539,0.8156424581005587,0.8156424581005587,0.8115519009059904,0.005784921462221278,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,210,
21,0.31250524520874023,0.0021783219654104443,0.024242877960205078,0.000910518212476479,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7,0.7191011235955056,0.7865168539325843,0.7352059925093632,0.0371107945270864,227,0.8089887640449438,0.8212290502793296,0.8100558659217877,0.8134245600820204,0.005535776189708344,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,220,
22,0.32550930976867676,0.0019549804870580803,0.024964570999145508,0.00020163625554192328,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.6888888888888889,0.7191011235955056,0.7865168539325843,0.7315022888056596,0.04080969299541801,231,0.8146067415730337,0.8212290502793296,0.8100558659217877,0.8152972192580504,0.0045874889098528335,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,230,
23,0.3419946829477946,0.0033474823922526827,0.026418050130208332,0.0005510051038629388,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7,0.7191011235955056,0.7865168539325843,0.7352059925093632,0.0371107945270864,227,0.8089887640449438,0.8212290502793296,0.8100558659217877,0.8134245600820204,0.005535776189708344,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,240,
24,0.015474875768025717,0.000419480323907018,0.0023190180460611978,3.1726895421046894e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7,0.6853932584269663,0.7528089887640449,0.7127340823970036,0.028957875325959094,281,0.7640449438202247,0.7877094972067039,0.8212290502793296,0.7909944971020861,0.023460590019804925,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,10,
25,0.02894425392150879,0.00023595354191792935,0.003382523854573568,3.919857317927621e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.6666666666666666,0.7415730337078652,0.7303370786516854,0.7128589263420725,0.03298338280555036,275,0.7921348314606742,0.8100558659217877,0.7932960893854749,0.7984955955893122,0.008188081485179608,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,20,
26,0.043534278869628906,0.0009727943360973035,0.004560152689615886,9.654084824318714e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.6555555555555556,0.7528089887640449,0.7415730337078652,0.7166458593424885,0.04344023161456779,262,0.7752808988764045,0.770949720670391,0.8044692737430168,0.7835666310966042,0.014885790279452962,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,30,
27,0.058226823806762695,0.0012909727544543122,0.005644321441650391,0.00030144331208617676,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.6777777777777778,0.7640449438202247,0.7865168539325843,0.7427798585101956,0.046870029945814434,210,0.797752808988764,0.7932960893854749,0.8100558659217877,0.8003682547653422,0.007087686263017508,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,40,
28,0.07190299034118652,0.0013565610282843816,0.00654149055480957,1.8249017598193808e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7,0.7640449438202247,0.7865168539325843,0.750187265917603,0.03665440338474712,191,0.797752808988764,0.7821229050279329,0.8156424581005587,0.7985060573724185,0.013694661901455196,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,50,
29,0.08465170860290527,0.0005321517996156423,0.007475455602010091,8.932912051258026e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7,0.7528089887640449,0.7865168539325843,0.7464419475655432,0.03560614098546859,197,0.8033707865168539,0.8212290502793296,0.8212290502793296,0.8152762956918377,0.008418466271109693,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,60,
30,0.10085352261861165,0.0009858686629289591,0.00934743881225586,0.00034697694001927377,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.7303370786516854,0.797752808988764,0.7352892218060757,0.04910461498939761,223,0.7921348314606742,0.8212290502793296,0.8268156424581006,0.8133931747327013,0.015203955012791594,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,70,
31,0.11343781153361003,0.0018825653932069799,0.009615659713745117,8.46812315458901e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.8089887640449438,0.7352476071577195,0.052715231585330674,225,0.797752808988764,0.8212290502793296,0.8324022346368715,0.817128031301655,0.014439747041352377,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,80,
32,0.12717938423156738,0.00196543799901911,0.010404666264851889,7.705073061898112e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.797752808988764,0.7277985851019558,0.05096736112725331,236,0.8089887640449438,0.8100558659217877,0.8435754189944135,0.820873349653715,0.016058697349957587,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,90,
33,0.1417264143625895,0.0021085203229288963,0.011630058288574219,0.00010716590250541415,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.797752808988764,0.7315022888056596,0.04748244142657257,231,0.8089887640449438,0.8212290502793296,0.8324022346368715,0.820873349653715,0.00956181794050561,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,100,
34,0.1561745802561442,0.000988454145347495,0.013317426045735678,0.0008718282173811796,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.797752808988764,0.7277985851019558,0.05096736112725331,236,0.8089887640449438,0.8324022346368715,0.8324022346368715,0.8245977444395622,0.011037215884442574,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,110,
35,0.16971778869628906,0.001306595258474515,0.013702630996704102,0.00016823715519605515,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.797752808988764,0.7277985851019558,0.05096736112725331,236,0.8089887640449438,0.8212290502793296,0.8212290502793296,0.8171489548678675,0.005770126266665689,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,120,
36,0.18388676643371582,0.0009326821658391318,0.014798243840535482,0.00026434391089769267,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7,0.7078651685393258,0.797752808988764,0.7352059925093632,0.04434368356236604,227,0.8146067415730337,0.8268156424581006,0.8212290502793296,0.8208838114368214,0.004990237642913681,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,130,
37,0.19627618789672852,0.0015530420927511478,0.016248146692911785,0.0009656979724676337,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.6888888888888889,0.7078651685393258,0.8089887640449438,0.7352476071577195,0.052715231585330674,225,0.8146067415730337,0.8268156424581006,0.8212290502793296,0.8208838114368214,0.004990237642913681,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,140,
38,0.21210384368896484,0.0009445926864991386,0.01634065310160319,0.00023365461362633068,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.797752808988764,0.724053266749896,0.05267865508092392,242,0.8089887640449438,0.8212290502793296,0.8212290502793296,0.8171489548678675,0.005770126266665689,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,150,
39,0.2267437775929769,0.0020476300022505664,0.017551978429158527,0.00014968349722250255,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7752808988764045,0.7165626300457761,0.04222732510186475,267,0.8033707865168539,0.8212290502793296,0.8212290502793296,0.8152762956918377,0.008418466271109693,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,160,
40,0.24255847930908203,0.004269731587705803,0.018945614496866863,0.0005555725659343008,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7752808988764045,0.7128173116937161,0.04427771206959183,279,0.8033707865168539,0.8156424581005587,0.8324022346368715,0.8171384930847614,0.011899155025793121,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,170,
41,0.25458725293477374,0.00287305712531649,0.02081147829691569,0.00043929412349604234,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.6666666666666666,0.6853932584269663,0.797752808988764,0.7166042446941323,0.05788775590197067,265,0.8033707865168539,0.8156424581005587,0.8324022346368715,0.8171384930847614,0.011899155025793121,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,180,
42,0.2687705357869466,0.0015833301588203978,0.02088451385498047,0.00031778182683093477,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.6555555555555556,0.6853932584269663,0.8089887640449438,0.7166458593424885,0.06642279310008825,262,0.8033707865168539,0.8100558659217877,0.8324022346368715,0.8152762956918377,0.012413592287605175,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,190,
43,0.284945805867513,0.0032056453904379008,0.02167812983194987,8.185789422641476e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.6555555555555556,0.6853932584269663,0.797752808988764,0.7129005409904287,0.0612236482987124,274,0.8033707865168539,0.8156424581005587,0.8324022346368715,0.8171384930847614,0.011899155025793121,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,200,
44,0.2955820560455322,0.0009678201004025884,0.022328535715738933,0.00059229913648288,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.6555555555555556,0.6853932584269663,0.8089887640449438,0.7166458593424885,0.06642279310008825,262,0.8033707865168539,0.7988826815642458,0.8324022346368715,0.8115519009059904,0.014856829720889184,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,210,
45,0.3088680108388265,0.0024701122235103786,0.02369411786397298,0.0006160050295094208,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7865168539325843,0.7166042446941323,0.05092653696472197,265,0.8033707865168539,0.8100558659217877,0.8268156424581006,0.8134140982989141,0.009861494513190763,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,220,
46,0.3221604824066162,0.0021078838946560455,0.02439228693644206,0.00033008478013953426,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.797752808988764,0.7203495630461921,0.05608259037507165,253,0.8033707865168539,0.8100558659217877,0.8212290502793296,0.8115519009059904,0.007366952633575015,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,230,
47,0.3369029362996419,0.0024732891481153364,0.026276906331380207,0.0006122587357643276,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7865168539325843,0.724053266749896,0.04584457484084313,242,0.8033707865168539,0.8156424581005587,0.8268156424581006,0.8152762956918377,0.009574823713211736,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,240,
48,0.01479037602742513,0.00015184616242082022,0.002336263656616211,4.0689328057119525e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7,0.6629213483146067,0.7191011235955056,0.6940074906367041,0.023323441913019136,358,0.7696629213483146,0.770949720670391,0.7653631284916201,0.7686585901701086,0.002388725445310884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,10,
49,0.028541962305704754,0.00011915878709635463,0.0035247802734375,9.243776619309466e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.6444444444444445,0.6966292134831461,0.6853932584269663,0.6754889721181856,0.022425932836344965,473,0.7696629213483146,0.7932960893854749,0.7318435754189944,0.7649341953842613,0.025309728105117415,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,20,
50,0.04274280865987142,0.00032541881812354906,0.004480441411336263,9.210846154437496e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7191011235955056,0.6978360382854766,0.016891754338937484,340,0.7752808988764045,0.776536312849162,0.7430167597765364,0.7649446571673676,0.015513833161576954,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,30,
51,0.05829890569051107,0.0007889146572626363,0.005452156066894531,3.6605340662252286e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.6966292134831461,0.6903454015813567,0.008886652014912084,363,0.7865168539325843,0.7932960893854749,0.7486033519553073,0.7761387650911221,0.0196661933403737,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,40,
52,0.07001654307047527,0.000666409352327218,0.006355126698811849,0.00011040716800125783,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.6666666666666666,0.6966292134831461,0.7078651685393258,0.6903870162297129,0.017388749409718008,359,0.7865168539325843,0.7877094972067039,0.7430167597765364,0.7724143703052748,0.020792951178935183,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,50,
53,0.08449776967366536,0.00046519142276853865,0.007459084192911784,0.00016323187558266834,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7191011235955056,0.6978776529338327,0.022541161155140814,339,0.7921348314606742,0.7932960893854749,0.770949720670391,0.7854602138388467,0.010271414670038642,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,60,
54,0.09963472684224446,0.0016992055427300264,0.008447011311848959,8.412659240293447e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.6666666666666666,0.7078651685393258,0.7303370786516854,0.7016229712858927,0.026365433310790123,325,0.7921348314606742,0.7932960893854749,0.7653631284916201,0.7835980164459232,0.0129027253974103,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,70,
55,0.11425964037577312,0.0021606117654013263,0.010474443435668945,0.00108757348599777,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.6555555555555556,0.6853932584269663,0.7528089887640449,0.6979192675821889,0.04067950546017871,338,0.797752808988764,0.7932960893854749,0.7653631284916201,0.785470675621953,0.01433412422867203,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,80,
56,0.12626822789510092,0.0007364047208606592,0.010813236236572266,0.00026505076828974375,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.6555555555555556,0.6741573033707865,0.7528089887640449,0.694173949230129,0.04215097587880399,349,0.797752808988764,0.7932960893854749,0.776536312849162,0.7891950704078002,0.00913413723719512,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,90,
57,0.14139445622762045,0.0007789237350257167,0.011780818303426107,0.0002110209009102837,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.6555555555555556,0.6741573033707865,0.7528089887640449,0.694173949230129,0.04215097587880399,349,0.8033707865168539,0.7932960893854749,0.7932960893854749,0.7966543217626012,0.004749257773332492,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,100,
58,0.1552901268005371,0.0023702826757031315,0.012780268987019857,0.00012435006387820471,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7415730337078652,0.6978360382854766,0.03096202550616327,340,0.8033707865168539,0.7988826815642458,0.7932960893854749,0.7985165191555249,0.004121119326463319,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,110,
59,0.17015552520751953,0.0020658185637274923,0.014086484909057617,0.0005294958705079722,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7415730337078652,0.7015813566375364,0.0284487792655811,326,0.8033707865168539,0.7988826815642458,0.7877094972067039,0.7966543217626012,0.006584992344629501,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,120,
60,0.1824185053507487,0.0025728375442633134,0.014547348022460938,0.0002645803923459235,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,306,0.8033707865168539,0.7988826815642458,0.7877094972067039,0.7966543217626012,0.006584992344629501,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,130,
61,0.1971257527669271,0.0006998132469118603,0.015633344650268555,0.0002297632808284621,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7415730337078652,0.7015813566375364,0.0284487792655811,326,0.8033707865168539,0.8044692737430168,0.7821229050279329,0.7966543217626012,0.01028504489648146,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,140,
62,0.21274820963541666,0.001467320014146569,0.016792774200439453,0.00011653377252763457,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7528089887640449,0.7053266749895962,0.033718703785000706,312,0.8033707865168539,0.7932960893854749,0.770949720670391,0.7892055321909067,0.013548207046855465,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,150,
63,0.2261012395222982,0.0004962127913372749,0.019777377446492512,0.002835734752926384,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7415730337078652,0.7015813566375364,0.0284487792655811,326,0.8033707865168539,0.7988826815642458,0.7541899441340782,0.7854811374050593,0.022201949670510538,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,160,
64,0.237794558207194,0.0032530497412854792,0.0196685791015625,0.002060718198583619,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,306,0.8033707865168539,0.7988826815642458,0.7653631284916201,0.7892055321909067,0.016958398747842093,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,170,
65,0.2547002633412679,0.0013826093053548422,0.019743601481119793,6.279945172388964e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,306,0.8033707865168539,0.7932960893854749,0.7597765363128491,0.7854811374050593,0.018635445948594724,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,180,
66,0.26783037185668945,0.0015429601289350425,0.022338231404622395,0.0009381269159856855,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.6666666666666666,0.6741573033707865,0.7415730337078652,0.6941323345817727,0.03368473798559814,351,0.8033707865168539,0.7932960893854749,0.776536312849162,0.7910677295838303,0.011067864437481497,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,190,
67,0.2802457809448242,0.0018086458344110878,0.023562113444010418,0.0022486516369034813,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.6666666666666666,0.6853932584269663,0.7303370786516854,0.6941323345817727,0.02671777098505956,351,0.8033707865168539,0.7932960893854749,0.776536312849162,0.7910677295838303,0.011067864437481497,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,200,
68,0.2987991174062093,0.0030136596192698955,0.023435195287068684,0.0004026874665550013,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.6666666666666666,0.6853932584269663,0.7191011235955056,0.6903870162297129,0.021695564540552773,359,0.8033707865168539,0.7988826815642458,0.776536312849162,0.792929926976754,0.011735947899216647,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,210,
69,0.3140285015106201,0.004398564358660795,0.025107383728027344,0.0012469558974319472,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.6666666666666666,0.6741573033707865,0.7191011235955056,0.686641697877653,0.02315510236078828,375,0.8033707865168539,0.7988826815642458,0.776536312849162,0.792929926976754,0.011735947899216647,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,220,
70,0.32599838574727374,0.00044863832196718323,0.025335232416788738,0.0004108031836004531,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.6666666666666666,0.6741573033707865,0.7191011235955056,0.686641697877653,0.02315510236078828,375,0.8033707865168539,0.7988826815642458,0.7877094972067039,0.7966543217626012,0.006584992344629501,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,230,
71,0.33695801099141437,0.0012614054664856528,0.026043256123860676,0.00043253030698063344,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.6666666666666666,0.6853932584269663,0.7191011235955056,0.6903870162297129,0.021695564540552773,359,0.8033707865168539,0.7988826815642458,0.776536312849162,0.792929926976754,0.011735947899216647,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,240,
72,0.014975388844807943,0.0001687929827726409,0.002368291219075521,3.5317259578388604e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7415730337078652,0.6903454015813567,0.03775717020154875,363,0.7640449438202247,0.7486033519553073,0.7486033519553073,0.7537505492436131,0.0072792362133321025,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,10,
73,0.028385082880655926,0.00021009302453850906,0.00329740842183431,3.84784902917466e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6444444444444445,0.6741573033707865,0.7078651685393258,0.6754889721181856,0.02590851941504138,473,0.7752808988764045,0.7653631284916201,0.7374301675977654,0.7593580649885966,0.016025293660095512,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,20,
74,0.04261302947998047,0.00013416054461180658,0.004502216974894206,4.5667514478552e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.6666666666666666,0.6629213483146067,0.7303370786516854,0.686641697877653,0.030935110345477843,375,0.7808988764044944,0.7653631284916201,0.7430167597765364,0.7630929215575503,0.015548399053625593,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,30,
75,0.05723404884338379,0.0012828435506898794,0.005540132522583008,0.00018185821561843136,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.6666666666666666,0.6629213483146067,0.7303370786516854,0.686641697877653,0.030935110345477843,375,0.7752808988764045,0.7541899441340782,0.7486033519553073,0.7593580649885966,0.011487819123083299,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,40,
76,0.07167522112528484,0.00170938373637208,0.006502707799275716,4.2027244001081705e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7191011235955056,0.6903454015813567,0.020387015804986895,363,0.7865168539325843,0.770949720670391,0.7206703910614525,0.7593789885548091,0.028099235451375444,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,50,
77,0.08454585075378418,0.0004211329300525089,0.007404883702596028,4.989174224043134e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.6666666666666666,0.6741573033707865,0.7191011235955056,0.686641697877653,0.02315510236078828,375,0.7865168539325843,0.7932960893854749,0.7430167597765364,0.7742765676981985,0.02227661257621008,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,60,
78,0.10023307800292969,0.00019120198904539387,0.008571624755859375,3.50548288960729e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7303370786516854,0.6940907199334166,0.025672629380762528,353,0.7865168539325843,0.7821229050279329,0.7430167597765364,0.7705521729123511,0.01955293548573845,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,70,
79,0.11312111218770345,0.0012192071303160595,0.009728670120239258,0.0003375920085360839,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.6666666666666666,0.6741573033707865,0.7303370786516854,0.6903870162297129,0.028413999192861545,359,0.7921348314606742,0.7877094972067039,0.7430167597765364,0.7742870294813048,0.02218510343107977,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,80,
80,0.12772337595621744,0.000749581145575153,0.010714133580525717,4.480592152365914e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7303370786516854,0.6940907199334166,0.025672629380762528,353,0.7865168539325843,0.776536312849162,0.7486033519553073,0.7705521729123511,0.016046097264501184,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,90,
81,0.14135448137919107,0.0015401973115238014,0.011701822280883789,0.0003360917854397548,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.6666666666666666,0.6741573033707865,0.7078651685393258,0.682896379525593,0.017918477021731983,455,0.7865168539325843,0.776536312849162,0.7653631284916201,0.7761387650911221,0.008640546208539735,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,100,
82,0.1526167392730713,0.0015611021672640116,0.012715339660644531,2.4446916081635645e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7078651685393258,0.6866000832292967,0.015109155031856924,380,0.7865168539325843,0.7653631284916201,0.7597765363128491,0.7705521729123511,0.011516821989342944,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,110,
83,0.1695105234781901,0.0011317582594110886,0.013656218846638998,0.00010263752914422308,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7078651685393258,0.6866000832292967,0.015109155031856924,380,0.7865168539325843,0.770949720670391,0.7541899441340782,0.7705521729123511,0.01320039917187175,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,120,
84,0.1824916203816732,0.0014529895685414119,0.014681339263916016,0.0002650311800017843,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7191011235955056,0.6903454015813567,0.020387015804986895,363,0.7808988764044944,0.776536312849162,0.7541899441340782,0.770541711129245,0.011698809144288844,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,130,
85,0.19601035118103027,2.8694214998715632e-05,0.01570296287536621,7.882778307781427e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7191011235955056,0.6866000832292967,0.023768558962952154,380,0.7921348314606742,0.7821229050279329,0.7486033519553073,0.7742870294813048,0.018615372431912813,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,140,
86,0.20923360188802084,0.003070208375336667,0.016496578852335613,0.00018821696808149488,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7191011235955056,0.6866000832292967,0.023768558962952154,380,0.7921348314606742,0.7597765363128491,0.7486033519553073,0.7668382399096102,0.01845983333705782,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,150,
87,0.22323091824849448,0.0004062097234880515,0.01802380879720052,0.0008683064193865112,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7191011235955056,0.6866000832292967,0.023768558962952154,380,0.7921348314606742,0.7653631284916201,0.7430167597765364,0.7668382399096102,0.020079478857175544,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,160,
88,0.23831828435262045,0.003221702543767727,0.01859116554260254,0.00020522185324816546,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7191011235955056,0.6866000832292967,0.023768558962952154,380,0.7921348314606742,0.770949720670391,0.7430167597765364,0.7687004373025338,0.0201153456883663,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,170,
89,0.2524258295694987,0.0025703081077059937,0.020650466283162434,0.0008556734041994462,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7191011235955056,0.6866000832292967,0.023768558962952154,380,0.797752808988764,0.7597765363128491,0.7430167597765364,0.7668487016927165,0.022898623149453,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,180,
90,0.26529637972513836,0.0011524335079089879,0.020670016606648762,0.0001726257351355047,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7191011235955056,0.6866000832292967,0.023768558962952154,380,0.7865168539325843,0.770949720670391,0.7430167597765364,0.7668277781265038,0.01799643215839534,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,190,
91,0.2791842619578044,0.0006595237206474532,0.021820624669392902,0.00040569522565447766,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7191011235955056,0.6866000832292967,0.023768558962952154,380,0.7865168539325843,0.7653631284916201,0.7430167597765364,0.7649655807335803,0.017761063801871046,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,200,
92,0.29505721728007,0.0019007282231220982,0.023978789647420246,0.0017585618778716296,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.6666666666666666,0.651685393258427,0.7191011235955056,0.6791510611735331,0.028903462928315155,465,0.7808988764044944,0.7597765363128491,0.7430167597765364,0.7612307241646267,0.015499455620219841,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,210,
93,0.3051244417826335,0.0012573430845716064,0.02392864227294922,0.00014025512040656213,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7191011235955056,0.6828547648772368,0.027755504231611185,456,0.7752808988764045,0.7653631284916201,0.7430167597765364,0.7612202623815203,0.013493607688298685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,220,
94,0.3237265745798747,0.0026176693559672773,0.025808016459147137,0.0004621660913958565,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7078651685393258,0.6791094465251769,0.02295461890909498,467,0.7752808988764045,0.7597765363128491,0.7430167597765364,0.7593580649885966,0.013175102950915316,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,230,
95,0.33661969502766925,0.002321413133837871,0.02534906069437663,0.0003171720112598166,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7078651685393258,0.6791094465251769,0.02295461890909498,467,0.7808988764044944,0.7653631284916201,0.7430167597765364,0.7630929215575503,0.015548399053625593,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,240,
96,0.015076955159505209,0.0006142838946587418,0.0023424625396728516,5.560420162790821e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6666666666666666,0.6404494382022472,0.6853932584269663,0.6641697877652933,0.018432987590803245,480,0.7471910112359551,0.7541899441340782,0.7541899441340782,0.7518569665013706,0.0032993286088883276,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,10,
97,0.028610785802205402,0.00020522474618445068,0.0036011536916097007,0.00023606540441962754,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.6966292134831461,0.671618809821057,0.023345113012820048,476,0.7359550561797753,0.7374301675977654,0.7039106145251397,0.7257652794342269,0.015465311121781183,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,20,
98,0.04199878374735514,0.0003910598841161753,0.004468441009521484,5.323661402807977e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7078651685393258,0.6791094465251769,0.02295461890909498,467,0.7471910112359551,0.7541899441340782,0.7039106145251397,0.7350971899650577,0.022236578441543555,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,30,
99,0.058046817779541016,0.0024100395648422395,0.005692084630330403,0.00030470760845878887,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7078651685393258,0.6791094465251769,0.02295461890909498,467,0.7415730337078652,0.7541899441340782,0.7374301675977654,0.7443977151465696,0.007127722698936731,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,40,
100,0.0707093079884847,7.30490905461726e-05,0.006678978602091472,0.00017178543488272446,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.7191011235955056,0.6791094465251769,0.03212322015862901,467,0.7528089887640449,0.770949720670391,0.7206703910614525,0.7481430334986294,0.020789919037604333,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,50,
101,0.08305668830871582,0.0009797172847175956,0.007915973663330078,0.0004156294863633167,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.6666666666666666,0.6404494382022472,0.7191011235955056,0.6754057428214731,0.03269862884821172,475,0.7528089887640449,0.7541899441340782,0.7486033519553073,0.7518674282844767,0.0023759075663122506,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,60,
102,0.09740773836771648,0.0004091081421344892,0.008573532104492188,4.3075316347700744e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.7191011235955056,0.6791094465251769,0.03212322015862901,467,0.7584269662921348,0.7541899441340782,0.7486033519553073,0.7537400874605068,0.004023069137673254,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,70,
103,0.11245059967041016,0.0004529904482397596,0.009559075037638346,0.0001384686357371568,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7486033519553073,0.7486033519553073,0.7500052308915531,0.001982556204444093,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,80,
104,0.12517944971720377,0.0015580280530212375,0.010312795639038086,7.236177352300568e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.7303370786516854,0.6828547648772368,0.036871658717755246,456,0.7528089887640449,0.7486033519553073,0.7486033519553073,0.7500052308915531,0.001982556204444093,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,90,
105,0.14117717742919922,0.00424094986355398,0.01195836067199707,0.0002981581064802604,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.7303370786516854,0.6828547648772368,0.036871658717755246,456,0.7528089887640449,0.7541899441340782,0.7541899441340782,0.7537296256774004,0.0006509886044443752,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,100,
106,0.15350794792175293,0.0014297575685922412,0.01265557607014974,0.00017485109209165175,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.7303370786516854,0.6828547648772368,0.036871658717755246,456,0.7528089887640449,0.7430167597765364,0.7486033519553073,0.7481430334986294,0.004010889921793686,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,110,
107,0.16977318127950033,0.005344204409332512,0.014079411824544271,0.0005801340975715547,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.7303370786516854,0.6828547648772368,0.036871658717755246,456,0.7528089887640449,0.7430167597765364,0.7486033519553073,0.7481430334986294,0.004010889921793686,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,120,
108,0.1810749371846517,0.00284287929213881,0.014782031377156576,0.00017708678948333381,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7415730337078652,0.6903454015813567,0.03775717020154875,363,0.7528089887640449,0.7486033519553073,0.7541899441340782,0.7518674282844767,0.0023759075663122506,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,130,
109,0.19582255681355795,0.0030707025620260843,0.015605767567952475,0.0002674928485682644,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.7415730337078652,0.6866000832292967,0.041752207104183016,380,0.7528089887640449,0.7430167597765364,0.7541899441340782,0.7500052308915531,0.004973650961321015,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,140,
110,0.20738848050435385,0.0016901771077624393,0.01678164800008138,0.00027090620474056024,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7415730337078652,0.6903454015813567,0.03775717020154875,363,0.7528089887640449,0.7541899441340782,0.7541899441340782,0.7537296256774004,0.0006509886044443752,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,150,
111,0.2207923730214437,0.0007925916790982188,0.017666339874267578,3.7444622706347176e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7471910112359551,0.7541899441340782,0.7486033519553073,0.7499947691084469,0.003021952646733122,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,160,
112,0.26551087697347003,0.03714442352831137,0.0186767578125,0.0003700356711504557,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7430167597765364,0.7430167597765364,0.746280836105706,0.00461610101333251,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,170,
113,0.2517216205596924,0.0027732772326374026,0.02036873499552409,0.0008527621305470672,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7471910112359551,0.7430167597765364,0.7374301675977654,0.7425459795367523,0.003998728352691279,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,180,
114,0.2644953727722168,0.00047835493923808364,0.020659446716308594,4.809007744374807e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7471910112359551,0.7486033519553073,0.7486033519553073,0.7481325717155233,0.0006657837999998591,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,190,
115,0.27948474884033203,0.002124991050729625,0.022104740142822266,0.000277165879452362,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7471910112359551,0.7486033519553073,0.7374301675977654,0.7444081769296759,0.004967771952230899,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,200,
116,0.2918241818745931,0.0017167489159036953,0.022964954376220703,0.00022094289731876257,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6666666666666666,0.6404494382022472,0.7303370786516854,0.679151061173533,0.03774336194214975,466,0.7471910112359551,0.7430167597765364,0.7430167597765364,0.7444081769296759,0.001967761008888557,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,210,
117,0.3064541816711426,0.001599781808113602,0.023838599522908527,0.0004765031094830674,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6777777777777778,0.6404494382022472,0.7303370786516854,0.6828547648772368,0.036871658717755246,456,0.7528089887640449,0.7486033519553073,0.7430167597765364,0.7481430334986294,0.004010889921793686,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,220,
118,0.31935302416483563,0.0019393266034821138,0.024709383646647137,0.0002784286923714307,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7374301675977654,0.7486033519553073,0.7462808361057057,0.006489611956547128,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,230,
119,0.3396607240041097,0.009073064188216294,0.026649634043375652,0.0013941577780854863,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7374301675977654,0.7430167597765364,0.7444186387127822,0.00635615101194736,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,240,
120,0.015953938166300457,0.00037177157431802024,0.0023866494496663413,4.473566733487988e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.797752808988764,0.783645443196005,0.012852258188895028,80,0.9943820224719101,0.9553072625698324,0.9664804469273743,0.972056577323039,0.016432267808458353,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,10,
121,0.03106530507405599,0.00012025317795222761,0.003473361333211263,5.694506299774447e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8111111111111111,0.7865168539325843,0.8314606741573034,0.8096962130669997,0.01837549448685015,33,0.9943820224719101,0.9776536312849162,0.9832402234636871,0.9850919590735044,0.006953726171522375,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,20,
122,0.045571486155192055,0.0003053019390344071,0.0044782161712646484,2.5243863037226132e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8111111111111111,0.7640449438202247,0.7752808988764045,0.78347898460258,0.020070085252164388,91,1.0,0.9776536312849162,0.9776536312849162,0.9851024208566108,0.010534179235553769,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,30,
123,0.06081509590148926,0.00017089817584250492,0.005636533101399739,9.092063329484292e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8,0.7752808988764045,0.8202247191011236,0.798501872659176,0.018378792728667114,65,1.0,0.9832402234636871,0.9832402234636871,0.988826815642458,0.007900634426665354,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,40,
124,0.07727869351704915,0.0018211469673327593,0.006819407145182292,0.00024366777959657353,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.8426966292134831,0.8022888056595922,0.02910771376934021,55,1.0,0.9832402234636871,0.9832402234636871,0.988826815642458,0.007900634426665354,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,50,
125,0.09014272689819336,0.000332273564850008,0.007976055145263672,0.0006521898577301504,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.8426966292134831,0.7985851019558884,0.031208211833961975,62,1.0,0.9888268156424581,0.9888268156424581,0.9925512104283053,0.005267089617776884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,60,
126,0.10532840092976888,0.0011946333412639642,0.00850216547648112,0.0001625385719000122,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.8426966292134831,0.8022888056595922,0.02910771376934021,55,1.0,0.9888268156424581,0.9832402234636871,0.9906890130353817,0.0069677046308639625,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,70,
127,0.1201181411743164,0.0004943263364362191,0.00957338015238444,7.440807502491621e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.8314606741573034,0.7948397836038286,0.02591493545891015,66,1.0,0.9888268156424581,0.9832402234636871,0.9906890130353817,0.0069677046308639625,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,80,
128,0.13472644488016763,0.00010633046902598319,0.010942220687866211,8.354204248965057e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.8426966292134831,0.8022888056595922,0.02910771376934021,55,1.0,0.9888268156424581,0.9832402234636871,0.9906890130353817,0.0069677046308639625,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,90,
129,0.152878999710083,0.003195695368604244,0.012283245722452799,0.0003452222173655569,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8,0.7865168539325843,0.8539325842696629,0.8134831460674157,0.02912692448722631,8,1.0,0.9888268156424581,0.9832402234636871,0.9906890130353817,0.0069677046308639625,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,100,
130,0.16572205225626627,0.0009314615360009487,0.01299754778544108,0.00025834845760501637,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8,0.7865168539325843,0.8314606741573034,0.8059925093632959,0.018831168674122146,47,1.0,0.9888268156424581,0.9832402234636871,0.9906890130353817,0.0069677046308639625,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,110,
131,0.18317802747090658,0.002257639800680129,0.013782898585001627,0.0001758938172949627,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.7777777777777778,0.7865168539325843,0.8314606741573034,0.7985851019558886,0.023518720184677145,61,1.0,0.9888268156424581,0.9832402234636871,0.9906890130353817,0.0069677046308639625,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,120,
132,0.19629081090291342,0.0027680863485021324,0.015076239903767904,3.183421277998473e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.7888888888888889,0.7865168539325843,0.8314606741573034,0.8022888056595923,0.02065034416491728,53,1.0,0.9888268156424581,0.9832402234636871,0.9906890130353817,0.0069677046308639625,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,130,
133,0.2109227180480957,0.0020576178763874503,0.01631768544514974,0.00010943340637405093,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8314606741573034,0.806034124011652,0.01833983567931173,40,1.0,0.9888268156424581,0.9832402234636871,0.9906890130353817,0.0069677046308639625,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,140,
134,0.22797648111979166,0.0034140215565487925,0.01732214291890462,0.00047187489456957846,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8,0.797752808988764,0.8314606741573034,0.8097378277153559,0.015387744257808362,29,1.0,0.9888268156424581,0.994413407821229,0.994413407821229,0.004561433413004051,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,150,
135,0.24519864718119302,0.0029954784612598847,0.01848745346069336,0.00011437997254809507,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8,0.797752808988764,0.8314606741573034,0.8097378277153559,0.015387744257808362,29,1.0,0.9888268156424581,0.9888268156424581,0.9925512104283053,0.005267089617776884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,160,
136,0.2564690113067627,0.002996865591661464,0.01922496159871419,0.00012093978102575654,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8314606741573034,0.806034124011652,0.01833983567931173,40,1.0,0.9888268156424581,0.9888268156424581,0.9925512104283053,0.005267089617776884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,170,
137,0.26986972490946454,0.002814552753477689,0.020243247350056965,0.0007453256211400207,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8314606741573034,0.806034124011652,0.01833983567931173,40,1.0,0.9888268156424581,0.9888268156424581,0.9925512104283053,0.005267089617776884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,180,
138,0.2841336727142334,0.0010907485748749852,0.021168073018391926,8.6224133978188e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7888888888888889,0.7865168539325843,0.8202247191011236,0.7985434873075322,0.015361499417354194,63,1.0,0.9888268156424581,0.9888268156424581,0.9925512104283053,0.005267089617776884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,190,
139,0.3006923198699951,0.0019310670683710203,0.022185722986857098,0.00015794822499656382,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.8202247191011236,0.8023304203079484,0.017957094473900467,49,1.0,0.9888268156424581,0.9888268156424581,0.9925512104283053,0.005267089617776884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,200,
140,0.3278054396311442,0.017983857804591035,0.02305126190185547,0.00027072790974375967,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8202247191011236,0.8060341240116521,0.012962278273699892,38,1.0,0.9888268156424581,0.9888268156424581,0.9925512104283053,0.005267089617776884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,210,
141,0.33304309844970703,0.0027799986713461294,0.024605989456176758,0.00046886458840602056,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7666666666666667,0.8089887640449438,0.8202247191011236,0.7986267166042448,0.023059998056020187,60,1.0,0.9888268156424581,0.9888268156424581,0.9925512104283053,0.005267089617776884,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,220,
142,0.34540796279907227,0.0024124822864939827,0.025289456049601238,0.00036762435486872554,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.8202247191011236,0.8023304203079484,0.017957094473900467,49,1.0,0.9888268156424581,0.994413407821229,0.994413407821229,0.004561433413004051,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,230,
143,0.35975948969523114,0.002418483910489064,0.02653026580810547,0.0008219134636061578,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.8202247191011236,0.8023304203079484,0.017957094473900467,49,1.0,0.9888268156424581,0.994413407821229,0.994413407821229,0.004561433413004051,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,240,
144,0.016744216283162434,0.0007876669670529153,0.0024456183115641275,8.215179892355902e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7777777777777778,0.7303370786516854,0.8089887640449438,0.7723678734914691,0.03233648302965028,146,0.9550561797752809,0.9273743016759777,0.9217877094972067,0.9347393969828218,0.014546047580470086,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,10,
145,0.030660152435302734,0.000488316212149967,0.003544410069783529,4.800739632365029e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7444444444444445,0.8089887640449438,0.797752808988764,0.7837286724927175,0.028154331833871907,77,0.9550561797752809,0.9553072625698324,0.9608938547486033,0.9570857656979056,0.002694675899616769,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,20,
146,0.04599308967590332,0.001247122456635814,0.004635175069173177,0.0001130466720437082,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7888888888888889,0.7528089887640449,0.797752808988764,0.7798168955472325,0.019437293046979894,103,0.9606741573033708,0.9385474860335196,0.9497206703910615,0.9496474379093173,0.009033324143352098,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,30,
147,0.0607607364654541,0.0006811316567697629,0.005624850591023763,0.00012934954402455808,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.8089887640449438,0.7836038285476489,0.01880503292167291,89,0.949438202247191,0.9441340782122905,0.9497206703910615,0.947764316950181,0.0025695553485166906,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,40,
148,0.07671078046162923,0.0014766245918794271,0.0070463816324869795,0.0004005782803317382,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.8089887640449438,0.783645443196005,0.018262241243980484,80,0.9438202247191011,0.9441340782122905,0.9497206703910615,0.9458916577741511,0.002710550893470594,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,50,
149,0.09015226364135742,0.0011573597332059672,0.008513927459716797,0.0009123267125215554,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9606741573033708,0.9608938547486033,0.9608938547486033,0.9608206222668593,0.00010356636888885766,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,60,
150,0.10396099090576172,0.0006170357888316907,0.009822765986124674,0.0009622856676721375,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.797752808988764,0.7724511027881814,0.018223605219102046,139,0.9550561797752809,0.9608938547486033,0.9497206703910615,0.9552235683049819,0.00456296879686981,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,70,
151,0.1205905278523763,0.0024315228428100208,0.009877840677897135,8.264780035003178e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.797752808988764,0.7724511027881814,0.018223605219102046,139,0.9550561797752809,0.9553072625698324,0.9553072625698324,0.9552235683049819,0.00011836156444444613,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,80,
152,0.13465166091918945,0.0024285824929100226,0.010889609654744467,9.298412887719093e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.8089887640449438,0.783645443196005,0.018262241243980484,80,0.949438202247191,0.9553072625698324,0.9553072625698324,0.953350909128952,0.002766701568888451,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,90,
153,0.15128111839294434,0.003906313974546111,0.012101093928019205,0.00014016556867145946,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.797752808988764,0.7687473990844778,0.022015604265031984,147,0.9438202247191011,0.9553072625698324,0.9553072625698324,0.9514782499529221,0.005415041573332455,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,100,
154,0.1645947297414144,0.0019480049529395575,0.013422171274820963,0.000634419290256905,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.797752808988764,0.7724927174365376,0.021852168456909557,135,0.949438202247191,0.9497206703910615,0.9497206703910615,0.9496265143431047,0.00013315675999998227,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,110,
155,0.17999482154846191,0.0022404457362518266,0.014554182688395182,0.0007654720811424251,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.797752808988764,0.7724927174365376,0.021852168456909557,135,0.9550561797752809,0.9497206703910615,0.9553072625698324,0.9533613709120582,0.0025764039350898663,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,120,
156,0.19119644165039062,0.00041102851346718665,0.015045245488484701,0.0001285777542443114,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.797752808988764,0.7799417394923013,0.017843320818609214,97,0.9662921348314607,0.9497206703910615,0.9553072625698324,0.9571066892641182,0.006883885082613128,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,130,
157,0.20897316932678223,0.0024861720659305297,0.01613338788350423,0.00027275344799975403,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.797752808988764,0.783645443196005,0.012852258188895028,80,0.9719101123595506,0.9497206703910615,0.9553072625698324,0.9589793484401481,0.009423587239739305,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,140,
158,0.22321073214213052,0.0015473501013498114,0.01814889907836914,0.001498777179851124,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.797752808988764,0.783645443196005,0.012852258188895028,80,0.9662921348314607,0.9497206703910615,0.9441340782122905,0.9533822944782709,0.00940923257591935,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,150,
159,0.23656884829203287,0.0017548050167941307,0.018140713373819988,0.0003856500582688476,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,129,0.9606741573033708,0.9497206703910615,0.9553072625698324,0.9552340300880883,0.004472042123521041,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,160,
160,0.2539486885070801,0.0025334911587501247,0.01949588457743327,0.00035348743620410234,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.7865168539325843,0.7798585101955888,0.004817243821385873,101,0.9606741573033708,0.9497206703910615,0.9497206703910615,0.9533718326951646,0.005163523248888027,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,170,
161,0.2706412474314372,0.0018571724279936818,0.020476738611857098,0.0004470003679904192,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,129,0.9606741573033708,0.9497206703910615,0.9608938547486033,0.9570962274810119,0.0052160776152327835,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,180,
162,0.2833837668100993,0.004020579163990144,0.0213162899017334,0.0008562179373244307,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,129,0.9606741573033708,0.9553072625698324,0.9608938547486033,0.9589584248739356,0.0025833191014710656,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,190,
163,0.2991127173105876,0.0014329060187223681,0.022564013799031574,0.00023632323555379555,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.7865168539325843,0.7761548064918852,0.008127331235335721,129,0.9719101123595506,0.9553072625698324,0.9664804469273743,0.9645659406189191,0.00691195370783216,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,200,
164,0.31403660774230957,0.004376300596277312,0.02380649248758952,0.0001833396328808786,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9662921348314607,0.9553072625698324,0.9608938547486033,0.9608310840499655,0.004484774968083911,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,210,
165,0.3280141353607178,0.0018533592526219604,0.025073925654093426,0.0008443042140791392,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,139,0.9550561797752809,0.9608938547486033,0.9664804469273743,0.9608101604837529,0.004664312992505035,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,220,
166,0.3449877103169759,0.0055408113394611646,0.02576128641764323,0.0004510652825634405,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9606741573033708,0.9608938547486033,0.9497206703910615,0.9570962274810119,0.0052160776152327835,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,230,
167,0.3561263879140218,0.003781873001399369,0.027742465337117512,0.0005583694010378423,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.7865168539325843,0.7724511027881814,0.01279729942145459,139,0.9550561797752809,0.9553072625698324,0.9553072625698324,0.9552235683049819,0.00011836156444444613,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,240,
168,0.015540520350138346,0.00021301961411147665,0.002395788828531901,4.586912950964114e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7,0.7752808988764045,0.7640449438202247,0.7464419475655432,0.03315823217811442,197,0.8651685393258427,0.8547486033519553,0.8547486033519553,0.8582219153432512,0.004912004924443599,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,10,
169,0.030282100041707356,0.0008649694908369524,0.0034661293029785156,1.3655925800765913e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7222222222222222,0.7640449438202247,0.7752808988764045,0.7538493549729505,0.022829342464326684,176,0.8820224719101124,0.88268156424581,0.88268156424581,0.8824618668005774,0.000310699106666573,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,20,
170,0.04483819007873535,0.00046934128976763157,0.00447694460550944,0.00010126651201099892,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7640449438202247,0.7500624219725344,0.012687486657590523,192,0.8651685393258427,0.88268156424581,0.8659217877094972,0.8712572970937167,0.008084027698850332,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,30,
171,0.058638811111450195,0.0005754241503098555,0.005854288736979167,0.0004513893745668828,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7640449438202247,0.7612151477320017,0.004001936006715374,163,0.8707865168539326,0.888268156424581,0.8268156424581006,0.8619567719122049,0.025853125729810637,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,40,
172,0.07260044415791829,0.0005069691140429214,0.006556113560994466,0.0001009559974683965,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7222222222222222,0.7640449438202247,0.7752808988764045,0.7538493549729505,0.022829342464326684,176,0.8707865168539326,0.8994413407821229,0.8156424581005587,0.8619567719122047,0.0347758199660973,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,50,
173,0.08829530080159505,0.0009217509015727439,0.007681369781494141,0.00011341024907128051,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7333333333333333,0.7752808988764045,0.7865168539325843,0.7650436953807741,0.0228869972894502,152,0.8651685393258427,0.8994413407821229,0.8435754189944135,0.869395099700793,0.02300214720049619,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,60,
174,0.10237455368041992,0.0025489262608524,0.008774598439534506,0.00024859885413441407,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7333333333333333,0.7752808988764045,0.7865168539325843,0.7650436953807741,0.0228869972894502,152,0.8651685393258427,0.8938547486033519,0.8435754189944135,0.8675329023078694,0.02059442328583399,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,70,
175,0.11453922589619954,0.000582040072083813,0.009619871775309244,5.996036347437566e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7865168539325843,0.7649604660840615,0.01528385422795378,156,0.8595505617977528,0.8938547486033519,0.8435754189944135,0.8656602431318393,0.02097615949888719,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,80,
176,0.13161595662434897,0.0029809620112087585,0.010812123616536459,4.9416656160966316e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7752808988764045,0.7612151477320016,0.010008993413501012,166,0.8595505617977528,0.8994413407821229,0.8379888268156425,0.8656602431318393,0.025457140749413618,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,90,
177,0.14544208844502768,0.0012809422460195066,0.011564334233601889,0.00023284682625587854,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7865168539325843,0.7649604660840615,0.01528385422795378,156,0.8595505617977528,0.8938547486033519,0.8212290502793296,0.8582114535601448,0.029664433501158667,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,100,
178,0.1627213954925537,0.00367998705866752,0.013886610666910807,0.0011923569757629627,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.797752808988764,0.7724511027881814,0.018223605219102046,139,0.8595505617977528,0.888268156424581,0.8212290502793296,0.8563492561672211,0.02746205511238647,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,110,
179,0.17520991961161295,0.0018229805038308812,0.014081796010335287,0.00020080877853704366,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7865168539325843,0.7538077403245943,0.023372173630634856,178,0.8595505617977528,0.8938547486033519,0.8268156424581006,0.8600736509530685,0.027371099781666002,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,120,
180,0.19101738929748535,0.003496769182417784,0.015017032623291016,0.00011926601967404998,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7752808988764045,0.7575114440282978,0.013020664207784305,172,0.8595505617977528,0.88268156424581,0.8212290502793296,0.8544870587742975,0.025342088382129892,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,130,
181,0.2053382396697998,0.0030451789801814824,0.016313870747884113,0.0005362372655997611,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7865168539325843,0.7612567623803579,0.018185077569970846,160,0.8595505617977528,0.88268156424581,0.8212290502793296,0.8544870587742975,0.025342088382129892,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,140,
182,0.21659930547078451,0.0018737704727834965,0.01742275555928548,0.0004435867775938057,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7333333333333333,0.7528089887640449,0.7865168539325843,0.7575530586766542,0.021969696786475878,169,0.8595505617977528,0.888268156424581,0.8212290502793296,0.8563492561672211,0.02746205511238647,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,150,
183,0.23398661613464355,0.0004367373285226562,0.018412669499715168,0.0006887472824986803,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7752808988764045,0.7575114440282978,0.013020664207784305,172,0.8595505617977528,0.888268156424581,0.8212290502793296,0.8563492561672211,0.02746205511238647,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,160,
184,0.2475427786509196,0.002650109327216067,0.01919245719909668,0.0002694005456934714,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7444444444444445,0.7415730337078652,0.7752808988764045,0.753766125676238,0.015258338688413097,187,0.8595505617977528,0.888268156424581,0.8212290502793296,0.8563492561672211,0.02746205511238647,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,170,
185,0.26028768221537274,0.003255887165665214,0.020230690638224285,0.0001291252270167339,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7444444444444445,0.7303370786516854,0.7865168539325843,0.753766125676238,0.023863669645068624,187,0.8651685393258427,0.888268156424581,0.8324022346368715,0.8619463101290984,0.022920694798149607,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,180,
186,0.2745855649312337,0.001902893409649807,0.021085500717163086,0.000410467111079586,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7752808988764045,0.7462754889721182,0.02297181360856267,202,0.8595505617977528,0.888268156424581,0.8268156424581006,0.8582114535601448,0.025105746704080063,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,190,
187,0.287622610727946,0.002128275763717381,0.0218655268351237,0.00012303297082328558,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7865168539325843,0.7500208073241782,0.02780338158624213,193,0.8595505617977528,0.888268156424581,0.8324022346368715,0.8600736509530683,0.022810166169143775,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,200,
188,0.30344319343566895,0.0036329898003727937,0.02269593874613444,0.0002331343891052894,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7444444444444445,0.6853932584269663,0.7640449438202247,0.7312942155638785,0.03342871314213254,235,0.8595505617977528,0.888268156424581,0.8324022346368715,0.8600736509530683,0.022810166169143775,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,210,
189,0.3198506832122803,0.006174551835178631,0.025090694427490234,0.0009247453827153378,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7444444444444445,0.6966292134831461,0.7865168539325843,0.7425301706200583,0.03672143161332282,212,0.8651685393258427,0.888268156424581,0.8324022346368715,0.8619463101290984,0.022920694798149607,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,220,
190,0.3336203098297119,0.001425155520696539,0.024684588114420574,0.0003431201671186004,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7865168539325843,0.7500208073241782,0.02780338158624213,193,0.8651685393258427,0.888268156424581,0.8324022346368715,0.8619463101290984,0.022920694798149607,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,230,
191,0.3473503589630127,0.0028855266350458902,0.0267336368560791,0.00040974177972989765,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7865168539325843,0.7462754889721182,0.03213550940259877,202,0.8651685393258427,0.888268156424581,0.8324022346368715,0.8619463101290984,0.022920694798149607,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,240,
192,0.015235265096028646,0.0002007879244555325,0.002225796381632487,4.806932195226109e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6888888888888889,0.7303370786516854,0.7415730337078652,0.7202663337494798,0.022656414926619083,255,0.8146067415730337,0.8268156424581006,0.7877094972067039,0.8097106270792794,0.016336086882681886,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,10,
193,0.028844197591145832,0.0003272715328074835,0.0034399827321370444,4.667215806269938e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7191011235955056,0.7015813566375364,0.017445523712511138,326,0.8033707865168539,0.8156424581005587,0.7877094972067039,0.8022409139413722,0.01143153635349814,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,20,
194,0.044428745905558266,0.001019391608697198,0.004496097564697266,5.1835437861806926e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.6888888888888889,0.7303370786516854,0.7528089887640449,0.7240116521015397,0.026475813588927356,245,0.8258426966292135,0.8268156424581006,0.7821229050279329,0.8115937480384156,0.02084281805495404,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,30,
195,0.05739156405131022,0.00043821902704370283,0.005469560623168945,0.00012102007458243232,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.6666666666666666,0.7415730337078652,0.7303370786516854,0.7128589263420725,0.03298338280555036,275,0.8258426966292135,0.8547486033519553,0.7988826815642458,0.826491327181805,0.022811778324554714,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,40,
196,0.07196426391601562,0.0004401928021875624,0.006563981374104817,8.508400139322771e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7222222222222222,0.7078651685393258,0.7415730337078652,0.723886808156471,0.013811424698523622,248,0.8258426966292135,0.8547486033519553,0.7988826815642458,0.826491327181805,0.022811778324554714,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,50,
197,0.08754221598307292,0.001238018408185689,0.008009910583496094,0.0005009986598852336,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7415730337078652,0.7015813566375364,0.0284487792655811,326,0.8258426966292135,0.8491620111731844,0.8044692737430168,0.826491327181805,0.01825149739876688,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,60,
198,0.09987195332845052,0.0013039954286300144,0.008706172307332357,0.0002852137552177223,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,306,0.8146067415730337,0.8435754189944135,0.8044692737430168,0.8208838114368214,0.01657053315702277,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,70,
199,0.11512327194213867,0.00038171794881944614,0.009859323501586914,0.00012037297344881025,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7,0.6629213483146067,0.7303370786516854,0.697752808988764,0.027568189093000687,346,0.8258426966292135,0.8435754189944135,0.7988826815642458,0.8227669323959576,0.01837490025305189,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,80,
200,0.13051358858744302,0.0006789346356894237,0.010996262232462565,0.00026646355091457734,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7111111111111111,0.6741573033707865,0.7191011235955056,0.7014565126924678,0.01957711584251574,335,0.8314606741573034,0.8435754189944135,0.7988826815642458,0.8246395915719876,0.01887247679341977,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,90,
201,0.14411314328511557,0.002681950283522791,0.012800852457682291,0.0014789803574840783,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7191011235955056,0.7089055347482315,0.016674444868621855,291,0.8370786516853933,0.8491620111731844,0.7988826815642458,0.8283744481409411,0.021429343060213973,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,100,
202,0.15684167544047037,0.0006178721117355057,0.012910922368367514,0.00036744097702722455,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,110,
203,0.1706258455912272,0.0008000070042792157,0.01362140973409017,0.0002157103943582141,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7222222222222222,0.6966292134831461,0.7303370786516854,0.7163961714523511,0.014364590590173273,268,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,120,
204,0.18859966595967612,0.0030474360315662303,0.015553792317708334,0.0005979111220365644,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.6966292134831461,0.7191011235955056,0.7089471493965877,0.009300850633174505,288,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,130,
205,0.20198941230773926,0.0018363701327256132,0.015868981679280598,8.357953260989277e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,140,
206,0.21538217862447104,0.0036497286026517515,0.017652432123819988,0.0007754018880289703,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,150,
207,0.2326042652130127,0.0027644030637184245,0.018210887908935547,0.0005148778249373922,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8426966292134831,0.8435754189944135,0.7932960893854749,0.8265227125311237,0.02349750954345298,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,160,
208,0.24300138155619302,0.0034272967452455743,0.01924610137939453,0.00014349959864797145,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.6888888888888889,0.6741573033707865,0.7303370786516854,0.6977944236371204,0.023784073095484748,342,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,170,
209,0.25941268603007,0.0028399221307446668,0.02109392484029134,0.0012288969423018506,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7415730337078652,0.7126508531002913,0.02834229471269182,282,0.8314606741573034,0.8324022346368715,0.7932960893854749,0.8190529993932166,0.018216941636735637,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,180,
210,0.27121718724568683,0.0018933693921341689,0.022123972574869793,0.0013145328134468249,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8379888268156425,0.7932960893854749,0.8190425376101103,0.018868701011009265,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,190,
211,0.2850793202718099,0.0026466201055910907,0.022496461868286133,0.00037091663463688596,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7415730337078652,0.7163961714523511,0.023302345208625255,268,0.8314606741573034,0.8379888268156425,0.7877094972067039,0.8190529993932166,0.022322866322369815,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,200,
212,0.29538965225219727,0.0005664450473020817,0.022961139678955078,0.00034217665249091733,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8314606741573034,0.8379888268156425,0.7877094972067039,0.8190529993932166,0.022322866322369815,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,210,
213,0.31018932660420734,0.0006199196762722036,0.024185339609781902,0.0001220945762156536,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7191011235955056,0.7089055347482315,0.016674444868621855,291,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,220,
214,0.3282252947489421,0.0023727538479728734,0.025374492009480793,0.0007614563975117767,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,230,
215,0.35955437024434406,0.028396483307174997,0.026028792063395183,0.00020116315553600923,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7222222222222222,0.6966292134831461,0.7191011235955056,0.7126508531002913,0.01140043906100932,282,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,240,
216,0.014836788177490234,0.00023813262321234436,0.0023593902587890625,4.2652721751769533e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6666666666666666,0.6404494382022472,0.6966292134831461,0.6679151061173533,0.022952280038514662,477,0.7303370786516854,0.7486033519553073,0.770949720670391,0.7499633837591279,0.016607908514027006,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,10,
217,0.03347261746724447,0.0038940187395603934,0.004151821136474609,0.0008884346022372762,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.651685393258427,0.7191011235955056,0.6865584685809405,0.02757164386743741,452,0.7696629213483146,0.7541899441340782,0.770949720670391,0.7649341953842613,0.007615473910362549,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,20,
218,0.04484915733337402,0.00012493998009861348,0.0046414534250895185,2.9300167902579576e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7653631284916201,0.776536312849162,0.7667754692109723,0.007460256381263924,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,30,
219,0.05735548337300619,0.0002340177912134587,0.0055340925852457685,5.677911750595722e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7303370786516854,0.6940907199334166,0.025672629380762528,353,0.7584269662921348,0.7653631284916201,0.7988826815642458,0.774224258782667,0.017664577494158732,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,40,
220,0.07116905848185222,0.001339304016801235,0.00653076171875,7.946197117282662e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7303370786516854,0.6903454015813567,0.02892149201167002,363,0.7584269662921348,0.7653631284916201,0.7821229050279329,0.768637666603896,0.009947070859612711,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,50,
221,0.08396053314208984,0.0005793263711067823,0.007658640543619792,7.903718739301276e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7415730337078652,0.6903454015813567,0.03775717020154875,363,0.7584269662921348,0.7653631284916201,0.7988826815642458,0.774224258782667,0.017664577494158732,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,60,
222,0.09703580538431804,0.0005799460045797038,0.00835887591044108,0.0001194426054720169,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7191011235955056,0.6828547648772368,0.027755504231611185,456,0.7640449438202247,0.7653631284916201,0.7932960893854749,0.7742347205657732,0.01348916203642753,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,70,
223,0.11313128471374512,0.0016270092726671662,0.009683052698771158,0.0003183430801225865,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7486033519553073,0.7877094972067039,0.7649132718180486,0.016610774989695872,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,80,
224,0.12626409530639648,0.0007055688657536945,0.010395288467407227,0.0001374238568146073,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7541899441340782,0.7877094972067039,0.7667754692109723,0.014903315856692677,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,90,
225,0.1386721134185791,0.0013455426354667718,0.011693954467773438,0.00013366035590289257,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7597765363128491,0.7988826815642458,0.7704894022137133,0.020277580623589267,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,100,
226,0.15647323926289877,0.0022542633988192084,0.012653271357218424,0.00021665855388375594,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7486033519553073,0.7877094972067039,0.7649132718180486,0.016610774989695872,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,110,
227,0.1706840991973877,0.0017586404840276083,0.013862927754720053,0.0002329805676113498,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7541899441340782,0.7821229050279329,0.7667859309940787,0.011567118168608441,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,120,
228,0.18110227584838867,0.0010456322584423187,0.014553070068359375,0.00015077570332708715,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7597765363128491,0.776536312849162,0.7667859309940787,0.007111365804223067,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,130,
229,0.20068939526875815,0.004572372523728184,0.015691359837849934,0.00019363995667963184,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7541899441340782,0.770949720670391,0.7630615362082315,0.006877395111778875,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,140,
230,0.21045772234598795,0.0028178382472457348,0.017700910568237305,0.0006440482413388002,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7597765363128491,0.7877094972067039,0.770510325779926,0.012285857695958864,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,150,
231,0.22722649574279785,0.0026377333948517795,0.018420696258544922,0.0006496269154003857,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7696629213483146,0.7597765363128491,0.7821229050279329,0.7705207875630321,0.009143011885929938,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,160,
232,0.2407982349395752,0.0013924176688255216,0.019892056783040363,0.0016457069349852468,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7486033519553073,0.776536312849162,0.7630615362082315,0.011424765321379688,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,170,
233,0.2533058325449626,0.001944331119166469,0.020247618357340496,0.0003254836753223344,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7541899441340782,0.7653631284916201,0.7593266796392778,0.004605585395450112,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,180,
234,0.2649022738138835,0.002923807672716569,0.021535317103068035,0.00040756712167096487,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7541899441340782,0.776536312849162,0.7611784152490951,0.010874297631084441,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,190,
235,0.27933510144551593,0.0005028889466257013,0.022830486297607422,0.0015742027541230433,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.770949720670391,0.763051074425125,0.005612295679493624,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,200,
236,0.29443566004435223,0.004726535471199115,0.02317055066426595,9.52903780657915e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.770949720670391,0.763051074425125,0.005612295679493624,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,210,
237,0.30734769503275555,0.004797422574666202,0.025188287099202473,0.0016074567628758653,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.7653631284916201,0.7611888770322014,0.003002622880643698,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,220,
238,0.3223272164662679,0.0022604478798547525,0.025833686192830402,0.0012263407100521417,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.770949720670391,0.7653631284916201,0.7649132718180486,0.005122279608052225,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,230,
239,0.3350094159444173,0.0041937605789368546,0.030252456665039062,0.006136918626725407,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7653631284916201,0.7597765363128491,0.7611888770322014,0.003002622880643698,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,240,
240,0.01655419667561849,0.0002349406190934628,0.002628962198893229,0.00010632619220391465,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.7865168539325843,0.7947981689554724,0.01008088551677486,67,1.0,0.9888268156424581,0.994413407821229,0.994413407821229,0.004561433413004051,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,10,
241,0.03214875857035319,0.0005153952143070354,0.004356781641642253,0.0009600206715485539,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.8314606741573034,0.7874323761964211,0.03215732740014849,70,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,20,
242,0.0466458797454834,0.0002012516444383827,0.004517078399658203,2.1328359837004804e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.7888888888888889,0.8314606741573034,0.7865168539325843,0.8022888056595923,0.02065034416491728,53,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,30,
243,0.06098341941833496,0.0007226157598684547,0.005617936452229817,0.00017865399872855182,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.8089887640449438,0.806034124011652,0.012962278273699892,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,40,
244,0.0776657263437907,0.0005867947791915958,0.0066445668538411455,0.00015829537380855974,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8,0.8202247191011236,0.8202247191011236,0.8134831460674157,0.009534024015998375,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,50,
245,0.09572394688924153,0.00221900088251299,0.008087793986002604,0.0001824148150426959,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.8314606741573034,0.8060757386600083,0.022012536255411067,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,60,
246,0.10688249270121257,0.0009669249278996191,0.008919477462768555,9.208082343308973e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8426966292134831,0.813524760715772,0.022199845030360967,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,70,
247,0.1244971752166748,0.0017066398363569984,0.010117292404174805,0.00013023329814610568,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8202247191011236,0.8060341240116521,0.012962278273699892,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,80,
248,0.13940095901489258,0.0030456463956161023,0.011557658513387045,0.0004930346465362766,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,90,
249,0.15434487660725912,0.0016006230947917931,0.012290159861246744,0.0001276265340830345,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,100,
250,0.16718745231628418,0.0014862824652862867,0.012996037801106771,0.0002101586709267366,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8,0.8202247191011236,0.8426966292134831,0.8209737827715355,0.017438871500858114,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,110,
251,0.18411723772684732,0.0020391525521047172,0.01430360476175944,0.00026763483468781685,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8,0.8202247191011236,0.8426966292134831,0.8209737827715355,0.017438871500858114,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,120,
252,0.20393800735473633,0.0014768859746542955,0.015478690465291342,0.00016692868865481145,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.8314606741573034,0.813524760715772,0.0180140002407217,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,130,
253,0.21322806676228842,0.0010417662520612943,0.016580581665039062,0.00020073211419266876,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.8314606741573034,0.813524760715772,0.0180140002407217,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,140,
254,0.2294944922129313,0.001968672803525019,0.01691595713297526,8.854425071583667e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,150,
255,0.24827146530151367,0.003167767135060803,0.01877276102701823,0.00039258191435050414,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,160,
256,0.25966588656107586,0.004237902605211913,0.019223372141520183,0.00023925209047859954,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,170,
257,0.2767178217569987,0.005515809333726521,0.02078382174173991,0.0002721252144277974,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,180,
258,0.293917973836263,0.006869631360272843,0.02265008290608724,0.00028910389118844463,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8202247191011236,0.8022888056595922,0.01318875817052346,55,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,190,
259,0.3149116039276123,0.004236095451251173,0.023307164510091145,0.00027662044652672693,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8202247191011236,0.8022888056595922,0.01318875817052346,55,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,200,
260,0.32055211067199707,0.003801954523413221,0.02379012107849121,0.00015406133114479194,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.8202247191011236,0.8023304203079484,0.017957094473900467,49,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,210,
261,0.3356195290883382,0.001051627377939408,0.02470739682515462,7.432450381932818e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.8202247191011236,0.809779442363712,0.01477185202478765,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,220,
262,0.35599708557128906,0.007539829190919214,0.026703516642252605,0.0016595124508545225,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8314606741573034,0.806034124011652,0.01833983567931173,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,230,
263,0.36855165163675946,0.0035835256812259547,0.028023481369018555,0.0008120596303626643,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8314606741573034,0.806034124011652,0.01833983567931173,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,240,
264,0.015616973241170248,0.00028529997313444616,0.002349853515625,4.40143341468312e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7888888888888889,0.7415730337078652,0.8089887640449438,0.7798168955472325,0.028260053923205408,103,0.9662921348314607,0.9329608938547486,0.9497206703910615,0.9496578996924235,0.01360749453750565,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,10,
265,0.030662695566813152,0.00015370749622396036,0.00359956423441569,5.598195952027825e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.797752808988764,0.7724927174365376,0.021852168456909557,135,0.9719101123595506,0.9497206703910615,0.9720670391061452,0.9645659406189191,0.010497386741614524,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,20,
266,0.04540570576985677,0.00022331471965613157,0.0045553843180338545,2.634090739678268e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.8089887640449438,0.7910528506034123,0.013845988378866251,69,0.9662921348314607,0.9553072625698324,0.9776536312849162,0.9664176762287365,0.009123298715173922,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,30,
267,0.06040128072102865,5.434177252988565e-05,0.005693674087524414,0.0001183643597346693,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.797752808988764,0.7798585101955888,0.013839608113454742,101,0.9662921348314607,0.9553072625698324,0.9664804469273743,0.9626932814428892,0.005223269822389631,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,40,
268,0.07714064915974934,0.0009552815192886297,0.007200956344604492,0.0007126583250401658,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.8089887640449438,0.7873491468997087,0.015335435516178327,73,0.9719101123595506,0.9608938547486033,0.9664804469273743,0.9664281380118428,0.004497520435726887,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,50,
269,0.09044400850931804,0.0006240310561236444,0.007631778717041016,9.613463635796509e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9719101123595506,0.9608938547486033,0.9776536312849162,0.9701525327976901,0.006954103911791389,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,60,
270,0.10541073481241862,0.0012065843696630817,0.008838812510172525,3.8468147957342394e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.8089887640449438,0.7724927174365378,0.027018709042404988,134,0.9719101123595506,0.9608938547486033,0.9720670391061452,0.9682903354047664,0.005230493990290327,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,70,
271,0.12071911493937175,0.0011878963727082119,0.00998846689860026,0.000453576097651198,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.8202247191011236,0.7762380357885976,0.03211610318383735,106,0.9550561797752809,0.9608938547486033,0.9776536312849162,0.9645345552696002,0.009577829569558712,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,80,
272,0.13417744636535645,0.00045036257763938744,0.010894139607747396,0.00023786355689630882,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8202247191011236,0.7799833541406574,0.03111534799092625,92,0.9606741573033708,0.9553072625698324,0.9720670391061452,0.9626828196597828,0.006988016921050639,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,90,
273,0.15037131309509277,0.0023402876500429495,0.011759360631306967,8.178193618555797e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.8202247191011236,0.7762380357885976,0.03211610318383735,106,0.9606741573033708,0.9553072625698324,0.9720670391061452,0.9626828196597828,0.006988016921050639,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,100,
274,0.16379769643147787,0.00041331185404709566,0.013150850931803385,7.298629248961785e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8202247191011236,0.7799833541406574,0.03111534799092625,92,0.9662921348314607,0.9553072625698324,0.9664804469273743,0.9626932814428892,0.005223269822389631,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,110,
275,0.18139028549194336,0.0010582788862499282,0.014322201410929361,0.0006106109531545779,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8089887640449438,0.7762380357885975,0.02635879842322562,111,0.9719101123595506,0.9553072625698324,0.9720670391061452,0.9664281380118428,0.007863907402323615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,120,
276,0.19354740778605142,0.0017252390820725121,0.014922380447387695,0.00023848985560246956,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7444444444444445,0.7865168539325843,0.8089887640449438,0.7799833541406574,0.026752037465349328,92,0.9775280898876404,0.9553072625698324,0.9720670391061452,0.9683007971878727,0.00945444252938532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,130,
277,0.20663603146870932,0.0016222864247654248,0.01634867986043294,0.00028310519441469774,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.8089887640449438,0.7873907615480649,0.017288970810208998,71,0.9775280898876404,0.9553072625698324,0.9720670391061452,0.9683007971878727,0.00945444252938532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,140,
278,0.22426486015319824,0.0006820902624711185,0.0175015131632487,0.0005424682462943671,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.797752808988764,0.7799417394923013,0.017843320818609214,97,0.9719101123595506,0.9608938547486033,0.9720670391061452,0.9682903354047664,0.005230493990290327,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,150,
279,0.23909290631612143,0.0027300067828737655,0.018310070037841797,0.00013499054176741243,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.8089887640449438,0.783645443196005,0.018262241243980484,80,0.9719101123595506,0.9608938547486033,0.9664804469273743,0.9664281380118428,0.004497520435726887,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,160,
280,0.2538321018218994,0.0022821187855538894,0.019446055094401043,0.00047864528740679474,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.8089887640449438,0.783645443196005,0.018262241243980484,80,0.9719101123595506,0.9608938547486033,0.9776536312849162,0.9701525327976901,0.006954103911791389,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,170,
281,0.2680826187133789,0.004529312920940932,0.02063608169555664,0.0003536910491517409,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.797752808988764,0.7799417394923013,0.017843320818609214,97,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,180,
282,0.28420543670654297,0.004107647605195397,0.022091388702392578,0.0012481989786241052,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8089887640449438,0.7762380357885975,0.02635879842322562,111,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,190,
283,0.29640499750773114,0.0036533966617185083,0.02345895767211914,0.0016062719671072244,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8089887640449438,0.7762380357885975,0.02635879842322562,111,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,200,
284,0.3124858538309733,0.0042258453119291845,0.02373663584391276,9.184126566289953e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8089887640449438,0.7762380357885975,0.02635879842322562,111,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,210,
285,0.32518402735392254,0.0006984822483274663,0.02592309315999349,0.0011129404015483154,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,220,
286,0.3438907464345296,0.006004213567161399,0.025915066401163738,0.00030831227305683055,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,230,
287,0.35814372698465985,0.0006872365076347187,0.026567776997884113,0.00016448996769116177,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,240,
288,0.0156099001566569,0.00010355334966232067,0.0026002724965413413,0.00024522919082607686,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7,0.7752808988764045,0.7640449438202247,0.7464419475655432,0.03315823217811442,197,0.8651685393258427,0.8547486033519553,0.8603351955307262,0.8600841127361748,0.0042576244043102856,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,10,
289,0.029825528462727863,0.00016384617097784854,0.003662109375,0.00018570965776405386,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7752808988764045,0.7575530586766542,0.01772959847797928,169,0.8820224719101124,0.88268156424581,0.8938547486033519,0.8861862615864248,0.005429111070474845,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,20,
290,0.04452411333719889,0.0002319744027846225,0.004582722981770833,0.00014249565743392856,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,183,0.8651685393258427,0.88268156424581,0.8603351955307262,0.869395099700793,0.009599927365695487,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,30,
291,0.05800875027974447,0.00033502475651978996,0.0055395762125651045,2.3235178686600164e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7640449438202247,0.7612151477320017,0.004001936006715374,163,0.8707865168539326,0.8938547486033519,0.8212290502793296,0.8619567719122047,0.03029957437616302,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,40,
292,0.07330640157063802,0.0007388783799765217,0.00665736198425293,1.765907686914559e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,183,0.8651685393258427,0.8994413407821229,0.8212290502793296,0.8619463101290984,0.03201122373137894,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,50,
293,0.08896636962890625,0.0019291969987365663,0.007873296737670898,0.00025395693766411357,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.7752808988764045,0.7650020807324177,0.014536444024392605,154,0.8707865168539326,0.8994413407821229,0.8435754189944135,0.8712677588768231,0.022809705532383415,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,60,
294,0.10310681660970052,0.0009681476471387748,0.008771737416585287,0.0002022637833071771,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7333333333333333,0.7752808988764045,0.7752808988764045,0.7612983770287141,0.01977427203318188,158,0.8595505617977528,0.8938547486033519,0.8435754189944135,0.8656602431318393,0.02097615949888719,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,70,
295,0.11713226636250813,0.001114818376699398,0.010340213775634766,0.0007828145986982804,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7865168539325843,0.7687057844361216,0.013062492761923254,148,0.8651685393258427,0.888268156424581,0.8435754189944135,0.8656707049149457,0.018249188520034425,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,80,
296,0.13303518295288086,0.0013301186130934121,0.010958035786946615,6.585457030789392e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7752808988764045,0.7612151477320016,0.010008993413501012,166,0.8651685393258427,0.8994413407821229,0.8491620111731844,0.8712572970937167,0.020973117314758833,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,90,
297,0.14601945877075195,0.001715740438671911,0.011826674143473307,9.655713705033781e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.797752808988764,0.7687057844361215,0.02056993167719038,150,0.8595505617977528,0.8994413407821229,0.8268156424581006,0.8619358483459921,0.029697252490209523,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,100,
298,0.16144061088562012,0.0018840878230194566,0.013277133305867514,0.0007478256660077665,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.797752808988764,0.7724511027881814,0.018223605219102046,139,0.8539325842696629,0.8938547486033519,0.8268156424581006,0.8582009917770383,0.027534522756899608,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,110,
299,0.1742697556813558,0.002325851894619137,0.014091094334920248,0.00019046817785197686,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7865168539325843,0.7538077403245943,0.023372173630634856,178,0.8539325842696629,0.8938547486033519,0.8268156424581006,0.8582009917770383,0.027534522756899608,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,120,
300,0.1899890104929606,0.0008265587218835356,0.015136639277140299,0.0003203697752470517,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7752808988764045,0.7575114440282978,0.013020664207784305,172,0.8595505617977528,0.8938547486033519,0.8212290502793296,0.8582114535601448,0.029664433501158667,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,130,
301,0.20655385653177896,0.0014561632798372685,0.016569852828979492,0.001020811524892622,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7865168539325843,0.7612567623803579,0.018185077569970846,160,0.8595505617977528,0.8938547486033519,0.8212290502793296,0.8582114535601448,0.029664433501158667,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,140,
302,0.2188567320505778,0.00131263920987321,0.017149845759073894,0.00010397461903991172,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7865168539325843,0.7538077403245943,0.023372173630634856,178,0.8595505617977528,0.8994413407821229,0.8212290502793296,0.8600736509530685,0.03193217617724209,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,150,
303,0.23329401016235352,0.0031338879501498934,0.02038876215616862,0.001569572533147097,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7640449438202247,0.753766125676238,0.008030441135516873,187,0.8595505617977528,0.8994413407821229,0.8212290502793296,0.8600736509530685,0.03193217617724209,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,160,
304,0.2470111846923828,0.0009128722668020866,0.01917886734008789,0.00012148231835922047,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7640449438202247,0.7425301706200583,0.018398099128334153,212,0.8651685393258427,0.8938547486033519,0.8212290502793296,0.8600841127361747,0.029866498060226464,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,170,
305,0.26546041170756024,0.0027210138007394747,0.020236889521280926,0.00024902903965677076,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7752808988764045,0.7462754889721182,0.02297181360856267,202,0.8651685393258427,0.8938547486033519,0.8379888268156425,0.8656707049149457,0.022809931053626276,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,180,
306,0.2784108320871989,0.0006433386946720826,0.021291494369506836,0.00011635820028496174,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7752808988764045,0.7425301706200583,0.027555622625597073,212,0.8595505617977528,0.8938547486033519,0.8268156424581006,0.8600736509530685,0.027371099781666002,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,190,
307,0.29210837682088214,0.004235861726165591,0.02364508310953776,0.0019806901835130986,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7865168539325843,0.7462754889721182,0.03213550940259877,202,0.8595505617977528,0.8938547486033519,0.8324022346368715,0.861935848345992,0.02514451646168639,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,200,
308,0.3048096497853597,0.0016122721824104458,0.023970365524291992,0.0007767356774617294,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7444444444444445,0.6966292134831461,0.7752808988764045,0.7387848522679983,0.032357844401863275,220,0.8595505617977528,0.8938547486033519,0.8324022346368715,0.861935848345992,0.02514451646168639,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,210,
309,0.320303996404012,0.003082054332413987,0.025383949279785156,0.000733285943101826,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7444444444444445,0.6853932584269663,0.7865168539325843,0.7387848522679984,0.04147705092135271,218,0.8651685393258427,0.8994413407821229,0.8268156424581006,0.863808507522022,0.029664909451443663,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,220,
310,0.3324891726175944,0.0029865941511535337,0.0254666805267334,0.0002610417429408025,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7865168539325843,0.7500208073241782,0.02780338158624213,193,0.8651685393258427,0.8938547486033519,0.8324022346368715,0.863808507522022,0.025106309075352235,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,230,
311,0.3456389904022217,0.0019872532915741034,0.0261685053507487,0.00040149652539456156,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7865168539325843,0.7462754889721182,0.03213550940259877,202,0.8651685393258427,0.888268156424581,0.8324022346368715,0.8619463101290984,0.022920694798149607,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,240,
312,0.015053033828735352,0.00017372618072838237,0.00240937868754069,7.289693272459847e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6888888888888889,0.7303370786516854,0.7415730337078652,0.7202663337494798,0.022656414926619083,255,0.8146067415730337,0.8268156424581006,0.7877094972067039,0.8097106270792794,0.016336086882681886,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,10,
313,0.02891262372334798,0.00017202538878438868,0.0035581588745117188,0.00014987801760440618,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7191011235955056,0.7015813566375364,0.017445523712511138,326,0.8033707865168539,0.8156424581005587,0.7877094972067039,0.8022409139413722,0.01143153635349814,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,20,
314,0.043191750844319664,0.0005767995509827629,0.004453579584757487,8.39471181263578e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.6888888888888889,0.7303370786516854,0.7528089887640449,0.7240116521015397,0.026475813588927356,245,0.8258426966292135,0.8268156424581006,0.7821229050279329,0.8115937480384156,0.02084281805495404,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,30,
315,0.057951132456461586,0.00037230348541025067,0.00583656628926595,0.0004416058891892757,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.6666666666666666,0.7415730337078652,0.7303370786516854,0.7128589263420725,0.03298338280555036,275,0.8258426966292135,0.8547486033519553,0.7988826815642458,0.826491327181805,0.022811778324554714,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,40,
316,0.07203936576843262,0.0006530672949469154,0.006549994150797526,0.00011296132609595912,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7222222222222222,0.7078651685393258,0.7415730337078652,0.723886808156471,0.013811424698523622,248,0.8258426966292135,0.8547486033519553,0.7988826815642458,0.826491327181805,0.022811778324554714,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,50,
317,0.08635425567626953,0.00025624891999877583,0.008098204930623373,0.0005142960960974487,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7415730337078652,0.7015813566375364,0.0284487792655811,326,0.8258426966292135,0.8491620111731844,0.8044692737430168,0.826491327181805,0.01825149739876688,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,60,
318,0.09978707631429036,0.00032148635230261867,0.008602380752563477,6.260111007883028e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,306,0.8146067415730337,0.8435754189944135,0.8044692737430168,0.8208838114368214,0.01657053315702277,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,70,
319,0.11681207021077473,0.002623488192994068,0.009663263956705729,9.324093782303071e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7,0.6629213483146067,0.7303370786516854,0.697752808988764,0.027568189093000687,346,0.8258426966292135,0.8435754189944135,0.7988826815642458,0.8227669323959576,0.01837490025305189,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,80,
320,0.12832355499267578,0.00021161123009496278,0.010632832845052084,4.8793488211280476e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7111111111111111,0.6741573033707865,0.7191011235955056,0.7014565126924678,0.01957711584251574,335,0.8314606741573034,0.8435754189944135,0.7988826815642458,0.8246395915719876,0.01887247679341977,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,90,
321,0.14492066701253256,0.001917220411127551,0.012013912200927734,0.0003620637656856749,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7191011235955056,0.7089055347482315,0.016674444868621855,291,0.8370786516853933,0.8491620111731844,0.7988826815642458,0.8283744481409411,0.021429343060213973,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,100,
322,0.15863482157389322,0.0021522690173353203,0.013611078262329102,0.000278814804829278,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,110,
323,0.1756164232889811,0.0026839757846053385,0.014804363250732422,0.0013536195178978612,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7222222222222222,0.6966292134831461,0.7303370786516854,0.7163961714523511,0.014364590590173273,268,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,120,
324,0.18752233187357584,0.0009031338016331114,0.015311956405639648,0.0006775304271632818,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.6966292134831461,0.7191011235955056,0.7089471493965877,0.009300850633174505,288,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,130,
325,0.19998987515767416,0.000529452545493965,0.015807231267293293,0.00019059676230542401,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,140,
326,0.21555678049723306,0.0009084404134308445,0.01729575792948405,0.0005564385333798672,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,150,
327,0.22870874404907227,0.00021659878493597687,0.018168052037556965,0.00026948361985519787,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8426966292134831,0.8435754189944135,0.7932960893854749,0.8265227125311237,0.02349750954345298,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,160,
328,0.2417940298716227,0.0012914273628652718,0.019123077392578125,0.00010982378607369939,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.6888888888888889,0.6741573033707865,0.7303370786516854,0.6977944236371204,0.023784073095484748,342,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,170,
329,0.2581220467885335,0.0033757364592802023,0.02090001106262207,0.0012101041711585793,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7415730337078652,0.7126508531002913,0.02834229471269182,282,0.8314606741573034,0.8324022346368715,0.7932960893854749,0.8190529993932166,0.018216941636735637,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,180,
330,0.27541502316792804,0.0058337617491006745,0.02078358332316081,0.00021550774220797936,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8379888268156425,0.7932960893854749,0.8190425376101103,0.018868701011009265,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,190,
331,0.285799503326416,0.0009662082868889863,0.023071686426798504,0.001654468978533185,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7415730337078652,0.7163961714523511,0.023302345208625255,268,0.8314606741573034,0.8379888268156425,0.7877094972067039,0.8190529993932166,0.022322866322369815,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,200,
332,0.3004271984100342,0.004283467671822748,0.024016618728637695,0.0007391316139431803,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8314606741573034,0.8379888268156425,0.7877094972067039,0.8190529993932166,0.022322866322369815,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,210,
333,0.3117212454477946,0.003029015892804154,0.023975531260172527,0.00021433298372866935,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7191011235955056,0.7089055347482315,0.016674444868621855,291,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,220,
334,0.3270914554595947,0.0028963160624649446,0.02555569012959798,5.3041689311028635e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,230,
335,0.34691675504048664,0.003973065734896459,0.026697238286336262,0.0006250674148700398,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7222222222222222,0.6966292134831461,0.7191011235955056,0.7126508531002913,0.01140043906100932,282,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,240,
336,0.014916817347208658,0.00011335248274444711,0.0023839473724365234,6.387156159367833e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6666666666666666,0.6404494382022472,0.6966292134831461,0.6679151061173533,0.022952280038514662,477,0.7303370786516854,0.7486033519553073,0.770949720670391,0.7499633837591279,0.016607908514027006,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,10,
337,0.029178698857625324,0.0002465010087758649,0.0034759044647216797,1.2958219758702462e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.651685393258427,0.7191011235955056,0.6865584685809405,0.02757164386743741,452,0.7696629213483146,0.7541899441340782,0.770949720670391,0.7649341953842613,0.007615473910362549,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,20,
338,0.04338192939758301,0.0005479177452437646,0.004576047261555989,4.5364456049808175e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7653631284916201,0.776536312849162,0.7667754692109723,0.007460256381263924,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,30,
339,0.05908433596293131,0.0021608516282894965,0.00563359260559082,0.00022915990481753445,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7303370786516854,0.6940907199334166,0.025672629380762528,353,0.7584269662921348,0.7653631284916201,0.7988826815642458,0.774224258782667,0.017664577494158732,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,40,
340,0.07126696904500325,0.00034251854744032424,0.006433327992757161,0.00013623312622541487,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7303370786516854,0.6903454015813567,0.02892149201167002,363,0.7584269662921348,0.7653631284916201,0.7821229050279329,0.768637666603896,0.009947070859612711,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,50,
341,0.08437490463256836,0.00031182980972349096,0.007378896077473958,0.00013059090963932985,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7415730337078652,0.6903454015813567,0.03775717020154875,363,0.7584269662921348,0.7653631284916201,0.7988826815642458,0.774224258782667,0.017664577494158732,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,60,
342,0.10062519709269206,0.001474442953773283,0.008863131205240885,0.00016496146091429882,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7191011235955056,0.6828547648772368,0.027755504231611185,456,0.7640449438202247,0.7653631284916201,0.7932960893854749,0.7742347205657732,0.01348916203642753,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,70,
343,0.11401247978210449,0.0019566792242868628,0.009964227676391602,0.0005237425100676694,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7486033519553073,0.7877094972067039,0.7649132718180486,0.016610774989695872,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,80,
344,0.12677550315856934,0.0005249254154963121,0.010851701100667318,0.00025283660505633077,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7541899441340782,0.7877094972067039,0.7667754692109723,0.014903315856692677,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,90,
345,0.14044404029846191,0.0013756957099439243,0.011674245198567709,0.00032929742207843453,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7597765363128491,0.7988826815642458,0.7704894022137133,0.020277580623589267,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,100,
346,0.15303619702657065,0.0007896227614705023,0.012796560923258463,0.0001471124851464737,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7486033519553073,0.7877094972067039,0.7649132718180486,0.016610774989695872,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,110,
347,0.1686090628306071,0.0008754436164318477,0.013841867446899414,0.0001862451511490441,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7541899441340782,0.7821229050279329,0.7667859309940787,0.011567118168608441,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,120,
348,0.18174505233764648,0.00300544089553863,0.014760971069335938,0.00012770262338506405,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7597765363128491,0.776536312849162,0.7667859309940787,0.007111365804223067,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,130,
349,0.1956180731455485,0.0007654776753223815,0.016149044036865234,0.0004418989584231866,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7541899441340782,0.770949720670391,0.7630615362082315,0.006877395111778875,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,140,
350,0.21148053805033365,0.0009394765914597624,0.01691269874572754,0.00012173690937787398,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7597765363128491,0.7877094972067039,0.770510325779926,0.012285857695958864,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,150,
351,0.2269763151804606,0.004392759346211556,0.017329057057698567,0.00046693316829210914,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7696629213483146,0.7597765363128491,0.7821229050279329,0.7705207875630321,0.009143011885929938,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,160,
352,0.23754048347473145,0.003898680345739476,0.019679784774780273,0.0016349980726781195,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7486033519553073,0.776536312849162,0.7630615362082315,0.011424765321379688,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,170,
353,0.2534770170847575,0.002621918460950007,0.019925594329833984,0.00010592727561031158,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7541899441340782,0.7653631284916201,0.7593266796392778,0.004605585395450112,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,180,
354,0.2666629155476888,0.004022181023439699,0.02234371503194173,0.0011448360404226962,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7541899441340782,0.776536312849162,0.7611784152490951,0.010874297631084441,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,190,
355,0.28177960713704425,0.0029823252978580343,0.021921634674072266,0.000586001277896786,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.770949720670391,0.763051074425125,0.005612295679493624,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,200,
356,0.2953777313232422,0.0015537190333737554,0.02368323008219401,0.0004461383661136076,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.770949720670391,0.763051074425125,0.005612295679493624,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,210,
357,0.30986324946085614,0.0035479249257640406,0.02464747428894043,0.0008363342013649349,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.7653631284916201,0.7611888770322014,0.003002622880643698,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,220,
358,0.32301632563273114,0.002487724975049853,0.0249026616414388,0.0007013897302540605,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.770949720670391,0.7653631284916201,0.7649132718180486,0.005122279608052225,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,230,
359,0.3362587292989095,0.0012339258657087676,0.02606352170308431,0.0005531436523205216,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7653631284916201,0.7597765363128491,0.7611888770322014,0.003002622880643698,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,240,
360,0.016008297602335613,5.9156748310041876e-05,0.0024373531341552734,4.0698174828593946e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8,0.7528089887640449,0.8089887640449438,0.7872659176029962,0.024639526896477217,76,1.0,0.9832402234636871,0.994413407821229,0.9925512104283053,0.006967704630863963,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,10,
361,0.031228383382161457,0.00021791095832652914,0.0034850438435872397,5.235856320677004e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.8314606741573034,0.7985434873075322,0.02392976167344796,63,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,20,
362,0.04649122556050619,0.0006799662579383448,0.004523833592732747,6.005572131759432e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8,0.7865168539325843,0.797752808988764,0.7947565543071161,0.0058981332389601475,68,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,30,
363,0.06314881642659505,0.0023078813724481603,0.005950450897216797,0.0003212946676315917,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8,0.797752808988764,0.8202247191011236,0.8059925093632959,0.01010542139567944,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,40,
364,0.07763067881266277,0.0006549846363823382,0.0066386063893636065,5.608340641849632e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8,0.8202247191011236,0.8314606741573034,0.8172284644194757,0.013017338724331652,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,50,
365,0.09168004989624023,0.0002939558953889281,0.007715622584025065,6.963192283893564e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,60,
366,0.11034687360127766,0.0021939051919048704,0.008854548136393229,6.339493778335249e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8426966292134831,0.813524760715772,0.022199845030360967,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,70,
367,0.12207889556884766,0.0004269525375919816,0.009756247202555338,0.0001735379744339881,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,80,
368,0.1370997428894043,0.0024388385472470363,0.012389580408732096,0.0016595606556608503,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8426966292134831,0.809779442363712,0.023555581963536097,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,90,
369,0.15387574831644693,0.002641188998134829,0.012701749801635742,0.0011715045861615107,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8314606741573034,0.806034124011652,0.01833983567931173,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,100,
370,0.17179409662882486,0.006633723556472777,0.013168652852376303,6.025101611402378e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.7888888888888889,0.797752808988764,0.8426966292134831,0.809779442363712,0.023555581963536097,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,110,
371,0.18325201670328775,0.0008612408060898472,0.014560858408610025,0.0008289569615191783,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,120,
372,0.20107674598693848,0.0006993009440185442,0.017018795013427734,0.0025472228672204365,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,130,
373,0.21561471621195474,0.0012508330513528421,0.01678125063578288,0.0007273185657541094,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8,0.8089887640449438,0.8314606741573034,0.8134831460674157,0.01323110242146494,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,140,
374,0.22788683573404947,0.0016477293468003076,0.019943634668986004,0.0019976548294087567,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8,0.797752808988764,0.8314606741573034,0.8097378277153559,0.015387744257808362,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,150,
375,0.2463512420654297,0.0016991326992531336,0.020040194193522137,0.0021445756211538516,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8,0.797752808988764,0.8314606741573034,0.8097378277153559,0.015387744257808362,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,160,
376,0.2624611059824626,0.000656509598365555,0.019780715306599934,0.00023781225141877356,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,170,
377,0.27497315406799316,0.0032624418319870817,0.020778338114420574,0.0004855837642246571,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,180,
378,0.29016558329264325,0.0025825878945165987,0.02187315622965495,0.00035210877180124044,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.8314606741573034,0.8060757386600083,0.022012536255411067,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,190,
379,0.30332477887471515,0.0011517542383516065,0.023132165273030598,0.0007517585522791418,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,200,
380,0.3191988468170166,0.001648076506083847,0.02469801902770996,0.0003873104252688456,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.8314606741573034,0.8060757386600083,0.022012536255411067,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,210,
381,0.33643349011739093,0.00607659848147532,0.024137417475382488,0.00013741769810001448,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.8314606741573034,0.8060757386600083,0.022012536255411067,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,220,
382,0.35308059056599933,0.005973689622578933,0.026002883911132812,0.0004002477771124355,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,230,
383,0.3653356234232585,0.003282013134397296,0.026880502700805664,0.00046838691644216467,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7888888888888889,0.8089887640449438,0.8314606741573034,0.809779442363712,0.017388849001353845,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,240,
384,0.015750010808308918,0.00013155094238936752,0.0023331642150878906,5.5700553830599164e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7888888888888889,0.7415730337078652,0.8089887640449438,0.7798168955472325,0.028260053923205408,103,0.9719101123595506,0.9329608938547486,0.9497206703910615,0.9515305588684536,0.015952370309960228,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,10,
385,0.030461549758911133,0.00030864829820037955,0.0034739176432291665,5.915931064099914e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.797752808988764,0.7724927174365376,0.021852168456909557,135,0.9662921348314607,0.9497206703910615,0.9720670391061452,0.9626932814428892,0.009471144174876428,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,20,
386,0.045539538065592446,0.00031661420776221585,0.0045770009358723955,1.5204468704018475e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.8089887640449438,0.7873491468997087,0.015335435516178327,73,0.9662921348314607,0.9553072625698324,0.9776536312849162,0.9664176762287365,0.009123298715173922,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,30,
387,0.06193804740905762,0.0007765176607444106,0.005685647328694661,8.03661213776437e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7777777777777778,0.7640449438202247,0.8089887640449438,0.7836038285476489,0.01880503292167291,89,0.9662921348314607,0.9553072625698324,0.9664804469273743,0.9626932814428892,0.005223269822389631,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,40,
388,0.07535115877787273,0.0004672352238247157,0.006742795308430989,0.0001222431574286504,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7777777777777778,0.7752808988764045,0.8089887640449438,0.7873491468997087,0.015335435516178327,73,0.9719101123595506,0.9608938547486033,0.9664804469273743,0.9664281380118428,0.004497520435726887,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,50,
389,0.0901796023050944,0.00012991112147491416,0.007864952087402344,0.00015931583070010692,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9719101123595506,0.9608938547486033,0.9776536312849162,0.9701525327976901,0.006954103911791389,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,60,
390,0.10706909497578938,0.0009108366594695653,0.009513378143310547,0.00010361548196428516,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.8202247191011236,0.7762380357885976,0.03211610318383735,106,0.9662921348314607,0.9608938547486033,0.9720670391061452,0.9664176762287364,0.004562297130008605,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,70,
391,0.12076989809672038,0.0009833600492117913,0.009914000829060873,0.00010186666108459595,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.8202247191011236,0.7762380357885976,0.03211610318383735,106,0.9550561797752809,0.9608938547486033,0.9776536312849162,0.9645345552696002,0.009577829569558712,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,80,
392,0.1341846783955892,0.0013072964336777171,0.011121352513631185,0.0004606081308247915,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8314606741573034,0.7837286724927175,0.036022953031501215,77,0.9606741573033708,0.9553072625698324,0.9720670391061452,0.9626828196597828,0.006988016921050639,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,90,
393,0.15057682991027832,0.0015914342941863553,0.011901140213012695,0.0001182038504093635,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.7444444444444445,0.7640449438202247,0.8202247191011236,0.7762380357885976,0.03211610318383735,106,0.9606741573033708,0.9553072625698324,0.9720670391061452,0.9626828196597828,0.006988016921050639,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,100,
394,0.16388734181722006,0.0029574509503482197,0.013539870580037435,0.00039961620250447103,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8202247191011236,0.7799833541406574,0.03111534799092625,92,0.9719101123595506,0.9553072625698324,0.9664804469273743,0.9645659406189191,0.00691195370783216,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,110,
395,0.17908644676208496,0.003119193085029899,0.01392674446105957,0.00013160633579923414,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8089887640449438,0.7762380357885975,0.02635879842322562,111,0.9719101123595506,0.9553072625698324,0.9720670391061452,0.9664281380118428,0.007863907402323615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,120,
396,0.19423015912373862,0.0015962239350412486,0.01511089007059733,0.00011463154924839028,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7444444444444445,0.7865168539325843,0.8089887640449438,0.7799833541406574,0.026752037465349328,92,0.9775280898876404,0.9553072625698324,0.9720670391061452,0.9683007971878727,0.00945444252938532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,130,
397,0.20940105120340982,0.0017197391343902334,0.016159534454345703,5.494638803550065e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.7666666666666667,0.7865168539325843,0.8089887640449438,0.7873907615480649,0.017288970810208998,71,0.9775280898876404,0.9553072625698324,0.9720670391061452,0.9683007971878727,0.00945444252938532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,140,
398,0.2244075139363607,0.0028269405125163553,0.01757216453552246,0.000261496457047529,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.8089887640449438,0.7836870578443612,0.021905596724631823,79,0.9719101123595506,0.9608938547486033,0.9720670391061452,0.9682903354047664,0.005230493990290327,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,150,
399,0.2409982681274414,0.0017856642547579584,0.01810630162556966,0.00024705981380190433,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.8089887640449438,0.783645443196005,0.018262241243980484,80,0.9719101123595506,0.9608938547486033,0.9664804469273743,0.9664281380118428,0.004497520435726887,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,160,
400,0.25544508298238117,0.001214035541413596,0.019991079966227215,0.0009394482744998788,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.7666666666666667,0.7752808988764045,0.8089887640449438,0.783645443196005,0.018262241243980484,80,0.9719101123595506,0.9608938547486033,0.9776536312849162,0.9701525327976901,0.006954103911791389,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,170,
401,0.2680508295694987,0.0027325101402069945,0.020742177963256836,0.0005272482276648283,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.7555555555555555,0.7865168539325843,0.797752808988764,0.7799417394923013,0.017843320818609214,97,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,180,
402,0.28568530082702637,0.003001798267241869,0.021241188049316406,0.0002609178103290544,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.7333333333333333,0.7752808988764045,0.8089887640449438,0.7725343320848937,0.030947199882972683,133,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,190,
403,0.29667051633199054,0.0022635675811023557,0.02196669578552246,0.0002516210390994408,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8089887640449438,0.7762380357885975,0.02635879842322562,111,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,200,
404,0.3145248095194499,0.004252376200675036,0.024235089619954426,0.0005058243808105532,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.8089887640449438,0.7762380357885975,0.02635879842322562,111,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,210,
405,0.3289955457051595,0.00020946573450188226,0.0250552495320638,0.001089781504232108,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,220,
406,0.3406496047973633,0.0017300717436854161,0.025332212448120117,0.00038584588195058754,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9719101123595506,0.9664804469273743,0.9720670391061452,0.9701525327976901,0.0025973470413967214,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,230,
407,0.3554693063100179,0.0002195148858961027,0.026896556218465168,0.0006536238666557835,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.7555555555555555,0.7752808988764045,0.797752808988764,0.7761964211402413,0.01723911608500257,118,0.9662921348314607,0.9664804469273743,0.9720670391061452,0.9682798736216601,0.0026790336773450615,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,240,
408,0.01525584856669108,0.00010552840715420815,0.0023393630981445312,6.290034606552283e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7,0.7752808988764045,0.7640449438202247,0.7464419475655432,0.03315823217811442,197,0.8651685393258427,0.8547486033519553,0.8603351955307262,0.8600841127361748,0.0042576244043102856,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,10,
409,0.029934485753377277,0.00037358065415315974,0.0035469532012939453,0.00011736508223334151,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7752808988764045,0.7575530586766542,0.01772959847797928,169,0.8820224719101124,0.88268156424581,0.8938547486033519,0.8861862615864248,0.005429111070474845,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,20,
410,0.04423713684082031,0.00019906823474662367,0.004660844802856445,0.00016841500959335028,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,183,0.8651685393258427,0.88268156424581,0.8603351955307262,0.869395099700793,0.009599927365695487,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,30,
411,0.058993260065714516,0.0002453277620548817,0.005607446034749349,4.50782782424864e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7640449438202247,0.7612151477320017,0.004001936006715374,163,0.8707865168539326,0.8938547486033519,0.8212290502793296,0.8619567719122047,0.03029957437616302,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,40,
412,0.07437491416931152,0.0017159055644145743,0.006705840428670247,1.2677851742178136e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7333333333333333,0.7640449438202247,0.7640449438202247,0.7538077403245942,0.014477592024293872,183,0.8651685393258427,0.8994413407821229,0.8212290502793296,0.8619463101290984,0.03201122373137894,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,50,
413,0.08859769503275554,0.0011413851217173536,0.007655541102091472,0.00010152961871974995,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7444444444444445,0.7752808988764045,0.7752808988764045,0.7650020807324177,0.014536444024392605,154,0.8707865168539326,0.8994413407821229,0.8435754189944135,0.8712677588768231,0.022809705532383415,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,60,
414,0.10172335306803386,0.0003842375761743582,0.009602785110473633,0.001198125658336834,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7333333333333333,0.7752808988764045,0.7752808988764045,0.7612983770287141,0.01977427203318188,158,0.8595505617977528,0.8938547486033519,0.8435754189944135,0.8656602431318393,0.02097615949888719,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,70,
415,0.11797722180684407,0.002442870551038675,0.009941657384236654,0.0002533886915376124,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.7865168539325843,0.7687057844361216,0.013062492761923254,148,0.8651685393258427,0.888268156424581,0.8435754189944135,0.8656707049149457,0.018249188520034425,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,80,
416,0.1314395268758138,0.0014307500896302925,0.010738452275594076,0.00011637404899652582,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.7752808988764045,0.7612151477320016,0.010008993413501012,166,0.8651685393258427,0.8994413407821229,0.8491620111731844,0.8712572970937167,0.020973117314758833,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,90,
417,0.1462268829345703,0.0010062378291340538,0.011681874593098959,0.00012511749286665233,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7555555555555555,0.7528089887640449,0.797752808988764,0.7687057844361215,0.02056993167719038,150,0.8595505617977528,0.8994413407821229,0.8268156424581006,0.8619358483459921,0.029697252490209523,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,100,
418,0.15996638933817545,0.00012404203781269857,0.01266042391459147,0.00017308075895046095,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7555555555555555,0.7640449438202247,0.797752808988764,0.7724511027881814,0.018223605219102046,139,0.8539325842696629,0.8938547486033519,0.8268156424581006,0.8582009917770383,0.027534522756899608,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,110,
419,0.17473888397216797,0.002209749113466311,0.01405183474222819,0.0006220550246434724,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7865168539325843,0.7538077403245943,0.023372173630634856,178,0.8539325842696629,0.8938547486033519,0.8268156424581006,0.8582009917770383,0.027534522756899608,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,120,
420,0.18931039174397787,0.0017717311418470234,0.014977455139160156,8.816997141326903e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7752808988764045,0.7575114440282978,0.013020664207784305,172,0.8595505617977528,0.8938547486033519,0.8212290502793296,0.8582114535601448,0.029664433501158667,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,130,
421,0.2028827667236328,0.0026781534900279192,0.016037702560424805,8.774473157857316e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7865168539325843,0.7612567623803579,0.018185077569970846,160,0.8595505617977528,0.8938547486033519,0.8212290502793296,0.8582114535601448,0.029664433501158667,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,140,
422,0.2175579865773519,0.0009771150512902257,0.017447153727213543,0.00030325533264118526,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7333333333333333,0.7415730337078652,0.7865168539325843,0.7538077403245943,0.023372173630634856,178,0.8595505617977528,0.8994413407821229,0.8212290502793296,0.8600736509530685,0.03193217617724209,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,150,
423,0.2306532065073649,0.0024465080776111072,0.018887440363566082,0.001351486342236742,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7444444444444445,0.7528089887640449,0.7640449438202247,0.753766125676238,0.008030441135516873,187,0.8595505617977528,0.8994413407821229,0.8212290502793296,0.8600736509530685,0.03193217617724209,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,160,
424,0.24791701634724936,0.004503538796606158,0.019106705983479817,0.00019936644016089268,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7640449438202247,0.7425301706200583,0.018398099128334153,212,0.8651685393258427,0.8938547486033519,0.8212290502793296,0.8600841127361747,0.029866498060226464,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,170,
425,0.2604184150695801,0.0014309395441018163,0.020273526509602863,0.00019887085536131753,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7752808988764045,0.7462754889721182,0.02297181360856267,202,0.8651685393258427,0.8938547486033519,0.8379888268156425,0.8656707049149457,0.022809931053626276,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,180,
426,0.2762405077616374,0.004422305163340231,0.02173169453938802,0.0006890107280199268,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7752808988764045,0.7425301706200583,0.027555622625597073,212,0.8595505617977528,0.8938547486033519,0.8268156424581006,0.8600736509530685,0.027371099781666002,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,190,
427,0.2883078257242839,0.0012896298351098053,0.022526899973551433,0.00019540535536463312,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7865168539325843,0.7462754889721182,0.03213550940259877,202,0.8595505617977528,0.8938547486033519,0.8324022346368715,0.861935848345992,0.02514451646168639,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,200,
428,0.30527909596761066,0.005263284194472373,0.02308313051859538,0.0002849948385805899,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7444444444444445,0.6966292134831461,0.7752808988764045,0.7387848522679983,0.032357844401863275,220,0.8595505617977528,0.8938547486033519,0.8324022346368715,0.861935848345992,0.02514451646168639,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,210,
429,0.3201868534088135,0.0021806518771136808,0.02601138750712077,0.0013880546667192173,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7444444444444445,0.6853932584269663,0.7865168539325843,0.7387848522679984,0.04147705092135271,218,0.8651685393258427,0.8994413407821229,0.8268156424581006,0.863808507522022,0.029664909451443663,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,220,
430,0.3329776922861735,0.0031685064703001584,0.025906721750895183,0.00033257140452194896,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7444444444444445,0.7191011235955056,0.7865168539325843,0.7500208073241782,0.02780338158624213,193,0.8651685393258427,0.8938547486033519,0.8324022346368715,0.863808507522022,0.025106309075352235,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,230,
431,0.3473399480183919,0.0011991520146480705,0.026859760284423828,0.00056965302093181,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7444444444444445,0.7078651685393258,0.7865168539325843,0.7462754889721182,0.03213550940259877,202,0.8651685393258427,0.888268156424581,0.8324022346368715,0.8619463101290984,0.022920694798149607,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,240,
432,0.015205860137939453,5.42634959489566e-05,0.0024133523305257163,3.69978384997244e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.6888888888888889,0.7303370786516854,0.7415730337078652,0.7202663337494798,0.022656414926619083,255,0.8146067415730337,0.8268156424581006,0.7877094972067039,0.8097106270792794,0.016336086882681886,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,10,
433,0.029285748799641926,0.00011151846211587,0.003452142079671224,1.868237735611341e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6777777777777778,0.7078651685393258,0.7191011235955056,0.7015813566375364,0.017445523712511138,326,0.8033707865168539,0.8156424581005587,0.7877094972067039,0.8022409139413722,0.01143153635349814,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,20,
434,0.045503854751586914,0.0013659127255853487,0.004709005355834961,0.0001456747273538894,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.6888888888888889,0.7303370786516854,0.7528089887640449,0.7240116521015397,0.026475813588927356,245,0.8258426966292135,0.8268156424581006,0.7821229050279329,0.8115937480384156,0.02084281805495404,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,30,
435,0.05907750129699707,0.0006265858291265838,0.005547523498535156,0.00014632854911389364,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.6666666666666666,0.7415730337078652,0.7303370786516854,0.7128589263420725,0.03298338280555036,275,0.8258426966292135,0.8547486033519553,0.7988826815642458,0.826491327181805,0.022811778324554714,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,40,
436,0.07245516777038574,0.0003362084089705335,0.006644487380981445,4.7269853016412216e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7222222222222222,0.7078651685393258,0.7415730337078652,0.723886808156471,0.013811424698523622,248,0.8258426966292135,0.8547486033519553,0.7988826815642458,0.826491327181805,0.022811778324554714,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,50,
437,0.08606942494710286,0.0004156938215512074,0.007630825042724609,1.1879531187092333e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.6777777777777778,0.6853932584269663,0.7415730337078652,0.7015813566375364,0.0284487792655811,326,0.8258426966292135,0.8491620111731844,0.8044692737430168,0.826491327181805,0.01825149739876688,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,60,
438,0.10256354014078777,0.002772454014309136,0.009034315745035807,0.0003492646018901564,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.6966292134831461,0.7415730337078652,0.7053266749895964,0.026760581051096726,306,0.8146067415730337,0.8435754189944135,0.8044692737430168,0.8208838114368214,0.01657053315702277,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,70,
439,0.11478845278422038,0.0022369145872556196,0.00963282585144043,2.7192960268311438e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7,0.6629213483146067,0.7303370786516854,0.697752808988764,0.027568189093000687,346,0.8258426966292135,0.8435754189944135,0.7988826815642458,0.8227669323959576,0.01837490025305189,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,80,
440,0.12813782691955566,0.0010048686093158375,0.010647217432657877,9.882794416243117e-06,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7111111111111111,0.6741573033707865,0.7191011235955056,0.7014565126924678,0.01957711584251574,335,0.8314606741573034,0.8435754189944135,0.7988826815642458,0.8246395915719876,0.01887247679341977,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,90,
441,0.1444868246714274,0.001586966279385265,0.01210323969523112,0.0001854257315480916,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7191011235955056,0.7089055347482315,0.016674444868621855,291,0.8370786516853933,0.8491620111731844,0.7988826815642458,0.8283744481409411,0.021429343060213973,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,100,
442,0.1571981112162272,0.0007827965256338508,0.013604482014973959,0.0010308878660478227,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,110,
443,0.17143853505452475,0.0005101027888508135,0.013793547948201498,5.191263068318915e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7222222222222222,0.6966292134831461,0.7303370786516854,0.7163961714523511,0.014364590590173273,268,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,120,
444,0.1877411206563314,0.0005569937795464755,0.014983018239339193,0.00024781776039882176,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7111111111111111,0.6966292134831461,0.7191011235955056,0.7089471493965877,0.009300850633174505,288,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,130,
445,0.2009561856587728,0.0012422572336654844,0.016068379084269207,0.00016174392473843678,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,140,
446,0.21344168980916342,0.0004746095094536626,0.016736825307210285,0.00020161298090381067,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8435754189944135,0.7877094972067039,0.8190425376101103,0.0233085381539532,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,150,
447,0.22834006945292154,0.0012828760938660398,0.0187073548634847,0.0008296542306019045,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8426966292134831,0.8435754189944135,0.7932960893854749,0.8265227125311237,0.02349750954345298,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,160,
448,0.2433915932973226,0.0009603059256717578,0.01919134457906087,0.0003816096393648357,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.6888888888888889,0.6741573033707865,0.7303370786516854,0.6977944236371204,0.023784073095484748,342,0.8314606741573034,0.8435754189944135,0.7932960893854749,0.8227773941790639,0.021425098364090685,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,170,
449,0.25914518038431805,0.0026352623612820895,0.020636796951293945,0.00013010709607823436,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7415730337078652,0.7126508531002913,0.02834229471269182,282,0.8314606741573034,0.8324022346368715,0.7932960893854749,0.8190529993932166,0.018216941636735637,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,180,
450,0.2727785110473633,0.0022020284293445664,0.02124325434366862,0.0001154688415868614,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7303370786516854,0.7089055347482315,0.024793042190811427,291,0.8258426966292135,0.8379888268156425,0.7932960893854749,0.8190425376101103,0.018868701011009265,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,190,
451,0.2872820695241292,0.005101712095760167,0.022333145141601562,7.116731353725928e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7415730337078652,0.7163961714523511,0.023302345208625255,268,0.8314606741573034,0.8379888268156425,0.7877094972067039,0.8190529993932166,0.022322866322369815,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,200,
452,0.2983115514119466,0.00210283105625591,0.02330501874287923,0.00024182816836833403,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8314606741573034,0.8379888268156425,0.7877094972067039,0.8190529993932166,0.022322866322369815,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,210,
453,0.3144700527191162,0.002999203406783596,0.024099349975585938,0.00016184963483454777,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7222222222222222,0.6853932584269663,0.7191011235955056,0.7089055347482315,0.016674444868621855,291,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,220,
454,0.32621153195699054,0.000590342707719046,0.02534770965576172,0.00018576494935497668,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.7191011235955056,0.7051602163961714,0.02195936817858702,313,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,230,
455,0.34421753883361816,0.003731757963359066,0.026912689208984375,0.0005443103993293651,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7222222222222222,0.6966292134831461,0.7191011235955056,0.7126508531002913,0.01140043906100932,282,0.8370786516853933,0.8379888268156425,0.7877094972067039,0.8209256585692466,0.023490311995072694,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,240,
456,0.01527714729309082,0.00016434161124251524,0.002410332361857096,2.366183450278619e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6666666666666666,0.6404494382022472,0.6966292134831461,0.6679151061173533,0.022952280038514662,477,0.7303370786516854,0.7486033519553073,0.770949720670391,0.7499633837591279,0.016607908514027006,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,10,
457,0.02915334701538086,3.849260391329511e-05,0.0035005410512288413,4.892379193857717e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6888888888888889,0.651685393258427,0.7191011235955056,0.6865584685809405,0.02757164386743741,452,0.7696629213483146,0.7541899441340782,0.770949720670391,0.7649341953842613,0.007615473910362549,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,20,
458,0.04421130816141764,0.0010077057576199499,0.004514853159586589,3.515055026922596e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7653631284916201,0.776536312849162,0.7667754692109723,0.007460256381263924,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,30,
459,0.05830677350362142,0.0006587427343768225,0.005704641342163086,9.463886276259308e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6777777777777778,0.6741573033707865,0.7303370786516854,0.6940907199334166,0.025672629380762528,353,0.7584269662921348,0.7653631284916201,0.7988826815642458,0.774224258782667,0.017664577494158732,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,40,
460,0.07119639714558919,0.00012878345801102035,0.006843884785970052,0.0004069199315544184,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6777777777777778,0.6629213483146067,0.7303370786516854,0.6903454015813567,0.02892149201167002,363,0.7584269662921348,0.7653631284916201,0.7821229050279329,0.768637666603896,0.009947070859612711,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,50,
461,0.0846417744954427,0.00030831092100993277,0.008589744567871094,0.001220510341526122,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7415730337078652,0.6903454015813567,0.03775717020154875,363,0.7584269662921348,0.7653631284916201,0.7988826815642458,0.774224258782667,0.017664577494158732,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,60,
462,0.09918498992919922,0.00037855064593940896,0.00865777333577474,2.6561537063179026e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7191011235955056,0.6828547648772368,0.027755504231611185,456,0.7640449438202247,0.7653631284916201,0.7932960893854749,0.7742347205657732,0.01348916203642753,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,70,
463,0.11298068364461263,0.0004940067223225906,0.00959014892578125,6.162678311043729e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7486033519553073,0.7877094972067039,0.7649132718180486,0.016610774989695872,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,80,
464,0.12970860799153647,0.003046390228356501,0.013523499170939127,0.001572242003634752,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7541899441340782,0.7877094972067039,0.7667754692109723,0.014903315856692677,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,90,
465,0.14124615987141928,0.000440392281828246,0.011797507603963217,0.0001329059492875666,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7597765363128491,0.7988826815642458,0.7704894022137133,0.020277580623589267,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,100,
466,0.1565087636311849,0.00297911938764633,0.013160467147827148,0.00036813697001622037,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7486033519553073,0.7877094972067039,0.7649132718180486,0.016610774989695872,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,110,
467,0.1707948843638102,0.0005294141798567166,0.0139314333597819,0.000263597830475887,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7541899441340782,0.7821229050279329,0.7667859309940787,0.011567118168608441,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,120,
468,0.18569111824035645,0.00020439551227730452,0.014950275421142578,0.00026144689030357514,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7597765363128491,0.776536312849162,0.7667859309940787,0.007111365804223067,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,130,
469,0.1978592872619629,0.001946616122807902,0.015862464904785156,0.0002656480165078431,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7541899441340782,0.770949720670391,0.7630615362082315,0.006877395111778875,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,140,
470,0.2107382615407308,7.598569641214437e-05,0.017536640167236328,0.0013748416959479784,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7597765363128491,0.7877094972067039,0.770510325779926,0.012285857695958864,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,150,
471,0.22762680053710938,0.003697635354879977,0.018279393513997395,0.0006293223980483148,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7696629213483146,0.7597765363128491,0.7821229050279329,0.7705207875630321,0.009143011885929938,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,160,
472,0.2402979532877604,0.0028266454426661156,0.01867214838663737,0.0001367071333269666,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7640449438202247,0.7486033519553073,0.776536312849162,0.7630615362082315,0.011424765321379688,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,170,
473,0.2523834705352783,0.0014318463269942237,0.01994005839029948,0.00016510428743379634,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7541899441340782,0.7653631284916201,0.7593266796392778,0.004605585395450112,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,180,
474,0.2688021659851074,0.0028682884575643537,0.021892865498860676,0.0009859034686518274,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7528089887640449,0.7541899441340782,0.776536312849162,0.7611784152490951,0.010874297631084441,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,190,
475,0.2825616995493571,0.003918095964030801,0.023055076599121094,0.0006958828842005805,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.770949720670391,0.763051074425125,0.005612295679493624,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,200,
476,0.29955005645751953,0.004418624693329604,0.02463809649149577,0.0021222309929446598,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.770949720670391,0.763051074425125,0.005612295679493624,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,210,
477,0.3106980323791504,0.003414989686397961,0.0248568852742513,0.0010420965693450047,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7597765363128491,0.7653631284916201,0.7611888770322014,0.003002622880643698,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,220,
478,0.3261408805847168,0.00438752942589365,0.025379657745361328,6.11811991708581e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.770949720670391,0.7653631284916201,0.7649132718180486,0.005122279608052225,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,230,
479,0.335385004679362,0.0012846378649690566,0.02634716033935547,8.383727537401792e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.6777777777777778,0.651685393258427,0.7303370786516854,0.6866000832292967,0.03270980188373662,380,0.7584269662921348,0.7653631284916201,0.7597765363128491,0.7611888770322014,0.003002622880643698,RandomForestClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,240,
0,0.05392313003540039,0.0013744614721571003,0.005758126576741536,5.901179588636709e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.6,0.7415730337078652,0.6179775280898876,0.653183520599251,0.0629302651074404,16,0.7584269662921348,0.7374301675977654,0.6759776536312849,0.7239449291737282,0.03498438728991823,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,
1,0.07006406784057617,0.0006147341232923751,0.007186174392700195,0.00011945809784231984,42,"{'n_estimators': 40, 'random_state': 42}",0.5333333333333333,0.6404494382022472,0.5955056179775281,0.5897627965043695,0.043918105449624205,22,0.702247191011236,0.7541899441340782,0.7094972067039106,0.7219781139497417,0.022968706025872282,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,
2,0.08674248059590657,0.0001829945387746555,0.00864426294962565,2.139783687638495e-05,42,"{'n_estimators': 50, 'random_state': 42}",0.6555555555555556,0.6629213483146067,0.5280898876404494,0.6155222638368706,0.06189711372515258,21,0.8089887640449438,0.7374301675977654,0.6927374301675978,0.746385453936769,0.04787999597692618,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,
3,0.10865171750386556,0.0011563749129888646,0.010875225067138672,0.0005013990145023795,42,"{'n_estimators': 60, 'random_state': 42}",0.5888888888888889,0.6853932584269663,0.7078651685393258,0.660715771951727,0.05161119086604154,13,0.7247191011235955,0.7486033519553073,0.7877094972067039,0.7536773167618689,0.025964801030374303,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,
4,0.12225731213887532,0.0005089089606585161,0.011722405751546225,0.0001251568611004047,42,"{'n_estimators': 70, 'random_state': 42}",0.6,0.6741573033707865,0.6629213483146067,0.6456928838951311,0.0326337391921977,17,0.7247191011235955,0.7039106145251397,0.7597765363128491,0.7294687506538615,0.023053122453627024,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,
5,0.14229361216227213,0.00300139088067434,0.013546307881673178,0.0002717091415920638,42,"{'n_estimators': 80, 'random_state': 42}",0.6,0.6292134831460674,0.6292134831460674,0.6194756554307116,0.013771368023108794,20,0.7415730337078652,0.6815642458100558,0.7486033519553073,0.7239135438244094,0.030082704060600228,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,
6,0.15833250681559244,0.0006620153229897353,0.014747858047485352,0.00017045122108707032,42,"{'n_estimators': 90, 'random_state': 42}",0.7111111111111111,0.6404494382022472,0.7415730337078652,0.6977111943404078,0.04235692559737461,1,0.8707865168539326,0.664804469273743,0.8324022346368715,0.7893310735881823,0.08943710887878496,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,
7,0.17795968055725098,0.0020718843486139,0.017369588216145832,0.0009879005391882395,42,"{'n_estimators': 100, 'random_state': 42}",0.7222222222222222,0.6404494382022472,0.6179775280898876,0.6602163961714523,0.04479425955933224,14,0.8820224719101124,0.6703910614525139,0.7486033519553073,0.7670056284393111,0.08737255979582843,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,
8,0.19530653953552246,0.0048476310576186215,0.01828281084696452,0.0012656439186920442,42,"{'n_estimators': 110, 'random_state': 42}",0.6666666666666666,0.6292134831460674,0.6404494382022472,0.6454431960049938,0.015692640561768445,18,0.8089887640449438,0.6480446927374302,0.7430167597765364,0.7333500721863034,0.06605973134966507,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,
9,0.21048823992411295,0.0006800490979266555,0.019187768300374348,5.4196877792652205e-05,42,"{'n_estimators': 120, 'random_state': 42}",0.6111111111111112,0.6292134831460674,0.6292134831460674,0.6231793591344154,0.008533540014319519,19,0.7865168539325843,0.6703910614525139,0.7430167597765364,0.7333082250538782,0.047902621046082554,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,
10,0.22914600372314453,0.0027048988873100235,0.020882050196329754,0.0001592171259164656,42,"{'n_estimators': 130, 'random_state': 42}",0.7222222222222222,0.6404494382022472,0.6292134831460674,0.6639617145235123,0.04145098904722462,10,0.898876404494382,0.6927374301675978,0.7374301675977654,0.7763480007532483,0.08854101681240982,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,
11,0.2466448942820231,0.002284960378953537,0.02350155512491862,0.0012299080447603125,42,"{'n_estimators': 140, 'random_state': 42}",0.7,0.7303370786516854,0.6067415730337079,0.6790262172284645,0.05259205849461524,6,0.8539325842696629,0.7262569832402235,0.7150837988826816,0.7650911221308561,0.06298578706551027,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,
12,0.26336010297139484,0.0008200390844401059,0.02522873878479004,0.001970144380555093,42,"{'n_estimators': 150, 'random_state': 42}",0.7222222222222222,0.6404494382022472,0.6292134831460674,0.6639617145235123,0.04145098904722462,10,0.848314606741573,0.7150837988826816,0.7374301675977654,0.7669428577406733,0.058257252482912275,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,
13,0.28287490208943683,0.001971353707711997,0.025494893391927082,0.00045046628803369824,42,"{'n_estimators': 160, 'random_state': 42}",0.7333333333333333,0.6966292134831461,0.6292134831460674,0.6863920099875157,0.04311872023698357,2,0.9044943820224719,0.7262569832402235,0.7430167597765364,0.7912560416797438,0.0803633988831085,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,
14,0.2989325523376465,0.004544532957868858,0.026638587315877277,0.00038795630280064205,42,"{'n_estimators': 170, 'random_state': 42}",0.7333333333333333,0.6292134831460674,0.6179775280898876,0.660174781523096,0.051933880712142,15,0.8820224719101124,0.6983240223463687,0.7430167597765364,0.7744544180110058,0.07821988178411463,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,
15,0.31476593017578125,0.0006548469409295533,0.02848704655965169,0.0010016798140699355,42,"{'n_estimators': 180, 'random_state': 42}",0.7222222222222222,0.6404494382022472,0.651685393258427,0.6714523512276322,0.03619158762393652,8,0.8651685393258427,0.6927374301675978,0.7597765363128491,0.7725608352687633,0.07097276743573919,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,
16,0.3343900839487712,0.00303081932900862,0.02943865458170573,0.00010219906940393913,42,"{'n_estimators': 190, 'random_state': 42}",0.7222222222222222,0.6292134831460674,0.651685393258427,0.6677070328755722,0.039624706839296774,9,0.8595505617977528,0.6983240223463687,0.7486033519553073,0.7688259786998096,0.06735584721068034,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,
17,0.3541387716929118,0.003247026239947065,0.03215750058492025,0.0009545020709966417,42,"{'n_estimators': 200, 'random_state': 42}",0.7222222222222222,0.6404494382022472,0.6292134831460674,0.6639617145235123,0.04145098904722462,10,0.8764044943820225,0.6759776536312849,0.7430167597765364,0.7651329692632812,0.08330496049606557,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,
18,0.3689720630645752,0.00397081987549529,0.03246315320332845,0.0001818554371973828,42,"{'n_estimators': 210, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.651685393258427,0.6826883062838119,0.029421585818278168,4,0.8876404494382022,0.7039106145251397,0.7653631284916201,0.7856380641516539,0.07636520944910792,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,
19,0.3879969120025635,0.0063929843604377794,0.03411324818929037,0.0005094011558785797,42,"{'n_estimators': 220, 'random_state': 42}",0.7111111111111111,0.6629213483146067,0.651685393258427,0.6752392842280482,0.025776638576463586,7,0.8651685393258427,0.6871508379888268,0.7597765363128491,0.7706986378758396,0.07308463004965753,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,
20,0.4007720152537028,0.0011788860105181685,0.035816351572672524,0.0006068261453529111,42,"{'n_estimators': 230, 'random_state': 42}",0.7222222222222222,0.6741573033707865,0.651685393258427,0.6826883062838119,0.029421585818278168,4,0.8651685393258427,0.6927374301675978,0.7430167597765364,0.7669742430899923,0.07240438571625124,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,
21,0.4183478355407715,0.0022007436731775144,0.03804167111714681,0.0015359676315330332,42,"{'n_estimators': 240, 'random_state': 42}",0.7444444444444445,0.6629213483146067,0.651685393258427,0.6863503953391593,0.04133401002880136,3,0.8932584269662921,0.6983240223463687,0.7541899441340782,0.781924131148913,0.08196236686496787,AdaBoostClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,
0,0.13562424977620444,0.0009930854837080548,0.0015440781911214192,2.4960298527568013e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.7888888888888889,0.7752808988764045,0.7528089887640449,0.7723262588431128,0.014876989425494811,66,0.9719101123595506,0.9217877094972067,0.9553072625698324,0.9496683614755299,0.020847249560190118,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.05
1,0.1807394822438558,0.0011334590153182931,0.0016287167867024739,1.088110865452754e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.7777777777777778,0.797752808988764,0.7865168539325843,0.7873491468997087,0.008175981150390527,65,0.9943820224719101,0.9720670391061452,0.9776536312849162,0.9813675642876571,0.009481019439393182,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.05
2,0.22720551490783691,0.0015338294576040241,0.0016945997873942058,8.318527143354442e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.7777777777777778,0.8089887640449438,0.7865168539325843,0.7910944652517687,0.013146540989539152,64,1.0,0.9832402234636871,0.9888268156424581,0.9906890130353817,0.006967704630863963,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.05
3,0.2751249472300212,0.002416051507351246,0.0019112428029378254,0.00013479745001757751,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.7865168539325843,0.8134415314190595,0.022994418623684103,51,1.0,0.9832402234636871,0.994413407821229,0.9925512104283053,0.006967704630863963,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.05
4,0.3181362946828206,0.003137711852588548,0.0019006729125976562,2.1711368561341175e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.8111111111111111,0.8426966292134831,0.7865168539325843,0.8134415314190595,0.022994418623684103,51,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.05
5,0.3669442335764567,0.005098390441245012,0.0019478797912597656,4.966093606341927e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.8111111111111111,0.8651685393258427,0.797752808988764,0.8246774864752392,0.02914624137701402,32,1.0,1.0,0.994413407821229,0.9981378026070763,0.0026335448088884686,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.05
6,0.4080105622609456,0.0032833746753643525,0.002042690912882487,8.14490195019421e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.8,0.8426966292134831,0.797752808988764,0.8134831460674157,0.020677413845456547,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.05
7,0.4570884704589844,0.00265656125520841,0.002176364262898763,0.0002270621520912263,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.8,0.8426966292134831,0.797752808988764,0.8134831460674157,0.020677413845456547,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.05
8,0.49930516878763836,0.0014819521144710857,0.0021213690439860025,2.518249020017743e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.7888888888888889,0.8426966292134831,0.797752808988764,0.809779442363712,0.023555581963536097,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.05
9,0.5417699019114176,0.002848341322433735,0.0021750926971435547,5.5646099584999266e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.7888888888888889,0.8539325842696629,0.797752808988764,0.813524760715772,0.02880088451368618,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.05
10,0.5892945130666097,0.002902355127494904,0.0022771358489990234,3.171833417144025e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.7888888888888889,0.8426966292134831,0.797752808988764,0.809779442363712,0.023555581963536097,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.05
11,0.6348875363667806,0.004810084405709431,0.002309083938598633,7.040416269413662e-06,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.7666666666666667,0.8426966292134831,0.797752808988764,0.8023720349563046,0.03121048688739066,63,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.05
12,0.6860082149505615,0.00032211523578197,0.0023599465688069663,9.82107709297868e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.7777777777777778,0.8426966292134831,0.797752808988764,0.8060757386600083,0.027148574998418773,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.05
13,0.7303488254547119,0.002322649772891525,0.0023787816365559897,4.955449855116853e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.7777777777777778,0.8426966292134831,0.797752808988764,0.8060757386600083,0.027148574998418773,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.05
14,0.7687532901763916,0.007732707666754357,0.0023804505666097007,2.0024637537668382e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.7888888888888889,0.8426966292134831,0.797752808988764,0.809779442363712,0.023555581963536097,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.05
15,0.8146902720133463,0.0014183696117090407,0.0024869441986083984,3.2789273007087586e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.7888888888888889,0.8426966292134831,0.797752808988764,0.809779442363712,0.023555581963536097,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.05
16,0.8566517035166422,0.0007718222879531405,0.0025523503621419272,5.25929025025029e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.7888888888888889,0.8539325842696629,0.7865168539325843,0.809779442363712,0.031236000518459033,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.05
17,0.9085554281870524,0.002626303392963552,0.0026092529296875,2.673904490499321e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.7888888888888889,0.8539325842696629,0.7865168539325843,0.809779442363712,0.031236000518459033,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.05
18,0.9538563887278239,0.005465371157643984,0.0027659734090169272,0.00011579263840096944,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.8,0.8651685393258427,0.7865168539325843,0.8172284644194757,0.034342751719393695,47,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.05
19,1.0012781620025635,0.006597022791366575,0.002712726593017578,4.8936054656875373e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.8,0.8764044943820225,0.7865168539325843,0.8209737827715357,0.03958005936666039,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.05
20,1.045944054921468,0.0007776953684205486,0.002734661102294922,2.1747991643701185e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.8,0.8764044943820225,0.797752808988764,0.8247191011235956,0.036558604769775085,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.05
21,1.095147927602132,0.0026307616193250176,0.0028284390767415366,4.4442883061674123e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.8,0.8764044943820225,0.797752808988764,0.8247191011235956,0.036558604769775085,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.05
22,0.13694278399149576,0.0001277273006173137,0.001626729965209961,8.487589796096707e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.7888888888888889,0.8202247191011236,0.8089887640449438,0.806034124011652,0.012962278273699892,62,1.0,0.994413407821229,0.994413407821229,0.9962756052141527,0.0026335448088884686,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.1
23,0.179854949315389,0.00039746478717479056,0.0016391277313232422,1.1470552160052436e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.7888888888888889,0.8764044943820225,0.797752808988764,0.8210153974198917,0.03933282188871851,41,1.0,1.0,0.994413407821229,0.9981378026070763,0.0026335448088884686,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.1
24,0.22750512758890787,0.002895435405314705,0.0017313162485758464,5.924860261159198e-06,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.7777777777777778,0.8764044943820225,0.8089887640449438,0.821057012068248,0.041158549252028546,37,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.1
25,0.27305372556050617,0.0022609792651133802,0.0018066565195719402,2.5792095979051553e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.7666666666666667,0.8651685393258427,0.797752808988764,0.8098626716604245,0.041114809252352426,53,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.1
26,0.3180653254191081,0.002821821934305744,0.0018636385599772136,5.791505245429956e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.7888888888888889,0.8651685393258427,0.797752808988764,0.8172700790678319,0.0340620917463038,46,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.1
27,0.36773522694905597,0.0009233025433181,0.0019516944885253906,8.920806376395086e-06,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.8,0.8764044943820225,0.797752808988764,0.8247191011235956,0.036558604769775085,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.1
28,0.4144604206085205,0.004935319968540946,0.0020307699839274087,8.386243370547667e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.8111111111111111,0.8876404494382022,0.797752808988764,0.8321681231793591,0.03960214888381375,16,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.1
29,0.45894893010457355,0.006268508612791948,0.0020352999369303384,1.8781506694311256e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.8,0.8764044943820225,0.797752808988764,0.8247191011235956,0.036558604769775085,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.1
30,0.5016452471415201,0.003265146850148737,0.002149184544881185,4.43323233225714e-05,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.8,0.8764044943820225,0.7865168539325843,0.8209737827715357,0.03958005936666039,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.1
31,0.5527864297231039,0.0018387452348577235,0.002215305964152018,3.622777086906904e-06,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.8,0.8764044943820225,0.7865168539325843,0.8209737827715357,0.03958005936666039,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.1
32,0.5950725078582764,0.003701635246968629,0.0022325515747070312,3.519616000968433e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.7888888888888889,0.8876404494382022,0.7865168539325843,0.8210153974198918,0.04712097766947264,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.1
33,0.63426407178243,0.001680821214837668,0.0023158391316731772,3.597373911141311e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.7888888888888889,0.8876404494382022,0.7865168539325843,0.8210153974198918,0.04712097766947264,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.1
34,0.684985081354777,0.0019443373755453055,0.0024416446685791016,2.661403566951547e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.7888888888888889,0.8876404494382022,0.7865168539325843,0.8210153974198918,0.04712097766947264,38,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.1
35,0.7320053577423096,0.0015879664304493514,0.0024312337239583335,4.286778133753903e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.8,0.8876404494382022,0.7865168539325843,0.8247191011235956,0.04483131987249435,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.1
36,0.7745386759440104,0.0019861269022829757,0.0029380321502685547,0.000514979973234654,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.8,0.8876404494382022,0.797752808988764,0.8284644194756554,0.04185382784928535,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.1
37,0.8252905209859213,0.0017382810927273984,0.002564589182535807,3.473300393786146e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.8,0.8876404494382022,0.797752808988764,0.8284644194756554,0.04185382784928535,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.1
38,0.8606921831766764,0.0012786409563288147,0.0026334126790364585,4.011167728878639e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.8,0.8876404494382022,0.797752808988764,0.8284644194756554,0.04185382784928535,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.1
39,0.9051896731058756,0.0032578847311552283,0.00266265869140625,2.319409657862722e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.8,0.8876404494382022,0.7865168539325843,0.8247191011235956,0.04483131987249435,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.1
40,0.9471699396769205,0.004655606508186109,0.0028351942698160806,0.00014079087577285003,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.8,0.8764044943820225,0.797752808988764,0.8247191011235956,0.036558604769775085,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.1
41,0.9965002536773682,0.0025191538204514547,0.0028356711069742837,5.57040688373127e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.8,0.8764044943820225,0.797752808988764,0.8247191011235956,0.036558604769775085,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.1
42,1.036268949508667,0.002835913750413338,0.0028505325317382812,2.10790430861709e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.8,0.8764044943820225,0.8089887640449438,0.8284644194756554,0.03409679903143384,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.1
43,1.0774455070495605,0.004770507441438957,0.0028983751932779946,1.5793718809453443e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.8,0.8764044943820225,0.8089887640449438,0.8284644194756554,0.03409679903143384,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.1
44,0.1369295914967855,0.003148830019116363,0.0016060670216878254,0.00010052603669942932,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.7666666666666667,0.898876404494382,0.797752808988764,0.8210986267166042,0.05644244323883967,36,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.5
45,0.17982172966003418,0.0010028243115186824,0.0015639464060465496,7.336589029933012e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.7555555555555555,0.898876404494382,0.797752808988764,0.8173949230129005,0.06013637788471225,45,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.5
46,0.22850886980692545,0.001632210067363586,0.0018303394317626953,8.977295881756494e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.7666666666666667,0.898876404494382,0.8202247191011236,0.828589263420724,0.05429750083490168,17,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.5
47,0.2740934689839681,0.002093530906040115,0.0019332567850748699,6.594456578955514e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.7555555555555555,0.8876404494382022,0.8202247191011236,0.8211402413649603,0.053927317961364706,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.5
48,0.31585240364074707,0.0020072197513105548,0.0019073486328125,6.178032213276178e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.7555555555555555,0.8876404494382022,0.8202247191011236,0.8211402413649603,0.053927317961364706,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.5
49,0.35805972417195636,0.0003507166922944299,0.0019110043843587239,3.312006994911329e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.7666666666666667,0.8764044943820225,0.8202247191011236,0.8210986267166044,0.044804542134412914,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.5
50,0.40706634521484375,0.003398369484617658,0.0019679864247639975,1.2796857966022711e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.8876404494382022,0.8202247191011236,0.8248439450686642,0.04949523186407666,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.5
51,0.4548664093017578,0.0010999733061682704,0.0021668275197347007,7.502204280713039e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8202247191011236,0.8359966708281314,0.0462664690910271,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.5
52,0.49989763895670575,0.0019010516004664393,0.0021187464396158853,1.9389097673787407e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.7888888888888889,0.9101123595505618,0.8089887640449438,0.8359966708281314,0.05304622343718973,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.5
53,0.5309089024861654,0.011044413665596269,0.0022852420806884766,4.1740277767209045e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.7888888888888889,0.9101123595505618,0.8089887640449438,0.8359966708281314,0.05304622343718973,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.5
54,0.5450935363769531,0.015650298972103485,0.0021867752075195312,7.403603912637797e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.5
55,0.5583197275797526,0.012129160416196284,0.0023200511932373047,0.00018552775265505528,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.5
56,0.5693521499633789,0.012098729473262645,0.0022852420806884766,8.603971248836638e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.5
57,0.5855844020843506,0.01338670827902378,0.002235889434814453,2.9313529557399734e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.5
58,0.5977153778076172,0.012232795346465307,0.002359628677368164,9.188925467334113e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.5
59,0.6145687103271484,0.010919924080300451,0.002349694569905599,0.0001200652124365008,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.5
60,0.628891388575236,0.00932681898556218,0.0023134549458821616,2.5205052689078998e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.5
61,0.6382370789845785,0.011014689196231482,0.002410252888997396,0.00012999758298186246,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.5
62,0.6553519566853842,0.008803452808820474,0.0024633407592773438,0.0001647544262132685,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.5
63,0.6732962131500244,0.008586518616490006,0.0024678707122802734,0.0001417113183994036,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.5
64,0.6828408241271973,0.011814008202464586,0.0023812452952067056,4.00204048167055e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.5
65,0.6998249689737955,0.016795225566783468,0.00245054562886556,3.2535959698607306e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.7888888888888889,0.898876404494382,0.8089887640449438,0.8322513524760714,0.04782031933989413,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.5
0,0.0023533503214518228,0.0001985644945828489,0.0009253819783528646,5.6532972802612526e-05,42,{'random_state': 42},0.8636363636363636,0.8850574712643678,0.8620689655172413,0.870254266805991,0.010486986567275956,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,,
0,0.04598371187845866,0.04087940896328351,0.002557833989461263,0.00020911083933914916,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8068181818181818,0.7816091954022989,0.7816091954022989,0.7900121908742599,0.011883630161006893,358,0.8563218390804598,0.8457142857142858,0.8742857142857143,0.8587739463601533,0.011792405896350012,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,10,
1,0.0303192933400472,0.0005122767151362973,0.0034938653310139975,5.4422257654331086e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8181818181818182,0.7816091954022989,0.7931034482758621,0.7976314872866598,0.015270156890827573,334,0.8620689655172413,0.8457142857142858,0.8685714285714285,0.8587848932676518,0.009615996838717975,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,20,
2,0.0436100959777832,9.769829792296287e-05,0.004494984944661458,3.522055669440766e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8181818181818182,0.8045977011494253,0.8160919540229885,0.812957157784744,0.005972284291007409,228,0.8448275862068966,0.84,0.88,0.8549425287356321,0.01782758250146327,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,30,
3,0.05693586667378744,0.0006974051768486784,0.005483071009318034,8.89771691903533e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8160919540229885,0.8091692789968651,0.004978299960030791,237,0.8505747126436781,0.8628571428571429,0.8742857142857143,0.8625725232621785,0.009682067821580927,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,40,
4,0.07201782862345378,0.0012173017025853105,0.006437937418619792,0.00012230142390198728,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8160919540229885,0.8091692789968651,0.004978299960030791,237,0.8275862068965517,0.8685714285714285,0.8742857142857143,0.8568144499178981,0.020798732459652275,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,50,
5,0.08816822369893391,0.0018057184714808088,0.0076601505279541016,5.643457244939422e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8160919540229885,0.8053378613723442,0.009443211338952786,282,0.8390804597701149,0.8685714285714285,0.8685714285714285,0.8587411056376574,0.013902176015446518,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,60,
6,0.10011911392211914,0.0009130114476140484,0.008531411488850912,2.8427076430686728e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8160919540229885,0.8091692789968651,0.004978299960030791,237,0.8448275862068966,0.8742857142857143,0.88,0.8663711001642036,0.015411154197044759,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,70,
7,0.11438592274983723,0.0019899087570950124,0.010430653889973959,0.001304073440965609,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8160919540229885,0.8091692789968651,0.004978299960030791,237,0.8448275862068966,0.8742857142857143,0.8857142857142857,0.8682758620689656,0.01722438759244681,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,80,
8,0.12824169794718424,0.0003935043254223453,0.010628223419189453,0.00021236016585051857,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8160919540229885,0.8053378613723442,0.009443211338952786,282,0.8390804597701149,0.8742857142857143,0.8857142857142857,0.866360153256705,0.019845894936841343,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,90,
9,0.14106488227844238,0.000177540056230086,0.011545022328694662,0.00027899234623823425,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8160919540229885,0.8091692789968651,0.004978299960030791,237,0.8505747126436781,0.88,0.8914285714285715,0.8740010946907498,0.017209485622489588,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,100,
10,0.15653061866760254,0.0007349316285263851,0.012584765752156576,7.212292282077055e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,220,0.8448275862068966,0.88,0.8914285714285715,0.8720853858784894,0.019830847913070555,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,110,
11,0.16948652267456055,0.0006043377532340683,0.013731241226196289,0.0001408867546676422,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8160919540229885,0.8130006966213864,0.004371698142132111,220,0.8448275862068966,0.88,0.9028571428571428,0.8758949096880132,0.02386763758883858,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,120,
12,0.18262863159179688,0.00195647495629252,0.015049298604329428,0.0006556152083470264,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8160919540229885,0.8091692789968651,0.004978299960030791,237,0.8390804597701149,0.88,0.9028571428571428,0.8739792008757524,0.02638249221190322,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,130,
13,0.20113420486450195,0.0056017177661832,0.017583608627319336,0.002478098878384366,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8160919540229885,0.8091692789968651,0.004978299960030791,237,0.8390804597701149,0.88,0.8914285714285715,0.8701696770662287,0.022473059950204523,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,140,
14,0.21108118693033853,0.0024721285521995535,0.016664505004882812,0.00017382540343089325,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8448275862068966,0.8742857142857143,0.8971428571428571,0.8720853858784894,0.021414216105202492,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,150,
15,0.22690447171529135,0.0031687036022793416,0.01767579714457194,0.0004325276785594265,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8160919540229885,0.8053378613723442,0.009443211338952786,282,0.8390804597701149,0.8742857142857143,0.8971428571428571,0.8701696770662287,0.023881887403939945,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,160,
16,0.23946992556254068,0.0015225830511053392,0.018680334091186523,0.0001488583730502181,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8390804597701149,0.8742857142857143,0.8914285714285715,0.8682649151614669,0.021790957071263335,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,170,
17,0.2564395268758138,0.0013180619806986169,0.01971713701883952,8.28737707137133e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8160919540229885,0.7977185649599443,0.014168262626113946,329,0.8390804597701149,0.8742857142857143,0.8971428571428571,0.8701696770662287,0.023881887403939945,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,180,
18,0.27097638448079425,0.0027942524314920414,0.02059165636698405,0.0002896723487125866,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8160919540229885,0.7977185649599443,0.014168262626113946,329,0.8333333333333334,0.8685714285714285,0.8857142857142857,0.8625396825396825,0.021805618744221426,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,190,
19,0.28540722529093426,0.003389705711986885,0.021748065948486328,0.000127778716806352,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8160919540229885,0.7977185649599443,0.014168262626113946,329,0.8390804597701149,0.8742857142857143,0.8857142857142857,0.866360153256705,0.019845894936841343,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,200,
20,0.2981170018513997,0.0019027506057044748,0.022688627243041992,0.00025996817558305413,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8160919540229885,0.8053814002089865,0.00844339174610061,251,0.8333333333333334,0.8742857142857143,0.8914285714285715,0.8663492063492063,0.024372187577992678,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,210,
21,0.3184686501820882,0.004655279232759531,0.02382651964823405,0.00016869551755032178,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8390804597701149,0.8742857142857143,0.8914285714285715,0.8682649151614669,0.021790957071263335,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,220,
22,0.32654984792073566,0.00280018993483383,0.026149829228719074,0.0010275525874746511,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8448275862068966,0.8685714285714285,0.8914285714285715,0.8682758620689656,0.01902592048716214,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,230,
23,0.34053246180216473,0.003672612898634349,0.028658946355183918,0.0015244018380992704,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8390804597701149,0.8685714285714285,0.8914285714285715,0.866360153256705,0.02142815130367352,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,240,
24,0.014640887578328451,2.545787497237774e-05,0.002316077550252279,3.897850088423789e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8181818181818182,0.7816091954022989,0.7931034482758621,0.7976314872866598,0.015270156890827573,334,0.8390804597701149,0.8457142857142858,0.8742857142857143,0.8530268199233717,0.015274321671710382,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,10,
25,0.02883116404215495,0.000418865610559932,0.003407160441080729,7.523968913150927e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8181818181818182,0.7931034482758621,0.7931034482758621,0.8014629049111809,0.011822056947737481,314,0.8390804597701149,0.84,0.8514285714285714,0.8435030103995621,0.005616777057886947,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,20,
26,0.042823473612467446,0.0004301120653687763,0.004537105560302734,8.320592077698453e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8181818181818182,0.8045977011494253,0.8045977011494253,0.8091257401602229,0.00640361418002448,244,0.8160919540229885,0.84,0.88,0.8453639846743295,0.026364608017059355,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,30,
27,0.05618119239807129,0.0005920329709915698,0.005412101745605469,0.00010237461695107991,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7954545454545454,0.8160919540229885,0.8045977011494253,0.8053814002089864,0.00844339174610061,259,0.8275862068965517,0.8571428571428571,0.8857142857142857,0.8568144499178981,0.02373182497883699,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,40,
28,0.06980292002360027,0.0005782861954102737,0.006449778874715169,0.00010380390701281733,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8045977011494253,0.8015935214211076,0.01323594955833715,286,0.8160919540229885,0.8685714285714285,0.88,0.854887794198139,0.02782673741082315,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,50,
29,0.08780805269877116,0.002974541395381192,0.007668256759643555,0.0003414775571602156,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.8160919540229885,0.8045977011494253,0.8015935214211076,0.01323594955833715,286,0.8218390804597702,0.8685714285714285,0.88,0.8568035030103996,0.025159970779642698,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,60,
30,0.09786009788513184,0.00015875490974350158,0.008285840352376303,7.43510121766813e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.7727272727272727,0.8275862068965517,0.8045977011494253,0.80163706025775,0.022493698531135593,285,0.8218390804597702,0.8742857142857143,0.8971428571428571,0.8644225506294472,0.03152381315415157,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,70,
31,0.11158235867818196,0.0014557365491084345,0.0095063845316569,0.00012825092633060944,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8045977011494253,0.7977621037965865,0.009666994483306183,325,0.8218390804597702,0.8742857142857143,0.8971428571428571,0.8644225506294472,0.03152381315415157,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,80,
32,0.12767450014750162,0.0024587509973331406,0.010453144709269205,0.0001983330520716685,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8045977011494253,0.7939306861720655,0.008392273114220106,338,0.8218390804597702,0.8742857142857143,0.8914285714285715,0.8625177887246854,0.029603348541808117,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,90,
33,0.1408975919087728,0.0012983263372578382,0.011620283126831055,0.00012470499676748152,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8045977011494253,0.8091692789968653,0.004978299960030791,235,0.8218390804597702,0.8742857142857143,0.8914285714285715,0.8625177887246854,0.029603348541808117,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,100,
34,0.15569408734639487,0.0010369215940783589,0.013217687606811523,0.000751694521356264,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8045977011494253,0.8015064437478231,0.006010567542610684,313,0.8275862068965517,0.8742857142857143,0.9028571428571428,0.8682430213464697,0.031024872318451743,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,110,
35,0.1712474822998047,0.0028639971056227684,0.013233105341593424,0.0002717110244473633,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8068181818181818,0.8160919540229885,0.8045977011494253,0.8091692789968653,0.004978299960030791,235,0.8160919540229885,0.8742857142857143,0.9085714285714286,0.8663163656267105,0.038172819228044705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,120,
36,0.18215624491373697,0.002086595575111381,0.014947732289632162,0.0003979813076960116,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8160919540229885,0.8053814002089865,0.00844339174610061,251,0.8160919540229885,0.8742857142857143,0.9085714285714286,0.8663163656267105,0.038172819228044705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,130,
37,0.20041394233703613,0.0058390637815454866,0.016524314880371094,0.0007152751284196006,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8218390804597702,0.8742857142857143,0.9085714285714286,0.868232074438971,0.03566613677599555,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,140,
38,0.21156891187032065,0.0014840265117429601,0.01838088035583496,0.002062239241047487,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8218390804597702,0.8685714285714285,0.9085714285714286,0.8663273125342091,0.03544387201225673,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,150,
39,0.22315073013305664,0.001792383888926334,0.0180359681447347,0.0004964431451969104,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8160919540229885,0.8685714285714285,0.9085714285714286,0.8644116037219485,0.037868997084445896,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,160,
40,0.2411468823750814,0.0017295358798440237,0.018557310104370117,0.0002027610430696488,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8160919540229885,0.8685714285714285,0.9085714285714286,0.8644116037219485,0.037868997084445896,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,170,
41,0.25666125615437824,0.0006447559100243189,0.02007293701171875,0.00024024557417812146,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8160919540229885,0.8685714285714285,0.9085714285714286,0.8644116037219485,0.037868997084445896,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,180,
42,0.2696371078491211,0.002669509024733546,0.021802504857381184,0.001792236892662831,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8103448275862069,0.8685714285714285,0.9085714285714286,0.862495894909688,0.040330305951676075,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,190,
43,0.28328490257263184,0.005104145070713585,0.021810293197631836,0.0001796434025659142,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8160919540229885,0.7977185649599443,0.014168262626113946,329,0.8160919540229885,0.8685714285714285,0.9028571428571428,0.8625068418171867,0.03568037656501034,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,200,
44,0.29854639371236164,0.002345297926553394,0.02313677469889323,0.00044635313119425747,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.8160919540229885,0.7938871473354231,0.018802729396438476,345,0.8275862068965517,0.8685714285714285,0.9028571428571428,0.8663382594417076,0.030769776657918774,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,210,
45,0.31097952524820965,0.0031257632552334188,0.025111834208170574,0.00161616161852462,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8045977011494253,0.7977185649599443,0.00495807761946596,329,0.8218390804597702,0.8685714285714285,0.9028571428571428,0.8644225506294472,0.033205335914470495,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,220,
46,0.3218990961710612,0.003987325362764772,0.02527165412902832,0.00029484118196897125,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8045977011494253,0.8015499825844654,0.004310124928862647,298,0.8218390804597702,0.8685714285714285,0.9028571428571428,0.8644225506294472,0.033205335914470495,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,230,
47,0.3383626937866211,0.0020474399876117995,0.02705860137939453,0.00043535924552941187,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.8045977011494253,0.7938871473354232,0.009450234627397244,344,0.8160919540229885,0.8685714285714285,0.9028571428571428,0.8625068418171867,0.03568037656501034,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,240,
48,0.015067577362060547,0.0002837548379071375,0.0023495356241861978,5.287101850513146e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.7931034482758621,0.7900992685475444,0.0042485517155931825,346,0.8045977011494253,0.8457142857142858,0.8571428571428571,0.8358182813355227,0.022563931861740365,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,10,
49,0.028114716211954754,0.0007976493569813744,0.0034720897674560547,7.809825055260377e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7954545454545454,0.7816091954022989,0.7931034482758621,0.7900557297109021,0.006049235260521883,357,0.8103448275862069,0.8342857142857143,0.8114285714285714,0.8186863711001641,0.011039270991763675,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,20,
50,0.04211306571960449,0.00031576600422568316,0.004444440205891927,6.521618601140545e-06,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8045977011494253,0.7977621037965865,0.009666994483306183,325,0.7988505747126436,0.8571428571428571,0.8571428571428571,0.837712096332786,0.027479245464830247,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,30,
51,0.05736788113911947,0.000597536523905642,0.005945285161336263,0.00039097469544466896,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7954545454545454,0.8160919540229885,0.8045977011494253,0.8053814002089864,0.00844339174610061,259,0.8103448275862069,0.8628571428571429,0.8457142857142858,0.8396387520525451,0.02186427673527075,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,40,
52,0.07213417689005534,0.002488076300296039,0.006710449854532878,0.0002761009532402479,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7727272727272727,0.8160919540229885,0.8045977011494253,0.7978056426332288,0.01834344460809417,315,0.8103448275862069,0.8628571428571429,0.8457142857142858,0.8396387520525451,0.02186427673527075,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,50,
53,0.0878738562266032,0.0005089671885068788,0.007738590240478516,0.000150761376399741,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7727272727272727,0.8045977011494253,0.8045977011494253,0.7939742250087077,0.015023864037749721,336,0.8045977011494253,0.8685714285714285,0.8685714285714285,0.8472468527640942,0.030157504318585528,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,60,
54,0.10039560000101726,0.0023472260906767773,0.008663574854532877,0.0004112250459382685,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7727272727272727,0.8045977011494253,0.8045977011494253,0.7939742250087077,0.015023864037749721,336,0.8045977011494253,0.88,0.8857142857142857,0.8567706622879037,0.03696553954495098,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,70,
55,0.11100935935974121,0.0002570851814083726,0.009402592976888021,2.6624238300186805e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8045977011494253,0.7939306861720655,0.008392273114220106,338,0.8045977011494253,0.8685714285714285,0.8914285714285715,0.8548659003831417,0.03674943206407794,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,80,
56,0.1272106170654297,0.0030434487956235066,0.012120803197224935,0.0020145406486803655,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.8045977011494253,0.8742857142857143,0.8914285714285715,0.8567706622879037,0.03754981396512269,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,90,
57,0.13889813423156738,0.002035396776076474,0.011658191680908203,6.721910125864881e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8045977011494253,0.7939306861720655,0.008392273114220106,338,0.7931034482758621,0.8685714285714285,0.88,0.8472249589490969,0.03855305002538096,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,100,
58,0.15474446614583334,0.0017020723606018051,0.013115644454956055,6.052921376702757e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.7988505747126436,0.8742857142857143,0.8914285714285715,0.8548549534756432,0.040214733769496594,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,110,
59,0.16690842310587564,6.378289915115424e-05,0.013555685679117838,9.839696483311574e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.7988505747126436,0.8742857142857143,0.8857142857142857,0.8529501915708813,0.03853768259232831,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,120,
60,0.18408958117167154,0.005913153972221361,0.014722585678100586,0.0004666272897920696,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.7701149425287356,0.8045977011494253,0.7862678509230233,0.014161437481849424,359,0.7988505747126436,0.8742857142857143,0.8857142857142857,0.8529501915708813,0.03853768259232831,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,130,
61,0.19794909159342447,0.0034383427978719986,0.017605145772298176,0.0015376520743011568,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.7701149425287356,0.8045977011494253,0.7862678509230233,0.014161437481849424,359,0.7988505747126436,0.8742857142857143,0.8914285714285715,0.8548549534756432,0.040214733769496594,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,140,
62,0.21515512466430664,0.00407972947554796,0.017026503880818684,0.00030925633658329243,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8045977011494253,0.7939306861720655,0.008392273114220106,338,0.7988505747126436,0.8685714285714285,0.8914285714285715,0.8529501915708813,0.03937586954006254,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,150,
63,0.22344684600830078,0.004302635013415791,0.017596324284871418,0.00011851175530912365,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.7988505747126436,0.8685714285714285,0.8857142857142857,0.8510454296661193,0.03756502407351705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,160,
64,0.23827242851257324,0.0025514153900200905,0.0189510981241862,0.0005135894928349735,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8045977011494253,0.7939306861720655,0.008392273114220106,338,0.7988505747126436,0.8685714285714285,0.8857142857142857,0.8510454296661193,0.03756502407351705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,170,
65,0.2544229030609131,0.0056264944504426685,0.019833882649739582,0.00018323180908614306,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.7988505747126436,0.8685714285714285,0.8857142857142857,0.8510454296661193,0.03756502407351705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,180,
66,0.2651427586873372,0.0018130540320885464,0.02143096923828125,0.0008173016943525486,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8045977011494253,0.7939306861720655,0.008392273114220106,338,0.7988505747126436,0.8685714285714285,0.8857142857142857,0.8510454296661193,0.03756502407351705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,190,
67,0.28072182337443036,0.002664058238109876,0.021723031997680664,0.0002080508699567023,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.7988505747126436,0.8685714285714285,0.88,0.8491406677613574,0.03586523995329094,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,200,
68,0.2946473757425944,0.0024688485839364435,0.02264825503031413,7.572716883803733e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7701149425287356,0.8045977011494253,0.7862678509230233,0.014161437481849424,359,0.7988505747126436,0.8685714285714285,0.88,0.8491406677613574,0.03586523995329094,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,210,
69,0.3071959813435872,0.0017108212568367038,0.023694197336832683,0.00027530937999739076,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7701149425287356,0.8045977011494253,0.7862678509230233,0.014161437481849424,359,0.7988505747126436,0.8685714285714285,0.88,0.8491406677613574,0.03586523995329094,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,220,
70,0.320695956548055,0.0022014653113017245,0.02473791440327962,0.00027639739727015856,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.7988505747126436,0.8685714285714285,0.8857142857142857,0.8510454296661193,0.03756502407351705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,230,
71,0.33701372146606445,0.00508895717236622,0.026163260142008465,0.0002490169415722036,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.7988505747126436,0.8685714285714285,0.8742857142857143,0.8472359058565955,0.03429303590855857,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,240,
72,0.015140374501546225,0.00016098255196717474,0.0023948351542154946,2.4859893035279993e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.7931034482758621,0.7786050156739811,0.014602201442695948,377,0.7988505747126436,0.8514285714285714,0.84,0.8300930487137382,0.022579078775218718,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,10,
73,0.029086907704671223,0.00045351217852804255,0.0034379164377848306,3.591839175597589e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7613636363636364,0.735632183908046,0.7931034482758621,0.7633664228491814,0.02350524653900152,406,0.7988505747126436,0.8457142857142858,0.8114285714285714,0.818664477285167,0.019804386759596018,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,20,
74,0.045241196950276695,0.0007235665769950807,0.004696369171142578,0.0001669748423519594,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7840909090909091,0.7471264367816092,0.8045977011494253,0.7786050156739811,0.023781054461416307,377,0.7988505747126436,0.8457142857142858,0.8285714285714286,0.8243787629994527,0.019360366485170713,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,30,
75,0.05728292465209961,0.0009399632650639482,0.005499203999837239,7.828371168300046e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7954545454545454,0.7701149425287356,0.7931034482758621,0.786224312086381,0.011431411553099314,366,0.7988505747126436,0.8628571428571429,0.8457142857142858,0.835807334428024,0.02705329251989336,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,40,
76,0.07028611501057942,0.0010661105009771698,0.006616910298665364,0.00013284491723000776,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.7931034482758621,0.7900992685475444,0.0042485517155931825,346,0.7988505747126436,0.8685714285714285,0.8571428571428571,0.8415216201423098,0.030531586374004674,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,50,
77,0.08543435732523601,0.001212881692303193,0.008661667505900065,0.0014728628951445907,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.7816091954022989,0.8045977011494253,0.7900992685475444,0.010301881272904176,346,0.7988505747126436,0.8571428571428571,0.8628571428571429,0.839616858237548,0.028920358107865595,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,60,
78,0.0983892281850179,0.002226776001691026,0.008597056070963541,0.00021429125316937034,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7701149425287356,0.8045977011494253,0.7862678509230233,0.014161437481849424,359,0.7988505747126436,0.8571428571428571,0.8742857142857143,0.8434263820470717,0.0322874726727683,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,70,
79,0.1112223466237386,0.0016991977370264008,0.00956273078918457,0.00014125289760092278,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8045977011494253,0.7824364332985022,0.018806459246695207,367,0.7988505747126436,0.8628571428571429,0.88,0.8472359058565955,0.03492205215607573,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,80,
80,0.12729128201802573,0.0016995366722570779,0.010831356048583984,0.0003081364982102089,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8045977011494253,0.7824364332985022,0.018806459246695207,367,0.7988505747126436,0.8685714285714285,0.8742857142857143,0.8472359058565955,0.03429303590855857,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,90,
81,0.1399084726969401,0.002761417630129991,0.01164539655049642,0.0001274387388032171,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7701149425287356,0.8045977011494253,0.7862678509230233,0.014161437481849424,359,0.7988505747126436,0.8685714285714285,0.88,0.8491406677613574,0.03586523995329094,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,100,
82,0.15468732515970865,0.002290665129278672,0.012803951899210611,0.000258511152392295,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.7586206896551724,0.8160919540229885,0.7862678509230232,0.023512987387316536,365,0.7988505747126436,0.8628571428571429,0.88,0.8472359058565955,0.03492205215607573,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,110,
83,0.16534670193990073,0.0018130803678315592,0.01513830820719401,0.0021614349558274353,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7471264367816092,0.8160919540229885,0.7824364332985022,0.02817934952766526,367,0.7988505747126436,0.8571428571428571,0.88,0.8453311439518335,0.034165720954365035,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,120,
84,0.1842938264211019,0.005227688301820234,0.015251477559407553,0.0007667410613097853,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8160919540229885,0.77477359804946,0.03811381901379945,380,0.7988505747126436,0.8514285714285714,0.88,0.8434263820470717,0.03360886373453783,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,130,
85,0.19378185272216797,0.0020738459991717856,0.015674432118733723,0.00012020589887288376,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.7471264367816092,0.8160919540229885,0.7824364332985022,0.02817934952766526,367,0.7988505747126436,0.8514285714285714,0.88,0.8434263820470717,0.03360886373453783,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,140,
86,0.2086352507273356,0.0002801694811258185,0.016837596893310547,8.23452351327511e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.7471264367816092,0.8160919540229885,0.7824364332985022,0.02817934952766526,367,0.7988505747126436,0.8457142857142858,0.8742857142857143,0.839616858237548,0.031096613288027816,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,150,
87,0.22593259811401367,0.00195921085968101,0.018329143524169922,0.000920713244318742,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.7471264367816092,0.8160919540229885,0.7824364332985022,0.02817934952766526,367,0.7988505747126436,0.8457142857142858,0.88,0.8415216201423098,0.03326150066333831,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,160,
88,0.23975793520609537,0.0032368422713519,0.018936872482299805,5.0791551675243304e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.7471264367816092,0.8160919540229885,0.7824364332985022,0.02817934952766526,367,0.7988505747126436,0.8457142857142858,0.88,0.8415216201423098,0.03326150066333831,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,170,
89,0.24904481569925943,0.0021067330341196094,0.01970561345418294,7.464502890234826e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.735632183908046,0.8045977011494253,0.7747735980494602,0.02891562271938911,379,0.7988505747126436,0.84,0.88,0.839616858237548,0.03313022189607408,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,180,
90,0.26079654693603516,0.0023558813915227892,0.020940383275349934,0.000527776718277126,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8045977011494253,0.7709421804249391,0.0341380574616837,381,0.7988505747126436,0.84,0.88,0.839616858237548,0.03313022189607408,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,190,
91,0.2747391064961751,0.003556742109254612,0.02151322364807129,0.00013157249770961223,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7241379310344828,0.8045977011494253,0.7709421804249391,0.0341380574616837,381,0.7988505747126436,0.84,0.88,0.839616858237548,0.03313022189607408,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,200,
92,0.28806638717651367,0.000873432659450334,0.023601531982421875,0.0007507748435554708,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7126436781609196,0.8045977011494253,0.767110762800418,0.03941344619946784,383,0.7988505747126436,0.8342857142857143,0.88,0.837712096332786,0.03321758948274673,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,210,
93,0.3036650021870931,0.0028672231958124066,0.024334112803141277,0.0006278133388390382,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8045977011494253,0.7632793451758969,0.04472305400387408,407,0.7988505747126436,0.8342857142857143,0.88,0.837712096332786,0.03321758948274673,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,220,
94,0.31740355491638184,0.0038666602014275045,0.02512017885843913,0.00027406768469231366,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8045977011494253,0.7594479275513759,0.050055992864016706,464,0.7988505747126436,0.8342857142857143,0.88,0.837712096332786,0.03321758948274673,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,230,
95,0.3344377676645915,0.004238081415970108,0.025949398676554363,0.0003545177824823409,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.6781609195402298,0.8045977011494253,0.7556165099268548,0.055405526148801384,472,0.7988505747126436,0.8285714285714286,0.88,0.835807334428024,0.03352189390325068,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,240,
96,0.01478735605875651,0.00015240826730028787,0.0023702780405680337,1.8785541678608954e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.6551724137931034,0.7931034482758621,0.7441222570532915,0.06300456294401277,479,0.7988505747126436,0.7828571428571428,0.8114285714285714,0.797712096332786,0.011691983932567188,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,10,
97,0.0290679931640625,0.0002260767221044006,0.0035689671834309897,5.13127644305341e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7613636363636364,0.6551724137931034,0.7931034482758621,0.736546499477534,0.05898112851180253,480,0.7873563218390804,0.7828571428571428,0.7885714285714286,0.7862616310892173,0.002457915944385897,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,20,
98,0.0426942507425944,0.00021025728231347462,0.004526297251383464,6.094454373823141e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7840909090909091,0.6666666666666666,0.7931034482758621,0.7479536746778126,0.057596236677947166,478,0.7988505747126436,0.8171428571428572,0.8228571428571428,0.8129501915708812,0.010239227248444914,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,30,
99,0.056615352630615234,0.000758203344838222,0.005496104558308919,8.617005837061583e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.6781609195402298,0.8045977011494253,0.7556165099268548,0.055405526148801384,472,0.7988505747126436,0.8228571428571428,0.8685714285714285,0.8300930487137382,0.02891963711014421,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,40,
100,0.07160536448160808,0.0010474314998710874,0.006566365559895833,2.822640591049351e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.7931034482758621,0.7556165099268548,0.046786607774191837,472,0.7931034482758621,0.8228571428571428,0.8628571428571429,0.826272577996716,0.02857905264150794,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,50,
101,0.08344165484110515,0.0007791190939430289,0.007524013519287109,0.0001179143187510148,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8045977011494253,0.7594479275513759,0.050055992864016706,464,0.7988505747126436,0.8228571428571428,0.8685714285714285,0.8300930487137382,0.02891963711014421,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,60,
102,0.09879763921101888,0.0009000963821059036,0.008455117543538412,6.650819584038869e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7873563218390804,0.8228571428571428,0.8685714285714285,0.8262616310892174,0.03324320778222647,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,70,
103,0.11325375239054362,0.0016206012795154056,0.009577115376790365,8.164025273709068e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7873563218390804,0.8228571428571428,0.8685714285714285,0.8262616310892174,0.03324320778222647,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,80,
104,0.12466891606648763,9.744785635761608e-05,0.010619401931762695,0.00020009867831650882,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7873563218390804,0.8228571428571428,0.8685714285714285,0.8262616310892174,0.03324320778222647,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,90,
105,0.14280112584431967,0.0005759200142338479,0.011727492014567057,0.00013507435981427777,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8228571428571428,0.8685714285714285,0.8281773399014778,0.03103849636516901,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,100,
106,0.15294361114501953,0.001160651730696223,0.01273345947265625,0.00047547555275512525,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8228571428571428,0.8685714285714285,0.8281773399014778,0.03103849636516901,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,110,
107,0.17675002415974936,0.0031543051473473882,0.014728387196858725,0.0002905698386217271,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7873563218390804,0.8228571428571428,0.8685714285714285,0.8262616310892174,0.03324320778222647,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,120,
108,0.19625210762023926,0.0008280387662214987,0.015729109446207683,0.0007461504197567208,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8171428571428572,0.8685714285714285,0.826272577996716,0.031478753306794505,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,130,
109,0.1968696117401123,0.0031804600990962416,0.015502532323201498,0.00021324275833838494,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8228571428571428,0.8685714285714285,0.8281773399014778,0.03103849636516901,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,140,
110,0.20885396003723145,0.0016302247699761282,0.01653146743774414,0.00031948398000262974,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8171428571428572,0.8685714285714285,0.826272577996716,0.031478753306794505,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,150,
111,0.2231933275858561,0.0013006229961284907,0.018794933954874676,0.0012064526714746053,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8685714285714285,0.8300930487137382,0.02891963711014421,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,160,
112,0.23917214075724283,0.0023219152906816007,0.019110441207885742,0.00020825395458764516,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8685714285714285,0.8300930487137382,0.02891963711014421,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,170,
113,0.25250903765360516,0.001484532287195585,0.020423332850138348,0.00041242575114591403,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8228571428571428,0.8685714285714285,0.8281773399014778,0.03103849636516901,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,180,
114,0.2676379680633545,0.002907564969686311,0.02091495196024577,0.00010857801859102121,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8228571428571428,0.8685714285714285,0.8281773399014778,0.03103849636516901,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,190,
115,0.27585426966349286,0.0008455436243196005,0.021689732869466145,6.522896844828595e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8228571428571428,0.8685714285714285,0.8281773399014778,0.03103849636516901,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,200,
116,0.2911049524943034,0.002397990011178522,0.024595101674397785,0.002320165061251467,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8228571428571428,0.8742857142857143,0.8300821018062399,0.03353396390214657,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,210,
117,0.31268922487894696,0.0035420254408816765,0.024526516596476238,0.0009077311480233519,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7931034482758621,0.8228571428571428,0.8742857142857143,0.8300821018062399,0.03353396390214657,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,220,
118,0.32096147537231445,0.00429965994859727,0.025022427241007488,0.0007184357505975607,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8742857142857143,0.8319978106185003,0.031467220255845106,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,230,
119,0.33092037836710614,0.0044674575246541354,0.02552207310994466,0.0003351909346723135,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8742857142857143,0.8319978106185003,0.031467220255845106,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,240,
120,0.015627066294352215,0.0002770264072517662,0.0023154417673746743,8.687892182512951e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8977272727272727,0.8850574712643678,0.8505747126436781,0.8777864855451063,0.019924715064571257,138,0.9885057471264368,0.9828571428571429,0.9885714285714285,0.9866447728516694,0.0026783930810135442,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,10,
121,0.030464887619018555,0.0003324648277311719,0.0034654935201009116,1.659403967792689e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9204545454545454,0.8735632183908046,0.8505747126436781,0.8815308254963427,0.029079314877989097,134,1.0,0.9828571428571429,0.9942857142857143,0.9923809523809525,0.0071269664509979805,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,20,
122,0.0452425479888916,0.0002734985002571807,0.0047177473704020185,8.164512646104538e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,1.0,0.9942857142857143,1.0,0.998095238095238,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,30,
123,0.06129757563273112,0.0008226836895398108,0.005573829015096028,7.51028195408038e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9318181818181818,0.9195402298850575,0.8620689655172413,0.904475792406827,0.030402206620029883,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,40,
124,0.07544827461242676,0.0004840007946706928,0.0073090394337972,0.00039498206354960454,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,50,
125,0.0892634391784668,0.001022823169950732,0.0076389312744140625,6.340230985538793e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8505747126436781,0.896856495994427,0.0327282914905376,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,60,
126,0.1048898696899414,0.001705635550402133,0.008690913518269857,0.00015864391283577347,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8735632183908046,0.9006443747823057,0.02395791494759004,2,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,70,
127,0.11907712618509929,0.0005953023186174969,0.009717464447021484,5.650201753630815e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,80,
128,0.13265721003214517,0.000110600583167727,0.010913530985514322,0.00022818907010486775,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8390804597701149,0.8929815395332636,0.0393300074588328,67,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,90,
129,0.1614365577697754,0.016296237951788695,0.012680927912394205,0.0015609217376240726,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8505747126436781,0.8968129571577848,0.034105335576245795,17,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,100,
130,0.21740206082661948,0.008001326428487707,0.018716891606648762,0.001474472150555395,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,110,
131,0.18735512097676596,0.011514798096941248,0.014151255289713541,0.0002041095438665408,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,122,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,120,
132,0.19412962595621744,0.00266043958818209,0.015182733535766602,0.00042346486683893063,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,130,
133,0.20777606964111328,0.0011056662227051368,0.01611979802449544,0.000236587673356218,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,117,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,140,
134,0.22149038314819336,0.00019660075640341823,0.01703476905822754,0.00034828985977317534,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,117,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,150,
135,0.23297882080078125,0.0049040305924919975,0.02041904131571452,0.0026541796829417062,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,160,
136,0.2517159779866536,0.0014668270600770794,0.019272406895955402,0.0007901282438822564,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,170,
137,0.2658572991689046,0.0032585744396961764,0.0199435551961263,0.00029316207620824904,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,180,
138,0.2812799612681071,0.002769608470177229,0.021422704060872395,0.0003380453920640433,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,190,
139,0.29516855875651044,0.0012347905037837714,0.022021929423014324,0.000412877484545686,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,200,
140,0.3105744520823161,0.0021111633897825965,0.02408138910929362,0.000728090950048142,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9885714285714285,0.9942857142857142,0.004665694748158445,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,210,
141,0.32840466499328613,0.002664608115665238,0.026038169860839844,0.0013416107423199807,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,220,
142,0.34269046783447266,0.0006391816982551424,0.025833527247111004,0.0012248446809245877,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,117,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,230,
143,0.3540054162343343,0.0009737560855427945,0.02624066670735677,0.00021691429536430175,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8390804597701149,0.8929815395332636,0.0393300074588328,67,1.0,0.9942857142857143,0.9942857142857143,0.9961904761904762,0.0026937401188058753,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,240,
144,0.016245047251383465,0.00038920124070635615,0.0025032361348470054,0.00016034617960031198,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9090909090909091,0.8850574712643678,0.8160919540229885,0.8700801114594219,0.03941609139236061,157,0.9425287356321839,0.9428571428571428,0.96,0.9484619594964423,0.008159728215353563,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,10,
145,0.02979167302449544,4.5651330207983814e-05,0.0035708745320638022,9.752735008312944e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9204545454545454,0.8850574712643678,0.8390804597701149,0.8815308254963427,0.03331429501004142,134,0.9655172413793104,0.9657142857142857,0.9714285714285714,0.967553366174056,0.00274136443411613,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,20,
146,0.04438511530558268,0.0005205025544541144,0.0045470396677653,3.736272624226692e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9655172413793104,0.9542857142857143,0.9771428571428571,0.965648604269294,0.009331851801030959,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,30,
147,0.05831591288248698,0.0005487873787420119,0.005927721659342448,0.0004739557202567291,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,122,0.9597701149425287,0.9485714285714286,0.9771428571428571,0.9618281335522715,0.011754664693972783,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,40,
148,0.07509636878967285,0.0020733465623923976,0.006631056467692058,2.2315039347747878e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9597701149425287,0.9485714285714286,0.9771428571428571,0.9618281335522715,0.011754664693972783,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,50,
149,0.08766659100850423,0.0002840539892399556,0.008246342341105143,0.0005933245605239684,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9597701149425287,0.9485714285714286,0.9657142857142857,0.9580186097427478,0.007107283381796775,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,60,
150,0.10176555315653484,0.0016280786490430322,0.008714596430460611,0.00010204989816027144,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,97,0.9597701149425287,0.9428571428571428,0.9485714285714286,0.9503995621237001,0.007024657068923533,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,70,
151,0.11779268582661946,0.0004541381980060517,0.009890874226888021,0.00014266150886633615,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9597701149425287,0.9542857142857143,0.9657142857142857,0.9599233716475096,0.004666953105807266,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,80,
152,0.13250247637430826,0.0014538772686293541,0.011040449142456055,0.0001411874216129777,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9597701149425287,0.96,0.9714285714285714,0.9637328954570333,0.00544247390311264,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,90,
153,0.1480874220530192,0.0020272176298327194,0.01202066739400228,8.600983056396264e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9655172413793104,0.9542857142857143,0.9657142857142857,0.9618390804597702,0.005341642196741547,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,100,
154,0.16100033124287924,0.0024537043744389596,0.012981812159220377,0.00010006639810197417,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9712643678160919,0.96,0.9657142857142857,0.9656595511767926,0.004598821767673983,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,110,
155,0.1773358186086019,0.0037747129609893688,0.014063119888305664,0.0002139552264191864,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9712643678160919,0.96,0.9714285714285714,0.9675643130815544,0.005349197136232685,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,120,
156,0.19248620669047037,0.0014249932340038031,0.01524964968363444,0.0003579509300244791,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9712643678160919,0.96,0.9714285714285714,0.9675643130815544,0.005349197136232685,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,130,
157,0.2066985766092936,0.0019162449127904566,0.016170581181844074,0.00016471742834771736,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9655172413793104,0.96,0.9657142857142857,0.963743842364532,0.0026485182467857094,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,140,
158,0.2230228583017985,0.0034635013965842033,0.017526785532633465,0.00037838394757592933,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8505747126436781,0.896856495994427,0.0327282914905376,12,0.9712643678160919,0.96,0.9657142857142857,0.9656595511767926,0.004598821767673983,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,150,
159,0.23682777086893717,0.0014664834647763175,0.01835481325785319,0.00012984824401527563,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,10,0.9770114942528736,0.96,0.9714285714285714,0.969480021893815,0.007080271564751253,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,160,
160,0.2538243929545085,0.003004717186141201,0.020121018091837566,0.0002352395573177608,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8620689655172413,0.8968564959944271,0.025114701540828135,10,0.9770114942528736,0.96,0.9714285714285714,0.969480021893815,0.007080271564751253,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,170,
161,0.26775288581848145,0.0005225748389490266,0.02104496955871582,0.0005660495256357296,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,54,0.9770114942528736,0.96,0.9714285714285714,0.969480021893815,0.007080271564751253,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,180,
162,0.28310195604960126,0.001744498977050466,0.0215909481048584,7.697413150882225e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,97,0.9770114942528736,0.96,0.9657142857142857,0.9675752599890531,0.0070684818321615816,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,190,
163,0.29674339294433594,0.001408059516499357,0.02293284734090169,0.0004964338704995312,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,97,0.9770114942528736,0.96,0.9657142857142857,0.9675752599890531,0.0070684818321615816,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,200,
164,0.31487544377644855,0.005396578429067919,0.024336973826090496,0.000737774503840758,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,97,0.9770114942528736,0.96,0.9657142857142857,0.9675752599890531,0.0070684818321615816,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,210,
165,0.3300478458404541,0.0013258796664796903,0.02624400456746419,0.0012877260971868656,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9090909090909091,0.8850574712643678,0.8505747126436781,0.8815743643329851,0.0240157633938533,131,0.9827586206896551,0.96,0.9657142857142857,0.9694909688013137,0.009667340388434382,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,220,
166,0.34507091840108234,0.0054060770324446455,0.026794036229451496,4.085353351730214e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9090909090909091,0.8850574712643678,0.8505747126436781,0.8815743643329851,0.0240157633938533,131,0.9827586206896551,0.96,0.9657142857142857,0.9694909688013137,0.009667340388434382,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,230,
167,0.36317046483357746,0.0026976682160013785,0.028141498565673828,0.00024632327932006334,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8977272727272727,0.896551724137931,0.8505747126436781,0.8816179031696273,0.02195609614881876,130,0.9827586206896551,0.96,0.9657142857142857,0.9694909688013137,0.009667340388434382,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,240,
168,0.015884796778361004,0.00013754890175598296,0.002494335174560547,1.0221458010781297e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8390804597701149,0.8472657610588645,0.011575764094659624,214,0.8735632183908046,0.8914285714285715,0.9142857142857143,0.8930925013683635,0.0166664716344149,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,10,
169,0.031234582265218098,0.0009633667337978536,0.0036524136861165366,5.832322528570207e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8505747126436781,0.8587600139324277,0.005823146463706207,210,0.8850574712643678,0.9028571428571428,0.9085714285714286,0.8988286808976463,0.010013255427312368,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,20,
170,0.04467455546061198,0.00013029225725642998,0.005169788996378581,0.0005527336763701413,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.8275862068965517,0.866292232671543,0.029092870878901632,186,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,30,
171,0.059159040451049805,0.0005258027581759608,0.005618492762247722,6.0077171742947217e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.8390804597701149,0.8663357715081853,0.0199683364108338,181,0.8908045977011494,0.9085714285714286,0.92,0.9064586754241927,0.012012234686457523,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,40,
172,0.07278609275817871,0.00022731216273425578,0.006671984990437825,4.969233988047788e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,50,
173,0.08780543009440105,0.0016560415184124994,0.007715304692586263,4.1301885383976505e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.8275862068965517,0.8625043538836642,0.025237807839694197,209,0.9022988505747126,0.9085714285714286,0.9142857142857143,0.9083853311439518,0.004895385554847696,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,60,
174,0.09927622477213542,0.002994943911429627,0.008939425150553385,0.0003795147178457006,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.875,0.8735632183908046,0.8390804597701149,0.8625478927203064,0.016604344658390554,198,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,70,
175,0.11513861020406087,0.0019269161284697729,0.009815057118733725,3.868965402454256e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,80,
176,0.12856022516886392,0.001970554593511747,0.012009223302205404,0.0011404267752706276,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,90,
177,0.1419039567311605,0.001957045719528195,0.013013203938802084,0.0017799604533455466,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.875,0.8850574712643678,0.8505747126436781,0.8702107279693486,0.014479134538152302,152,0.8908045977011494,0.9028571428571428,0.9142857142857143,0.9026491516146687,0.00958725383976702,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,100,
178,0.15828919410705566,0.00226303067196724,0.0136259396870931,0.0005173684021050714,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.896551724137931,0.9028571428571428,0.9142857142857143,0.9045648604269294,0.0073398831105150565,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,110,
179,0.17168315251668295,0.0012821516676064656,0.013938506444295248,7.935491392784897e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.875,0.8850574712643678,0.8275862068965517,0.8625478927203064,0.025060297800672676,198,0.896551724137931,0.9085714285714286,0.9142857142857143,0.9064696223316914,0.0073908408967887146,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,120,
180,0.1898508071899414,0.004239063621375269,0.015148242314656576,1.935584298800124e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.875,0.8850574712643678,0.8275862068965517,0.8625478927203064,0.025060297800672676,198,0.8793103448275862,0.9028571428571428,0.92,0.9007224958949096,0.01667991901963785,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,130,
181,0.20633204778035483,0.006234272842765671,0.01943492889404297,0.003718529226870917,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8793103448275862,0.9028571428571428,0.92,0.9007224958949096,0.01667991901963785,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,140,
182,0.21648478507995605,0.0059336634905701865,0.017667214075724285,0.00032841178225914746,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,150,
183,0.23340566953023276,0.0006105596569253143,0.018354256947835285,0.0002455961601486799,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,160,
184,0.24662462870279947,0.005598167158930195,0.019420544306437176,0.0001945687785245364,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8636363636363636,0.8735632183908046,0.8390804597701149,0.8587600139324277,0.014493659541318859,210,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,170,
185,0.26472965876261395,0.004028949744880358,0.02041792869567871,6.341486033042038e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8793103448275862,0.9028571428571428,0.9142857142857143,0.8988177339901476,0.014561518583334824,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,180,
186,0.2779226303100586,0.0021585096811484257,0.021709442138671875,3.973849609089177e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8850574712643678,0.9028571428571428,0.9142857142857143,0.9007334428024083,0.012026501956667221,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,190,
187,0.2899641990661621,0.003158064137772605,0.022284587224324543,0.00015338801339897793,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8636363636363636,0.896551724137931,0.8390804597701149,0.86642284918147,0.023545133018363796,160,0.8793103448275862,0.9028571428571428,0.9142857142857143,0.8988177339901476,0.014561518583334824,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,200,
188,0.31255213419596356,0.0015618624583727213,0.025734106699625652,0.0012366442561271658,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8850574712643678,0.9028571428571428,0.9142857142857143,0.9007334428024083,0.012026501956667221,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,210,
189,0.3270811239878337,0.0018272176781066153,0.02587262789408366,0.0007648057099484583,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,220,
190,0.33947523434956867,0.0032190907515190458,0.02683393160502116,0.0003627662972224918,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,230,
191,0.3590877850850423,0.006279411411290292,0.028090238571166992,0.0005639990251285834,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8793103448275862,0.9028571428571428,0.92,0.9007224958949096,0.01667991901963785,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,240,
192,0.015675862630208332,0.00015596892419903377,0.0025033156077067056,2.8427076430686728e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8275862068965517,0.8054249390456287,0.017766512970624856,245,0.8275862068965517,0.8685714285714285,0.88,0.8587192118226601,0.022503348758518976,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,10,
193,0.030420303344726562,0.00021737603934946832,0.003704627354939779,0.00010334087920905819,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8390804597701149,0.8054249390456287,0.024080794865996704,245,0.8160919540229885,0.8857142857142857,0.9085714285714286,0.8701258894362343,0.03933075028591979,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,20,
194,0.04497607549031576,0.00015508969237140909,0.004781643549601237,6.095387009729913e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8181818181818182,0.8045977011494253,0.8275862068965517,0.8167885754092651,0.009436584593621773,217,0.8218390804597702,0.8857142857142857,0.9085714285714286,0.8720415982484949,0.03670451233970532,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,30,
195,0.059703826904296875,0.0017527362882433773,0.005864381790161133,0.0001301408784050117,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8390804597701149,0.8130006966213862,0.01927241575334284,222,0.8275862068965517,0.8857142857142857,0.9142857142857143,0.8758620689655171,0.03607400519792055,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,40,
196,0.07145388921101888,0.0002517267673280037,0.006641228993733724,2.9539111553739407e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8275862068965517,0.8130006966213862,0.010353275362264125,222,0.8218390804597702,0.88,0.9142857142857143,0.8720415982484947,0.03815841667981712,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,50,
197,0.08843572934468587,0.0005664980079396863,0.008076111475626627,8.022359076538237e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8857142857142857,0.9142857142857143,0.8701149425287356,0.043843901992070194,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,60,
198,0.10326306025187175,0.0005081674995002249,0.009041229883829752,9.55116320891271e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.7988505747126436,0.8857142857142857,0.9085714285714286,0.8643787629994527,0.04726570172977144,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,70,
199,0.11930410067240398,0.0017032460465803353,0.010094483693440756,0.0002374601438131034,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.7988505747126436,0.8857142857142857,0.9085714285714286,0.8643787629994527,0.04726570172977144,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,80,
200,0.1332399845123291,0.001390406391693734,0.011456171671549479,9.693630187551377e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.7988505747126436,0.8914285714285715,0.9085714285714286,0.8662835249042145,0.048193163183237686,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,90,
201,0.14642874399820963,0.0007454584656431697,0.012153704961140951,3.232562842363323e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,100,
202,0.15976707140604654,0.00025176650744856017,0.013318618138631185,0.00015312021668496302,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.7988505747126436,0.8914285714285715,0.9085714285714286,0.8662835249042145,0.048193163183237686,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,110,
203,0.17521174748738608,0.0010018506869185512,0.01490926742553711,0.0008923709626443532,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.8103448275862069,0.8914285714285715,0.9085714285714286,0.8701149425287357,0.04283938505579049,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,120,
204,0.18992694218953451,0.0016575369043926851,0.015343825022379557,0.0003715758123433434,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,130,
205,0.20125555992126465,0.0008335518154271388,0.016044219334920246,0.00023490835714165222,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8160919540229885,0.8053814002089865,0.00844339174610061,251,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,140,
206,0.21552824974060059,0.002951458873564681,0.01734606424967448,0.0003909160508176113,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8160919540229885,0.8053814002089865,0.00844339174610061,251,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,150,
207,0.2256473700205485,0.00378052527748615,0.018225908279418945,0.00018920172993406835,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8914285714285715,0.9142857142857143,0.8720197044334975,0.04459787043117876,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,160,
208,0.24403762817382812,0.002391318119568235,0.019324620564778645,0.00031515331017246024,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8914285714285715,0.9142857142857143,0.870103995621237,0.04725052526317381,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,170,
209,0.258816401163737,0.0053163728617259196,0.020142555236816406,2.3785365250828823e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,180,
210,0.2710850238800049,0.0019872431275888476,0.021444161732991535,0.0003983593403219188,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8857142857142857,0.9085714285714286,0.8662944718117132,0.04461300914542133,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,190,
211,0.28687747319539386,0.008812289340557345,0.022376378377278645,0.0004372270141582907,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8857142857142857,0.9085714285714286,0.8682101806239736,0.041967539492144046,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,200,
212,0.2953766981760661,0.0024266691979980782,0.0244137446085612,0.0012173271517729547,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8275862068965517,0.8092128178335075,0.013517529193894836,229,0.8103448275862069,0.8857142857142857,0.9142857142857143,0.8701149425287356,0.043843901992070194,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,210,
213,0.310311237970988,0.0046020178336128375,0.024154106775919598,0.0001749999227923252,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8275862068965517,0.8092128178335075,0.013517529193894836,229,0.8045977011494253,0.8857142857142857,0.9142857142857143,0.8681992337164751,0.04646107934828306,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,220,
214,0.33323049545288086,0.002693720050733299,0.025841236114501953,0.00042151020280474066,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8857142857142857,0.9142857142857143,0.8681992337164751,0.04646107934828306,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,230,
215,0.3378439744313558,0.003759961429935088,0.026252905527750652,0.00025615176516566855,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8045977011494253,0.88,0.9142857142857143,0.8662944718117132,0.04581663586978437,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,240,
216,0.015053192774454752,0.00011865811614705192,0.0023949146270751953,3.974421742740329e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8068181818181818,0.7471264367816092,0.7931034482758621,0.7823493556252177,0.025527945313998938,374,0.8103448275862069,0.8057142857142857,0.8571428571428571,0.8244006568144499,0.02322928096556966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,10,
217,0.029422521591186523,0.00022260797710113952,0.003691991170247396,0.00014230245239654253,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7613636363636364,0.6896551724137931,0.7931034482758621,0.7480407523510971,0.04327055098268227,475,0.7988505747126436,0.8342857142857143,0.8285714285714286,0.820569239189929,0.015533588452421207,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,20,
218,0.04296612739562988,0.000469824040880815,0.004553874333699544,5.110111058588874e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8045977011494253,0.7594479275513759,0.050055992864016706,464,0.7988505747126436,0.8285714285714286,0.8628571428571429,0.8300930487137385,0.02615271416510108,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,30,
219,0.056858460108439125,0.0005332373287482479,0.006485700607299805,0.001278829031411156,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,40,
220,0.07105199495951335,0.0008289575329541453,0.006618658701578776,3.986005625489025e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8045977011494253,0.7594479275513759,0.050055992864016706,464,0.7988505747126436,0.8228571428571428,0.88,0.8339025725232622,0.03403731720233886,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,50,
221,0.08432674407958984,0.0004493014412018198,0.007607698440551758,5.206157794497827e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,60,
222,0.09878722826639812,0.0025666215894723727,0.008679866790771484,7.58623292204782e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,70,
223,0.11217164993286133,0.0024250417661829476,0.009589513142903646,6.214889418042922e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,80,
224,0.12761386235555014,0.001758818844156183,0.010901689529418945,0.00028735370603991686,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,90,
225,0.14128637313842773,0.0006709107570918122,0.011924823125203451,0.00016609732613907506,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,100,
226,0.15342171986897787,0.00022120116633545404,0.0128019650777181,0.0001511016292297685,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,110,
227,0.17051283518473306,0.0018162459071349975,0.01428079605102539,0.00048346349926771756,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,120,
228,0.18851264317830405,0.005597202028941732,0.015504995981852213,0.0007498690051128765,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,130,
229,0.19825355211893717,0.003609539841877772,0.01685961087544759,0.0014393200719378099,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,140,
230,0.213441530863444,0.002042051825205533,0.017939170201619465,0.0015077471849913675,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,150,
231,0.22654215494791666,0.0021280654314365798,0.01855317751566569,0.0005169404634403192,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,160,
232,0.23818445205688477,0.003477870421847301,0.01899441083272298,0.00013629667265232883,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,170,
233,0.25141461690266925,0.0029077871902639663,0.02101763089497884,0.0011122879486399173,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,180,
234,0.26448861757914227,0.00522744697277814,0.021201292673746746,0.00014772672885589113,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,190,
235,0.27744046847025555,0.004012773340559936,0.02208542823791504,0.0006886468800678357,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,200,
236,0.29047783215840656,0.0026210228842943146,0.023035605748494465,0.00023293501956868863,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,210,
237,0.30521289507548016,0.004798049024111215,0.02465955416361491,0.0015867663375158175,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,220,
238,0.3192330201466878,0.004744867960270193,0.025225241978963215,0.00016004693503033292,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,230,
239,0.33479849497477215,0.005627578951328509,0.026134252548217773,0.0002062105248428884,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,240,
240,0.015833934148152668,8.659384090735357e-05,0.0023453235626220703,2.37534792317332e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8977272727272727,0.8620689655172413,0.8505747126436781,0.8701236502960641,0.020074850614203804,153,0.9942528735632183,1.0,0.9885714285714285,0.9942747673782156,0.0046657204323192,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,10,
241,0.030671437581380207,0.0007798706668363528,0.003521442413330078,4.738395565776214e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.8390804597701149,0.8701236502960641,0.024065675958603098,153,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,20,
242,0.047708590825398765,0.0020406044120757283,0.004656076431274414,7.583135195153164e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9090909090909091,0.9195402298850575,0.8390804597701149,0.8892371995820271,0.03572180461739161,91,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,30,
243,0.0601654847462972,0.0009500168030792541,0.005608399709065755,2.1921836029861387e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9090909090909091,0.9195402298850575,0.8390804597701149,0.8892371995820271,0.03572180461739161,91,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,40,
244,0.07478372255961101,0.00036092642762358327,0.006778160730997722,0.00021225774075094603,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,50,
245,0.08856471379597981,0.0005694014824023003,0.007954756418863932,0.00014434104857579275,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,60,
246,0.10460654894510905,0.00029590972007586007,0.008951663970947266,4.8303156941971464e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9090909090909091,0.9080459770114943,0.8505747126436781,0.8892371995820271,0.02734183477086781,91,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,70,
247,0.11922828356424968,0.0027677793770113286,0.010250091552734375,0.0004957868730314196,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,120,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,80,
248,0.13268653551737467,0.0010484376767222296,0.01072367032368978,9.776699389756249e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,90,
249,0.14858373006184897,0.002673543285150142,0.012237628300984701,0.000266651068987123,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8390804597701149,0.8929815395332636,0.0393300074588328,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,100,
250,0.1636816660563151,0.0028540076258477863,0.014403820037841797,0.0021035035612792003,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,110,
251,0.1722849210103353,0.0033192371099050677,0.013909022013346354,0.00025417376214974973,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,97,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,120,
252,0.1923070748647054,0.0007961622896090923,0.01495361328125,9.37184182403409e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8620689655172413,0.8930250783699059,0.02396590507274419,54,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,130,
253,0.20811017354329428,0.002127637214931693,0.017392396926879883,0.0014151200683705596,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,140,
254,0.22560993830362955,0.0010678612162425413,0.017329692840576172,9.213965589968291e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,150,
255,0.24039419492085776,0.005215428607832917,0.019635677337646484,0.0010700060791583347,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,160,
256,0.25511948267618817,0.0027443188426945486,0.020073652267456055,0.0014453612429864982,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,170,
257,0.27134521802266437,0.002631936126749524,0.02072318394978841,0.00034441181000156244,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,180,
258,0.285220464070638,0.004005463238310222,0.022327423095703125,0.0012739870393618118,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8620689655172413,0.8968129571577848,0.028475597455445253,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,190,
259,0.29784194628397626,0.0009826089486394184,0.025277137756347656,0.00341495409862935,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8620689655172413,0.8968129571577848,0.028475597455445253,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,200,
260,0.3142532507578532,0.004291418923189477,0.023432016372680664,0.00022806079947601545,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8620689655172413,0.8968129571577848,0.028475597455445253,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,210,
261,0.33052555720011395,0.002678013312701912,0.0245205561319987,0.00011573109503296807,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8620689655172413,0.9006443747823057,0.02895198416134537,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,220,
262,0.34486977259318036,0.004486359344708704,0.02627738316853841,0.0009213313543864641,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8620689655172413,0.9006443747823057,0.02895198416134537,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,230,
263,0.36086328824361164,0.00316896462810322,0.02672751744588216,0.00014220441901437482,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8620689655172413,0.9006443747823057,0.02895198416134537,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,240,
264,0.015976428985595703,0.00060262523975302,0.0024129549662272134,9.959189222857502e-06,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9090909090909091,0.8850574712643678,0.8160919540229885,0.8700801114594219,0.03941609139236061,157,0.9482758620689655,0.9485714285714286,0.9542857142857143,0.9503776683087027,0.002766038973956715,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,10,
265,0.030014594395955402,0.00024451196616988947,0.0034903685251871743,4.052336624139774e-07,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9204545454545454,0.8850574712643678,0.8505747126436781,0.8853622431208638,0.028529136250881895,122,0.9712643678160919,0.9657142857142857,0.9657142857142857,0.9675643130815544,0.002616333793552827,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,20,
266,0.044587135314941406,6.986708557586756e-05,0.004552920659383138,2.1080241576226804e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9770114942528736,0.9485714285714286,0.9657142857142857,0.9637657361795293,0.011692076176005572,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,30,
267,0.059230804443359375,0.0003020213560581878,0.005539655685424805,4.5828905023813394e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,122,0.9712643678160919,0.9485714285714286,0.9657142857142857,0.9618500273672689,0.00965890754070607,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,40,
268,0.07702374458312988,0.0010016449070794056,0.006901741027832031,0.00037546806008490965,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8275862068965517,0.8815308254963427,0.03937302480659559,134,0.9655172413793104,0.9485714285714286,0.9657142857142857,0.9599343185550082,0.00803517924304066,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,50,
269,0.08890875180562337,0.00023185642601128312,0.007674694061279297,0.00022798460031526053,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,0.9712643678160919,0.9485714285714286,0.9771428571428571,0.9656595511767926,0.01231914796358864,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,60,
270,0.10317834218343098,0.0003240141140559106,0.00875107447306315,0.00016376034074089052,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,122,0.9597701149425287,0.96,0.9657142857142857,0.9618281335522715,0.0027495267174137755,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,70,
271,0.12014412879943848,0.0013719563129750848,0.00981593132019043,0.000107523519152205,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9597701149425287,0.96,0.9714285714285714,0.9637328954570333,0.00544247390311264,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,80,
272,0.13123194376627603,0.0005323007306151609,0.010799566904703775,0.0002689368852570932,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9655172413793104,0.9657142857142857,0.9714285714285714,0.967553366174056,0.00274136443411613,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,90,
273,0.14965415000915527,0.004588681314868338,0.012143214543660482,9.756542191935505e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9770114942528736,0.96,0.9657142857142857,0.9675752599890531,0.0070684818321615816,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,100,
274,0.16349450747172037,0.0021608652284620783,0.013065179189046225,0.00016021448623644558,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9657142857142857,0.9657142857142857,0.9713957307060755,0.008034776561265828,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,110,
275,0.17917537689208984,0.002188376391084977,0.015218973159790039,0.0015626455070414456,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9657142857142857,0.9714285714285714,0.9733004926108375,0.0070830975038049665,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,120,
276,0.1925677458445231,0.002534715248844927,0.015640099843343098,0.0005567765663736184,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9770114942528736,0.9657142857142857,0.9714285714285714,0.9713847837985768,0.004612170003262451,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,130,
277,0.2066629727681478,0.001974527738291628,0.016238053639729817,0.00012416921595146272,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9770114942528736,0.9714285714285714,0.9714285714285714,0.9732895457033388,0.0026318150586034784,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,140,
278,0.2210377057393392,0.0022051327063080297,0.01731220881144206,0.0004360884736232556,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8505747126436781,0.896856495994427,0.0327282914905376,12,0.9770114942528736,0.9714285714285714,0.9714285714285714,0.9732895457033388,0.0026318150586034784,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,150,
279,0.2360377311706543,0.0016691835188263541,0.018788735071818035,0.00047680196367293047,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9657142857142857,0.9714285714285714,0.9733004926108375,0.0070830975038049665,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,160,
280,0.2516460418701172,0.0008078013419602777,0.01935553550720215,0.0002572842483420826,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,0.9770114942528736,0.9657142857142857,0.9714285714285714,0.9713847837985768,0.004612170003262451,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,170,
281,0.26758702596028644,0.0021639120874447355,0.020758946736653645,0.0006960563985009568,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,180,
282,0.2807750701904297,0.0012802890335786353,0.021523793538411457,0.0003528133854793264,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,190,
283,0.2955795129140218,0.0021414349791894897,0.0230258305867513,0.0011257881991948938,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,97,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,200,
284,0.3095112641652425,0.0015586715866685468,0.023416678110758465,0.0002540071703060123,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9657142857142857,0.9714285714285714,0.9733004926108375,0.0070830975038049665,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,210,
285,0.3253616491953532,0.0017525063932995106,0.024703502655029297,0.0003236077661952087,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,0.9885057471264368,0.9714285714285714,0.9714285714285714,0.9771209633278599,0.00805025782631648,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,220,
286,0.33636315663655597,0.004942915327217129,0.02595941225687663,0.0005369479064313016,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,0.9885057471264368,0.9714285714285714,0.9714285714285714,0.9771209633278599,0.00805025782631648,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,230,
287,0.34783172607421875,0.0073586433697816304,0.02728271484375,0.0006209405197271876,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9090909090909091,0.9195402298850575,0.8390804597701149,0.8892371995820271,0.03572180461739161,91,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,240,
288,0.016286770502726238,0.001255481756987865,0.002489884694417318,0.00011662094503018286,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8275862068965517,0.8434343434343434,0.015035971922082475,215,0.8793103448275862,0.8914285714285715,0.9142857142857143,0.8950082101806239,0.01450125229947484,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,10,
289,0.030081510543823242,0.000592019880946208,0.003657182057698568,7.011677426643049e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8505747126436781,0.8587600139324277,0.005823146463706207,210,0.8850574712643678,0.9028571428571428,0.9085714285714286,0.8988286808976463,0.010013255427312368,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,20,
290,0.04502113660176595,0.0007470547898629662,0.004559437433878581,7.412385524584015e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.8390804597701149,0.8701236502960641,0.024065675958603098,153,0.8908045977011494,0.9142857142857143,0.9142857142857143,0.9064586754241927,0.011069104511185148,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,30,
291,0.05816952387491862,0.0009727356155209667,0.0055628617604573565,2.8692454050249055e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.8390804597701149,0.8663357715081853,0.0199683364108338,181,0.8908045977011494,0.9085714285714286,0.92,0.9064586754241927,0.012012234686457523,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,40,
292,0.07155919075012207,0.0021212423579103396,0.006826162338256836,0.00012028652478812797,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,50,
293,0.08578308423360188,0.0007785784292239058,0.00782012939453125,9.719780918456375e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8863636363636364,0.8850574712643678,0.8275862068965517,0.8663357715081853,0.027405268167635354,181,0.9022988505747126,0.9085714285714286,0.9142857142857143,0.9083853311439518,0.004895385554847696,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,60,
294,0.10231423377990723,0.0012275781749958288,0.008751948674519857,3.50922848796057e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.875,0.8735632183908046,0.8390804597701149,0.8625478927203064,0.016604344658390554,198,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,70,
295,0.11774357159932454,0.0033600892395018664,0.009593725204467773,9.639504241979157e-06,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,80,
296,0.13281798362731934,0.0017275444680225419,0.011159022649129232,0.00045314854545044995,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,90,
297,0.14406514167785645,0.001559569401029045,0.011991739273071289,0.00013764662592062924,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9028571428571428,0.9142857142857143,0.9026491516146687,0.00958725383976702,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,100,
298,0.16034221649169922,0.0017729573855613458,0.014039278030395508,0.0009900635915191236,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.875,0.8850574712643678,0.8275862068965517,0.8625478927203064,0.025060297800672676,198,0.896551724137931,0.9028571428571428,0.9142857142857143,0.9045648604269294,0.0073398831105150565,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,110,
299,0.17662461598714194,0.00210811295235275,0.01419393221537272,0.00036717004758215696,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.875,0.8850574712643678,0.8275862068965517,0.8625478927203064,0.025060297800672676,198,0.896551724137931,0.9085714285714286,0.9142857142857143,0.9064696223316914,0.0073908408967887146,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,120,
300,0.19027129809061685,0.002271678965485229,0.015651464462280273,0.0005052261648151546,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.875,0.8850574712643678,0.8275862068965517,0.8625478927203064,0.025060297800672676,198,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,130,
301,0.20432424545288086,0.0014675077429418995,0.01614967981974284,0.00031166967758337877,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,140,
302,0.21865018208821616,0.0007153895129386795,0.017348051071166992,0.00014763648997098138,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,150,
303,0.23058040936787924,0.004572577132155442,0.018178621927897137,0.0004997848797008723,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,160,
304,0.24387089411417642,0.004087252985730846,0.019116799036661785,0.0002865213618742103,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,170,
305,0.2616281509399414,0.004483602461657105,0.02106308937072754,0.0005298502343333935,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,180,
306,0.27733421325683594,0.005068854490353664,0.021088123321533203,0.0002889260051838814,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,190,
307,0.288285493850708,0.0030970818327987013,0.02270166079203288,0.0010428084758469834,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8636363636363636,0.896551724137931,0.8390804597701149,0.86642284918147,0.023545133018363796,160,0.8793103448275862,0.9028571428571428,0.9142857142857143,0.8988177339901476,0.014561518583334824,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,200,
308,0.3006722927093506,0.005221233631129145,0.023358980814615887,0.0002624205139292892,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,210,
309,0.31837932268778485,0.004160325193216573,0.02441104253133138,0.0003071108536351993,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,220,
310,0.32990296681722003,0.005798725948520171,0.025372902552286785,0.00044252425104355424,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,230,
311,0.34593669573465985,0.0033040202639857052,0.02779102325439453,0.0020234507788729596,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8793103448275862,0.9028571428571428,0.92,0.9007224958949096,0.01667991901963785,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,240,
312,0.015135367711385092,0.00012894975376128985,0.002797206242879232,0.0005821620396175316,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8275862068965517,0.8054249390456287,0.017766512970624856,245,0.8275862068965517,0.8685714285714285,0.88,0.8587192118226601,0.022503348758518976,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,10,
313,0.029233296712239582,0.0002077310795646376,0.003499587376912435,7.994037444896425e-06,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8390804597701149,0.8054249390456287,0.024080794865996704,245,0.8160919540229885,0.8857142857142857,0.9085714285714286,0.8701258894362343,0.03933075028591979,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,20,
314,0.04445799191792806,0.0010147972761593905,0.004512627919514974,4.427244634551683e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8181818181818182,0.8045977011494253,0.8275862068965517,0.8167885754092651,0.009436584593621773,217,0.8218390804597702,0.8857142857142857,0.9085714285714286,0.8720415982484949,0.03670451233970532,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,30,
315,0.05726289749145508,0.00047071633243986625,0.006119569142659505,0.0007430032964234546,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8390804597701149,0.8130006966213862,0.01927241575334284,222,0.8275862068965517,0.8857142857142857,0.9142857142857143,0.8758620689655171,0.03607400519792055,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,40,
316,0.07275819778442383,0.0019017746461821585,0.006498495737711589,9.601301654771067e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8275862068965517,0.8130006966213862,0.010353275362264125,222,0.8218390804597702,0.88,0.9142857142857143,0.8720415982484947,0.03815841667981712,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,50,
317,0.0859057108561198,0.0005416950685464582,0.0077482859293619795,1.6962196866317e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8857142857142857,0.9142857142857143,0.8701149425287356,0.043843901992070194,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,60,
318,0.09924634297688802,0.0013555175504730455,0.008624076843261719,0.000153435399884911,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.7988505747126436,0.8857142857142857,0.9085714285714286,0.8643787629994527,0.04726570172977144,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,70,
319,0.1127001444498698,0.0006074524966021871,0.009775797526041666,9.977683813742786e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.7988505747126436,0.8857142857142857,0.9085714285714286,0.8643787629994527,0.04726570172977144,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,80,
320,0.1304620901743571,0.0017276433239483452,0.011149326960245768,0.0006603160360960771,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.7988505747126436,0.8914285714285715,0.9085714285714286,0.8662835249042145,0.048193163183237686,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,90,
321,0.14177370071411133,0.00041960708108629513,0.012333234151204428,0.0006198304202285639,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,100,
322,0.15908114115397134,0.004185847758957336,0.01329819361368815,0.0003130319022094811,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8045977011494253,0.7977621037965865,0.009666994483306183,325,0.7988505747126436,0.8914285714285715,0.9085714285714286,0.8662835249042145,0.048193163183237686,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,110,
323,0.17071978251139322,0.0010909831385387584,0.014109373092651367,0.00047930915148271166,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.8103448275862069,0.8914285714285715,0.9085714285714286,0.8701149425287357,0.04283938505579049,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,120,
324,0.18434953689575195,0.0016101427592878472,0.01510914166768392,0.0005187860572830994,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,130,
325,0.2044349511464437,0.0009505266524124613,0.015985647837320965,7.268869451706734e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8160919540229885,0.8053814002089865,0.00844339174610061,251,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,140,
326,0.2156515916188558,0.0023578140264975725,0.01784340540568034,0.0013196641632163084,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8160919540229885,0.8053814002089865,0.00844339174610061,251,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,150,
327,0.22852007548014322,0.002554295384687645,0.018303314844767254,0.00039205325416309574,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8914285714285715,0.9142857142857143,0.8720197044334975,0.04459787043117876,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,160,
328,0.24011659622192383,0.0011497238550356981,0.020633459091186523,0.0013341195285614998,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8914285714285715,0.9142857142857143,0.870103995621237,0.04725052526317381,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,170,
329,0.25485841433207196,0.0013674252201164013,0.020165205001831055,0.0002911974290956823,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,180,
330,0.2695365746815999,0.0006894323392770188,0.02497522036234538,0.004927849983062794,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8857142857142857,0.9085714285714286,0.8662944718117132,0.04461300914542133,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,190,
331,0.2839306990305583,0.002004217976693376,0.022072712580362957,9.791901322846606e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8857142857142857,0.9085714285714286,0.8682101806239736,0.041967539492144046,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,200,
332,0.29950563112894696,0.0020208320915929222,0.02316602071126302,0.00021164483501585703,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8275862068965517,0.8092128178335075,0.013517529193894836,229,0.8103448275862069,0.8857142857142857,0.9085714285714286,0.8682101806239736,0.041967539492144046,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,210,
333,0.3134756088256836,0.0023835426019301,0.024262746175130207,0.000305311248269786,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8275862068965517,0.8092128178335075,0.013517529193894836,229,0.8045977011494253,0.8857142857142857,0.9142857142857143,0.8681992337164751,0.04646107934828306,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,220,
334,0.32955439885457355,0.0024363521196644486,0.026430447896321613,0.001674075893905925,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8857142857142857,0.9142857142857143,0.8681992337164751,0.04646107934828306,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,230,
335,0.33971699078877765,0.002606536318658626,0.02621181805928548,0.00010169352841174426,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8045977011494253,0.88,0.9142857142857143,0.8662944718117132,0.04581663586978437,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,240,
336,0.01488645871480306,8.298024600932773e-05,0.0023849010467529297,7.720738214620457e-06,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8068181818181818,0.7471264367816092,0.7931034482758621,0.7823493556252177,0.025527945313998938,374,0.8103448275862069,0.8057142857142857,0.8571428571428571,0.8244006568144499,0.02322928096556966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,10,
337,0.029289722442626953,0.0006805798554525451,0.003413041432698568,4.540787394717638e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7613636363636364,0.6896551724137931,0.7931034482758621,0.7480407523510971,0.04327055098268227,475,0.7988505747126436,0.8342857142857143,0.8285714285714286,0.820569239189929,0.015533588452421207,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,20,
338,0.04256153106689453,0.0003852514234737273,0.004456361134847005,7.636576821620697e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8045977011494253,0.7594479275513759,0.050055992864016706,464,0.7988505747126436,0.8285714285714286,0.8628571428571429,0.8300930487137385,0.02615271416510108,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,30,
339,0.056490818659464516,0.00029066959146751924,0.005610942840576172,0.0001462530380663821,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,40,
340,0.07198079427083333,0.001089170326142484,0.006776650746663411,0.00013090784310012396,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8045977011494253,0.7594479275513759,0.050055992864016706,464,0.7988505747126436,0.8228571428571428,0.88,0.8339025725232622,0.03403731720233886,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,50,
341,0.0859223206837972,0.0002625781600757641,0.00780487060546875,0.00023048628286965344,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,60,
342,0.10098838806152344,0.0016733662704985074,0.008680502573649088,2.625949729650271e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,70,
343,0.11442971229553223,0.0015169252143383172,0.00972294807434082,0.00011245541633577271,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,80,
344,0.12714680035909018,0.0004937741957535842,0.010676383972167969,0.0001596044559359389,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,90,
345,0.14016985893249512,0.0010491779087306583,0.011703411738077799,0.000200758668473525,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,100,
346,0.1538728872934977,0.0009907741653504272,0.012583335240681967,4.6683929900922404e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,110,
347,0.1676154931386312,0.0019617854667515065,0.01360019048055013,4.8085086434913315e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,120,
348,0.18135889371236166,0.001334838269240704,0.014679908752441406,0.00013788057899617986,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,130,
349,0.19911829630533853,0.002423078734175389,0.01562356948852539,8.357333580680968e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,140,
350,0.2097470760345459,0.002574142791851394,0.0170441468556722,0.0006113269437214713,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,150,
351,0.22501023610432944,0.0030923604916089477,0.01789100964864095,0.0005446887757660143,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,160,
352,0.23593314488728842,0.0032666108342493216,0.019135713577270508,0.00011119732793503168,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,170,
353,0.2541782061258952,0.001626175061172058,0.01994625727335612,0.0002662697099216164,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,180,
354,0.2677055199940999,0.0011288707634551241,0.021372318267822266,0.0004403740676037812,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,190,
355,0.28282682100931805,0.0027482735188541873,0.023368040720621746,0.0018643259801875795,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,200,
356,0.292860746383667,0.001753741541511845,0.022646188735961914,0.00016783900315618894,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,210,
357,0.30996274948120117,0.005739466150852602,0.02460304896036784,0.000818164780469417,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,220,
358,0.3229054609934489,0.0038694687570411594,0.025328636169433594,0.00025813264403875836,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,230,
359,0.3371759255727132,0.0022305432801204045,0.02664486567179362,0.000530360341411445,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,240,
360,0.016363859176635742,0.0004438987720925379,0.002624352773030599,0.00018885825101812295,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8977272727272727,0.8620689655172413,0.8735632183908046,0.8777864855451062,0.014860590104113093,139,0.9942528735632183,1.0,0.9885714285714285,0.9942747673782156,0.0046657204323192,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,10,
361,0.03047482172648112,0.00018750721492280804,0.003426631291707357,4.6468726386061614e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9090909090909091,0.8735632183908046,0.8620689655172413,0.8815743643329851,0.020014988364414687,131,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,20,
362,0.04587284723917643,0.0002094726996354924,0.004596551259358724,6.56560305941042e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9090909090909091,0.9195402298850575,0.8505747126436781,0.8930686172065482,0.030349036448334338,25,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,30,
363,0.060739596684773765,0.000857137933376527,0.005658547083536784,0.00013930397667941585,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8505747126436781,0.896856495994427,0.0327282914905376,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,40,
364,0.07468144098917644,0.0001610670391100928,0.006610870361328125,2.5634894531546535e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,50,
365,0.09186784426371257,0.0016941112307727304,0.00761564572652181,0.00013399397536897995,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9090909090909091,0.9195402298850575,0.8620689655172413,0.8969000348310692,0.024995994591444325,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,60,
366,0.10404348373413086,0.0007707963887257466,0.008813778559366861,5.318046820270508e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9090909090909091,0.9080459770114943,0.8505747126436781,0.8892371995820271,0.02734183477086781,91,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,70,
367,0.12117528915405273,0.002285201605967539,0.009612242380777994,0.0002534617387548424,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9090909090909091,0.896551724137931,0.8505747126436781,0.8854057819575062,0.025155653201348376,120,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,80,
368,0.13535205523173013,0.0011939813966942723,0.010963757832845053,0.00010550147095950014,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8390804597701149,0.8929815395332636,0.0393300074588328,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,90,
369,0.14923564592997232,0.0006157647842661296,0.011901299158732096,5.2946224382957335e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8390804597701149,0.8929815395332636,0.0393300074588328,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,100,
370,0.1640760898590088,0.0020576687901776424,0.012833674748738607,9.39301290924256e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,110,
371,0.1826957861582438,0.004718196362058877,0.014370203018188477,0.0002379434142120859,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,97,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,120,
372,0.195310910542806,0.002731269244599886,0.015121539433797201,0.00024484867106794024,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8620689655172413,0.8968129571577848,0.028475597455445253,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,130,
373,0.21278301874796549,0.006445032970441943,0.015920480092366535,0.0004116198701393397,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,140,
374,0.2218329906463623,0.0013385302455975175,0.016915082931518555,0.0003056405918574156,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,150,
375,0.23680790265401205,0.00339312895979825,0.01829663912455241,0.00021528034465105592,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,160,
376,0.2562956015268962,0.0011791149269265253,0.01963035265604655,0.0003136635607937792,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,170,
377,0.2709508736928304,0.0030601522874394043,0.020450353622436523,0.00016731787143670643,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,180,
378,0.2859761714935303,0.0011708449255517853,0.021924734115600586,0.0009419937672035852,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8620689655172413,0.8968129571577848,0.028475597455445253,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,190,
379,0.3027365207672119,0.0016148272293709067,0.02257847785949707,0.0007605224062159401,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8620689655172413,0.8968129571577848,0.028475597455445253,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,200,
380,0.3157281080881755,0.0013309772265889185,0.024181604385375977,0.001191597788038318,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8620689655172413,0.8968129571577848,0.028475597455445253,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,210,
381,0.3264613151550293,0.00016817012962764847,0.02408766746520996,9.472711496790137e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8620689655172413,0.9006443747823057,0.02895198416134537,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,220,
382,0.34337981541951496,0.009664292286363386,0.025431474049886067,1.0411247947875023e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8620689655172413,0.9006443747823057,0.02895198416134537,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,230,
383,0.3560309410095215,0.0029559219922476627,0.026567856470743816,0.0004678244933619404,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9318181818181818,0.9080459770114943,0.8620689655172413,0.9006443747823057,0.02895198416134537,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,240,
384,0.015640735626220703,0.00019289119056554186,0.0024786790211995444,7.149519098441226e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9090909090909091,0.8850574712643678,0.8160919540229885,0.8700801114594219,0.03941609139236061,157,0.9482758620689655,0.9485714285714286,0.9542857142857143,0.9503776683087027,0.002766038973956715,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,10,
385,0.030222972234090168,0.00024413770166441658,0.0034921964009602866,4.987540909551484e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9204545454545454,0.8850574712643678,0.8505747126436781,0.8853622431208638,0.028529136250881895,122,0.9712643678160919,0.9657142857142857,0.9657142857142857,0.9675643130815544,0.002616333793552827,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,20,
386,0.04487737019856771,0.0016074550772705151,0.004612843195597331,0.00016777355023078346,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9770114942528736,0.9485714285714286,0.9657142857142857,0.9637657361795293,0.011692076176005572,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,30,
387,0.058985630671183266,0.0008290168686170776,0.005545775095621745,3.876500035954054e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,122,0.9712643678160919,0.9485714285714286,0.9657142857142857,0.9618500273672689,0.00965890754070607,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,40,
388,0.07358733812967937,0.0012841294807796242,0.006486336390177409,0.00011767051223532931,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8275862068965517,0.8815308254963427,0.03937302480659559,134,0.9655172413793104,0.9485714285714286,0.9657142857142857,0.9599343185550082,0.00803517924304066,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,50,
389,0.08925104141235352,0.001624087702504694,0.007760763168334961,0.00013938674153191855,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,0.9712643678160919,0.9485714285714286,0.9771428571428571,0.9656595511767926,0.01231914796358864,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,60,
390,0.10408449172973633,0.001582731724663564,0.008564472198486328,0.00012808840772907543,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,122,0.9597701149425287,0.96,0.9657142857142857,0.9618281335522715,0.0027495267174137755,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,70,
391,0.11646850903828938,0.0012977929036450517,0.009638150533040365,0.00017656515841893886,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9655172413793104,0.96,0.9714285714285714,0.965648604269294,0.0046666192888884465,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,80,
392,0.133499542872111,0.0014143550957357162,0.010894139607747396,0.00018547886035525274,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9712643678160919,0.9657142857142857,0.9714285714285714,0.9694690749863164,0.0026558831004150013,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,90,
393,0.14609360694885254,0.0007272895610703821,0.011817614237467447,0.00012379754464536576,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9770114942528736,0.96,0.9657142857142857,0.9675752599890531,0.0070684818321615816,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,100,
394,0.16347503662109375,0.004841441849908433,0.013228893280029297,0.000360190797689838,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9657142857142857,0.9657142857142857,0.9713957307060755,0.008034776561265828,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,110,
395,0.174684206644694,0.0011527258839902233,0.013921737670898438,0.00014878809377439153,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9657142857142857,0.9714285714285714,0.9733004926108375,0.0070830975038049665,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,120,
396,0.19315584500630698,0.0054114637171510886,0.014806429545084635,0.00011813655965106237,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9770114942528736,0.9657142857142857,0.9714285714285714,0.9713847837985768,0.004612170003262451,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,130,
397,0.20826268196105957,0.004127682881067536,0.016312599182128906,0.00037186578200565514,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9770114942528736,0.9714285714285714,0.9714285714285714,0.9732895457033388,0.0026318150586034784,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,140,
398,0.22134669621785483,0.0021594270644617946,0.01710375150044759,0.00024012624280203495,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8505747126436781,0.896856495994427,0.0327282914905376,12,0.9770114942528736,0.9714285714285714,0.9714285714285714,0.9732895457033388,0.0026318150586034784,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,150,
399,0.23439860343933105,0.0006685133099372248,0.018278996149698894,9.202758125871868e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9657142857142857,0.9714285714285714,0.9733004926108375,0.0070830975038049665,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,160,
400,0.250868558883667,0.003629529675411072,0.019263029098510742,0.00016897840053982876,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,0.9770114942528736,0.9657142857142857,0.9714285714285714,0.9713847837985768,0.004612170003262451,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,170,
401,0.26357658704121906,0.0018088693241810206,0.02058553695678711,0.0007078480983557559,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,180,
402,0.27833127975463867,0.0034162191176290626,0.021356900533040363,0.0004515497807585991,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8390804597701149,0.8891936607453849,0.035795649891128004,97,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,190,
403,0.2978329658508301,0.0027476375205231006,0.02275228500366211,0.0006029371904656139,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8505747126436781,0.8891936607453849,0.028998891715434433,97,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,200,
404,0.3115863800048828,0.006769169081733901,0.023373524347941082,0.0002331924929033669,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9204545454545454,0.9080459770114943,0.8505747126436781,0.893025078369906,0.030441400596548814,26,0.9827586206896551,0.9657142857142857,0.9714285714285714,0.9733004926108375,0.0070830975038049665,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,210,
405,0.32103578249613446,0.0032652768880783124,0.024624347686767578,0.0006482197650885538,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,0.9885057471264368,0.9714285714285714,0.9714285714285714,0.9771209633278599,0.00805025782631648,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,220,
406,0.3417243957519531,0.0037807433545362194,0.02617470423380534,0.00037358608109517156,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9204545454545454,0.9195402298850575,0.8390804597701149,0.8930250783699059,0.03814643190083743,54,0.9885057471264368,0.9714285714285714,0.9714285714285714,0.9771209633278599,0.00805025782631648,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,230,
407,0.35413630803426105,0.0017079635438354758,0.026309967041015625,0.00018108902123013465,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9090909090909091,0.9195402298850575,0.8390804597701149,0.8892371995820271,0.03572180461739161,91,0.9827586206896551,0.9714285714285714,0.9714285714285714,0.9752052545155993,0.005341036442459953,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,240,
408,0.01512749989827474,0.00024955189141993926,0.002344846725463867,3.8550153601470446e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8636363636363636,0.8390804597701149,0.8275862068965517,0.8434343434343434,0.015035971922082475,215,0.8793103448275862,0.8914285714285715,0.9142857142857143,0.8950082101806239,0.01450125229947484,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,10,
409,0.02928773562113444,0.00017137087123617143,0.003606398900349935,0.00021323173996336397,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8636363636363636,0.8620689655172413,0.8505747126436781,0.8587600139324277,0.005823146463706207,210,0.8850574712643678,0.9028571428571428,0.9085714285714286,0.8988286808976463,0.010013255427312368,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,20,
410,0.043762763341267906,0.00018117012817157183,0.004435936609903972,7.904797463290276e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8977272727272727,0.8735632183908046,0.8390804597701149,0.8701236502960641,0.024065675958603098,153,0.8908045977011494,0.9142857142857143,0.9142857142857143,0.9064586754241927,0.011069104511185148,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,30,
411,0.05843909581502279,0.0007251412754254943,0.005537350972493489,8.992676280339142e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8863636363636364,0.8735632183908046,0.8390804597701149,0.8663357715081853,0.0199683364108338,181,0.8908045977011494,0.9085714285714286,0.92,0.9064586754241927,0.012012234686457523,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,40,
412,0.07390165328979492,0.00125403544663298,0.00664520263671875,4.870901879554728e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,50,
413,0.0868362585703532,0.0005483446371622108,0.007570346196492513,0.0001090825724228725,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8863636363636364,0.8850574712643678,0.8275862068965517,0.8663357715081853,0.027405268167635354,181,0.9022988505747126,0.9085714285714286,0.9142857142857143,0.9083853311439518,0.004895385554847696,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,60,
414,0.10132384300231934,0.0006856328342417606,0.008799870808919271,0.00017894817540898945,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.875,0.8735632183908046,0.8390804597701149,0.8625478927203064,0.016604344658390554,198,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,70,
415,0.11678496996561687,0.0015398809158023215,0.009653170903523764,0.00015052029549702303,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,80,
416,0.12842392921447754,0.0007096437858892458,0.010661919911702475,0.00010467857850979396,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9085714285714286,0.9142857142857143,0.9045539135194307,0.009998200818455745,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,90,
417,0.14731820424397787,0.0030817325651607344,0.01203608512878418,0.0005207223330775444,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8908045977011494,0.9028571428571428,0.9142857142857143,0.9026491516146687,0.00958725383976702,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,100,
418,0.15790987014770508,0.002111536868594759,0.012853225072224935,0.0003568678480061006,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.875,0.8850574712643678,0.8275862068965517,0.8625478927203064,0.025060297800672676,198,0.896551724137931,0.9028571428571428,0.9142857142857143,0.9045648604269294,0.0073398831105150565,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,110,
419,0.17646360397338867,0.0063092434502837694,0.014043410619099935,0.0005563167503494511,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.875,0.8850574712643678,0.8275862068965517,0.8625478927203064,0.025060297800672676,198,0.896551724137931,0.9085714285714286,0.9142857142857143,0.9064696223316914,0.0073908408967887146,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,120,
420,0.18718504905700684,0.0032347013383585642,0.01647647221883138,0.002291919089212605,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.875,0.8850574712643678,0.8275862068965517,0.8625478927203064,0.025060297800672676,198,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,130,
421,0.19926969210306802,0.0011173412257417142,0.01588273048400879,0.00010137940014123949,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,140,
422,0.21667098999023438,0.0022841773067340558,0.016855716705322266,0.00021703800815649283,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.875,0.8850574712643678,0.8390804597701149,0.8663793103448275,0.019735055342946877,163,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,150,
423,0.23024821281433105,0.003149943865639763,0.018267075220743816,0.0004317709050491725,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,160,
424,0.24577434857686362,0.001414610040305134,0.018928130467732746,0.0003121276102053599,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,170,
425,0.259044090906779,0.0018485673109255474,0.01980002721150716,0.00018829960003067882,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,180,
426,0.27463579177856445,0.0033079088337903246,0.021207412083943684,0.0002276813240336656,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8636363636363636,0.8850574712643678,0.8390804597701149,0.8625914315569488,0.018784573613714866,187,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,190,
427,0.2899612585703532,0.005088613529531772,0.022225459416707356,0.00042524787322229364,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8636363636363636,0.896551724137931,0.8390804597701149,0.86642284918147,0.023545133018363796,160,0.8793103448275862,0.9028571428571428,0.9142857142857143,0.8988177339901476,0.014561518583334824,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,200,
428,0.30434346199035645,0.003388423523268513,0.023292144139607746,0.00013312588847344187,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8850574712643678,0.9028571428571428,0.92,0.9026382047071703,0.014266067644244868,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,210,
429,0.316847562789917,0.0022599241558510894,0.024192094802856445,7.885590131140525e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,220,
430,0.32939577102661133,0.004771112969266178,0.02533070246378581,0.0003909965031860386,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8908045977011494,0.9028571428571428,0.92,0.9045539135194307,0.011979208428446186,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,230,
431,0.3446061611175537,0.0022862279657769507,0.026274919509887695,6.949427862800523e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8636363636363636,0.9080459770114943,0.8390804597701149,0.870254266805991,0.028541293171644833,140,0.8793103448275862,0.9028571428571428,0.92,0.9007224958949096,0.01667991901963785,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,240,
432,0.015013853708902994,0.00012847087050142723,0.002377033233642578,2.3443550694356556e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8275862068965517,0.8054249390456287,0.017766512970624856,245,0.8275862068965517,0.8685714285714285,0.88,0.8587192118226601,0.022503348758518976,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,10,
433,0.02924942970275879,5.771929476532791e-05,0.0034894943237304688,3.833476177051558e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8390804597701149,0.8054249390456287,0.024080794865996704,245,0.8160919540229885,0.8857142857142857,0.9085714285714286,0.8701258894362343,0.03933075028591979,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,20,
434,0.04351941744486491,0.00024970863211197606,0.004523277282714844,2.3768630424390968e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8181818181818182,0.8045977011494253,0.8275862068965517,0.8167885754092651,0.009436584593621773,217,0.8218390804597702,0.8857142857142857,0.9085714285714286,0.8720415982484949,0.03670451233970532,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,30,
435,0.05926672617594401,0.00092075691981418,0.005722920099894206,0.0002057803571963135,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8068181818181818,0.7931034482758621,0.8390804597701149,0.8130006966213862,0.01927241575334284,222,0.8275862068965517,0.8857142857142857,0.9142857142857143,0.8758620689655171,0.03607400519792055,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,40,
436,0.07133293151855469,0.0008352811319414812,0.006552855173746745,8.0988498187131e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8068181818181818,0.8045977011494253,0.8275862068965517,0.8130006966213862,0.010353275362264125,222,0.8218390804597702,0.88,0.9142857142857143,0.8720415982484947,0.03815841667981712,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,50,
437,0.08538540204366048,0.0004504057137434564,0.007565736770629883,5.0274483307534266e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8857142857142857,0.9142857142857143,0.8701149425287356,0.043843901992070194,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,60,
438,0.10129284858703613,0.002404203565269768,0.008739789326985678,0.00012852601886971022,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.7988505747126436,0.8857142857142857,0.9085714285714286,0.8643787629994527,0.04726570172977144,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,70,
439,0.11411404609680176,0.0005414488555994914,0.009859244028727213,0.00020815151158112122,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.7988505747126436,0.8857142857142857,0.9085714285714286,0.8643787629994527,0.04726570172977144,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,80,
440,0.12808100382486978,0.0019387297025049701,0.010514179865519205,1.5561670739926998e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.7988505747126436,0.8914285714285715,0.9085714285714286,0.8662835249042145,0.048193163183237686,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,90,
441,0.14334678649902344,0.0012157147495226465,0.011708498001098633,0.0001378475938030986,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,100,
442,0.1548755168914795,0.0010359660292985047,0.01305230458577474,0.00047284687237342314,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8045977011494253,0.7977621037965865,0.009666994483306183,325,0.7988505747126436,0.8914285714285715,0.9085714285714286,0.8662835249042145,0.048193163183237686,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,110,
443,0.17176206906636557,0.0022911987603471988,0.013858318328857422,0.00014806324851502711,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.7931034482758621,0.8160919540229885,0.7977621037965866,0.013473282763351186,316,0.8103448275862069,0.8914285714285715,0.9085714285714286,0.8701149425287357,0.04283938505579049,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,120,
444,0.18447033564249674,0.002028610576827974,0.014764706293741861,0.00045443016204495154,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.8045977011494253,0.8160919540229885,0.8015935214211076,0.01323594955833715,286,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,130,
445,0.1998907725016276,0.0015682313939035565,0.015929142634073894,0.00019603095253972245,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8160919540229885,0.8053814002089865,0.00844339174610061,251,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,140,
446,0.2133504549662272,0.002796315620988649,0.017178932825724285,0.0005782848847908671,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8160919540229885,0.8053814002089865,0.00844339174610061,251,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,150,
447,0.25666125615437824,0.042120694083014804,0.017678578694661457,0.00028582939625455356,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8914285714285715,0.9142857142857143,0.8720197044334975,0.04459787043117876,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,160,
448,0.24280277887980142,0.003201022524883432,0.01938462257385254,0.0006173780857621571,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8914285714285715,0.9142857142857143,0.870103995621237,0.04725052526317381,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,170,
449,0.25389663378397626,0.001055051849715751,0.02284979820251465,0.0022775648546901673,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8914285714285715,0.9085714285714286,0.8681992337164752,0.04551436107730705,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,180,
450,0.2678375244140625,0.0005315838297793693,0.021581093470255535,0.000683466306952483,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8857142857142857,0.9085714285714286,0.8662944718117132,0.04461300914542133,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,190,
451,0.28452499707539874,0.0019787440806173133,0.021631956100463867,0.0002976734652132793,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8103448275862069,0.8857142857142857,0.9085714285714286,0.8682101806239736,0.041967539492144046,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,200,
452,0.2966779867808024,0.0005923501267703148,0.025113344192504883,0.003035426780439591,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8275862068965517,0.8092128178335075,0.013517529193894836,229,0.8103448275862069,0.8857142857142857,0.9085714285714286,0.8682101806239736,0.041967539492144046,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,210,
453,0.31902233759562176,0.0034264618180989267,0.028035561243693035,0.0030821610745502812,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7954545454545454,0.8045977011494253,0.8275862068965517,0.8092128178335075,0.013517529193894836,229,0.8045977011494253,0.8857142857142857,0.9142857142857143,0.8681992337164751,0.04646107934828306,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,220,
454,0.3320318063100179,0.008420895284214388,0.025675137837727863,0.0005316980329636917,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8275862068965517,0.8053814002089864,0.01573047985091389,259,0.8045977011494253,0.8857142857142857,0.9142857142857143,0.8681992337164751,0.04646107934828306,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,230,
455,0.33942071596781415,0.007096128568414721,0.027486721674601238,0.002126391514206917,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7954545454545454,0.7931034482758621,0.8160919540229885,0.8015499825844653,0.01032742673580148,299,0.8045977011494253,0.88,0.9142857142857143,0.8662944718117132,0.04581663586978437,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,240,
456,0.015091737111409506,0.00014619632518367252,0.0023897488911946616,5.733436708448792e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8068181818181818,0.7471264367816092,0.7931034482758621,0.7823493556252177,0.025527945313998938,374,0.8103448275862069,0.8057142857142857,0.8571428571428571,0.8244006568144499,0.02322928096556966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,10,
457,0.029742081960042317,0.0015153763393928432,0.0034601688385009766,4.1230562504667875e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7613636363636364,0.6896551724137931,0.7931034482758621,0.7480407523510971,0.04327055098268227,475,0.7988505747126436,0.8342857142857143,0.8285714285714286,0.820569239189929,0.015533588452421207,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,20,
458,0.044556617736816406,0.0003476853051746801,0.004665851593017578,0.00016171541647000388,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8045977011494253,0.7594479275513759,0.050055992864016706,464,0.7988505747126436,0.8285714285714286,0.8628571428571429,0.8300930487137385,0.02615271416510108,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,30,
459,0.057042439778645836,0.0013076004220998966,0.005643447240193685,0.00010470970749741308,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,40,
460,0.0708760420481364,0.0010268440726550882,0.006666024525960286,0.00022099111711049982,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8045977011494253,0.7594479275513759,0.050055992864016706,464,0.7988505747126436,0.8228571428571428,0.88,0.8339025725232622,0.03403731720233886,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,50,
461,0.08463168144226074,0.0008774992052056801,0.007818937301635742,0.00013993200556634732,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,60,
462,0.10128490130106609,0.003344103142405335,0.008618513743082682,8.368578919736178e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,70,
463,0.10995888710021973,0.0015795953782050732,0.009659608205159506,0.0003271609322124872,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,80,
464,0.12578622500101724,0.003104354207134885,0.01052244504292806,6.232182407304963e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,90,
465,0.14152216911315918,0.0019153346226634552,0.01170206069946289,0.00013394810422263549,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,100,
466,0.15498455365498862,0.0008162767486417007,0.012424627939860025,8.104041994337345e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,110,
467,0.16637428601582846,0.0007595886301335577,0.013567129770914713,0.00012033272244888308,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,120,
468,0.18399151166280112,0.0020147039031154345,0.01478870709737142,0.00011088289659721281,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,130,
469,0.19666759173075357,0.002317247317702638,0.016086101531982422,8.986409204733627e-06,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,140,
470,0.20874643325805664,0.0009020132255196911,0.016735553741455078,0.0003492138558302949,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,150,
471,0.22386900583902994,0.002534105533307394,0.01769391695658366,0.0005878000529760974,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,160,
472,0.238174835840861,0.0007334250846925783,0.019666433334350586,0.0010862656070740647,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,170,
473,0.2523929278055827,0.0021178909529224925,0.01974344253540039,0.0002447694668054054,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8914285714285715,0.837712096332786,0.03922731702148582,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,180,
474,0.26541725794474286,0.0010569469006107247,0.020740588506062824,0.00029969435623332233,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7840909090909091,0.6896551724137931,0.8160919540229885,0.7632793451758969,0.05367436278376184,407,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,190,
475,0.28075138727823895,0.0059580713628378315,0.022318442662556965,0.0005015471793089163,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,200,
476,0.29595375061035156,0.001148566519532755,0.02341763178507487,0.0004886638865885856,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8228571428571428,0.8857142857142857,0.835807334428024,0.03662518867788569,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,210,
477,0.30895153681437176,0.0014888344699513663,0.023605823516845703,0.00024891272660209593,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,220,
478,0.32056132952372235,0.000616372860936066,0.025492191314697266,0.0009125161030727417,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,230,
479,0.33690794308980304,0.0033748858120755867,0.026426951090494793,0.000584086083791577,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7840909090909091,0.7011494252873564,0.8160919540229885,0.767110762800418,0.04843683346428462,383,0.7988505747126436,0.8285714285714286,0.8857142857142857,0.837712096332786,0.03604617342230966,RandomForestClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,240,
0,0.05243309338887533,0.0007427577260037479,0.005472580591837565,0.00011028611127061011,42,"{'n_estimators': 30, 'random_state': 42}",0.7954545454545454,0.7011494252873564,0.7701149425287356,0.7555729710902125,0.03984943012914245,22,0.8505747126436781,0.92,0.9314285714285714,0.9006677613574166,0.03572709717009593,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,
1,0.0702815055847168,0.0020862920266808867,0.0072240034739176435,0.000216100924824791,42,"{'n_estimators': 40, 'random_state': 42}",0.8409090909090909,0.8160919540229885,0.8045977011494253,0.8205329153605017,0.015153016416334451,3,0.8793103448275862,0.9314285714285714,0.9485714285714286,0.9197701149425287,0.02945294706330309,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,
2,0.08592510223388672,0.0005857733430425505,0.008603890736897787,0.00016621637936761044,42,"{'n_estimators': 50, 'random_state': 42}",0.8636363636363636,0.7816091954022989,0.8390804597701149,0.8281086729362591,0.03437440095837374,2,0.9022988505747126,0.8914285714285715,0.9542857142857143,0.9160043787629993,0.027430350942350454,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,
3,0.10251386960347493,0.00029066581061137073,0.009891033172607422,9.434931414928387e-05,42,"{'n_estimators': 60, 'random_state': 42}",0.8522727272727273,0.8045977011494253,0.8505747126436781,0.8358150470219435,0.022084879079186607,1,0.8850574712643678,0.9085714285714286,0.9942857142857143,0.9293048713738369,0.046940451682339936,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,
4,0.1203000545501709,0.0010762762012965878,0.01138011614481608,0.00023528699463179446,42,"{'n_estimators': 70, 'random_state': 42}",0.8522727272727273,0.7011494252873564,0.8275862068965517,0.7936694531522117,0.0661932662192364,20,0.9080459770114943,0.9028571428571428,0.9771428571428571,0.9293486590038315,0.033861925834036445,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,
5,0.13633998235066733,0.0004269316492772362,0.012497504552205404,0.00030144358446615726,42,"{'n_estimators': 80, 'random_state': 42}",0.8636363636363636,0.7471264367816092,0.8275862068965517,0.8127830024381749,0.048703127282221766,8,0.9482758620689655,0.9028571428571428,0.9828571428571429,0.9446633825944172,0.032759604250413125,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,
6,0.15566094716389975,0.0023359570738029694,0.015389362970987955,0.000782668178736405,42,"{'n_estimators': 90, 'random_state': 42}",0.8522727272727273,0.7126436781609196,0.8160919540229885,0.7936694531522118,0.05916724458652153,18,0.9252873563218391,0.8971428571428571,0.9885714285714285,0.937000547345375,0.03823345002597182,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,
7,0.17143003145853677,0.0010277862662147281,0.01605836550394694,0.0004893781378219186,42,"{'n_estimators': 100, 'random_state': 42}",0.8636363636363636,0.6896551724137931,0.8160919540229885,0.7897944966910485,0.07342129991312724,21,0.9367816091954023,0.9028571428571428,0.9485714285714286,0.9294033935413246,0.01937829592216332,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,
8,0.18997589747111002,0.003825719893978742,0.01772912343343099,0.00042957167790864823,42,"{'n_estimators': 110, 'random_state': 42}",0.8636363636363636,0.7126436781609196,0.8390804597701149,0.8051201671891327,0.06615473714915676,16,0.9367816091954023,0.9028571428571428,0.9485714285714286,0.9294033935413246,0.01937829592216332,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,
9,0.2064667542775472,0.00212235410992423,0.018776655197143555,0.00013048446483984253,42,"{'n_estimators': 120, 'random_state': 42}",0.8636363636363636,0.735632183908046,0.8505747126436781,0.816614420062696,0.05751083150804029,4,0.9252873563218391,0.9142857142857143,0.9314285714285714,0.9236672140120415,0.007091686850724067,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,
10,0.22202793757120767,0.0007190406667656569,0.020009915033976238,0.00017476990756942526,42,"{'n_estimators': 130, 'random_state': 42}",0.8522727272727273,0.7471264367816092,0.8275862068965517,0.808995123650296,0.04489362897050876,12,0.9367816091954023,0.9142857142857143,0.9657142857142857,0.9389272030651341,0.021050370853206567,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,
11,0.2398385206858317,0.0028125548369279042,0.02166891098022461,0.00036532796228636434,42,"{'n_estimators': 140, 'random_state': 42}",0.8636363636363636,0.735632183908046,0.8275862068965517,0.8089515848136538,0.053893131053404715,13,0.9367816091954023,0.9142857142857143,0.96,0.9370224411603721,0.018663555924463237,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,
12,0.2601376374562581,0.004874324877469607,0.02393643061319987,0.0005169774457507592,42,"{'n_estimators': 150, 'random_state': 42}",0.8636363636363636,0.7126436781609196,0.8390804597701149,0.8051201671891327,0.06615473714915676,16,0.9425287356321839,0.8914285714285715,0.9714285714285714,0.935128626163109,0.03307638850817622,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,
13,0.2776617209116618,0.0048362727810967706,0.025924285252888996,0.002155947108693462,42,"{'n_estimators': 160, 'random_state': 42}",0.8522727272727273,0.7126436781609196,0.8160919540229885,0.7936694531522118,0.05916724458652153,18,0.9425287356321839,0.88,0.9714285714285714,0.9313191023535851,0.038157898501252646,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,
14,0.2952084541320801,0.0015232007668900514,0.026485602060953777,0.0014544603216358272,42,"{'n_estimators': 170, 'random_state': 42}",0.8636363636363636,0.7241379310344828,0.8390804597701149,0.8089515848136538,0.060804413240059745,13,0.9310344827586207,0.8857142857142857,0.96,0.9255829228243021,0.030571026217894554,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,
15,0.31104811032613117,0.001292976763656401,0.027491172154744465,0.00019395731999928358,42,"{'n_estimators': 180, 'random_state': 42}",0.875,0.7241379310344828,0.8275862068965517,0.8089080459770114,0.0629893971746637,15,0.9310344827586207,0.8742857142857143,0.9314285714285714,0.9122495894909689,0.02684499570894666,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,
16,0.3252871036529541,0.003505636777436457,0.029335657755533855,0.0010078767556287605,42,"{'n_estimators': 190, 'random_state': 42}",0.8636363636363636,0.7701149425287356,0.8160919540229885,0.8166144200626958,0.038181747642641685,5,0.9310344827586207,0.8914285714285715,0.9428571428571428,0.9217733990147782,0.02199318445759599,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,
17,0.3446971575419108,0.005124918669728402,0.03202939033508301,0.001517881693027254,42,"{'n_estimators': 200, 'random_state': 42}",0.8636363636363636,0.7471264367816092,0.8275862068965517,0.8127830024381749,0.048703127282221766,8,0.9310344827586207,0.8914285714285715,0.9428571428571428,0.9217733990147782,0.02199318445759599,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,
18,0.3621697425842285,0.0020537871834629463,0.032074928283691406,0.00033754115423520643,42,"{'n_estimators': 210, 'random_state': 42}",0.8636363636363636,0.7471264367816092,0.8275862068965517,0.8127830024381749,0.048703127282221766,8,0.9310344827586207,0.8971428571428571,0.9485714285714286,0.9255829228243021,0.021346570670469456,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,
19,0.3805123170216878,0.006236878389024531,0.03386378288269043,0.000288274453277312,42,"{'n_estimators': 220, 'random_state': 42}",0.8636363636363636,0.7586206896551724,0.8275862068965517,0.8166144200626958,0.04356878106455463,5,0.9310344827586207,0.8914285714285715,0.9657142857142857,0.9293924466338259,0.030349234462734444,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,
20,0.3980255921681722,0.001888320354494201,0.036198695500691734,0.0017859278284029602,42,"{'n_estimators': 230, 'random_state': 42}",0.8636363636363636,0.7701149425287356,0.8160919540229885,0.8166144200626958,0.038181747642641685,5,0.9310344827586207,0.8971428571428571,0.9371428571428572,0.9217733990147784,0.01759404736613772,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,
21,0.4147531986236572,0.002025575970253581,0.03745492299397787,0.000732293453329722,42,"{'n_estimators': 240, 'random_state': 42}",0.875,0.7471264367816092,0.8160919540229885,0.8127394636015325,0.052257959116683295,11,0.9310344827586207,0.8914285714285715,0.9428571428571428,0.9217733990147782,0.02199318445759599,AdaBoostClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,
0,0.1325995127360026,0.0001917476718359785,0.0015741984049479167,3.595951507065298e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.9204545454545454,0.8505747126436781,0.8505747126436781,0.8738679902473007,0.0329416690991643,66,0.9942528735632183,0.9714285714285714,0.9771428571428571,0.9809414340448823,0.009697390777725093,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.05
1,0.18079717953999838,0.00200054012965544,0.0016303062438964844,4.934861447735627e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.9204545454545454,0.8505747126436781,0.8620689655172413,0.8776994078718218,0.03059445270598996,65,0.9942528735632183,0.9885714285714285,0.9942857142857143,0.9923700054734538,0.0026860329470196997,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.05
2,0.22048322359720865,0.0007773853715984247,0.0017099380493164062,3.119246468033849e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.8735632183908046,0.8620689655172413,0.8853622431208638,0.025253801358597377,48,0.9942528735632183,1.0,1.0,0.9980842911877396,0.002709221383856527,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.05
3,0.26408974329630536,0.0022311701437085223,0.0017576217651367188,1.4037705844764465e-06,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.8850574712643678,0.8620689655172413,0.8891936607453849,0.024014579373386052,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.05
4,0.3098901907602946,0.0010614558715432013,0.001886288324991862,4.4619888274897906e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.05
5,0.359890619913737,0.007836032743139555,0.001933733622233073,5.612460904305924e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.05
6,0.4009268283843994,0.0015377355286117123,0.0020124117533365884,4.4563374122613816e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.05
7,0.44533220926920575,0.002071176583987411,0.0020606517791748047,4.258425470167932e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8275862068965517,0.8815308254963427,0.03937302480659559,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.05
8,0.48966479301452637,0.004433522485820485,0.0025419394175211587,0.0003788593171706126,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8275862068965517,0.8815308254963427,0.03937302480659559,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.05
9,0.5411185423533121,0.0007489317288450675,0.002193291982014974,5.542581046021603e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8275862068965517,0.8853187042842214,0.04328750166265242,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.05
10,0.5801166693369547,0.003780332076886083,0.0022393067677815757,8.663759233498375e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8275862068965517,0.8853187042842214,0.04328750166265242,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.05
11,0.6224712530771891,0.004500127080023201,0.0022522608439127603,3.4019768368948505e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8275862068965517,0.8853187042842214,0.04328750166265242,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.05
12,0.6671896775563558,0.002439867067285027,0.0023636817932128906,4.011151982970583e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8275862068965517,0.8853187042842214,0.04328750166265242,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.05
13,0.7138372262318929,0.002606697431395434,0.0024078687032063804,4.578023028850826e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8275862068965517,0.8853187042842214,0.04328750166265242,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.05
14,0.7592929204305013,0.0032251224819696616,0.002456823984781901,1.0227635238643617e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8275862068965517,0.8853187042842214,0.04328750166265242,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.05
15,0.8147818247477213,0.005071300193774119,0.0025212764739990234,1.8521098375061062e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.05
16,0.8528656164805094,0.006911063530727209,0.0026192665100097656,4.496619068246181e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.05
17,0.8952341079711914,0.0034884598014626924,0.0027468204498291016,0.00011681164125478407,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.05
18,0.9473903179168701,0.0019058469980645877,0.0027100245157877603,6.487127648340805e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.05
19,0.993525505065918,0.00523690180370906,0.002767801284790039,2.2764500915849213e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.05
20,1.025262435277303,0.0045126479717345356,0.0028024514516194663,0.00011165396585667113,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.05
21,1.078507423400879,0.005328446401220144,0.00283662478129069,6.693587159722167e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.05
22,0.13267079989115396,0.00029409852780386926,0.0016039212544759114,0.00012147659926148995,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.9204545454545454,0.8850574712643678,0.8390804597701149,0.8815308254963427,0.03331429501004142,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.1
23,0.18004274368286133,0.003597085080437824,0.0016021728515625,3.112983464040654e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8390804597701149,0.8853622431208638,0.03415004948085962,48,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.1
24,0.22240781784057617,0.0004455885698116373,0.0017336209615071614,1.9548708117565808e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8275862068965517,0.8815308254963427,0.03937302480659559,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.1
25,0.2657993634541829,0.0019132186974586346,0.001760403315226237,5.195932893002611e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.9204545454545454,0.896551724137931,0.8275862068965517,0.8815308254963427,0.03937302480659559,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.1
26,0.311847448348999,0.0025188480982023726,0.0018472671508789062,2.491673776395588e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.1
27,0.3616308371225993,0.004178659473300932,0.002106825510660807,0.00011529805696686682,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.1
28,0.40336330731709796,0.005049532119230571,0.00202178955078125,1.5004593773287353e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.1
29,0.4453141689300537,0.003537563774722456,0.0020630359649658203,2.534872791290667e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8390804597701149,0.8891501219087425,0.038220056334647756,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.1
30,0.4935416380564372,0.0036844616245715056,0.0021822452545166016,7.599533772711386e-06,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.1
31,0.5412229696909586,0.003804331505993283,0.002243200937906901,5.772695400908372e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.1
32,0.5829563935597738,0.000504399671745357,0.002305746078491211,8.762393664043552e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.1
33,0.6320878664652506,0.0051186884608924125,0.0023537476857503257,1.3455109554969984e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.1
34,0.6751936276753744,0.0018305037721607334,0.0024116834004720054,1.7429396497383837e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.1
35,0.7165702184041342,0.0023050474795518845,0.0024782021840413413,4.815517580168547e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.1
36,0.7640141646067301,0.0052430480579115524,0.0025163491566975913,3.871168597600248e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.1
37,0.8142635027567545,0.006787929867978616,0.0025635560353597007,1.3744899437668138e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.1
38,0.8545306523640951,0.0033949067169348817,0.002649704615275065,5.2676419541906175e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.1
39,0.9013002713521322,0.003926019914251342,0.00266877810160319,3.298822581682996e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.1
40,0.9438856442769369,0.002972930421203633,0.002851406733194987,0.00011615028456177741,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.1
41,0.9841833114624023,0.001620182934455136,0.002803166707356771,4.0274317390338574e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.1
42,1.0314586162567139,0.003644173821593902,0.0029064814249674478,3.577090983505517e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8505747126436781,0.8891501219087425,0.033293519518066444,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.1
43,1.0717686017354329,0.0030819075444123907,0.0028884410858154297,4.867360692696563e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.9318181818181818,0.896551724137931,0.8505747126436781,0.8929815395332636,0.0332634432419003,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.1
44,0.13469807306925455,0.0009961793656759605,0.0015704631805419922,4.361735248781265e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9318181818181818,0.8850574712643678,0.8390804597701149,0.8853187042842215,0.037860467110026726,53,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.5
45,0.1774441401163737,0.0005169222095507507,0.001683950424194336,9.458298720747203e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8505747126436781,0.8929380006966214,0.03821514583807068,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.5
46,0.2235562006632487,0.003031290890136869,0.0017213821411132812,4.939044819198636e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.5
47,0.26687002182006836,0.0016441574204798149,0.0018105506896972656,1.4274617641454e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8505747126436781,0.8929380006966214,0.03821514583807068,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.5
48,0.3091921806335449,0.0035535394047754728,0.0018565654754638672,5.1434721826744416e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.5
49,0.3435087203979492,0.015129264510102741,0.001974980036417643,9.008233748071547e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.9431818181818182,0.896551724137931,0.8620689655172413,0.9006008359456636,0.03323773153781687,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.5
50,0.3668489456176758,0.026646734743565353,0.0019331773122151692,4.439126587192803e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.5
51,0.38151176770528156,0.02389250614164342,0.001983642578125,2.8842407791681302e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.5
52,0.3992021878560384,0.023775555125789626,0.0021132628122965493,0.00010248418917274473,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.5
53,0.4124267101287842,0.021552932259516232,0.0020527044932047525,0.00011926750245257465,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.5
54,0.423992395401001,0.01994719337867682,0.0020815531412760415,6.07642645950803e-06,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.5
55,0.4380160967508952,0.02568249316766974,0.002093076705932617,3.360997344858444e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.5
56,0.4609820048014323,0.02443561276672967,0.0021553834279378257,2.203649271986025e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.5
57,0.47068246205647785,0.022102438750249306,0.002136389414469401,3.77963429324599e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.5
58,0.48111844062805176,0.024469986224728568,0.002132256825764974,3.130726362174573e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.5
59,0.49661731719970703,0.02774420859255086,0.002172072728474935,4.06503483152918e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.5
60,0.5071249802907308,0.025684724259373043,0.0022319952646891275,3.276229482825049e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.5
61,0.5222782293955485,0.02458485656269457,0.0022532145182291665,6.462458132310797e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.5
62,0.540823221206665,0.019536518278958165,0.002203067143758138,2.956027176125414e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.5
63,0.5547428925832113,0.019220039539533922,0.0022710959116617837,5.5642807933899016e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.5
64,0.5699880917867025,0.03234026230744525,0.002362330754597982,0.0001677371806421952,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.5
65,0.5762451489766439,0.02189588763640784,0.002360184987386068,0.0001536052698725374,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.9431818181818182,0.8850574712643678,0.8620689655172413,0.8967694183211424,0.03413405918572494,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.5
0,0.0023593902587890625,0.0002827669141423769,0.0008298556009928385,2.0970296139493804e-05,42,{'random_state': 42},0.813953488372093,0.8470588235294118,0.7647058823529411,0.8085727314181487,0.03383505223041014,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,,
0,0.01580945650736491,0.00031786209209404243,0.002301295598347982,5.246412736288391e-06,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8117647058823529,0.8281349749202006,0.014521461395501726,226,0.8647058823529412,0.9005847953216374,0.8713450292397661,0.8788785689714481,0.015586099888906215,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,10,
1,0.02911551793416341,0.0001793949788743572,0.0034646193186442056,7.423522346964731e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8,0.8203374373005016,0.019734898377130043,307,0.8647058823529412,0.9005847953216374,0.8596491228070176,0.8749799334938654,0.018222685791631523,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,20,
2,0.04322139422098795,0.00017714466555873777,0.004487196604410808,5.1983391321541564e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8888888888888888,0.8538011695906432,0.8671711959637656,0.015493001947883127,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,30,
3,0.059679905573527016,0.001002390823403512,0.005819082260131836,0.0002952021272408537,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8771929824561403,0.8596491228070176,0.8652218782249742,0.008471556468506995,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,40,
4,0.07103649775187175,0.0005392851298680261,0.006928364435831706,0.0006255617189856106,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8830409356725146,0.8713450292397661,0.8710698314413484,0.009888629560282641,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,50,
5,0.08413235346476237,0.00046521822312812605,0.007735729217529297,0.00010492747221521378,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8830409356725146,0.8713450292397661,0.8691090471276229,0.012389473704395373,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,60,
6,0.09995277722676595,0.003261984072725207,0.008691549301147461,0.0001705898956402914,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8771929824561403,0.8771929824561403,0.8710698314413484,0.008659443209577261,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,70,
7,0.11440078417460124,0.0006316279005144354,0.00965420405069987,1.656661275369347e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8647058823529412,0.8771929824561403,0.8654970760233918,0.8691319802774912,0.005709133848444421,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,80,
8,0.12601709365844727,0.0015165785139449877,0.010904073715209961,0.00034238640157858546,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.8830409356725146,0.8654970760233918,0.8691205137025569,0.010213313760663867,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,90,
9,0.14484365781148276,0.0022166272444090404,0.01160883903503418,0.00024086043482466542,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8830409356725146,0.8713450292397661,0.8710698314413484,0.009888629560282641,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,100,
10,0.15425380071004233,0.001303885979729082,0.012760162353515625,5.332480834558208e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8888888888888888,0.8713450292397661,0.8730191491801399,0.012331084523897133,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,110,
11,0.1710184415181478,0.0030708023499209625,0.013582785924275717,8.720175600837413e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.8888888888888888,0.8713450292397661,0.8730191491801399,0.012331084523897133,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,120,
12,0.18420211474100748,0.002710723206570877,0.014672676722208658,0.00013116869699059274,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.8830409356725146,0.8654970760233918,0.8691205137025569,0.010213313760663867,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,130,
13,0.1959390640258789,0.00026149703671994216,0.015922705332438152,0.00015188920642451227,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8830409356725146,0.8654970760233918,0.8691205137025569,0.010213313760663867,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,140,
14,0.21056008338928223,0.0027942739655826255,0.016629854838053387,0.0003127471002822428,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,150,
15,0.226423978805542,0.0018743522006026722,0.018498738606770832,0.001062760639347339,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,160,
16,0.2393021583557129,0.00145067191990297,0.018770774205525715,0.0002087905549240974,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,170,
17,0.2534736792246501,0.0034260540340470156,0.01988975207010905,0.0006895716375411037,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,180,
18,0.268675963083903,0.001177962163052696,0.020644426345825195,0.00025919276074691863,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,190,
19,0.2801942030588786,0.0034570043619842248,0.02381269137064616,0.002117784531098331,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,200,
20,0.29719336827596027,0.003735300570583953,0.02586515744527181,0.0020150218529558653,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,210,
21,0.3092642625172933,0.004644267057689688,0.023557345072428387,0.0005701738433667206,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,220,
22,0.3214927514394124,0.0026411486801249558,0.0244754155476888,0.0003575241326949403,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,230,
23,0.33526213963826496,0.006667131542575473,0.026143312454223633,0.0003944119288245548,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.8713450292397661,0.8596491228070176,0.8632725604861827,0.005718039579363754,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,1,240,
24,0.014874776204427084,0.00011109219945074341,0.0023701985677083335,1.788545491752758e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8470588235294118,0.8235294117647058,0.8204286365709074,0.023113573030790313,242,0.8705882352941177,0.8947368421052632,0.8654970760233918,0.8769407178075909,0.012754254341032679,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,10,
25,0.028291622797648113,0.0001387154088903077,0.003488302230834961,0.00021782048041871232,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8,0.8203374373005016,0.019734898377130043,307,0.8588235294117647,0.8888888888888888,0.8596491228070176,0.869120513702557,0.013982415009438491,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,20,
26,0.04226255416870117,0.0005439090584676624,0.0045659542083740234,0.00021839037732538318,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.788235294117647,0.8164158686730506,0.02407764372018291,359,0.8470588235294118,0.8713450292397661,0.8596491228070176,0.8593509918587318,0.009917042855547757,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,30,
27,0.056216796239217125,0.0006708905732311264,0.005451758702596028,8.354007681765845e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.8538011695906432,0.8596491228070176,0.8574246072698085,0.0025842312299363024,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,40,
28,0.0706939697265625,0.0007065896782597839,0.0064716339111328125,9.598670011125385e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8470588235294118,0.8538011695906432,0.8596491228070176,0.8535030386423575,0.005144289424314084,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,50,
29,0.08361442883809407,0.0018147254680665216,0.007597605387369792,0.000289365014837695,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8538011695906432,0.8596491228070176,0.855463822956083,0.002980206723625071,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,60,
30,0.09714802106221516,0.0008154502445353655,0.008406400680541992,2.8949945901223258e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8529411764705882,0.847953216374269,0.8713450292397661,0.8574131406948745,0.010059591618652008,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,70,
31,0.11170474688212077,0.0006186459493749099,0.009547233581542969,0.00010112789461715429,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8421052631578947,0.8713450292397661,0.855463822956083,0.01206962548711223,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,80,
32,0.12370093663533528,0.0008983060781518934,0.010443449020385742,0.00014681513331910043,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8538011695906432,0.8654970760233918,0.8574131406948743,0.005726977378360181,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,90,
33,0.14047773679097494,0.003394064971992237,0.01170039176940918,0.00019048047983544295,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8654970760233918,0.8654970760233918,0.8613117761724572,0.005918907811789693,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,100,
34,0.1528793970743815,0.00015785546702932256,0.012567281723022461,0.0002615864358089443,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8538011695906432,0.8654970760233918,0.8574131406948743,0.005726977378360181,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,110,
35,0.16866215070088705,0.0014886617853777143,0.013629913330078125,9.778088232369599e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8538011695906432,0.8654970760233918,0.8574131406948743,0.005726977378360181,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,120,
36,0.18350752194722494,0.002357674200941581,0.014587481816609701,0.00020641425739647735,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8538011695906432,0.8654970760233918,0.8574131406948743,0.005726977378360181,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,130,
37,0.196062962214152,0.0013215039849680825,0.015489339828491211,9.767734993787472e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.847953216374269,0.8596491228070176,0.8554752895310171,0.005329577190557964,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,140,
38,0.2144622802734375,0.0016894903859080875,0.018275022506713867,0.0021389457303903447,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.847953216374269,0.8596491228070176,0.8554752895310171,0.005329577190557964,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,150,
39,0.22759413719177246,0.0034019703742429377,0.018263737360636394,0.0007522292528633301,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.847953216374269,0.8596491228070176,0.8554752895310171,0.005329577190557964,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,160,
40,0.2539842128753662,0.002034217691843028,0.020360946655273438,5.373258723324386e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.847953216374269,0.8538011695906432,0.8535259717922257,0.004442051084388632,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,170,
41,0.25372950236002606,0.0008124701722416062,0.019876956939697266,0.00011998227956223338,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.847953216374269,0.8596491228070176,0.8554752895310171,0.005329577190557964,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,180,
42,0.2688952287038167,0.0016708630803777874,0.02393825848897298,0.0043825420899523265,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.847953216374269,0.847953216374269,0.8496158697397087,0.0023513469389301353,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,190,
43,0.2802925109863281,0.0024676137806786116,0.021487871805826824,0.0002008234034107788,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8529411764705882,0.8421052631578947,0.847953216374269,0.8476665520009173,0.00442838470756279,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,200,
44,0.2953201134999593,0.0029939934992757058,0.02344512939453125,0.0011946422655579835,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8421052631578947,0.8538011695906432,0.8496158697397087,0.0053223932875932495,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,210,
45,0.3064291477203369,0.0033305056987974866,0.023605982462565105,0.0001574131272060043,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8421052631578947,0.8596491228070176,0.8515651874785002,0.00722803625368103,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,220,
46,0.32738471031188965,0.004048640739840373,0.02680230140686035,0.0012707791229763087,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.847953216374269,0.8538011695906432,0.8515651874785002,0.002578067556004691,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,230,
47,0.3354798158009847,0.002767135080021134,0.027825673421223957,0.0022514209446548336,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.847953216374269,0.8596491228070176,0.8535145052172917,0.004792013231043887,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,3,240,
48,0.014738877614339193,0.0002901390085501152,0.0023323694864908853,7.547127055897953e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.788235294117647,0.8047423620611035,0.02162672969921869,383,0.8647058823529412,0.8538011695906432,0.8362573099415205,0.8515881206283682,0.01171903031665538,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,10,
49,0.02866824467976888,0.0003215691497213465,0.0033521652221679688,3.0216204158403125e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.813953488372093,0.8352941176470589,0.8,0.8164158686730506,0.014513583813816514,359,0.8588235294117647,0.847953216374269,0.8421052631578947,0.8496273363146427,0.006927102078786366,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,20,
50,0.042248169581095375,0.00028753197168862035,0.00438229242960612,1.711565707376987e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.8421052631578947,0.847953216374269,0.8496273363146428,0.006927102078786366,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,30,
51,0.05715036392211914,0.0016005123683635136,0.005408684412638347,0.00013521806714387395,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.788235294117647,0.8086183310533516,0.019720247491462527,379,0.8529411764705882,0.8421052631578947,0.8421052631578947,0.8457172342621259,0.005108098522503446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,40,
52,0.07199605305989583,0.0011570376812683081,0.006879488627115886,0.00028978529177924376,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8529411764705882,0.8421052631578947,0.847953216374269,0.8476665520009173,0.00442838470756279,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,50,
53,0.08484530448913574,0.0006540028343637474,0.008203585942586264,0.0007598297584397041,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8538011695906432,0.8421052631578947,0.8496158697397087,0.0053223932875932495,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,60,
54,0.0984192689259847,0.0004031152838929204,0.00858767827351888,3.878454688891097e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.847953216374269,0.8421052631578947,0.8476665520009172,0.00442838470756279,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,70,
55,0.11305944124857585,0.0004506721797204931,0.009961764017740885,0.0003598726780325281,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.847953216374269,0.8362573099415205,0.8457172342621259,0.006992260606999932,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,80,
56,0.1267558733622233,0.0007013937284125976,0.011386235555013021,0.0009515412901224989,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.847953216374269,0.8421052631578947,0.8476665520009172,0.00442838470756279,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,90,
57,0.1422276496887207,0.0003788020815601829,0.012691259384155273,0.0014470301144655895,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.847953216374269,0.8421052631578947,0.8476665520009172,0.00442838470756279,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,100,
58,0.15218194325764975,0.0011515294099653155,0.01262052853902181,0.0004187090194808639,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8421052631578947,0.8421052631578947,0.8476780185758513,0.007881066291862446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,110,
59,0.168809175491333,0.0023486815066639465,0.014400800069173178,0.001247403398280022,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8588235294117647,0.8421052631578947,0.847953216374269,0.8496273363146428,0.006927102078786366,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,120,
60,0.18056615193684897,0.0010872298215696705,0.01571194330851237,0.0017615235741774726,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8421052631578947,0.847953216374269,0.8476665520009173,0.00442838470756279,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,130,
61,0.20143493016560873,0.002899434943470479,0.016289154688517254,0.0008046218210203024,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8421052631578947,0.847953216374269,0.8476665520009173,0.00442838470756279,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,140,
62,0.2120824654897054,0.0042260782070564894,0.01699376106262207,0.0001900807728558285,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8421052631578947,0.847953216374269,0.8496273363146428,0.006927102078786366,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,150,
63,0.22518181800842285,0.002011438290777377,0.018276055653889973,0.0003211490492169032,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8421052631578947,0.847953216374269,0.8476665520009173,0.00442838470756279,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,160,
64,0.23885639508565268,0.0013359242715905335,0.019736210505167644,0.0015039155749761183,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8421052631578947,0.8421052631578947,0.8457172342621259,0.005108098522503446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,170,
65,0.25359225273132324,0.0024643614725293798,0.0203244686126709,0.0006469954867222173,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8421052631578947,0.8421052631578947,0.8457172342621259,0.005108098522503446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,180,
66,0.2648605505625407,0.0018442181031198903,0.021117289861043293,0.0008905190714218066,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8421052631578947,0.8362573099415205,0.8457287008370601,0.009562271025786802,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,190,
67,0.28172826766967773,0.001263083773673079,0.021926244099934895,8.269890945050416e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8421052631578947,0.8362573099415205,0.8457287008370601,0.009562271025786802,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,200,
68,0.29613478978474933,0.0035636231258269367,0.023537238438924152,0.0008797221344411816,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8421052631578947,0.8362573099415205,0.8457287008370601,0.009562271025786802,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,210,
69,0.3070896466573079,0.000355027831579831,0.023766120274861652,0.0001707241661922476,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8421052631578947,0.8362573099415205,0.8457287008370601,0.009562271025786802,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,220,
70,0.3196210066477458,0.0027491036977446053,0.024466673533121746,0.0001645976362794922,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8421052631578947,0.8421052631578947,0.8476780185758513,0.007881066291862446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,230,
71,0.3332215944925944,0.0015879784738903144,0.026421785354614258,0.0013099040467296254,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8421052631578947,0.8421052631578947,0.8476780185758513,0.007881066291862446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,6,240,
72,0.01567808787027995,0.00027327459001994994,0.0026050408681233725,2.190886717134231e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.788235294117647,0.8086183310533516,0.019720247491462527,379,0.8588235294117647,0.847953216374269,0.8128654970760234,0.8398807476206857,0.019611369965344832,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,10,
73,0.02965577443440755,0.0008641674780600089,0.003527482350667318,0.0001027784736062843,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8588235294117647,0.847953216374269,0.8304093567251462,0.8457287008370599,0.011706199337607621,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,20,
74,0.04186201095581055,0.0003271411050827648,0.004619201024373372,0.00018941605462165993,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.788235294117647,0.8086183310533516,0.019720247491462527,379,0.8588235294117647,0.8362573099415205,0.8362573099415205,0.8437793830982686,0.010637817875435704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,30,
75,0.05550829569498698,0.0005456512674268133,0.005559523900349935,0.0002608056854306769,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.7764705882352941,0.8046967624259006,0.024073066245964926,384,0.8529411764705882,0.8362573099415205,0.8362573099415205,0.8418185987845431,0.007864850106076704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,40,
76,0.07083972295125325,0.0013943699153053104,0.006689310073852539,0.00029558179926773224,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.788235294117647,0.8086183310533516,0.019720247491462527,379,0.8529411764705882,0.847953216374269,0.8362573099415205,0.8457172342621259,0.006992260606999932,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,50,
77,0.08511861165364583,0.0018808991083617997,0.007484992345174153,4.2259688475273336e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8529411764705882,0.8538011695906432,0.8304093567251462,0.8457172342621259,0.010829996400646106,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,60,
78,0.09763415654500325,0.0003819464810398164,0.008813937505086264,0.0006265451654072573,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8529411764705882,0.8421052631578947,0.8362573099415205,0.8437679165233346,0.006911881690255929,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,70,
79,0.11321306228637695,0.001645944632707758,0.009737888971964518,0.0001379758252582906,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.8538011695906432,0.8304093567251462,0.8457172342621259,0.010829996400646106,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,80,
80,0.12545442581176758,0.0004576360421939223,0.01127783457438151,0.0005951389503869148,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8,0.8125398996808025,0.016117648890755815,363,0.8529411764705882,0.847953216374269,0.8304093567251462,0.8437679165233344,0.009662928348140561,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,90,
81,0.1407905419667562,0.0011200541195849326,0.01157538096110026,3.4706262799837436e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.847953216374269,0.8304093567251462,0.8437679165233344,0.009662928348140561,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,100,
82,0.15314706166585287,0.0007755782722498502,0.012949228286743164,0.0005283128693932987,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8470588235294118,0.847953216374269,0.8245614035087719,0.8398578144708176,0.010822357287272653,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,110,
83,0.167817751566569,0.0025527465672908634,0.013767480850219727,0.00034669242356136654,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8529411764705882,0.847953216374269,0.8362573099415205,0.8457172342621259,0.006992260606999932,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,120,
84,0.18108415603637695,0.0009249683048698224,0.014676332473754883,0.00023758559945090863,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8117647058823529,0.8164614683082535,0.013863039075399819,319,0.8470588235294118,0.8421052631578947,0.8421052631578947,0.8437564499484004,0.002335130753144446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,130,
85,0.19534770647684732,0.0006240222809922391,0.015758832295735676,0.0002791335739993819,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8421052631578947,0.8421052631578947,0.8457172342621259,0.005108098522503446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,140,
86,0.2087708314259847,0.0007618822863138883,0.016481955846150715,1.4292305050062011e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8470588235294118,0.8421052631578947,0.8421052631578947,0.8437564499484004,0.002335130753144446,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,150,
87,0.22214293479919434,0.0010031983706114632,0.017863988876342773,0.0004065842842213493,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8470588235294118,0.8362573099415205,0.8421052631578947,0.8418071322096089,0.004414735589975484,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,160,
88,0.23787569999694824,0.002096717355382149,0.018647511800130207,0.00031208474930703034,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8117647058823529,0.8125854993160054,0.018215670242087915,361,0.8470588235294118,0.8362573099415205,0.8362573099415205,0.8398578144708176,0.005091882336717704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,170,
89,0.25051267941792804,0.0018112149870311378,0.020029624303181965,0.00042817190445903087,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8117647058823529,0.8125854993160054,0.018215670242087915,361,0.8470588235294118,0.8421052631578947,0.8362573099415205,0.8418071322096091,0.004414735589975484,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,180,
90,0.26392579078674316,6.592981456868236e-05,0.020689090092976887,0.00010423179891502233,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8470588235294118,0.8362573099415205,0.8362573099415205,0.8398578144708176,0.005091882336717704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,190,
91,0.27919753392537433,0.0029834254916867283,0.021996339162190754,7.769332774641999e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8470588235294118,0.8362573099415205,0.8362573099415205,0.8398578144708176,0.005091882336717704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,200,
92,0.29370633761088055,0.0023991742144550657,0.023226499557495117,0.0009716816588442499,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8470588235294118,0.8362573099415205,0.8362573099415205,0.8398578144708176,0.005091882336717704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,210,
93,0.3039468129475911,0.002085134801040931,0.02402782440185547,0.0012803705621543264,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8470588235294118,0.8362573099415205,0.8362573099415205,0.8398578144708176,0.005091882336717704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,220,
94,0.32048853238423664,0.0015523119114760338,0.025756120681762695,0.0010488897090610667,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8470588235294118,0.8362573099415205,0.8362573099415205,0.8398578144708176,0.005091882336717704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,230,
95,0.3323863347371419,0.0023787735092394347,0.026017030080159504,0.0003047980721214778,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8470588235294118,0.8362573099415205,0.8362573099415205,0.8398578144708176,0.005091882336717704,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,9,240,
96,0.016417821248372395,0.0025822126804482767,0.0023946762084960938,2.2980714889434583e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7790697674418605,0.8235294117647058,0.7411764705882353,0.7812585499316006,0.03365605251852281,468,0.8411764705882353,0.8070175438596491,0.783625730994152,0.8106065818140121,0.023631656762838144,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,10,
97,0.028127749760945637,0.00015174168317969123,0.0034200350443522134,0.00010121429532909707,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7411764705882353,0.7772457820337437,0.02614549636179373,476,0.8411764705882353,0.8128654970760234,0.8128654970760234,0.8223024882467608,0.013345920901651842,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,20,
98,0.04211688041687012,0.0005955357270875747,0.00443418820699056,6.462692686556887e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7906976744186046,0.8117647058823529,0.7411764705882353,0.7812129502963976,0.02958766335530412,469,0.8470588235294118,0.8245614035087719,0.8070175438596491,0.8262125902992775,0.01638842747715376,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,30,
99,0.056329965591430664,0.0007160491781050279,0.005590279897054036,0.00014629220160526256,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8,0.7647058823529411,0.7890104879160966,0.017212155993018934,422,0.8470588235294118,0.8245614035087719,0.8011695906432749,0.8242632725604863,0.01873538693250949,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,40,
100,0.07040921847025554,0.00040718190922954604,0.006526788075764974,5.3893616111699894e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7647058823529411,0.7811673506611947,0.01571316055571138,470,0.8470588235294118,0.8011695906432749,0.8070175438596491,0.8184153193441119,0.02039423755566252,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,50,
101,0.08554236094156902,0.0015213692894117965,0.007733662923177083,0.0001854622081552838,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7647058823529411,0.7811673506611947,0.01571316055571138,470,0.8411764705882353,0.8070175438596491,0.8070175438596491,0.8184038527691778,0.016102672485225154,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,60,
102,0.0977171262105306,0.00023977563671564688,0.008723258972167969,0.00022843162644215186,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7529411764705882,0.7772457820337437,0.020168549055597194,476,0.8470588235294118,0.8128654970760234,0.8070175438596491,0.8223139548216948,0.01765938909337542,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,70,
103,0.1099848747253418,0.0010058328198699943,0.009789466857910156,0.00010300565611112324,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.7529411764705882,0.7764705882352941,0.7772457820337437,0.02016854905559719,476,0.8470588235294118,0.7894736842105263,0.8128654970760234,0.8164660016053205,0.023646490821303382,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,80,
104,0.1253968079884847,0.0011805055823202741,0.010741313298543295,7.716352230873213e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.7529411764705882,0.7764705882352941,0.7772457820337437,0.02016854905559719,476,0.8470588235294118,0.7894736842105263,0.8128654970760234,0.8164660016053205,0.023646490821303382,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,90,
105,0.13869214057922363,0.00040509119773907024,0.011972268422444662,0.0003469983639977839,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.7647058823529411,0.7764705882352941,0.7811673506611947,0.01571316055571138,470,0.8470588235294118,0.7953216374269005,0.8128654970760234,0.8184153193441119,0.02148308639925834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,100,
106,0.15494092305501303,0.0008165243186044074,0.013145367304484049,0.0006223123890025435,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.7647058823529411,0.7764705882352941,0.7811673506611947,0.01571316055571138,470,0.8470588235294118,0.7953216374269005,0.8187134502923976,0.8203646370829034,0.02115386363156583,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,110,
107,0.16636323928833008,0.0022616811169651647,0.013739665349324545,0.00010945331619496124,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.7647058823529411,0.788235294117647,0.7850889192886457,0.015518487790025647,452,0.8470588235294118,0.7894736842105263,0.8187134502923976,0.8184153193441119,0.02350997985452994,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,120,
108,0.18046331405639648,0.002052703227066232,0.014631350835164389,0.00025012554632579604,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.7647058823529411,0.7764705882352941,0.7811673506611947,0.01571316055571138,470,0.8470588235294118,0.7894736842105263,0.8187134502923976,0.8184153193441119,0.02350997985452994,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,130,
109,0.19364031155904135,0.0014756769902795229,0.016257047653198242,0.000838363329197698,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.7647058823529411,0.788235294117647,0.7850889192886457,0.015518487790025647,452,0.8470588235294118,0.7894736842105263,0.8187134502923976,0.8184153193441119,0.02350997985452994,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,140,
110,0.20527521769205728,0.0014716391939802898,0.016828378041585285,0.0001530756621319125,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.7647058823529411,0.7529411764705882,0.7733242134062928,0.021061997136265005,480,0.8470588235294118,0.8011695906432749,0.8187134502923976,0.8223139548216948,0.018906403648299406,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,150,
111,0.22282862663269043,0.0014969454480209246,0.01823735237121582,0.0004970846508282164,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7647058823529411,0.7811673506611947,0.01571316055571138,470,0.8470588235294118,0.8187134502923976,0.8187134502923976,0.828161908038069,0.013362137087437583,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,160,
112,0.23625953992207846,0.00023889885318506288,0.018720547358194988,8.825682023712037e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7906976744186046,0.788235294117647,0.7764705882352941,0.7851345189238486,0.006208252594662086,451,0.8411764705882353,0.8070175438596491,0.8187134502923976,0.8223024882467606,0.014174365685763496,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,170,
113,0.2495285669962565,0.0032955675273430955,0.019785404205322266,0.00020844011590941816,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7764705882352941,0.7850889192886457,0.012188160660670981,452,0.8411764705882353,0.8187134502923976,0.8187134502923976,0.8262011237243435,0.010589169318078583,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,180,
114,0.2628019650777181,0.002714321806950079,0.020982106526692707,8.595782447848553e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7764705882352941,0.7850889192886457,0.012188160660670981,452,0.8411764705882353,0.8070175438596491,0.8187134502923976,0.8223024882467606,0.014174365685763496,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,190,
115,0.2737393379211426,0.005922760005647984,0.022172292073567707,0.0003664243723798672,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8411764705882353,0.8128654970760234,0.8187134502923976,0.824251805985552,0.01220335590838885,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,200,
116,0.2875802516937256,0.0057826578534329555,0.022754192352294922,6.194326976126717e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7764705882352941,0.7850889192886457,0.012188160660670981,452,0.8470588235294118,0.8070175438596491,0.8128654970760234,0.8223139548216948,0.017659389093375416,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,210,
117,0.30264965693155926,0.001988246587830849,0.02363165219624837,0.00019778324868047122,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8,0.7764705882352941,0.7929320565435476,0.01167867105322989,415,0.8411764705882353,0.8187134502923976,0.8128654970760234,0.824251805985552,0.012203355908388848,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,220,
118,0.31472961107889813,0.00471507689588182,0.025841951370239258,0.0011236413091065347,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7764705882352941,0.7850889192886457,0.012188160660670981,452,0.8411764705882353,0.8187134502923976,0.8128654970760234,0.824251805985552,0.012203355908388848,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,230,
119,0.3307516574859619,0.005041966002072349,0.026012659072875977,0.00012755297425757285,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.7764705882352941,0.7850889192886457,0.012188160660670981,452,0.8411764705882353,0.8187134502923976,0.8128654970760234,0.824251805985552,0.012203355908388848,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",3,12,240,
120,0.015523831049601236,0.0002424550365917619,0.0023894309997558594,6.246415104856895e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8823529411764706,0.8829001367989057,0.018545545984456072,46,0.9764705882352941,0.9883040935672515,0.9941520467836257,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,10,
121,0.030316829681396484,0.0005027638278284262,0.0034574667612711587,2.9066431129272828e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.872093023255814,0.9294117647058824,0.9058823529411765,0.9024623803009576,0.023524904392293607,2,1.0,1.0,0.9883040935672515,0.9961013645224172,0.0055135031671465695,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,20,
122,0.04626274108886719,0.0006412175675123436,0.004696846008300781,0.0001670510814993765,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8837209302325582,0.9176470588235294,0.8705882352941177,0.8906520747834018,0.01982698147443856,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,30,
123,0.058998664220174156,0.0008658307247951703,0.0064966678619384766,0.0011066072435637635,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8837209302325582,0.9176470588235294,0.8705882352941177,0.8906520747834018,0.01982698147443856,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,40,
124,0.07343173027038574,0.0009151920683206731,0.006893237431844075,0.0004347055876639969,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.872093023255814,0.9176470588235294,0.8705882352941177,0.8867761057911537,0.021837702909536627,32,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,50,
125,0.08828234672546387,0.0012160703327910856,0.0077820618947347,1.3255062872854607e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8823529411764706,0.8867761057911537,0.014144562890688628,32,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,60,
126,0.10402234395345052,0.003051567694666078,0.008712291717529297,5.890660028003431e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.8823529411764706,0.8789329685362516,0.00483657169074245,62,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,70,
127,0.11864487330118816,0.0019253763180014317,0.01020352045694987,0.0006313312069675814,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.872093023255814,0.8705882352941177,0.8705882352941177,0.8710898312813496,0.0007093638479755509,71,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,80,
128,0.1340932846069336,0.003183454154836444,0.011228322982788086,0.00041645172268108476,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8588235294117647,0.8749658002735977,0.011427963654911992,68,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,90,
129,0.14613119761149088,0.002601832873725482,0.012038866678873697,0.00018623379030077456,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8588235294117647,0.8749658002735977,0.011427963654911992,68,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,100,
130,0.16276963551839194,0.002354867481693533,0.013166189193725586,0.00029243500660419046,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8705882352941177,0.8788873689010487,0.0058948883214563754,64,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,110,
131,0.17388677597045898,0.0009810430781600574,0.014077504475911459,7.893835568731959e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.8588235294117647,0.8710898312813496,0.009631998757665074,71,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,120,
132,0.19260597229003906,0.0015999688493782012,0.01548147201538086,0.0005274030222464324,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,55,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,130,
133,0.2085107962290446,0.0025424679546138225,0.016622066497802734,0.00047722848093791493,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8823529411764706,0.8866849065207477,0.006126324141607144,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,140,
134,0.22201824188232422,0.0008532096142089604,0.01756572723388672,0.0002853491592550468,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,55,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,150,
135,0.23668368657430014,0.0017737942815598622,0.019083579381306965,0.0014012823870799866,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,55,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,160,
136,0.25427913665771484,0.002855411112052942,0.0194088617960612,3.840258182460733e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,55,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,170,
137,0.2660566171010335,0.0007745156214010885,0.020428578058878582,0.00027082121149876184,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.8705882352941177,0.8788417692658458,0.011672259680325144,67,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,180,
138,0.27874358495076496,0.002052368813000941,0.021465460459391277,0.00018427872914539894,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8823529411764706,0.8906064751481989,0.005857734178759649,28,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,190,
139,0.2968072096506755,0.0019469420614084574,0.022380828857421875,0.00017119859639493564,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8823529411764706,0.8906064751481989,0.005857734178759649,28,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,200,
140,0.3113834063212077,0.003406371584592579,0.024113893508911133,0.0010318214212186644,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8823529411764706,0.8906064751481989,0.005857734178759649,28,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,210,
141,0.32546567916870117,0.003076763548925489,0.025199095408121746,0.0012909651125266994,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8823529411764706,0.8906064751481989,0.005857734178759649,28,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,220,
142,0.34333117802937824,0.002595176149415962,0.02597181002298991,0.0005536871454679832,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8823529411764706,0.8867305061559508,0.0052532679704203325,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,230,
143,0.3545686403910319,0.006752282682534401,0.03206642468770345,0.00585763846096456,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8823529411764706,0.8866849065207477,0.006126324141607144,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,1,240,
144,0.015578428904215494,0.00012607757413456573,0.002449512481689453,0.0001146505012926732,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8705882352941177,0.8516643866849064,0.019058574691420253,109,0.9529411764705882,0.9473684210526315,0.9415204678362573,0.947276688453159,0.0046629359549482975,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,10,
145,0.03061811129252116,0.000633880750085569,0.00351866086324056,4.008852416719306e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8941176470588236,0.8556315549475605,0.03280461969726142,77,0.9529411764705882,0.9649122807017544,0.9824561403508771,0.9667698658410733,0.012120815157572368,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,20,
146,0.04489962259928385,0.0002546298766774236,0.004445234934488933,2.9714986199594235e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7906976744186046,0.8588235294117647,0.8705882352941177,0.8400364797081622,0.035216855402635756,156,0.9705882352941176,0.9707602339181286,0.9707602339181286,0.9707029010434582,8.108092892860369e-05,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,30,
147,0.06027690569559733,0.0009747115337344327,0.005661964416503906,5.202007110998241e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8705882352941177,0.8516643866849064,0.019058574691420253,109,0.9823529411764705,0.9941520467836257,0.9766081871345029,0.9843710583648665,0.007303029078704415,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,40,
148,0.076018492380778,0.0012635090968544128,0.006840705871582031,0.0003049641734851959,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8705882352941177,0.8517099863201095,0.02669787573289838,93,0.9705882352941176,0.9883040935672515,0.9824561403508771,0.9804494897374155,0.007370341177169515,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,50,
149,0.08997877438863118,0.0005077699067627838,0.007770220438639323,7.14644418073703e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9941520467836257,0.9766081871345029,0.9843710583648665,0.007303029078704415,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,60,
150,0.10313749313354492,0.0010199096680752358,0.009134928385416666,0.0005791343950599273,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8588235294117647,0.8438668490652074,0.02115194019418033,138,0.9764705882352941,0.9883040935672515,0.9766081871345029,0.9804609563123495,0.005546220025908894,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,70,
151,0.11772799491882324,0.0015327235649798755,0.009843269983927408,0.00012928536754425743,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8588235294117647,0.8438668490652074,0.02115194019418033,138,0.9764705882352941,0.9941520467836257,0.9824561403508771,0.9843595917899323,0.007342835039897641,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,80,
152,0.1331946055094401,0.0017936809852881663,0.010981877644856771,8.273029265767955e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8588235294117647,0.8438668490652074,0.02115194019418033,138,0.9764705882352941,0.9941520467836257,0.9824561403508771,0.9843595917899323,0.007342835039897641,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,90,
153,0.1496737798055013,0.0025070239538876465,0.012226184209187826,0.0003778189733814142,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8588235294117647,0.8438668490652074,0.02115194019418033,138,0.9764705882352941,0.9824561403508771,0.9824561403508771,0.9804609563123495,0.0028216163267161727,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,100,
154,0.16106049219767252,0.0013044258840550988,0.013097683588663736,0.00047398118556466395,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9764705882352941,0.9824561403508771,0.9883040935672515,0.982410274051141,0.0048311171860798766,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,110,
155,0.17719785372416177,0.000677493268671224,0.014165083567301432,0.00015634895066608316,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9764705882352941,0.9824561403508771,0.9883040935672515,0.982410274051141,0.0048311171860798766,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,120,
156,0.1905980904897054,0.000788893521525407,0.015116214752197266,0.00018833719680123038,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8588235294117647,0.8516643866849066,0.019058574691420253,101,0.9764705882352941,0.9824561403508771,0.9883040935672515,0.982410274051141,0.0048311171860798766,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,130,
157,0.20617016156514487,0.0018616418268271682,0.016290903091430664,0.00022094709946189695,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8588235294117647,0.8516643866849066,0.019058574691420253,101,0.9823529411764705,0.9824561403508771,0.9883040935672515,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,140,
158,0.22037291526794434,0.0016827098339144099,0.017403602600097656,0.0002188410703997478,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8588235294117647,0.8516643866849066,0.019058574691420253,101,0.9823529411764705,0.9824561403508771,0.9883040935672515,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,150,
159,0.23450326919555664,0.001634142241233864,0.018191099166870117,0.0002126626903185486,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8588235294117647,0.8516643866849066,0.019058574691420253,101,0.9823529411764705,0.9824561403508771,0.9883040935672515,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,160,
160,0.2515922387440999,0.0006539131693633107,0.019461949666341145,0.00018829456867123096,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9824561403508771,0.9824561403508771,0.982421740626075,4.864855735717268e-05,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,170,
161,0.2637317975362142,0.001797016407406054,0.020557959874471027,0.00036157765152569773,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9824561403508771,0.9883040935672515,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,180,
162,0.2763373057047526,0.004306294843529081,0.02188571294148763,0.0006548829154307615,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9824561403508771,0.9883040935672515,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,190,
163,0.29475220044453937,0.0028633701863985546,0.022647380828857422,0.00010781635066258511,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9883040935672515,0.9824561403508771,0.9843710583648665,0.0027813949671342676,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,200,
164,0.3031304677327474,0.002684191969212952,0.023378372192382812,0.00023845727924333006,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,210,
165,0.32186142603556317,0.0015876942752400265,0.0245669682820638,0.0001304569202074843,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8705882352941177,0.8588235294117647,0.8439124487004105,0.02979600337082326,133,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,220,
166,0.33285021781921387,0.0039009477774934716,0.025919119517008465,0.000478969587449742,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8705882352941177,0.8588235294117647,0.8439124487004105,0.02979600337082326,133,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,230,
167,0.3489381472269694,0.001424360486426383,0.026814858118693035,5.737070826094042e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8705882352941177,0.8588235294117647,0.8439124487004105,0.02979600337082326,133,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,3,240,
168,0.01541749636332194,9.56183021387303e-05,0.0023956298828125,6.118894117647857e-06,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8470588235294118,0.8588235294117647,0.8321933424532603,0.029732360881216377,188,0.9117647058823529,0.9122807017543859,0.9122807017543859,0.9121087031303748,0.00024324278678586344,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,10,
169,0.02928765614827474,0.0002347744226659229,0.003468751907348633,1.951637266450883e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9176470588235294,0.9415204678362573,0.9181286549707602,0.925765393876849,0.011142254419164223,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,20,
170,0.04395445187886556,7.931478992964621e-05,0.0046583811442057295,8.894948120980892e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,168,0.9117647058823529,0.9473684210526315,0.9122807017543859,0.9238046095631235,0.01666346246272151,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,30,
171,0.05966544151306152,0.0009336379826490906,0.005920251210530599,0.00019333197128603658,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,168,0.9117647058823529,0.9415204678362573,0.9122807017543859,0.921855291824332,0.013906974835671233,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,40,
172,0.07412163416544597,0.002071403788590544,0.00664520263671875,4.7719862271139705e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,182,0.9117647058823529,0.9532163742690059,0.9122807017543859,0.925753927301915,0.01942002502573398,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,50,
173,0.08655492464701335,0.0004573393025781804,0.007700761159261067,5.128321503667233e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9058823529411765,0.9532163742690059,0.9122807017543859,0.9237931429881895,0.020968700820304945,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,60,
174,0.10138630867004395,0.0017728081871045698,0.008643388748168945,7.264297589254071e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9,0.9473684210526315,0.9181286549707602,0.921832358674464,0.019514608102623482,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,70,
175,0.11719187100728352,0.0005179665564468783,0.010008891423543295,0.0001785521533715863,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9,0.9415204678362573,0.9005847953216374,0.9140350877192982,0.019436564966103607,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,80,
176,0.13071600596110025,0.0018623683846743528,0.011739730834960938,0.0009105639723289147,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9058823529411765,0.9415204678362573,0.9064327485380117,0.9179451897718152,0.016671753270928635,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,90,
177,0.14445209503173828,0.0009466206044969647,0.011821269989013672,0.00010343465201501922,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9058823529411765,0.9473684210526315,0.9005847953216374,0.9179451897718152,0.020917471699297915,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,100,
178,0.1597290833791097,0.00222759357380906,0.012891530990600586,8.796256299412533e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8352941176470589,0.8282261741906064,0.018933790014748444,214,0.9,0.935672514619883,0.8947368421052632,0.9101364522417154,0.018184115212504983,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,110,
179,0.1722413698832194,0.0037795134898694193,0.014010429382324219,0.00014102131452006412,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8352941176470589,0.8321021431828545,0.013702367914700002,211,0.9,0.9473684210526315,0.9064327485380117,0.917933723196881,0.020978499181031555,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,120,
180,0.18712759017944336,0.002412369632928604,0.015121062596638998,8.505103610434057e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8352941176470589,0.8282261741906064,0.018933790014748444,214,0.9,0.9473684210526315,0.9064327485380117,0.917933723196881,0.020978499181031555,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,130,
181,0.204359769821167,0.0035604634747998637,0.016547520955403645,0.0002709399148375797,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.9415204678362573,0.8947368421052632,0.9120857699805068,0.020924089564434645,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,140,
182,0.21540037790934244,0.00015885302701892058,0.017616430918375652,0.0008751361575011546,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.935672514619883,0.8947368421052632,0.9101364522417154,0.018184115212504983,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,150,
183,0.22960233688354492,0.0018180711053928905,0.018056233723958332,7.105629231488315e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.9298245614035088,0.9005847953216374,0.9101364522417154,0.01392364243932053,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,160,
184,0.24792075157165527,0.0032503790177381186,0.019925673802693684,0.0005058213840609881,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.935672514619883,0.8947368421052632,0.9101364522417154,0.018184115212504983,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,170,
185,0.26088714599609375,0.001940889755914053,0.02003622055053711,0.0002631658040973742,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,182,0.9,0.935672514619883,0.9005847953216374,0.9120857699805067,0.01668005572341628,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,180,
186,0.2695300579071045,0.002850791644291673,0.021106163660685223,0.00017334198522485537,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8588235294117647,0.8360693114455083,0.024339016200305492,174,0.9,0.9298245614035088,0.8947368421052632,0.9081871345029241,0.015450110893126203,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,190,
187,0.2875651518503825,0.0028607103742170057,0.022499243418375652,0.0003855027811726936,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8588235294117647,0.8360693114455083,0.024339016200305492,174,0.9,0.9298245614035088,0.8947368421052632,0.9081871345029241,0.015450110893126203,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,200,
188,0.3008362452189128,0.0013650216137847775,0.0238494078318278,0.0009349850658949274,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9058823529411765,0.935672514619883,0.9064327485380117,0.9159958720330237,0.013915301684273245,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,210,
189,0.3154133160909017,0.0032886353879118214,0.02493135134379069,0.000989914827289237,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9,0.9298245614035088,0.9064327485380117,0.9120857699805068,0.012815189016681165,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,220,
190,0.3319071928660075,0.0023613131290794237,0.02537083625793457,0.00023993873753624703,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9,0.9298245614035088,0.9064327485380117,0.9120857699805068,0.012815189016681165,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,230,
191,0.344659964243571,0.0031696779296327853,0.02638395627339681,0.0002826681485992706,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.8941176470588236,0.935672514619883,0.9064327485380117,0.9120743034055727,0.01742741347221045,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,6,240,
192,0.01571973164876302,0.0011873165021401536,0.002335151036580404,4.4782233634334995e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7790697674418605,0.8352941176470589,0.8470588235294118,0.8204742362061105,0.029668722041479686,239,0.8529411764705882,0.8771929824561403,0.8654970760233918,0.8652104116500401,0.0099028331211301,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,10,
193,0.029574155807495117,0.0005710676275462984,0.0035680135091145835,7.438107752634893e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8470588235294118,0.8282261741906064,0.018933790014748444,214,0.8529411764705882,0.8771929824561403,0.8596491228070176,0.8632610939112487,0.010224880596974085,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,20,
194,0.043154398600260414,0.00028823937410959235,0.004492441813151042,8.066170314764587e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8771929824561403,0.8671711959637656,0.007592154260307077,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,30,
195,0.056844234466552734,0.00045441592967285194,0.005497932434082031,9.156411649893679e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.8771929824561403,0.8671597293888316,0.010333604550910258,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,40,
196,0.07059764862060547,0.0006821378462908054,0.00658877690633138,7.410544806153557e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8235294117647058,0.8243046055631554,0.01827049410069036,227,0.8529411764705882,0.8830409356725146,0.8713450292397661,0.8691090471276229,0.012389473704395373,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,50,
197,0.08472156524658203,0.0004747806947573845,0.007500569025675456,8.579388759656332e-06,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.8588235294117647,0.8771929824561403,0.8713450292397661,0.869120513702557,0.007662486685963154,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,60,
198,0.10173702239990234,0.0014382310769663702,0.009029229482014975,0.0002513103229935024,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8713450292397661,0.8652218782249741,0.005115583372197181,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,70,
199,0.11261924107869466,0.001082329535024,0.010047515233357748,0.0003776282029091145,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8470588235294118,0.8282261741906064,0.018933790014748444,214,0.8588235294117647,0.8771929824561403,0.8771929824561403,0.8710698314413484,0.008659443209577261,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,80,
200,0.1279609203338623,0.0015475840510243216,0.010677576065063477,0.00010740291696166388,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8654970760233918,0.8632725604861827,0.0031459400424306925,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,90,
201,0.14034954706827799,0.0021962842086254244,0.011773029963175455,1.333771484522792e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8713450292397661,0.8654970760233918,0.8652218782249742,0.005115583372197182,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,100,
202,0.15721742312113443,0.0013556131305941328,0.013626337051391602,0.000520274464532159,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8654970760233918,0.8596491228070176,0.8613232427473912,0.0029705290522573854,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,110,
203,0.1700101693471273,0.0037342183959919555,0.014984925587972006,0.001616147960059187,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8596491228070176,0.8538011695906432,0.859385391583534,0.004455734561643474,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,120,
204,0.1839770476023356,0.0014913066473862119,0.01495830217997233,9.13292200636957e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8647058823529412,0.8596491228070176,0.8538011695906432,0.859385391583534,0.004455734561643474,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,130,
205,0.19615674018859863,0.0031162456458706644,0.01602824529012044,0.0002270746688959058,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8352941176470589,0.8204286365709074,0.02102296494909392,242,0.8705882352941177,0.8771929824561403,0.8538011695906432,0.8671941291136337,0.009846630383263371,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,140,
206,0.20858613650004068,0.0010439435724991263,0.017069578170776367,9.293983130633853e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8705882352941177,0.8713450292397661,0.8421052631578947,0.8613461758972595,0.013608887452737892,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,150,
207,0.22647857666015625,0.002380178716124379,0.018201669057210285,0.00017449811483889418,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8705882352941177,0.8654970760233918,0.8362573099415205,0.8574475404196766,0.015127224386692317,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,160,
208,0.23874346415201822,0.0008051545284471557,0.019385337829589844,0.00038998317757880127,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.8362573099415205,0.8535145052172917,0.014330237047980438,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,170,
209,0.25337743759155273,0.0016027763177258532,0.020015239715576172,9.977088770198363e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8654970760233918,0.8362573099415205,0.8515651874785002,0.011976671474451164,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,180,
210,0.27064744631449383,0.002449722590235196,0.021137396494547527,0.0001545636999331208,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8596491228070176,0.8421052631578947,0.8554867561059512,0.009684729196540504,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,190,
211,0.2842257022857666,0.0024277752884321827,0.02213398615519206,0.00015247016743132996,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,200,
212,0.29775381088256836,0.0005786251747588809,0.02315036455790202,4.596404064988437e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,210,
213,0.3178410530090332,0.00513139100009807,0.02553534507751465,0.00173279556101357,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8654970760233918,0.8421052631578947,0.855475289531017,0.009838775669356434,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,220,
214,0.32527923583984375,0.0038692109772076634,0.02491164207458496,0.00021084678392602706,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.847953216374269,0.859385391583534,0.00809021917163105,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,230,
215,0.3386372725168864,0.002188540490197769,0.028355757395426433,0.0023138698902256056,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.847953216374269,0.8574131406948745,0.010059591618652008,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,9,240,
216,0.014873027801513672,7.52242418131834e-05,0.0023801326751708984,2.5612710697352952e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7674418604651163,0.8352941176470589,0.7529411764705882,0.7852257181942545,0.03589522648766804,448,0.8529411764705882,0.8421052631578947,0.7953216374269005,0.8301226923517945,0.025002524169160278,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,10,
217,0.028888463973999023,0.0007016671609861415,0.0034421284993489585,4.737769048662509e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8,0.7529411764705882,0.7850889192886457,0.022751704821523045,452,0.8529411764705882,0.8187134502923976,0.8128654970760234,0.828173374613003,0.017675456540028858,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,20,
218,0.042680581410725914,8.265055142011819e-05,0.004537661870320638,8.851000529215397e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.7411764705882353,0.7968536251709987,0.04339911592633247,388,0.8529411764705882,0.8304093567251462,0.8128654970760234,0.832072010090586,0.016403014598830964,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,30,
219,0.0566709041595459,0.0005138023084836869,0.0058727264404296875,0.0006035884848710251,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7529411764705882,0.7890104879160966,0.025794323521337075,422,0.8470588235294118,0.8362573099415205,0.8011695906432749,0.828161908038069,0.01958923297295959,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,40,
220,0.07013495763142903,8.618500949266271e-05,0.0065460205078125,3.488632244049914e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8,0.7529411764705882,0.7850889192886457,0.022751704821523045,452,0.8529411764705882,0.8304093567251462,0.8011695906432749,0.828173374613003,0.02119471611468427,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,50,
221,0.08408562342325847,0.00021918992183829093,0.007568518320719401,4.899461516075217e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7647058823529411,0.7850889192886457,0.015518487790025648,452,0.8470588235294118,0.8245614035087719,0.8011695906432749,0.8242632725604863,0.01873538693250949,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,60,
222,0.09829910596211751,0.0012244890150782924,0.008515516916910807,9.39763121568364e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8362573099415205,0.8011695906432749,0.828161908038069,0.01958923297295959,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,70,
223,0.11038446426391602,0.0005603956895116784,0.009576638539632162,8.484359623877421e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8245614035087719,0.8070175438596491,0.8262125902992775,0.01638842747715376,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,80,
224,0.1248621940612793,0.002693614347740311,0.011519273122151693,0.0011329944940280106,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8304093567251462,0.8128654970760234,0.8301112257768605,0.013960958778769248,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,90,
225,0.13856379191080728,0.0019678453323532974,0.011547724405924479,0.00010595094417207202,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8128654970760234,0.8128654970760234,0.8242632725604863,0.016118888671010842,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,100,
226,0.15311813354492188,0.0028754883297654374,0.012517293294270834,8.622281546442953e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.8,0.7929320565435477,0.011678671053229889,409,0.8470588235294118,0.8187134502923976,0.8245614035087719,0.8301112257768604,0.012219259153536752,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,110,
227,0.16584165891011557,0.0011626974491348281,0.013614018758138021,8.130349328269404e-06,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.8,0.7929320565435477,0.011678671053229889,409,0.8470588235294118,0.8128654970760234,0.8245614035087719,0.828161908038069,0.014189635140625557,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,120,
228,0.18236358960469565,0.003557150998084688,0.016367435455322266,0.0016255104330814367,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.788235294117647,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8070175438596491,0.8187134502923976,0.824263272560486,0.016811234632502274,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,130,
229,0.1961359182993571,0.0035860740048294787,0.01600535710652669,0.00032073164769324473,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.788235294117647,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8245614035087719,0.8187134502923976,0.8301112257768605,0.01221925915353675,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,140,
230,0.20845532417297363,0.0022210095387259214,0.017329851786295574,0.0008701829448727841,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8,0.7647058823529411,0.7890104879160966,0.017212155993018934,422,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,150,
231,0.22425738970438638,0.0012609416321277104,0.017888387044270832,0.00015408313960132584,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,160,
232,0.23903576532999674,0.003819353869214778,0.01960603396097819,0.0006498920884651736,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.788235294117647,0.8007751937984495,0.009668198066297373,385,0.8411764705882353,0.8362573099415205,0.8187134502923976,0.8320490769407177,0.00964118730394369,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,170,
233,0.24884867668151855,0.0032748425896221606,0.02076379458109538,0.0008233328123130744,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8,0.788235294117647,0.7968536251709986,0.0061675929835158785,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,180,
234,0.262893279393514,0.004164068418938758,0.021095752716064453,0.0002129111284376747,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8,0.7764705882352941,0.7929320565435476,0.01167867105322989,415,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,190,
235,0.27708641688028973,0.004959707163888617,0.021931250890096027,0.0002156993263480253,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,200,
236,0.29018131891886395,0.004619286706131521,0.02304355303446452,0.00028889028366238685,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8,0.7764705882352941,0.7929320565435476,0.01167867105322989,415,0.8470588235294118,0.8304093567251462,0.8187134502923976,0.8320605435156518,0.011630702453685953,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,210,
237,0.3059266408284505,0.0017237211084890948,0.024953285853068035,0.001824027073112111,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,220,
238,0.3181624412536621,0.0021337108728929828,0.024608055750528973,0.00021611337507686896,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8421052631578947,0.8128654970760234,0.8340098612544433,0.015087468143480323,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,230,
239,0.33513085047403973,0.0033786252811258935,0.027269999186197918,0.0007976703557324386,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8411764705882353,0.8362573099415205,0.8128654970760234,0.8300997592019264,0.01235082665614729,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",6,12,240,
240,0.015466054280598959,0.00027003794834188353,0.0023990472157796225,7.332042165454548e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8488372093023255,0.9176470588235294,0.8823529411764706,0.8829457364341086,0.028094630595492647,44,0.9882352941176471,0.9941520467836257,0.9941520467836257,0.9921797958949661,0.0027891839551446897,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,10,
241,0.03033145268758138,5.520898968838799e-05,0.0034867127736409507,3.658998125844262e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8604651162790697,0.9529411764705882,0.8941176470588236,0.9025079799361605,0.03821652078600498,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,20,
242,0.04483707745869955,0.001071008285422116,0.004623015721638997,0.00018381606875498215,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.872093023255814,0.9411764705882353,0.8588235294117647,0.8906976744186047,0.03610264545958421,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,30,
243,0.061463356018066406,0.0015661771568235845,0.005560159683227539,0.00013273257156734783,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8705882352941177,0.8828545371637028,0.016294709188636847,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,40,
244,0.07547569274902344,0.0021116326671546826,0.007051626841227214,0.00046127176040952346,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8705882352941177,0.8828545371637028,0.016294709188636847,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,50,
245,0.08731261889139812,0.0006279685990166335,0.007606108983357747,4.3252369209011236e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.872093023255814,0.9294117647058824,0.8823529411764706,0.8946192430460557,0.024956043376595682,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,60,
246,0.10396234194437663,0.002362704472060463,0.008735577265421549,0.00018557996738638436,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.872093023255814,0.9176470588235294,0.8823529411764706,0.8906976744186047,0.01951099636594628,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,70,
247,0.1188352902730306,0.001641520445370658,0.009820699691772461,4.8300803273706356e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.872093023255814,0.9294117647058824,0.8823529411764706,0.8946192430460557,0.024956043376595682,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,80,
248,0.13431032498677573,0.0030128405672377335,0.010990301767985025,0.00045352462884147555,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.872093023255814,0.9176470588235294,0.8823529411764706,0.8906976744186047,0.01951099636594628,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,90,
249,0.14825876553853354,0.0036603452027516342,0.012109835942586264,0.00011131302481156235,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8823529411764706,0.8828545371637028,0.008998507739872949,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,100,
250,0.1634047826131185,0.0018752530320390094,0.013059218724568685,0.00023877644172517676,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,59,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,110,
251,0.1768809954325358,0.0020664157464974405,0.01407917340596517,0.00023623438217982342,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8705882352941177,0.8788873689010487,0.0058948883214563754,64,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,120,
252,0.19408520062764487,0.0003984005291439801,0.014955838521321615,8.746666104234638e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8705882352941177,0.8749658002735977,0.006190811764150347,68,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,130,
253,0.21107904116312662,0.0022384553505354803,0.016657114028930664,0.0006460572495514456,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8823529411764706,0.8828089375284996,0.0006448762254323476,53,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,140,
254,0.22378301620483398,0.002500314747462802,0.017331520716349285,0.000591129056463067,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8823529411764706,0.8828089375284996,0.0006448762254323476,53,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,150,
255,0.2361618677775065,0.00194094615592443,0.018203020095825195,0.000394581860044772,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8941176470588236,0.8867305061559508,0.0052532679704203325,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,160,
256,0.25273919105529785,0.0009828099871626763,0.019910017649332683,0.0005993102782512796,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,170,
257,0.2655370235443115,0.0007337215466820963,0.02012920379638672,0.00011109947640863828,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,180,
258,0.2829453945159912,0.0020712722977001964,0.022270838419596355,0.0010810998448762062,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,190,
259,0.2967072327931722,0.003048949963647504,0.022504806518554688,0.0003456594719581106,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8941176470588236,0.8867305061559508,0.0052532679704203325,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,200,
260,0.3083049456278483,0.0013478944179049401,0.02309425671895345,0.00023666062217268701,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,210,
261,0.32339127858479816,0.0017240510902904141,0.024274826049804688,0.0003257946046561525,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,220,
262,0.34198792775472003,0.0027653314571419244,0.027285973230997723,0.0012430171969546131,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.9058823529411765,0.8945736434108528,0.009053106782473952,7,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,230,
263,0.3559848467508952,0.0024364875311397734,0.0265352725982666,0.000379311046664284,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8941176470588236,0.8906520747834018,0.004901059313285705,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,1,240,
264,0.01525274912516276,8.873748908209947e-05,0.0023752848307291665,3.3219465227815014e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8941176470588236,0.8595075239398086,0.027983987516666822,75,0.9470588235294117,0.9473684210526315,0.9707602339181286,0.9550624928333907,0.011100698747652451,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,10,
265,0.03028265635172526,0.0007295412519449736,0.0034972031911214194,4.8419650962868616e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8705882352941177,0.8477884176926583,0.024402239073772324,127,0.9764705882352941,0.9707602339181286,0.9883040935672515,0.978511638573558,0.007306215057950133,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,20,
266,0.04370983441670736,0.000389677418036544,0.004422744115193685,2.8766321072287418e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.8705882352941177,0.8439124487004103,0.02979600337082326,136,0.9823529411764705,0.9824561403508771,0.9941520467836257,0.9863203761036577,0.005537987705957288,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,30,
267,0.0581216017405192,0.00013887813446973325,0.005637168884277344,0.0002343988912162142,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8941176470588236,0.8595531235750115,0.03364425015241778,73,0.9823529411764705,0.9941520467836257,0.9883040935672515,0.9882696938424492,0.004817026108018639,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,40,
268,0.07471259435017903,0.0012956295964129247,0.006678422292073567,7.623440021538747e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,50,
269,0.08912277221679688,0.001641235955145311,0.007593949635823567,9.635736026568023e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8588235294117647,0.8516643866849066,0.019058574691420253,101,0.9823529411764705,0.9941520467836257,0.9883040935672515,0.9882696938424492,0.004817026108018639,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,60,
270,0.10198664665222168,0.000890148613999939,0.008705218633015951,0.00020508704027345212,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8705882352941177,0.8477884176926583,0.024402239073772324,127,0.9823529411764705,0.9941520467836257,0.9824561403508771,0.9863203761036577,0.005537987705957288,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,70,
271,0.11925578117370605,0.0012570387248163257,0.00961152712504069,5.497442800645724e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8588235294117647,0.8438668490652074,0.02115194019418033,138,0.9823529411764705,0.9941520467836257,0.9883040935672515,0.9882696938424492,0.004817026108018639,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,80,
272,0.13080231348673502,0.0014342739816339775,0.01079861323038737,0.0003060731467963384,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8588235294117647,0.8477428180574554,0.015670492278005533,131,0.9823529411764705,0.9941520467836257,0.9824561403508771,0.9863203761036577,0.005537987705957288,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,90,
273,0.146742582321167,0.0010215095703411834,0.012058496475219727,0.00040206228489636243,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8588235294117647,0.8516643866849066,0.019058574691420253,101,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,100,
274,0.16000636418660483,0.0005329498915955252,0.01280371348063151,4.032321645113904e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,110,
275,0.1742265224456787,0.0017245822969643233,0.013779322306315104,0.0004999043258993021,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,120,
276,0.18959442774454752,0.0007345746281895684,0.014900843302408854,0.00016602498586712315,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9764705882352941,0.9883040935672515,0.9941520467836257,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,130,
277,0.20258561770121256,0.0018737732333923228,0.015842437744140625,0.00024800368901008147,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,140,
278,0.22128709157307944,0.00201702493990905,0.017286380132039387,0.00019461980083619138,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,150,
279,0.23374088605244955,0.001591857778185722,0.018253644307454426,0.0005210672576510804,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,160,
280,0.24684890111287436,0.0014296417285562003,0.020747820536295574,0.0020565588835206837,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,170,
281,0.2618819872538249,0.0008566215165969936,0.021050691604614258,0.0012373442049375815,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8823529411764706,0.8556315549475605,0.02985964948696246,77,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,180,
282,0.27837570508321124,0.00282407815926147,0.021099646886189777,0.0003444444873450891,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8705882352941177,0.8517099863201095,0.02669787573289838,93,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,190,
283,0.2926779588063558,0.0005740586460622994,0.023021221160888672,0.000534356550159875,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8705882352941177,0.8517099863201095,0.02669787573289838,93,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,200,
284,0.3061411380767822,0.0008900013444698982,0.02308511734008789,0.00016259005069247696,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8705882352941177,0.8517099863201095,0.02669787573289838,93,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,210,
285,0.3211967945098877,0.0021622590129377847,0.024300893147786457,0.00012392298601362017,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,220,
286,0.33519991238911945,0.0005447329875903063,0.025831937789916992,0.0007900050855393405,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8705882352941177,0.8517099863201095,0.02669787573289838,93,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,230,
287,0.3510856628417969,0.002847817509145501,0.027035315831502277,0.000695243847854707,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9882352941176471,0.9941520467836257,0.9941520467836257,0.9921797958949661,0.0027891839551446897,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,3,240,
288,0.015753746032714844,0.0001253947249576865,0.002434412638346354,1.1461187767936547e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8470588235294118,0.8588235294117647,0.8321933424532603,0.029732360881216377,188,0.9117647058823529,0.9122807017543859,0.9064327485380117,0.9101593853915836,0.002643536723632248,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,10,
289,0.02933335304260254,0.00012997304522993581,0.0033704439798990884,0.0001149517706322066,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9176470588235294,0.9415204678362573,0.9122807017543859,0.9238160761380575,0.012709145292553455,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,20,
290,0.04376530647277832,0.0008617976736756658,0.004666646321614583,0.00011868781366048499,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,168,0.9117647058823529,0.9473684210526315,0.9122807017543859,0.9238046095631235,0.01666346246272151,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,30,
291,0.05958239237467448,0.00013166122619344802,0.005557696024576823,7.650978960993727e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,168,0.9117647058823529,0.9415204678362573,0.9122807017543859,0.921855291824332,0.013906974835671233,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,40,
292,0.07358090082804362,0.0014732358444202588,0.006830612818400065,0.0003471973417596545,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8352941176470589,0.8321021431828545,0.013702367914700002,211,0.9117647058823529,0.9532163742690059,0.9005847953216374,0.921855291824332,0.02264046111298119,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,50,
293,0.0872659683227539,9.027368274958906e-05,0.007732788721720378,4.3747192573655996e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9058823529411765,0.9473684210526315,0.9122807017543859,0.921843825249398,0.01823665649313146,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,60,
294,0.10178558031717937,0.0009606870137167432,0.009069363276163736,0.000589858625690844,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9,0.9473684210526315,0.9181286549707602,0.921832358674464,0.019514608102623482,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,70,
295,0.11536399523417155,0.0008109430152708003,0.009775320688883463,0.00013375393256371014,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9,0.9415204678362573,0.9005847953216374,0.9140350877192982,0.019436564966103607,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,80,
296,0.13167802492777506,0.0032043301534496176,0.010845502217610678,0.00011288414065569014,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,182,0.9,0.9415204678362573,0.9064327485380117,0.9159844054580897,0.01824669695724999,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,90,
297,0.14194480578104654,0.002612438913262895,0.011864980061848959,0.00026679520758418396,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9058823529411765,0.9473684210526315,0.9005847953216374,0.9179451897718152,0.020917471699297915,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,100,
298,0.1570287545522054,0.0010595806695670857,0.012657801310221354,6.273636069930424e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8352941176470589,0.8282261741906064,0.018933790014748444,214,0.9,0.9415204678362573,0.8947368421052632,0.9120857699805068,0.020924089564434645,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,110,
299,0.17190837860107422,0.00033583325438682146,0.0140077273050944,0.000172458266319415,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8352941176470589,0.8282261741906064,0.018933790014748444,214,0.9,0.9473684210526315,0.9005847953216374,0.9159844054580897,0.02219313441165816,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,120,
300,0.18671202659606934,0.001292280487017525,0.015176614125569662,0.0007103462295962789,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.9473684210526315,0.9005847953216374,0.9159844054580897,0.02219313441165816,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,130,
301,0.19940646489461264,0.0004453839583848506,0.015868981679280598,1.1772717912763725e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.9415204678362573,0.8947368421052632,0.9120857699805068,0.020924089564434645,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,140,
302,0.2132894198099772,0.0003093613949614316,0.017038583755493164,0.00010170408614640853,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.935672514619883,0.8888888888888888,0.9081871345029239,0.019957434498805368,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,150,
303,0.22883820533752441,0.001954739517673301,0.018446683883666992,0.00085019412317227,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.9298245614035088,0.8947368421052632,0.9081871345029241,0.015450110893126203,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,160,
304,0.24091402689615884,0.001141799582860022,0.01901984214782715,0.00016351042118399457,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.935672514619883,0.9005847953216374,0.9120857699805067,0.01668005572341628,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,170,
305,0.25325894355773926,0.00268983275291138,0.019818782806396484,0.0002540621164232551,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,182,0.9,0.935672514619883,0.9005847953216374,0.9120857699805067,0.01668005572341628,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,180,
306,0.2680646578470866,0.003972432080779811,0.021078030268351238,0.00019608140111544104,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8588235294117647,0.8360693114455083,0.024339016200305492,174,0.9,0.9298245614035088,0.8947368421052632,0.9081871345029241,0.015450110893126203,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,190,
307,0.28148897488911945,0.003902487785802246,0.02210831642150879,0.0004920939835427898,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8588235294117647,0.8360693114455083,0.024339016200305492,174,0.9,0.9298245614035088,0.9005847953216374,0.9101364522417154,0.01392364243932053,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,200,
308,0.299956480662028,0.002015899542235171,0.022925535837809246,0.0002009299912897447,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9058823529411765,0.935672514619883,0.9005847953216374,0.9140465542942322,0.015444041983626956,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,210,
309,0.31062714258829754,0.002690801690977344,0.024196545282999676,0.000419412112092808,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9,0.935672514619883,0.9064327485380117,0.9140350877192982,0.015523718317399226,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,220,
310,0.324127991994222,0.0031577484916355553,0.02527451515197754,0.000545592601968703,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8588235294117647,0.8360693114455083,0.024339016200305492,174,0.9,0.935672514619883,0.9005847953216374,0.9120857699805067,0.01668005572341628,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,230,
311,0.3355123996734619,0.007267530382484994,0.026315689086914062,0.0001519805773130695,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.935672514619883,0.9064327485380117,0.9140350877192982,0.015523718317399226,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,6,240,
312,0.01479641596476237,0.000318885738355719,0.0023587544759114585,4.288545792347348e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7790697674418605,0.8352941176470589,0.8470588235294118,0.8204742362061105,0.029668722041479686,239,0.8529411764705882,0.8771929824561403,0.8654970760233918,0.8652104116500401,0.0099028331211301,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,10,
313,0.02841981252034505,0.00024616302323027603,0.0034844080607096353,7.499198176511014e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8470588235294118,0.8282261741906064,0.018933790014748444,214,0.8529411764705882,0.8771929824561403,0.8596491228070176,0.8632610939112487,0.010224880596974085,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,20,
314,0.04350384076436361,0.00022819737350938474,0.00460044542948405,4.517191484662784e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8771929824561403,0.8671711959637656,0.007592154260307077,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,30,
315,0.05942638715108236,0.0007684714785410774,0.006071249643961589,0.00022002072331703192,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.8771929824561403,0.8671597293888316,0.010333604550910258,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,40,
316,0.0713201363881429,0.0007150235417317009,0.006544272104899089,3.133388201986364e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8235294117647058,0.8243046055631554,0.01827049410069036,227,0.8529411764705882,0.8830409356725146,0.8713450292397661,0.8691090471276229,0.012389473704395373,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,50,
317,0.08434438705444336,0.0013188311716072992,0.007515350977579753,0.00017781213655352355,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.8588235294117647,0.8771929824561403,0.8713450292397661,0.869120513702557,0.007662486685963154,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,60,
318,0.09840305646260579,0.000954484085834796,0.008481025695800781,0.00010991122355399671,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8713450292397661,0.8652218782249741,0.005115583372197181,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,70,
319,0.1127014954884847,0.0007162426480012879,0.00969258944193522,0.0002883679914638527,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8470588235294118,0.8282261741906064,0.018933790014748444,214,0.8588235294117647,0.8771929824561403,0.8771929824561403,0.8710698314413484,0.008659443209577261,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,80,
320,0.1272447109222412,0.0007162595962859318,0.010535081227620443,0.00010528357370539203,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8654970760233918,0.8632725604861827,0.0031459400424306925,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,90,
321,0.14272459348042807,0.0033270815589280128,0.01184693972269694,0.00038650518831737915,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8713450292397661,0.8654970760233918,0.8652218782249742,0.005115583372197182,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,100,
322,0.15624705950419107,0.002709786126343502,0.013012409210205078,0.00041474038579630785,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8654970760233918,0.8596491228070176,0.8613232427473912,0.0029705290522573854,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,110,
323,0.17136764526367188,0.0018384525223666174,0.014693339665730795,0.0015897529326921107,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8596491228070176,0.8538011695906432,0.859385391583534,0.004455734561643474,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,120,
324,0.18436495463053384,0.0015762181985367455,0.015167156855265299,0.00030538589807321045,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8647058823529412,0.8596491228070176,0.8538011695906432,0.859385391583534,0.004455734561643474,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,130,
325,0.1992527643839518,0.001491207668205992,0.0159760316212972,3.7465532447932425e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8352941176470589,0.8204286365709074,0.02102296494909392,242,0.8705882352941177,0.8771929824561403,0.8538011695906432,0.8671941291136337,0.009846630383263371,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,140,
326,0.24196513493855795,0.03807136622078253,0.016989628473917644,0.00025243910574585996,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8705882352941177,0.8713450292397661,0.8421052631578947,0.8613461758972595,0.013608887452737892,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,150,
327,0.2281970183054606,0.00265355291733463,0.017839749654134113,0.00018608793683894318,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8705882352941177,0.8654970760233918,0.8362573099415205,0.8574475404196766,0.015127224386692317,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,160,
328,0.24274730682373047,0.0023151901096464976,0.021333058675130207,0.0015138851650547498,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.8362573099415205,0.8535145052172917,0.014330237047980438,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,170,
329,0.254355510075887,0.0029654538032294294,0.022382656733194988,0.0029050490720108255,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8654970760233918,0.8362573099415205,0.8515651874785002,0.011976671474451164,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,180,
330,0.2657802899678548,0.0031259893892158527,0.02673625946044922,0.005614304112526564,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8596491228070176,0.8421052631578947,0.8554867561059512,0.009684729196540504,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,190,
331,0.2798636754353841,0.003797400052994744,0.023279984792073567,0.001227310428928992,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,200,
332,0.29654598236083984,0.0011972469965895588,0.023482084274291992,0.000734205127113875,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,210,
333,0.3101641337076823,0.004482967394771694,0.02435588836669922,0.00021755613692666037,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8654970760233918,0.8421052631578947,0.855475289531017,0.009838775669356434,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,220,
334,0.3224305311838786,0.0042644854093946555,0.02513257662455241,0.000305178099199605,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.847953216374269,0.859385391583534,0.00809021917163105,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,230,
335,0.336933692296346,0.0018103849479541038,0.025990088780721027,0.0002055848752169298,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.847953216374269,0.8574131406948745,0.010059591618652008,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,9,240,
336,0.014778455098470053,0.00015661158947554948,0.002373298009236654,4.141184230735046e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7674418604651163,0.8352941176470589,0.7529411764705882,0.7852257181942545,0.03589522648766804,448,0.8529411764705882,0.8421052631578947,0.7953216374269005,0.8301226923517945,0.025002524169160278,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,10,
337,0.028504053751627605,0.0006304302200954039,0.0034339427947998047,8.188628319601907e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8,0.7529411764705882,0.7850889192886457,0.022751704821523045,452,0.8529411764705882,0.8187134502923976,0.8128654970760234,0.828173374613003,0.017675456540028858,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,20,
338,0.04376014073689779,0.002241539447943166,0.004590193430582683,4.8007001636880616e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.7411764705882353,0.7968536251709987,0.04339911592633247,388,0.8529411764705882,0.8304093567251462,0.8128654970760234,0.832072010090586,0.016403014598830964,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,30,
339,0.056380510330200195,0.000800510821290939,0.005780220031738281,0.00033626166242433855,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7529411764705882,0.7890104879160966,0.025794323521337075,422,0.8470588235294118,0.8362573099415205,0.8011695906432749,0.828161908038069,0.01958923297295959,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,40,
340,0.06908480326334636,0.0010222222150826853,0.0064055124918619795,4.208896455425197e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8,0.7529411764705882,0.7850889192886457,0.022751704821523045,452,0.8529411764705882,0.8304093567251462,0.8011695906432749,0.828173374613003,0.02119471611468427,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,50,
341,0.08357659975687663,0.0005871698731241428,0.007654031117757161,7.560346333080993e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7647058823529411,0.7850889192886457,0.015518487790025648,452,0.8470588235294118,0.8245614035087719,0.8011695906432749,0.8242632725604863,0.01873538693250949,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,60,
342,0.09956693649291992,0.0009616196779489309,0.00863210360209147,0.00016838793081919149,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8362573099415205,0.8011695906432749,0.828161908038069,0.01958923297295959,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,70,
343,0.11232137680053711,0.0002849956807193209,0.009605328241984049,0.0002963863135393344,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8245614035087719,0.8070175438596491,0.8262125902992775,0.01638842747715376,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,80,
344,0.12631615002950033,6.211870396430833e-05,0.010843674341837565,0.0002491073206024103,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8304093567251462,0.8128654970760234,0.8301112257768605,0.013960958778769248,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,90,
345,0.1401506265004476,0.0015094717435648428,0.011624415715535482,0.00015858334718459418,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8128654970760234,0.8128654970760234,0.8242632725604863,0.016118888671010842,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,100,
346,0.15342005093892416,0.00028077371050931935,0.013523022333780924,0.0013309143588800909,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.8,0.7929320565435477,0.011678671053229889,409,0.8470588235294118,0.8187134502923976,0.8245614035087719,0.8301112257768604,0.012219259153536752,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,110,
347,0.1687138875325521,0.0012809318027650891,0.013858795166015625,0.0001918540346132687,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.8,0.7929320565435477,0.011678671053229889,409,0.8470588235294118,0.8128654970760234,0.8245614035087719,0.828161908038069,0.014189635140625557,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,120,
348,0.18277716636657715,0.0032889294853081182,0.014672994613647461,0.0003194492832124765,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.788235294117647,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8070175438596491,0.8187134502923976,0.824263272560486,0.016811234632502274,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,130,
349,0.1949006716410319,0.0012338367686695747,0.01567816734313965,5.888729760990315e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.788235294117647,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8245614035087719,0.8187134502923976,0.8301112257768605,0.01221925915353675,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,140,
350,0.20977052052815756,0.002283962817620288,0.016734917958577473,0.0001410280772097046,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8,0.7647058823529411,0.7890104879160966,0.017212155993018934,422,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,150,
351,0.22458815574645996,0.003026967694889234,0.018203020095825195,0.00039035405414531755,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,160,
352,0.23741626739501953,0.0011855019997855298,0.018874168395996094,0.00022665679092541505,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.788235294117647,0.8007751937984495,0.009668198066297373,385,0.8411764705882353,0.8362573099415205,0.8187134502923976,0.8320490769407177,0.00964118730394369,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,170,
353,0.24873971939086914,0.0030857577317352303,0.0197905699412028,0.00037627912417047163,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8,0.788235294117647,0.7968536251709986,0.0061675929835158785,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,180,
354,0.26325345039367676,0.0009997599391129638,0.020699342091878254,0.00012866319730911162,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8,0.7764705882352941,0.7929320565435476,0.01167867105322989,415,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,190,
355,0.2746616204579671,0.0007455912864769678,0.021727641423543293,7.664315782464984e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,200,
356,0.28921055793762207,0.0018211968623274475,0.022657155990600586,0.00031618229040719843,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8,0.7764705882352941,0.7929320565435476,0.01167867105322989,415,0.8470588235294118,0.8304093567251462,0.8187134502923976,0.8320605435156518,0.011630702453685953,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,210,
357,0.30362391471862793,0.0015668356886690382,0.024306456247965496,8.609790472869307e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,220,
358,0.322754700978597,0.0029709779127363545,0.025916099548339844,0.0006973440891886871,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8421052631578947,0.8128654970760234,0.8340098612544433,0.015087468143480323,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,230,
359,0.3307454586029053,0.0076123956785019015,0.026078224182128906,8.004499169796578e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8411764705882353,0.8362573099415205,0.8128654970760234,0.8300997592019264,0.01235082665614729,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",9,12,240,
360,0.01581915219624837,0.0001717997731880964,0.0024248758951822915,3.8696509753656546e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8488372093023255,0.9176470588235294,0.8823529411764706,0.8829457364341086,0.028094630595492647,44,0.9882352941176471,0.9941520467836257,0.9941520467836257,0.9921797958949661,0.0027891839551446897,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,10,
361,0.02985556920369466,0.0003456488556865065,0.003567934036254883,9.293065662462974e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8604651162790697,0.9411764705882353,0.8941176470588236,0.8985864113087095,0.03310144074453263,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,20,
362,0.04522569974263509,0.00011184217550405427,0.004637002944946289,6.759660776775112e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.872093023255814,0.9411764705882353,0.8588235294117647,0.8906976744186047,0.03610264545958421,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,30,
363,0.058579206466674805,0.0007079779656585848,0.005661408106486003,8.866101363786834e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8705882352941177,0.8828545371637028,0.016294709188636847,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,40,
364,0.07570576667785645,0.001177101105609656,0.006666342417399089,2.8958671283711753e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8705882352941177,0.8828545371637028,0.016294709188636847,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,50,
365,0.08848285675048828,0.0006397649120783504,0.0077402591705322266,4.0280746616254567e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.872093023255814,0.9294117647058824,0.8823529411764706,0.8946192430460557,0.024956043376595682,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,60,
366,0.10507758458455403,0.000317041273537509,0.008748769760131836,0.00010151649202285691,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.872093023255814,0.9176470588235294,0.8823529411764706,0.8906976744186047,0.01951099636594628,9,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,70,
367,0.12071386973063152,0.0006201283996587427,0.009778738021850586,0.00016792195882523822,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8604651162790697,0.9294117647058824,0.8823529411764706,0.8907432740538076,0.028765817059686404,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,80,
368,0.133682648340861,0.00024135233650184043,0.010945638020833334,9.053238986661332e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8823529411764706,0.8867761057911537,0.014144562890688628,32,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,90,
369,0.1503732999165853,0.0010161835484460012,0.012022892634073893,0.0001490890090000775,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8823529411764706,0.8828545371637028,0.008998507739872949,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,100,
370,0.16372044881184897,0.0013275383464009176,0.013047536214192709,0.00014857760911024225,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,59,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,110,
371,0.1801168123881022,0.0019227085375234888,0.014403025309244791,0.00032917023389686135,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,59,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,120,
372,0.1933105786641439,0.0007275352827095256,0.015255133310953775,0.00033488401454393244,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8705882352941177,0.8788873689010487,0.0058948883214563754,64,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,130,
373,0.20965655644734701,0.0013245455736567676,0.01617852846781413,4.186326708418901e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.872093023255814,0.8823529411764706,0.8823529411764706,0.8789329685362516,0.00483657169074245,62,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,140,
374,0.2209463914235433,0.00025563559314429463,0.01777474085489909,0.001230759448312979,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8941176470588236,0.8867305061559508,0.0052532679704203325,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,150,
375,0.23771246274312338,0.0010947359798142858,0.018559614817301433,0.0007277733104351705,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,160,
376,0.2544424533843994,0.003231535394812767,0.020528554916381836,0.001205268071235611,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,170,
377,0.27382103602091473,0.002475023482734382,0.02131493886311849,0.0009458053179802581,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,180,
378,0.2870219548543294,0.002546008025515306,0.021370569864908855,0.00010242574879795404,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.9058823529411765,0.8906520747834018,0.010783903995825959,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,190,
379,0.29948798815409344,0.0042925380678193945,0.02243177096048991,0.0002611553384924784,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8941176470588236,0.8867305061559508,0.0052532679704203325,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,200,
380,0.31334733963012695,0.001756254530871604,0.023546695709228516,0.0001668906211682726,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8941176470588236,0.8867305061559508,0.0052532679704203325,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,210,
381,0.3278718789418538,0.0010692564144037372,0.0255892276763916,0.0007943179897701176,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8837209302325582,0.8823529411764706,0.8941176470588236,0.8867305061559508,0.0052532679704203325,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,220,
382,0.34188493092854816,0.0009707937164814595,0.02580714225769043,0.0001480586414863044,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8941176470588236,0.8906520747834018,0.004901059313285705,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,230,
383,0.35327855745951336,0.0016246990567515744,0.026990334192911785,0.0004258559100979963,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8941176470588236,0.8906520747834018,0.004901059313285705,14,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,1,240,
384,0.01584776242574056,0.00028893291287547594,0.0026695728302001953,0.00027787300983008205,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8941176470588236,0.8595075239398086,0.027983987516666822,75,0.9470588235294117,0.9473684210526315,0.9707602339181286,0.9550624928333907,0.011100698747652451,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,10,
385,0.030576149622599285,0.0005147863060102314,0.0035424232482910156,0.00011448379216809163,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8705882352941177,0.8477884176926583,0.024402239073772324,127,0.9764705882352941,0.9707602339181286,0.9883040935672515,0.978511638573558,0.007306215057950133,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,20,
386,0.04471143086751302,0.00044162227920549257,0.00453941027323405,1.6792673552267954e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8588235294117647,0.8705882352941177,0.8439124487004103,0.02979600337082326,136,0.9823529411764705,0.9824561403508771,0.9941520467836257,0.9863203761036577,0.005537987705957288,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,30,
387,0.060790459314982094,0.000979085401846234,0.005925496419270833,0.00020033804356657737,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8941176470588236,0.8595531235750115,0.03364425015241778,73,0.9823529411764705,0.9941520467836257,0.9883040935672515,0.9882696938424492,0.004817026108018639,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,40,
388,0.07579962412516277,0.0024682064842160875,0.006655057271321614,7.662263572529043e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9764705882352941,0.9883040935672515,0.9883040935672515,0.9843595917899323,0.005578367910289483,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,50,
389,0.08756001790364583,0.0009499971972304793,0.007607618967692058,6.396533456380295e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8588235294117647,0.8516643866849066,0.019058574691420253,101,0.9823529411764705,0.9941520467836257,0.9883040935672515,0.9882696938424492,0.004817026108018639,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,60,
390,0.10435144106547038,0.00033350730416670336,0.008916616439819336,0.0002780768193748352,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8705882352941177,0.8477884176926583,0.024402239073772324,127,0.9823529411764705,0.9941520467836257,0.9824561403508771,0.9863203761036577,0.005537987705957288,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,70,
391,0.11711494127909343,0.0003904082857968071,0.009850104649861654,0.00022289033096809066,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8588235294117647,0.8588235294117647,0.8438668490652074,0.02115194019418033,138,0.9823529411764705,0.9941520467836257,0.9883040935672515,0.9882696938424492,0.004817026108018639,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,80,
392,0.13086795806884766,0.0009558472514920293,0.010908285776774088,0.0001183621719498803,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8255813953488372,0.8588235294117647,0.8588235294117647,0.8477428180574554,0.015670492278005533,131,0.9823529411764705,0.9941520467836257,0.9824561403508771,0.9863203761036577,0.005537987705957288,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,90,
393,0.14621845881144205,0.0005713985094473497,0.011925617853800455,0.0001952379191598703,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8588235294117647,0.8516643866849066,0.019058574691420253,101,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,100,
394,0.16325791676839194,0.0035731946380670675,0.013334989547729492,0.0002768027039706198,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,110,
395,0.17709883054097494,0.001493793468315152,0.013846158981323242,7.799555689434191e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,120,
396,0.19072818756103516,0.0006595633853586428,0.014905055363972982,3.917149454625054e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9764705882352941,0.9883040935672515,0.9941520467836257,0.9863089095287237,0.007355001183312339,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,130,
397,0.20537225405375162,0.002142789738196005,0.016161282857259113,0.0002977376417274556,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,140,
398,0.22092652320861816,0.0019661190113274994,0.017160336176554363,8.292885333187375e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9823529411764705,0.9883040935672515,0.9941520467836257,0.9882696938424492,0.0048170261080186395,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,150,
399,0.23325538635253906,0.0015805333643320357,0.019251426060994465,0.0016671352764622287,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,160,
400,0.24921560287475586,0.003047896291534658,0.019103844960530598,5.939967622953669e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8255813953488372,0.8705882352941177,0.8705882352941177,0.8555859553123576,0.021216427816723584,81,0.9823529411764705,0.9883040935672515,0.9883040935672515,0.9863203761036577,0.0028054001409304834,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,170,
401,0.2668755054473877,0.00306449805583892,0.020863691965738933,0.0003321269409579354,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8823529411764706,0.8556315549475605,0.02985964948696246,77,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,180,
402,0.27780954043070477,0.00140158978413374,0.021391868591308594,0.0003439781657263105,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8705882352941177,0.8517099863201095,0.02669787573289838,93,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,190,
403,0.29345011711120605,0.0006196611244882365,0.022960106531778973,0.0005189252291138506,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8823529411764706,0.8556315549475605,0.02985964948696246,77,0.9882352941176471,0.9883040935672515,0.9883040935672515,0.9882811604173835,3.243237157143101e-05,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,200,
404,0.30610235532124835,0.0018742582587808708,0.023387829462687176,0.0002820001900719068,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8705882352941177,0.8517099863201095,0.02669787573289838,93,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,210,
405,0.3192748228708903,0.00897159150238614,0.025029738744099934,0.0004807336997643564,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,220,
406,0.33426467577616376,0.0017507860999292821,0.02632745107014974,0.001244330545036656,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8705882352941177,0.8517099863201095,0.02669787573289838,93,0.9882352941176471,0.9883040935672515,0.9941520467836257,0.9902304781561747,0.0027731100129544076,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,230,
407,0.34809239705403644,0.0032677079671584097,0.0263672669728597,0.00020080566471672188,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.813953488372093,0.8705882352941177,0.8588235294117647,0.8477884176926586,0.024402239073772324,111,0.9882352941176471,0.9941520467836257,0.9941520467836257,0.9921797958949661,0.0027891839551446897,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,3,240,
408,0.015414953231811523,0.0002287333556540797,0.00243989626566569,1.4724585950239135e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7906976744186046,0.8470588235294118,0.8588235294117647,0.8321933424532603,0.029732360881216377,188,0.9117647058823529,0.9122807017543859,0.9064327485380117,0.9101593853915836,0.002643536723632248,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,10,
409,0.029871384302775066,0.00011412695583071561,0.00353391965230306,3.812627098182355e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9176470588235294,0.9415204678362573,0.9122807017543859,0.9238160761380575,0.012709145292553455,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,20,
410,0.04424015680948893,0.00038869913260588596,0.004573265711466472,7.82314135277587e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,168,0.9117647058823529,0.9473684210526315,0.9122807017543859,0.9238046095631235,0.01666346246272151,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,30,
411,0.06014275550842285,0.00031721267157364504,0.005855957667032878,0.0002096819075172609,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8372093023255814,0.8470588235294118,0.8352941176470589,0.8398540811673506,0.0051541709624969385,168,0.9117647058823529,0.9415204678362573,0.9122807017543859,0.921855291824332,0.013906974835671233,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,40,
412,0.07355276743570964,0.0010254590559544282,0.00665744145711263,9.725263702996943e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8352941176470589,0.8321021431828545,0.013702367914700002,211,0.9117647058823529,0.9532163742690059,0.9005847953216374,0.921855291824332,0.02264046111298119,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,50,
413,0.08650398254394531,0.0011678181709162086,0.007767995198567708,0.000118031458094667,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9058823529411765,0.9473684210526315,0.9122807017543859,0.921843825249398,0.01823665649313146,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,60,
414,0.10072747866312663,0.0009762427970648318,0.008666356404622396,8.369778838805533e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9,0.9473684210526315,0.9181286549707602,0.921832358674464,0.019514608102623482,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,70,
415,0.11408313115437825,0.0012957689009644028,0.009719053904215494,1.3066459601443361e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9,0.9415204678362573,0.9005847953216374,0.9140350877192982,0.019436564966103607,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,80,
416,0.1304924488067627,0.0025401136676871812,0.01096185048421224,0.0002639965431156098,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,182,0.9,0.9415204678362573,0.9064327485380117,0.9159844054580897,0.01824669695724999,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,90,
417,0.14435545603434244,0.002037688527199185,0.011874119440714518,0.00016092074708148367,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8255813953488372,0.8470588235294118,0.8588235294117647,0.8438212494300045,0.013762782756435901,144,0.9058823529411765,0.9473684210526315,0.9005847953216374,0.9179451897718152,0.020917471699297915,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,100,
418,0.1566437085469564,0.0015136638282180438,0.01323548952738444,0.00044662439082800913,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8352941176470589,0.8282261741906064,0.018933790014748444,214,0.9,0.9415204678362573,0.8947368421052632,0.9120857699805068,0.020924089564434645,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,110,
419,0.17325552304585776,0.0029855206065922237,0.013944149017333984,8.939287286503866e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8352941176470589,0.8282261741906064,0.018933790014748444,214,0.9,0.9473684210526315,0.9005847953216374,0.9159844054580897,0.02219313441165816,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,120,
420,0.18659019470214844,0.0012640441321537371,0.015729824701944988,0.0007124327032135992,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.9473684210526315,0.9005847953216374,0.9159844054580897,0.02219313441165816,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,130,
421,0.20167883237202963,0.001989299306750181,0.0160064697265625,0.00015943626365166256,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.9415204678362573,0.8947368421052632,0.9120857699805068,0.020924089564434645,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,140,
422,0.2148443857828776,0.0003654421688845799,0.01683211326599121,8.758500477880768e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.935672514619883,0.8888888888888888,0.9081871345029239,0.019957434498805368,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,150,
423,0.2328031063079834,0.0035365649751226387,0.01821104685465495,0.0005670120597823019,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.9298245614035088,0.8947368421052632,0.9081871345029241,0.015450110893126203,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,160,
424,0.2431332270304362,0.0007461299518444466,0.019247690836588543,0.000406795307294719,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.935672514619883,0.9005847953216374,0.9120857699805067,0.01668005572341628,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,170,
425,0.2554953893025716,0.005201865107550977,0.020208040873209637,0.00021477445863344837,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8470588235294118,0.8360237118103054,0.015606004655462328,182,0.9,0.935672514619883,0.9005847953216374,0.9120857699805067,0.01668005572341628,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,180,
426,0.27075990041097003,0.0029254906600256043,0.021428505579630535,0.00026376906846019304,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8588235294117647,0.8360693114455083,0.024339016200305492,174,0.9,0.9298245614035088,0.8947368421052632,0.9081871345029241,0.015450110893126203,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,190,
427,0.28407923380533856,0.003381197950359626,0.021923383076985676,0.0001559938265329163,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8588235294117647,0.8360693114455083,0.024339016200305492,174,0.9,0.9298245614035088,0.9005847953216374,0.9101364522417154,0.01392364243932053,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,200,
428,0.29715943336486816,0.0035152720603968354,0.023035685221354168,0.00011243188119640485,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9058823529411765,0.935672514619883,0.9005847953216374,0.9140465542942322,0.015444041983626956,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,210,
429,0.31259957949320477,0.004528968856105045,0.024372180302937824,0.00011349497919227834,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.813953488372093,0.8470588235294118,0.8588235294117647,0.8399452804377564,0.018996175355635518,157,0.9,0.935672514619883,0.9064327485380117,0.9140350877192982,0.015523718317399226,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,220,
430,0.32770196596781415,0.005378235661893451,0.025307496388753254,0.0001514224323529777,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8588235294117647,0.8360693114455083,0.024339016200305492,174,0.9,0.935672514619883,0.9005847953216374,0.9120857699805067,0.01668005572341628,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,230,
431,0.3447106679280599,0.005159004590474863,0.026386737823486328,0.0002734985002571807,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.9,0.935672514619883,0.9064327485380117,0.9140350877192982,0.015523718317399226,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,6,240,
432,0.01516111691792806,0.00013487909356956225,0.002440214157104492,2.225694155911038e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7790697674418605,0.8352941176470589,0.8470588235294118,0.8204742362061105,0.029668722041479686,239,0.8529411764705882,0.8771929824561403,0.8654970760233918,0.8652104116500401,0.0099028331211301,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,10,
433,0.02907721201578776,0.0003023601530324956,0.0035505294799804688,3.145499242872623e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8470588235294118,0.8282261741906064,0.018933790014748444,214,0.8529411764705882,0.8771929824561403,0.8596491228070176,0.8632610939112487,0.010224880596974085,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,20,
434,0.044153054555257164,0.0012921321742132023,0.0045019785563151045,1.5086871146448266e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8771929824561403,0.8671711959637656,0.007592154260307077,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,30,
435,0.057240804036458336,0.0003381230138856975,0.005589485168457031,0.00011186278583310373,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.8771929824561403,0.8671597293888316,0.010333604550910258,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,40,
436,0.07054344813028972,0.00023443003784946674,0.006536960601806641,4.830433373309736e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8235294117647058,0.8243046055631554,0.01827049410069036,227,0.8529411764705882,0.8830409356725146,0.8713450292397661,0.8691090471276229,0.012389473704395373,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,50,
437,0.08426459630330403,0.001082958431024708,0.007923603057861328,0.000322189755988618,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.8470588235294118,0.8321477428180574,0.021087452571637126,191,0.8588235294117647,0.8771929824561403,0.8713450292397661,0.869120513702557,0.007662486685963154,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,60,
438,0.09963289896647136,0.001959531551067256,0.00881195068359375,0.00016741545962111417,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8713450292397661,0.8652218782249741,0.005115583372197181,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,70,
439,0.11161255836486816,0.002011037070582519,0.009664694468180338,5.188999611167466e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8470588235294118,0.8282261741906064,0.018933790014748444,214,0.8588235294117647,0.8771929824561403,0.8771929824561403,0.8710698314413484,0.008659443209577261,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,80,
440,0.12643194198608398,0.0031103504661708493,0.011934121449788412,0.001717344922341353,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8352941176470589,0.8243046055631554,0.015541517032919125,227,0.8588235294117647,0.8654970760233918,0.8654970760233918,0.8632725604861827,0.0031459400424306925,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,90,
441,0.14091269175211588,0.0009472683759927403,0.01366130510965983,0.002339331091173577,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8713450292397661,0.8654970760233918,0.8652218782249742,0.005115583372197182,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,100,
442,0.15419832865397134,0.002518328384016221,0.012585163116455078,4.8441820954748144e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8654970760233918,0.8596491228070176,0.8613232427473912,0.0029705290522573854,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,110,
443,0.1688691775004069,0.00027234320514005135,0.013876994450887045,0.0003626079491665977,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8596491228070176,0.8538011695906432,0.859385391583534,0.004455734561643474,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,120,
444,0.1820387840270996,0.0016057387875339731,0.014788071314493815,6.795120050684697e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8647058823529412,0.8596491228070176,0.8538011695906432,0.859385391583534,0.004455734561643474,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,130,
445,0.19354605674743652,0.002190869408605309,0.01586635907491048,7.715566418279243e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8352941176470589,0.8204286365709074,0.02102296494909392,242,0.8705882352941177,0.8771929824561403,0.8538011695906432,0.8671941291136337,0.009846630383263371,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,140,
446,0.21358791987101236,0.0033576337643011446,0.017002423604329426,0.0004958775679447314,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7906976744186046,0.8352941176470589,0.8235294117647058,0.8165070679434564,0.01887141880755243,309,0.8705882352941177,0.8713450292397661,0.8421052631578947,0.8613461758972595,0.013608887452737892,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,150,
447,0.22429776191711426,0.0006626150608485528,0.018270095189412434,0.0005357690171461534,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8705882352941177,0.8654970760233918,0.8362573099415205,0.8574475404196766,0.015127224386692317,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,160,
448,0.23900286356608072,0.003489257381295391,0.018935521443684895,0.0003144545131663342,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.8362573099415205,0.8535145052172917,0.014330237047980438,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,170,
449,0.2516329288482666,0.003587410091170453,0.019913117090861004,0.00015484172686184593,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8654970760233918,0.8362573099415205,0.8515651874785002,0.011976671474451164,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,180,
450,0.2657574812571208,0.003194866027686097,0.021181662877400715,0.0003741551174660418,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8596491228070176,0.8421052631578947,0.8554867561059512,0.009684729196540504,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,190,
451,0.27872975667317706,0.004134580751037229,0.022176504135131836,0.00033586067352364197,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,200,
452,0.29607216517130536,0.003727143418449739,0.02431941032409668,0.0016926698362888938,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.8421052631578947,0.8574360738447426,0.01084533122570927,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,210,
453,0.30812835693359375,0.003988748747263924,0.0250241756439209,0.0009641856237815482,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8588235294117647,0.8654970760233918,0.8421052631578947,0.855475289531017,0.009838775669356434,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,220,
454,0.3256017367045085,0.002684269123361653,0.025623877843221027,0.0005174247258770047,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8647058823529412,0.8654970760233918,0.847953216374269,0.859385391583534,0.00809021917163105,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,230,
455,0.3362308343251546,0.005388298605373742,0.02615515391031901,0.00012938528149998018,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8352941176470589,0.8235294117647058,0.8203830369357045,0.013641990362321513,246,0.8529411764705882,0.8713450292397661,0.847953216374269,0.8574131406948745,0.010059591618652008,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,9,240,
456,0.014917691548665365,5.680080456800413e-05,0.002441962560017904,3.009136751148003e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7674418604651163,0.8352941176470589,0.7529411764705882,0.7852257181942545,0.03589522648766804,448,0.8529411764705882,0.8421052631578947,0.7953216374269005,0.8301226923517945,0.025002524169160278,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,10,
457,0.028838157653808594,0.00036853420277230573,0.003460963567097982,7.153440350319919e-06,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8023255813953488,0.8,0.7529411764705882,0.7850889192886457,0.022751704821523045,452,0.8529411764705882,0.8187134502923976,0.8128654970760234,0.828173374613003,0.017675456540028858,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,20,
458,0.04259101549784342,0.00030895376510613046,0.0045023759206136065,2.2400634766932325e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8023255813953488,0.8470588235294118,0.7411764705882353,0.7968536251709987,0.04339911592633247,388,0.8529411764705882,0.8304093567251462,0.8128654970760234,0.832072010090586,0.016403014598830964,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,30,
459,0.05762338638305664,0.0010095700282300168,0.0055237611134847,5.720864721526581e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7529411764705882,0.7890104879160966,0.025794323521337075,422,0.8470588235294118,0.8362573099415205,0.8011695906432749,0.828161908038069,0.01958923297295959,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,40,
460,0.0706016222635905,0.0003463840613131733,0.00666960080464681,9.966112080769004e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.8023255813953488,0.8,0.7529411764705882,0.7850889192886457,0.022751704821523045,452,0.8529411764705882,0.8304093567251462,0.8011695906432749,0.828173374613003,0.02119471611468427,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,50,
461,0.0835721492767334,0.0012856949222949797,0.007543245951334636,3.959487497204585e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7647058823529411,0.7850889192886457,0.015518487790025648,452,0.8470588235294118,0.8245614035087719,0.8011695906432749,0.8242632725604863,0.01873538693250949,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,60,
462,0.09879207611083984,0.0009689409862345504,0.009061733881632486,0.0002717193925352854,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8362573099415205,0.8011695906432749,0.828161908038069,0.01958923297295959,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,70,
463,0.11314860979715984,0.0009797385456766043,0.009789864222208658,0.00018688066193770788,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8245614035087719,0.8070175438596491,0.8262125902992775,0.01638842747715376,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,80,
464,0.1258415381113688,0.00021546588741607273,0.010712226231892904,0.00013070867193050963,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8304093567251462,0.8128654970760234,0.8301112257768605,0.013960958778769248,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,90,
465,0.1416184107462565,0.0012454107583185514,0.01157053311665853,3.382987040474427e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8023255813953488,0.788235294117647,0.7764705882352941,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8128654970760234,0.8128654970760234,0.8242632725604863,0.016118888671010842,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,100,
466,0.1545720895131429,0.0011071989108072066,0.01281412442525228,5.2488319329078855e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.8,0.7929320565435477,0.011678671053229889,409,0.8470588235294118,0.8187134502923976,0.8245614035087719,0.8301112257768604,0.012219259153536752,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,110,
467,0.16987458864847818,0.0025808023556248244,0.014084657033284506,0.0001134432133799012,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.8,0.7929320565435477,0.011678671053229889,409,0.8470588235294118,0.8128654970760234,0.8245614035087719,0.828161908038069,0.014189635140625557,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,120,
468,0.1817793051401774,0.0011744239026576704,0.014865954717000326,0.00022248233677479496,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.788235294117647,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8070175438596491,0.8187134502923976,0.824263272560486,0.016811234632502274,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,130,
469,0.19628802935282388,0.0010865162408802474,0.015967528025309246,5.570440898748183e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8023255813953488,0.7764705882352941,0.788235294117647,0.7890104879160966,0.010569480021757132,422,0.8470588235294118,0.8245614035087719,0.8187134502923976,0.8301112257768605,0.01221925915353675,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,140,
470,0.21103302637736002,0.003858767575145041,0.01683799425760905,0.0001964957094507703,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.8023255813953488,0.8,0.7647058823529411,0.7890104879160966,0.017212155993018934,422,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,150,
471,0.22397144635518393,0.002339409502749932,0.01819785435994466,0.0007005067946225528,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,160,
472,0.23759698867797852,0.0024626150356287773,0.019225120544433594,0.0006894415644091502,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.788235294117647,0.8007751937984495,0.009668198066297373,385,0.8411764705882353,0.8362573099415205,0.8187134502923976,0.8320490769407177,0.00964118730394369,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,170,
473,0.25191283226013184,0.002328362429835642,0.01965483029683431,1.9564210151881043e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.8023255813953488,0.8,0.788235294117647,0.7968536251709986,0.0061675929835158785,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,180,
474,0.2679115931193034,0.0015749718435931694,0.02202471097310384,0.0005853145309664125,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.8023255813953488,0.8,0.7764705882352941,0.7929320565435476,0.01167867105322989,415,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,190,
475,0.27695441246032715,0.003422373883216656,0.021956125895182293,0.00020959116189632853,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,200,
476,0.29139089584350586,0.0041310868361594385,0.024038235346476238,0.0016760541490827548,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.8023255813953488,0.8,0.7764705882352941,0.7929320565435476,0.01167867105322989,415,0.8470588235294118,0.8304093567251462,0.8187134502923976,0.8320605435156518,0.011630702453685953,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,210,
477,0.3028937180836995,0.005851209998296566,0.024094661076863606,2.9006396229727752e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8362573099415205,0.8187134502923976,0.8340098612544432,0.011680562634485067,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,220,
478,0.31677818298339844,0.004577513484488136,0.02495098114013672,0.000228205648935271,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8470588235294118,0.8421052631578947,0.8128654970760234,0.8340098612544433,0.015087468143480323,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,230,
479,0.3349442481994629,0.003949916383467565,0.026439746220906574,0.0004815016661802084,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.8023255813953488,0.8117647058823529,0.7764705882352941,0.7968536251709986,0.014919236213962397,391,0.8411764705882353,0.8362573099415205,0.8128654970760234,0.8300997592019264,0.01235082665614729,RandomForestClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",12,12,240,
0,0.05185842514038086,0.00032867399873603054,0.0055357615152994795,3.193405026353146e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,
1,0.07022802035013835,0.0012185663271533482,0.007326602935791016,0.00037236438291678864,42,"{'n_estimators': 40, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,
2,0.08841824531555176,0.0035799091084980405,0.00880893071492513,0.00041456689520679064,42,"{'n_estimators': 50, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,
3,0.10290718078613281,0.0005670464336295895,0.009892940521240234,2.4141181118031022e-05,42,"{'n_estimators': 60, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,
4,0.12264633178710938,0.004305742695889192,0.011748790740966797,0.0004790537099719089,42,"{'n_estimators': 70, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,
5,0.13987159729003906,0.00210131017781653,0.013096809387207031,0.0002892588294109038,42,"{'n_estimators': 80, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,
6,0.1537958780924479,0.00022977056526638938,0.014820496241251627,0.00034159896117566107,42,"{'n_estimators': 90, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,
7,0.17212812105814615,0.0008349481122848015,0.01697222391764323,0.0011503251522290996,42,"{'n_estimators': 100, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,
8,0.1912390391031901,0.0028306657872101677,0.017537673314412434,0.00012937883776675328,42,"{'n_estimators': 110, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,
9,0.20697339375813803,0.0023600949879684393,0.018927892049153645,6.63201847498732e-05,42,"{'n_estimators': 120, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,
10,0.226258913675944,0.0011167444860359272,0.02087704340616862,0.00026530509397296675,42,"{'n_estimators': 130, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,
11,0.24304413795471191,0.0005448106075917162,0.022459904352823894,0.00033689202338767286,42,"{'n_estimators': 140, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,
12,0.25764624277750653,0.001291821304336327,0.023242076237996418,9.212059774672253e-05,42,"{'n_estimators': 150, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,
13,0.27596267064412433,0.0024034985144855466,0.025255203247070312,0.00034654652381014347,42,"{'n_estimators': 160, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,
14,0.2913006941477458,0.0008555529780867414,0.02630790074666341,0.0002845197415712995,42,"{'n_estimators': 170, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,
15,0.3103741804758708,0.003794321440654705,0.028053919474283855,0.0004912620206071552,42,"{'n_estimators': 180, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,
16,0.3301800886789958,0.004497488736990449,0.02919165293375651,0.0006090516144006985,42,"{'n_estimators': 190, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,
17,0.3444121678670247,0.0033634374150569865,0.03129037221272787,0.0009042944074173538,42,"{'n_estimators': 200, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,
18,0.36547501881917316,0.004925105763779909,0.033883094787597656,0.0008511487843095244,42,"{'n_estimators': 210, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,
19,0.38156453768412274,0.0019498523296115264,0.035211801528930664,0.0006375086627468008,42,"{'n_estimators': 220, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,
20,0.39812318483988446,0.0013517115403712562,0.03625647226969401,0.0007557996397150716,42,"{'n_estimators': 230, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,
21,0.4173003037770589,0.001648290994024175,0.03802220026652018,0.001922636162898995,42,"{'n_estimators': 240, 'random_state': 42}",0.7209302325581395,0.8117647058823529,0.4470588235294118,0.6599179206566347,0.1550149924112379,1,0.7705882352941177,0.8245614035087719,0.47368421052631576,0.6896112831097351,0.15426525041329686,AdaBoostClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,
0,0.13289864857991537,0.001258120727889614,0.001584450403849284,3.201345933070421e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8604651162790697,0.8588235294117647,0.8352941176470589,0.8515275877792977,0.011498343830350711,66,0.9764705882352941,1.0,0.9824561403508771,0.9863089095287237,0.00998469419500313,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.05
1,0.17537140846252441,0.002024096508821947,0.0021975835164388022,0.0008105253958485293,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8837209302325582,0.8705882352941177,0.8470588235294118,0.8671226630186958,0.015166523670579057,65,0.9882352941176471,1.0,0.9941520467836257,0.9941291136337576,0.004802948439697529,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.05
2,0.21860949198404947,0.0010851696701739517,0.0016720294952392578,7.155205977978627e-06,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.8588235294117647,0.8749202006383948,0.015222767383850446,64,0.9882352941176471,1.0,1.0,0.996078431372549,0.005545935538718,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.05
3,0.26566823323567706,0.003881669899309363,0.0017668406168619792,3.0760822196876795e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,8,0.9941176470588236,1.0,1.0,0.9980392156862745,0.002772967769359,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.05
4,0.30817898114522296,0.003744495922639307,0.0018134117126464844,4.91539476631568e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.05
5,0.350872278213501,0.003393806367311305,0.0018890698750813801,1.837353391917053e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.05
6,0.3966018358866374,0.004160467065070917,0.001993576685587565,9.396320573385018e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8705882352941177,0.8866849065207479,0.011393158055907283,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.05
7,0.44012149175008136,0.0029597072192729785,0.0021196206410725913,7.99946345845772e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.8953488372093024,0.8941176470588236,0.8705882352941177,0.8866849065207479,0.011393158055907283,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.05
8,0.48329003651936847,0.0047471999171061156,0.0020666122436523438,2.0802163348580947e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8705882352941177,0.8828089375284999,0.009627464273887214,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.05
9,0.5282097657521566,0.0037742704011049094,0.0022278626759847007,8.026963410744716e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.05
10,0.5685648918151855,0.005124173718977522,0.0021714369455973306,2.3716224693071754e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.05
11,0.6170165538787842,0.0034871800251046743,0.002309878667195638,7.761378232384731e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.05
12,0.6607237656911215,0.0028586896702349636,0.002252340316772461,2.663680825888503e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.05
13,0.7012510299682617,0.003468931012995685,0.0023145675659179688,4.3683766627545966e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.05
14,0.7468454043070475,0.00442587176814158,0.0024029413859049478,7.75712921771044e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.05
15,0.7923953533172607,0.00952686215360375,0.0024261474609375,5.1396764113117764e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.05
16,0.8340127468109131,0.007359843553490115,0.002450863520304362,4.4118962772431766e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.05
17,0.8762172063191732,0.013052119776049793,0.0025164286295572915,6.839090955246599e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.05
18,0.9238359133402506,0.0076196715675054755,0.0025736490885416665,6.459760146344599e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.05
19,0.9743496576944987,0.005049935574934356,0.0026148160298665366,2.6259497296502708e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.05
20,1.0230576992034912,0.010809760121901666,0.002756834030151367,4.7902954274091194e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.05
21,1.0608189105987549,0.010771091700823816,0.0027179718017578125,3.077724373455987e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.8604651162790697,0.8941176470588236,0.8705882352941177,0.8750569995440037,0.014097295187644191,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.05
22,0.13247275352478027,0.0016782944425501316,0.0015889803568522136,3.595055630588716e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8953488372093024,0.8705882352941177,0.8705882352941177,0.8788417692658458,0.011672259680325144,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.1
23,0.17560895284016928,0.000404505973099946,0.0016196568806966145,3.72016182856158e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.8953488372093024,0.8823529411764706,0.8705882352941177,0.8827633378932968,0.010112637997392123,8,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.1
24,0.21999136606852213,0.0021283561820088243,0.0017278194427490234,1.5703080940318215e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8705882352941177,0.8828089375284999,0.009627464273887214,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.1
25,0.2653656800587972,0.004296957520443667,0.0017622311909993489,3.13078688366688e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.1
26,0.30685146649678546,0.0025791187291581102,0.0018444061279296875,3.747345486524296e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.1
27,0.35049962997436523,0.0009004379026637551,0.0018801689147949219,4.594658621992783e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.1
28,0.39523887634277344,0.006454221697029818,0.0020003318786621094,3.8461579952384534e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.8604651162790697,0.8941176470588236,0.8705882352941177,0.8750569995440037,0.014097295187644191,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.1
29,0.43935569127400714,0.00469359739114902,0.002153476079305013,0.00013113113364468686,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.8604651162790697,0.8941176470588236,0.8705882352941177,0.8750569995440037,0.014097295187644191,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.1
30,0.4841744105021159,0.004273337826675921,0.0020291010538736978,6.933823695123366e-05,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.8604651162790697,0.8941176470588236,0.8705882352941177,0.8750569995440037,0.014097295187644191,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.1
31,0.5320157210032145,0.005377995264560403,0.002326329549153646,0.0001789878776256137,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.1
32,0.576759417851766,0.0028079175724518993,0.002208153406778971,4.450380801045799e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.1
33,0.6190428733825684,0.0028089479412940696,0.0024466514587402344,0.0003239301087826041,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.1
34,0.659822940826416,0.003570256062849094,0.0024132728576660156,7.785769122526779e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.872093023255814,0.9058823529411765,0.8705882352941177,0.8828545371637028,0.016294709188636847,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.1
35,0.7061768372853597,0.009555042705149995,0.0023444493611653647,3.1659936583160944e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.1
36,0.7481726805369059,0.0028744138972849496,0.0023845036824544272,4.304994268052013e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.1
37,0.7920214335123698,0.005737846580461052,0.002459287643432617,5.8970896881991824e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.1
38,0.8394984404246012,0.006069780710147077,0.0024673144022623696,1.2577317629534514e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.1
39,0.8887608051300049,0.0032359898155448264,0.0025298595428466797,3.6078227515876604e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.1
40,0.9281117916107178,0.007471781225455234,0.0026451746622721353,5.6728704790931396e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.1
41,0.9727033774058024,0.0078148395354196,0.0026935736338297525,6.953062282455123e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.1
42,1.019441286722819,0.006990455378505436,0.0027849674224853516,7.384538410603339e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.1
43,1.0702131589253743,0.0074510977815628,0.002848466237386068,3.457060262149128e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.8604651162790697,0.9058823529411765,0.8705882352941177,0.8789785681714547,0.019467573224036666,12,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.1
44,0.13253490130106607,0.00147993309052913,0.001546939214070638,7.100267360748307e-06,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9069767441860465,0.8941176470588236,0.8705882352941177,0.8905608755129958,0.015066936488359809,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,30,0.5
45,0.1781001885732015,0.0006991416142207268,0.0016082127888997395,6.017014018880851e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.8837209302325582,0.8941176470588236,0.8705882352941177,0.8828089375284999,0.009627464273887214,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,40,0.5
46,0.22182337443033853,0.0019906423926371033,0.0022052923838297525,0.000740232143769453,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,50,0.5
47,0.2672126293182373,0.001046922522732334,0.0019063949584960938,0.00023542729082183202,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,60,0.5
48,0.3098994890848796,0.0011288362534948562,0.0018382867177327473,1.5835652821155464e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,70,0.5
49,0.3416632016499837,0.008784545210087789,0.0019097328186035156,4.218369684642763e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,80,0.5
50,0.36684393882751465,0.01696927767230284,0.001914660135904948,1.3616092265486448e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,90,0.5
51,0.3882010777791341,0.024133356589637372,0.002030452092488607,7.893835568731959e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,100,0.5
52,0.4044978618621826,0.017657210938554564,0.001992464065551758,1.033941599273832e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,110,0.5
53,0.4138023058573405,0.016197001433420486,0.0020248095194498696,2.0761438516781013e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,120,0.5
54,0.42885883649190265,0.02191840790325308,0.002047459284464518,2.1449134446817758e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,130,0.5
55,0.44725767771402997,0.0255598901866353,0.002122163772583008,0.00010170613546199856,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,140,0.5
56,0.4556209246317546,0.020637313730811662,0.002085129419962565,2.449518045969397e-06,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,150,0.5
57,0.4721657435099284,0.01934333638042353,0.002131303151448568,1.840650451012559e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,160,0.5
58,0.48378872871398926,0.020932566829936397,0.0022072792053222656,0.00012036919557015493,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,170,0.5
59,0.4938824971516927,0.0179838855500921,0.0021185080210367837,2.1872513458754992e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,180,0.5
60,0.507057269414266,0.021255760628536253,0.0021851062774658203,0.00015558208327422592,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,190,0.5
61,0.5252635478973389,0.02589601791138384,0.0021337668100992837,1.9331354516996727e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,200,0.5
62,0.5323955217997233,0.01908485415701182,0.002161741256713867,4.203520818887341e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,210,0.5
63,0.5511964956919352,0.023305156404143653,0.002164920171101888,1.0636307413941452e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,220,0.5
64,0.5669540564219157,0.023302005745401307,0.0022303263346354165,1.0051981645068833e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,230,0.5
65,0.5752360820770264,0.018742348888840535,0.0026346842447916665,0.00058949044977253,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.872093023255814,0.8941176470588236,0.8705882352941177,0.8789329685362518,0.010754749123923735,24,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[True, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], False]",,,240,0.5
0,0.004019896189371745,7.126823686009725e-05,0.0012427965799967449,3.232738683872432e-05,42,{'random_state': 42},0.8446601941747572,0.7669902912621359,0.7961165048543689,0.802588996763754,0.032037200442108935,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,,
0,0.021754900614420574,0.004527101063739867,0.0028928915659586587,0.0004336933930931505,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7572815533980582,0.6796116504854369,0.7572815533980582,0.7313915857605178,0.03661394336241021,312,0.8155339805825242,0.8495145631067961,0.8786407766990292,0.8478964401294498,0.02578863665130946,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,10,
1,0.030568997065226238,0.00010677503301203072,0.0035010178883870444,7.704359880064113e-06,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7766990291262136,0.6796116504854369,0.7087378640776699,0.7216828478964401,0.04067898087371045,377,0.8446601941747572,0.8495145631067961,0.8786407766990292,0.8576051779935275,0.015005855170705068,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,20,
2,0.04471906026204427,0.0005550813389806912,0.004469950993855794,3.1414808204406294e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.7766990291262136,0.6990291262135923,0.7184466019417476,0.7313915857605178,0.0330033625475261,312,0.8543689320388349,0.8495145631067961,0.8640776699029126,0.8559870550161812,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,30,
3,0.05880888303120931,0.0004212280033851629,0.0056981245676676435,0.0001501648884694848,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.7766990291262136,0.7281553398058253,0.7087378640776699,0.7378640776699029,0.02858175037646551,284,0.8543689320388349,0.8300970873786407,0.8689320388349514,0.8511326860841423,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,40,
4,0.0731658140818278,0.0002984985587488842,0.006640911102294922,0.00011916032421292437,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.7766990291262136,0.7184466019417476,0.7087378640776699,0.7346278317152103,0.030011710341410033,296,0.8495145631067961,0.8300970873786407,0.8495145631067961,0.843042071197411,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,50,
5,0.08744247754414876,0.00022441300649439906,0.007705211639404297,0.00013712820286020106,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7766990291262136,0.6990291262135923,0.7184466019417476,0.7313915857605178,0.0330033625475261,312,0.8300970873786407,0.8349514563106796,0.8398058252427184,0.8349514563106796,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,60,
6,0.10370318094889323,0.0028125637565249253,0.00881195068359375,0.0002476755575212099,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.7864077669902912,0.6990291262135923,0.7184466019417476,0.7346278317152103,0.03746225534883566,296,0.8252427184466019,0.8252427184466019,0.8446601941747572,0.831715210355987,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,70,
7,0.1168822447458903,0.0007547511669796425,0.009768247604370117,6.659550611815197e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.7766990291262136,0.6990291262135923,0.7184466019417476,0.7313915857605178,0.0330033625475261,312,0.8300970873786407,0.8203883495145631,0.8446601941747572,0.831715210355987,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,80,
8,0.13260515530904135,0.0007727224820118513,0.010699907938639322,4.032697546142038e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.7766990291262136,0.6990291262135923,0.7087378640776699,0.7281553398058253,0.03455365130107219,341,0.8349514563106796,0.8398058252427184,0.8446601941747572,0.8398058252427184,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,90,
9,0.14679336547851562,0.002646293943623104,0.01222538948059082,0.0006550417582871082,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.7864077669902912,0.6893203883495146,0.7087378640776699,0.7281553398058253,0.04194654173726768,341,0.8446601941747572,0.8203883495145631,0.8446601941747572,0.8365695792880259,0.011441857300753191,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,100,
10,0.16143004099527994,0.0027866169488908583,0.012855768203735352,6.47141401608933e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.7864077669902912,0.6893203883495146,0.7087378640776699,0.7281553398058253,0.04194654173726768,341,0.8495145631067961,0.8203883495145631,0.8495145631067961,0.8398058252427184,0.01373022876090383,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,110,
11,0.17496132850646973,0.0011979330533861846,0.014243364334106445,0.0002978643629738257,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.7864077669902912,0.6796116504854369,0.7087378640776699,0.7249190938511326,0.045075690217424316,368,0.8543689320388349,0.8155339805825242,0.8446601941747572,0.8381877022653721,0.01650168127376305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,120,
12,0.1897247632344564,0.002334115578547784,0.015305280685424805,0.0004735856459280179,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.7961165048543689,0.6893203883495146,0.7087378640776699,0.7313915857605178,0.046448867619441156,312,0.8543689320388349,0.8058252427184466,0.8446601941747572,0.8349514563106796,0.02097327086863384,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,130,
13,0.20567472775777182,0.002862496502100957,0.016866763432820637,0.0010735558652455906,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8495145631067961,0.8252427184466019,0.8398058252427184,0.8381877022653721,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,140,
14,0.2188089688618978,0.0012642433362906335,0.017772197723388672,0.0008221563401973871,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.7864077669902912,0.7087378640776699,0.7087378640776699,0.7346278317152103,0.036613943362410216,296,0.8398058252427184,0.8252427184466019,0.8398058252427184,0.8349514563106796,0.006865114380451915,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,150,
15,0.23085673650105795,0.0010867687812287632,0.01863892873128255,0.0008634716148914811,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.7864077669902912,0.7087378640776699,0.7087378640776699,0.7346278317152103,0.036613943362410216,296,0.8398058252427184,0.8252427184466019,0.8446601941747572,0.8365695792880259,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,160,
16,0.25057824452718097,0.005206736342005848,0.01927049954732259,0.00045888982164226066,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.7864077669902912,0.7087378640776699,0.7087378640776699,0.7346278317152103,0.036613943362410216,296,0.8398058252427184,0.8203883495145631,0.8446601941747572,0.8349514563106796,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,170,
17,0.2629212538401286,0.0034486563154885017,0.020783185958862305,0.0008461108454579919,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7766990291262136,0.7087378640776699,0.7087378640776699,0.7313915857605178,0.032037200442108935,312,0.8398058252427184,0.8203883495145631,0.8446601941747572,0.8349514563106796,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,180,
18,0.27728621164957684,0.0012655846026659522,0.021054744720458984,0.0001725027208861351,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7864077669902912,0.7087378640776699,0.7087378640776699,0.7346278317152103,0.036613943362410216,296,0.8398058252427184,0.8252427184466019,0.8446601941747572,0.8365695792880259,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,190,
19,0.2909383773803711,0.0035852847347027012,0.022081613540649414,0.00020490168557882362,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.7766990291262136,0.7087378640776699,0.7087378640776699,0.7313915857605178,0.032037200442108935,312,0.8398058252427184,0.8252427184466019,0.8446601941747572,0.8365695792880259,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,200,
20,0.30704426765441895,0.003138502191085844,0.02527332305908203,0.0011511448651233239,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7961165048543689,0.6990291262135923,0.7087378640776699,0.7346278317152103,0.04365934486482859,296,0.8446601941747572,0.8252427184466019,0.8446601941747572,0.8381877022653721,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,210,
21,0.32083837191263836,0.003281986577446429,0.02476024627685547,0.0003168962916064546,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7961165048543689,0.6990291262135923,0.7087378640776699,0.7346278317152103,0.04365934486482859,296,0.8446601941747572,0.8203883495145631,0.8495145631067961,0.8381877022653721,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,220,
22,0.3339841365814209,0.002092192436762442,0.02524145444234212,7.956523295250553e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8446601941747572,0.8203883495145631,0.8495145631067961,0.8381877022653721,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,230,
23,0.348920742670695,0.003443414502178746,0.026409705479939777,0.00013239386535996255,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8446601941747572,0.8203883495145631,0.8495145631067961,0.8381877022653721,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,240,
24,0.01553670565287272,0.00016856596335047372,0.002400477727254232,9.602742174144245e-07,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7184466019417476,0.7087378640776699,0.7669902912621359,0.7313915857605178,0.02548222612948805,312,0.8009708737864077,0.8252427184466019,0.8640776699029126,0.8300970873786407,0.025990903566681236,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,10,
25,0.03054960568745931,0.0006623819188817733,0.0034896532694498696,1.4232521950736764e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7766990291262136,0.6796116504854369,0.7281553398058253,0.7281553398058253,0.03963575635571484,341,0.8446601941747572,0.8349514563106796,0.8689320388349514,0.8495145631067961,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,20,
26,0.04401977856953939,0.00013019041966356057,0.00449371337890625,2.447247966834324e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7572815533980582,0.6990291262135923,0.7378640776699029,0.7313915857605178,0.02421784716358537,312,0.8446601941747572,0.8349514563106796,0.8543689320388349,0.8446601941747572,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,30,
27,0.05862712860107422,0.000656276780024117,0.005583604176839192,4.576739801735575e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7766990291262136,0.7281553398058253,0.7281553398058253,0.744336569579288,0.022883714601506382,260,0.8446601941747572,0.8398058252427184,0.8495145631067961,0.8446601941747572,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,40,
28,0.07476019859313965,0.0030554584886407807,0.006655693054199219,0.0003751175719710255,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7572815533980582,0.7087378640776699,0.7184466019417476,0.7281553398058253,0.02097327086863384,341,0.8398058252427184,0.8300970873786407,0.8349514563106796,0.8349514563106796,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,50,
29,0.0875703493754069,0.0009708839042777403,0.007662614186604817,9.581784009968069e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7572815533980582,0.6990291262135923,0.7184466019417476,0.7249190938511326,0.02421784716358537,368,0.8252427184466019,0.8349514563106796,0.8349514563106796,0.831715210355987,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,60,
30,0.10130532582600911,0.0002527980824918338,0.008625427881876627,2.027383648565495e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.7864077669902912,0.6990291262135923,0.7184466019417476,0.7346278317152103,0.03746225534883566,296,0.8300970873786407,0.8155339805825242,0.8495145631067961,0.831715210355987,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,70,
31,0.11751405398050944,0.0014342089965810186,0.009878238042195639,0.00011698059408640908,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7572815533980582,0.6990291262135923,0.7087378640776699,0.7216828478964401,0.02548222612948805,377,0.8252427184466019,0.8300970873786407,0.8495145631067961,0.8349514563106796,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,80,
32,0.13026762008666992,0.0004548622859186157,0.01065389315287272,2.3066578255303083e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7864077669902912,0.6990291262135923,0.7087378640776699,0.7313915857605178,0.0391037086524096,312,0.8300970873786407,0.8203883495145631,0.8495145631067961,0.8333333333333334,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,90,
33,0.14383800824483237,0.00034258143944488023,0.011749029159545898,0.00011983010445643985,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.7864077669902912,0.6990291262135923,0.7087378640776699,0.7313915857605178,0.0391037086524096,312,0.8398058252427184,0.8155339805825242,0.8446601941747572,0.8333333333333334,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,100,
34,0.1586324373881022,0.001143694766115899,0.012776454289754232,0.00019004880517831127,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.7864077669902912,0.7087378640776699,0.7087378640776699,0.7346278317152103,0.036613943362410216,296,0.8398058252427184,0.8252427184466019,0.8446601941747572,0.8365695792880259,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,110,
35,0.17432339986165366,0.0012030958436302758,0.013779481252034506,0.0001246570248204051,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8398058252427184,0.8349514563106796,0.8446601941747572,0.8398058252427184,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,120,
36,0.18631601333618164,0.0016263727873359992,0.0151975949605306,0.00039168093888144995,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8398058252427184,0.8155339805825242,0.8446601941747572,0.8333333333333334,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,130,
37,0.20231040318806967,0.001585825693568864,0.015929301579793293,0.00011469896901461785,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8349514563106796,0.8155339805825242,0.8398058252427184,0.8300970873786407,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,140,
38,0.21738831202189127,0.001718532897189332,0.017966826756795246,0.0014244658131219448,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7669902912621359,0.7087378640776699,0.7087378640776699,0.7281553398058253,0.02746045752180766,341,0.8349514563106796,0.8203883495145631,0.8398058252427184,0.831715210355987,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,150,
39,0.23411663373311362,0.003346236019134208,0.018927256266276043,0.0011467889264453284,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7766990291262136,0.7087378640776699,0.7087378640776699,0.7313915857605178,0.032037200442108935,312,0.8398058252427184,0.8155339805825242,0.8446601941747572,0.8333333333333334,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,160,
40,0.24594879150390625,0.0021785902407896376,0.01922742525736491,0.0004349840673016203,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.7864077669902912,0.7087378640776699,0.7087378640776699,0.7346278317152103,0.036613943362410216,296,0.8398058252427184,0.8203883495145631,0.8446601941747572,0.8349514563106796,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,170,
41,0.261962890625,0.004045295468208864,0.02371811866760254,0.0026121825511184193,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.7669902912621359,0.7087378640776699,0.7087378640776699,0.7281553398058253,0.02746045752180766,341,0.8300970873786407,0.8203883495145631,0.8446601941747572,0.831715210355987,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,180,
42,0.27462172508239746,0.0021057170568271784,0.020916859308878582,4.128490763712448e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.7766990291262136,0.7087378640776699,0.7087378640776699,0.7313915857605178,0.032037200442108935,312,0.8398058252427184,0.8203883495145631,0.8446601941747572,0.8349514563106796,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,190,
43,0.28884124755859375,0.002912635130659837,0.023416837056477863,0.001065223640853985,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.7669902912621359,0.7087378640776699,0.7087378640776699,0.7281553398058253,0.02746045752180766,341,0.8349514563106796,0.8252427184466019,0.8446601941747572,0.8349514563106796,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,200,
44,0.30543971061706543,0.0003180043298223225,0.0236356258392334,0.0006340992111847229,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.7766990291262136,0.7087378640776699,0.7087378640776699,0.7313915857605178,0.032037200442108935,312,0.8349514563106796,0.8203883495145631,0.8446601941747572,0.8333333333333334,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,210,
45,0.32059017817179364,0.001791241575629005,0.02469182014465332,0.00032554995526368235,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8349514563106796,0.8203883495145631,0.8543689320388349,0.8365695792880259,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,220,
46,0.3313733736673991,0.00292896644039853,0.025235335032145183,0.00027659743041254193,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8349514563106796,0.8203883495145631,0.8446601941747572,0.8333333333333334,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,230,
47,0.3446509838104248,0.0005642538227278375,0.026128053665161133,0.00012854115349848609,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.7961165048543689,0.7087378640776699,0.7087378640776699,0.7378640776699029,0.04119068628271149,284,0.8349514563106796,0.8252427184466019,0.8495145631067961,0.8365695792880259,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,240,
48,0.015273094177246094,0.0002460831640396382,0.002382993698120117,1.9463875228252943e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.6990291262135923,0.6990291262135923,0.6990291262135923,0.6990291262135923,0.0,438,0.7961165048543689,0.8203883495145631,0.8058252427184466,0.8074433656957929,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,10,
49,0.029402494430541992,0.00017871324035241296,0.0034480889638264975,2.5606298456121916e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7475728155339806,0.6699029126213593,0.7184466019417476,0.7119741100323624,0.032037200442108935,410,0.8252427184466019,0.7961165048543689,0.8349514563106796,0.8187702265372168,0.01650168127376305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,20,
50,0.04454779624938965,0.0014973697734524173,0.0045134226481119795,2.1818737750471225e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7669902912621359,0.6796116504854369,0.6893203883495146,0.7119741100323624,0.0391037086524096,410,0.8252427184466019,0.8058252427184466,0.8349514563106796,0.8220064724919093,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,30,
51,0.05839228630065918,8.029386512036705e-05,0.006009976069132487,0.0006594851070292342,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7669902912621359,0.6990291262135923,0.6893203883495146,0.7184466019417476,0.03455365130107219,391,0.8203883495145631,0.8106796116504854,0.8446601941747572,0.8252427184466019,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,40,
52,0.07248409589131673,0.00040584754724779784,0.006616910298665364,6.828083150651988e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7669902912621359,0.6893203883495146,0.6893203883495146,0.715210355987055,0.036613943362410216,399,0.8203883495145631,0.7912621359223301,0.8252427184466019,0.8122977346278316,0.015005855170705016,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,50,
53,0.08623790740966797,0.0006293980455385993,0.007591644922892253,6.413484397629789e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7475728155339806,0.6796116504854369,0.6990291262135923,0.7087378640776699,0.02858175037646551,421,0.8106796116504854,0.8106796116504854,0.8398058252427184,0.8203883495145631,0.013730228760903828,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,60,
54,0.100096861521403,0.0009300470580010394,0.00863488515218099,3.675119262848799e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7669902912621359,0.6699029126213593,0.6990291262135923,0.7119741100323624,0.04067898087371045,410,0.8203883495145631,0.7961165048543689,0.8446601941747572,0.8203883495145631,0.01981787817785742,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,70,
55,0.11686269442240398,0.0013393119818211894,0.009805043538411459,0.00023685981564389446,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7378640776699029,0.6796116504854369,0.6990291262135923,0.7055016181229773,0.02421784716358537,422,0.7961165048543689,0.7864077669902912,0.8446601941747572,0.8090614886731391,0.02548222612948805,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,80,
56,0.12876192728678384,0.00015095973773847574,0.010850032170613607,0.00010645442212344675,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7669902912621359,0.6796116504854369,0.6990291262135923,0.715210355987055,0.03746225534883566,399,0.8155339805825242,0.7912621359223301,0.8446601941747572,0.8171521035598706,0.021829672432414297,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,90,
57,0.14654715855916342,0.0007932207346515398,0.012013117472330729,0.0003041359783826901,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7669902912621359,0.6796116504854369,0.6990291262135923,0.715210355987055,0.03746225534883566,399,0.8203883495145631,0.7912621359223301,0.8349514563106796,0.8155339805825242,0.018163385372689026,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,100,
58,0.15914305051167807,0.0023292763750706845,0.013146241505940756,0.00040856265198955583,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7669902912621359,0.6699029126213593,0.6990291262135923,0.7119741100323624,0.04067898087371045,410,0.8203883495145631,0.8009708737864077,0.8446601941747572,0.8220064724919093,0.01787275245499556,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,110,
59,0.17493955294291177,0.0026816690136837198,0.01419520378112793,0.000584404969353914,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7669902912621359,0.6699029126213593,0.6990291262135923,0.7119741100323624,0.04067898087371045,410,0.8252427184466019,0.8009708737864077,0.8398058252427184,0.8220064724919093,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,120,
60,0.18785508473714194,0.0014801081504570662,0.015205065409342447,0.0004735998223265925,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7669902912621359,0.6699029126213593,0.6990291262135923,0.7119741100323624,0.04067898087371045,410,0.8203883495145631,0.8009708737864077,0.8446601941747572,0.8220064724919093,0.01787275245499556,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,130,
61,0.20201428731282553,0.0007467047190819767,0.01599740982055664,6.582771078046932e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7669902912621359,0.6893203883495146,0.6990291262135923,0.7184466019417476,0.03455365130107219,391,0.8252427184466019,0.8009708737864077,0.8349514563106796,0.8203883495145631,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,140,
62,0.21859327952067056,0.002318671836659186,0.017204761505126953,8.15749322278108e-06,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7669902912621359,0.6796116504854369,0.6990291262135923,0.715210355987055,0.03746225534883566,399,0.8252427184466019,0.8009708737864077,0.8349514563106796,0.8203883495145631,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,150,
63,0.23328542709350586,0.0014613610554214977,0.018170913060506184,0.00020239966544334352,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7669902912621359,0.6796116504854369,0.6990291262135923,0.715210355987055,0.03746225534883566,399,0.8252427184466019,0.8009708737864077,0.8349514563106796,0.8203883495145631,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,160,
64,0.2451465924580892,0.002623666969486206,0.019452333450317383,0.0006442189421395242,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7572815533980582,0.6893203883495146,0.6990291262135923,0.715210355987055,0.03001171034141003,399,0.8203883495145631,0.8009708737864077,0.8349514563106796,0.8187702265372168,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,170,
65,0.26006436347961426,0.003403173736326987,0.020380814870198567,0.00032708007168121776,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7572815533980582,0.6893203883495146,0.6990291262135923,0.715210355987055,0.03001171034141003,399,0.8203883495145631,0.7961165048543689,0.8349514563106796,0.8171521035598706,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,180,
66,0.27584465344746906,0.0031696839493052047,0.021623849868774414,0.0005083156794516783,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7572815533980582,0.6893203883495146,0.6990291262135923,0.715210355987055,0.03001171034141003,399,0.8203883495145631,0.7961165048543689,0.8349514563106796,0.8171521035598706,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,190,
67,0.2865792115529378,0.00036068837705881837,0.022276798884073894,0.0002437359662949882,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7572815533980582,0.6796116504854369,0.7087378640776699,0.715210355987055,0.032037200442108935,399,0.8252427184466019,0.7961165048543689,0.8398058252427184,0.8203883495145631,0.018163385372689026,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,200,
68,0.30502859751383465,0.003520695635423845,0.02350791295369466,0.0002945651226067653,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7572815533980582,0.6796116504854369,0.6990291262135923,0.7119741100323624,0.0330033625475261,410,0.8252427184466019,0.7961165048543689,0.8398058252427184,0.8203883495145631,0.018163385372689026,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,210,
69,0.3173699378967285,0.002057443218424539,0.025412956873575848,0.0015078101818714537,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7572815533980582,0.6796116504854369,0.7087378640776699,0.715210355987055,0.032037200442108935,399,0.8252427184466019,0.7912621359223301,0.8349514563106796,0.8171521035598706,0.01873112767441783,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,220,
70,0.33501124382019043,0.004645380793084575,0.025328636169433594,0.0002687173769639043,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7572815533980582,0.6796116504854369,0.7087378640776699,0.715210355987055,0.032037200442108935,399,0.8252427184466019,0.7961165048543689,0.8349514563106796,0.8187702265372168,0.01650168127376305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,230,
71,0.34853267669677734,0.0032199243745663665,0.026549339294433594,0.0006216707035810246,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7572815533980582,0.6796116504854369,0.6990291262135923,0.7119741100323624,0.0330033625475261,410,0.8252427184466019,0.7961165048543689,0.8349514563106796,0.8187702265372168,0.01650168127376305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,240,
72,0.015269994735717773,0.0003136603390141883,0.0023628870646158853,1.2741955742244817e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7184466019417476,0.6990291262135923,0.6310679611650486,0.6828478964401294,0.03746225534883566,460,0.7669902912621359,0.7475728155339806,0.7718446601941747,0.7621359223300971,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,10,
73,0.030208826065063477,0.0011027949253545892,0.003576358159383138,0.00017881545313437372,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.6990291262135923,0.6893203883495146,0.6504854368932039,0.6796116504854369,0.020973270868633844,468,0.7572815533980582,0.7475728155339806,0.7718446601941747,0.7588996763754046,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,20,
74,0.04578272501627604,0.0012061071820156158,0.004642168680826823,0.00010571318365017402,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7378640776699029,0.7281553398058253,0.6504854368932039,0.7055016181229773,0.0391037086524096,422,0.8252427184466019,0.7718446601941747,0.7961165048543689,0.7977346278317152,0.021829672432414297,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,30,
75,0.0582741896311442,0.0005629825968899752,0.005622466405232747,0.00014023314318405817,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7281553398058253,0.7281553398058253,0.6601941747572816,0.7055016181229773,0.032037200442108935,422,0.8398058252427184,0.7766990291262136,0.7718446601941747,0.7961165048543689,0.030956515323153695,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,40,
76,0.07214721043904622,0.00025201526752089386,0.0067288875579833984,7.145029981393879e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7087378640776699,0.7281553398058253,0.6699029126213593,0.7022653721682848,0.02421784716358537,434,0.8106796116504854,0.7621359223300971,0.7718446601941747,0.7815533980582524,0.02097327086863384,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,50,
77,0.08648935953776042,0.0003248302041096723,0.007789055506388347,0.00019773323430530732,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.6893203883495146,0.6893203883495146,0.6699029126213593,0.6828478964401294,0.009153485840602554,460,0.8155339805825242,0.7572815533980582,0.7864077669902912,0.7864077669902912,0.023781453813428905,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,60,
78,0.10425194104512532,0.002304981783280034,0.009250402450561523,0.0005484482795217862,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7087378640776699,0.6893203883495146,0.6699029126213593,0.6893203883495146,0.015854302542285936,448,0.8155339805825242,0.7427184466019418,0.7912621359223301,0.7831715210355986,0.030272308954481714,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,70,
79,0.11516722043355306,0.0011077592631956116,0.009696165720621744,0.00010309489412600494,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.6990291262135923,0.6796116504854369,0.6699029126213593,0.6828478964401294,0.012108923581792686,460,0.7912621359223301,0.7475728155339806,0.7912621359223301,0.7766990291262136,0.020595343141355745,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,80,
80,0.13010605176289877,0.0015880333602783197,0.011967023213704428,0.0008319116612913821,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7281553398058253,0.6893203883495146,0.6699029126213593,0.6957928802588996,0.02421784716358537,441,0.8058252427184466,0.7621359223300971,0.7961165048543689,0.7880258899676376,0.01873112767441783,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,90,
81,0.14333271980285645,0.0006452872142108818,0.011671861012776693,0.00013807356746263548,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7475728155339806,0.6893203883495146,0.6601941747572816,0.6990291262135923,0.03632677074537805,438,0.8203883495145631,0.7621359223300971,0.7864077669902912,0.7896440129449838,0.02389129945021585,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,100,
82,0.15964452425638834,0.0009357683586195614,0.012703657150268555,5.7379514776883346e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7572815533980582,0.6893203883495146,0.6601941747572816,0.7022653721682848,0.04067898087371045,434,0.8155339805825242,0.7621359223300971,0.7766990291262136,0.784789644012945,0.022537845108712158,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,110,
83,0.17215832074483237,0.001362107166085255,0.01371916135152181,0.00016401353782876993,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7475728155339806,0.6893203883495146,0.6601941747572816,0.6990291262135923,0.03632677074537805,438,0.8203883495145631,0.7669902912621359,0.7815533980582524,0.7896440129449838,0.022537845108712158,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,120,
84,0.18722923596700033,0.0007727034536037733,0.014925559361775717,0.00013756763492038052,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7572815533980582,0.6893203883495146,0.6601941747572816,0.7022653721682848,0.04067898087371045,434,0.8252427184466019,0.7669902912621359,0.7815533980582524,0.7912621359223301,0.024752521910644577,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,130,
85,0.20421425501505533,0.0021159769231009337,0.0160062313079834,5.3965173312882914e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7475728155339806,0.6893203883495146,0.6699029126213593,0.7022653721682848,0.0330033625475261,434,0.8106796116504854,0.7718446601941747,0.7864077669902912,0.7896440129449838,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,140,
86,0.21553651491800943,0.001098714116251905,0.017813444137573242,0.0011198419055825663,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7378640776699029,0.6699029126213593,0.6601941747572816,0.6893203883495146,0.03455365130107219,448,0.8252427184466019,0.7621359223300971,0.7815533980582524,0.7896440129449838,0.02639078710404544,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,150,
87,0.22908616065979004,0.000494299504314593,0.017768383026123047,0.0002819294069242874,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7378640776699029,0.6699029126213593,0.6601941747572816,0.6893203883495146,0.03455365130107219,448,0.8106796116504854,0.7766990291262136,0.7864077669902912,0.7912621359223301,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,160,
88,0.24557836850484213,0.0022806412800394048,0.019363800684611004,0.00010545799939490306,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7572815533980582,0.6699029126213593,0.6601941747572816,0.6957928802588996,0.04365934486482859,441,0.8009708737864077,0.7669902912621359,0.7912621359223301,0.7864077669902912,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,170,
89,0.2589879035949707,0.00197723074348124,0.020460128784179688,0.00025921381359802315,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7475728155339806,0.6699029126213593,0.6601941747572816,0.6925566343042071,0.0391037086524096,443,0.8009708737864077,0.7669902912621359,0.7912621359223301,0.7864077669902912,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,180,
90,0.27324557304382324,0.0013092407293084794,0.02220463752746582,0.0018337223183600938,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7281553398058253,0.6601941747572816,0.6601941747572816,0.6828478964401294,0.032037200442108935,460,0.8155339805825242,0.7621359223300971,0.7961165048543689,0.7912621359223301,0.022068255173116263,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,190,
91,0.2890628973642985,0.002257556089840339,0.02297798792521159,0.0007736999511444359,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7378640776699029,0.6699029126213593,0.6601941747572816,0.6893203883495146,0.03455365130107219,448,0.8203883495145631,0.7669902912621359,0.7912621359223301,0.7928802588996763,0.021829672432414297,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,200,
92,0.30218879381815594,0.0017669522478234217,0.023236592610677082,6.512111065209636e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7475728155339806,0.6699029126213593,0.6601941747572816,0.6925566343042071,0.0391037086524096,443,0.8252427184466019,0.7815533980582524,0.7912621359223301,0.7993527508090614,0.01873112767441783,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,210,
93,0.31800683339436847,0.0037054348272968656,0.024153868357340496,7.831371891837537e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7475728155339806,0.6699029126213593,0.6601941747572816,0.6925566343042071,0.0391037086524096,443,0.8155339805825242,0.7766990291262136,0.7912621359223301,0.7944983818770227,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,220,
94,0.33392945925394696,0.0001860598319033534,0.026470740636189777,0.0008977258382707129,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7475728155339806,0.6699029126213593,0.6601941747572816,0.6925566343042071,0.0391037086524096,443,0.8106796116504854,0.7766990291262136,0.7912621359223301,0.7928802588996763,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,230,
95,0.34598708152770996,0.0012612342984704905,0.02732570966084798,0.0008230200218415648,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7475728155339806,0.6699029126213593,0.6601941747572816,0.6925566343042071,0.0391037086524096,443,0.8106796116504854,0.7766990291262136,0.7912621359223301,0.7928802588996763,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,240,
96,0.01651740074157715,9.343027593226322e-05,0.002637783686319987,1.6484058178298215e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6893203883495146,0.6796116504854369,0.6019417475728155,0.656957928802589,0.03910370865240965,479,0.7378640776699029,0.7524271844660194,0.7427184466019418,0.744336569579288,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,10,
97,0.029448429743448894,0.00034098059907191643,0.0035701592763264975,8.592387133234716e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.6796116504854369,0.6699029126213593,0.6019417475728155,0.6504854368932039,0.03455365130107224,480,0.7475728155339806,0.7718446601941747,0.7378640776699029,0.7524271844660194,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,20,
98,0.0434103806813558,0.00020207549517957835,0.004524707794189453,5.2847599293456966e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7087378640776699,0.6699029126213593,0.6310679611650486,0.6699029126213593,0.03170860508457187,478,0.7669902912621359,0.7766990291262136,0.7766990291262136,0.773462783171521,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,30,
99,0.05698307355244955,0.0003015658163357735,0.005762736002604167,0.00033218278810736977,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6990291262135923,0.6990291262135923,0.6504854368932039,0.6828478964401294,0.022883714601506382,460,0.7718446601941747,0.7718446601941747,0.7815533980582524,0.7750809061488674,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,40,
100,0.07130249341328938,0.0004986225892690565,0.006559133529663086,5.2874124355985886e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.6990291262135923,0.6990291262135923,0.6601941747572816,0.686084142394822,0.018306971681205108,456,0.7621359223300971,0.7718446601941747,0.7572815533980582,0.7637540453074433,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,50,
101,0.08477020263671875,0.00013632262036718828,0.007661898930867513,0.0001811303812421475,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.6990291262135923,0.7087378640776699,0.6504854368932039,0.686084142394822,0.02548222612948805,456,0.7669902912621359,0.7766990291262136,0.7669902912621359,0.7702265372168284,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,60,
102,0.10020248095194499,0.0009936468034661438,0.008654435475667318,0.00011470574184901032,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.6990291262135923,0.6893203883495146,0.6601941747572816,0.6828478964401294,0.01650168127376305,460,0.7718446601941747,0.7621359223300971,0.7669902912621359,0.7669902912621359,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,70,
103,0.11400492986043294,0.000337456005710421,0.010078748067220053,0.00028094587755733236,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.6893203883495146,0.6990291262135923,0.6504854368932039,0.6796116504854369,0.020973270868633844,468,0.7621359223300971,0.7718446601941747,0.7815533980582524,0.7718446601941747,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,80,
104,0.13254857063293457,0.001861803626382016,0.011086861292521158,0.00032715571974369025,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.6893203883495146,0.6893203883495146,0.6601941747572816,0.6796116504854369,0.013730228760903828,468,0.7621359223300971,0.7766990291262136,0.7815533980582524,0.773462783171521,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,90,
105,0.1446990172068278,0.0009475083164911918,0.011820236841837565,6.730173564162728e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.6893203883495146,0.6893203883495146,0.6601941747572816,0.6796116504854369,0.013730228760903828,468,0.7621359223300971,0.7766990291262136,0.7766990291262136,0.7718446601941747,0.006865114380451915,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,100,
106,0.15928220748901367,0.0006874618545249512,0.012983322143554688,0.00016332954625588125,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.6990291262135923,0.6796116504854369,0.6699029126213593,0.6828478964401294,0.012108923581792686,460,0.7524271844660194,0.7766990291262136,0.7815533980582524,0.7702265372168284,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,110,
107,0.1720422903696696,0.0005000574300294258,0.014038324356079102,3.252353353764762e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.6990291262135923,0.6990291262135923,0.6699029126213593,0.6893203883495146,0.013730228760903828,448,0.7524271844660194,0.7815533980582524,0.7864077669902912,0.773462783171521,0.015005855170705016,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,120,
108,0.187269926071167,0.003113361626198698,0.014852285385131836,0.00012698574312908749,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.6990291262135923,0.6796116504854369,0.6699029126213593,0.6828478964401294,0.012108923581792686,460,0.7475728155339806,0.7766990291262136,0.7864077669902912,0.7702265372168284,0.01650168127376305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,130,
109,0.20416943232218424,0.0014166429428621164,0.01610414187113444,0.00016694934590319132,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.6990291262135923,0.6699029126213593,0.6699029126213593,0.6796116504854369,0.01373022876090383,468,0.7524271844660194,0.7766990291262136,0.7864077669902912,0.7718446601941747,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,140,
110,0.214520533879598,0.00044326856490080465,0.01688663164774577,5.505708566256373e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.6990291262135923,0.6699029126213593,0.6699029126213593,0.6796116504854369,0.01373022876090383,468,0.7524271844660194,0.7766990291262136,0.7864077669902912,0.7718446601941747,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,150,
111,0.2288050651550293,0.000920382266677143,0.018574237823486328,0.0004641986264634976,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.6990291262135923,0.6699029126213593,0.6699029126213593,0.6796116504854369,0.01373022876090383,468,0.7475728155339806,0.7718446601941747,0.7864077669902912,0.7686084142394822,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,160,
112,0.24495991071065268,0.0028726885138212793,0.019475142161051433,0.0001226417899254414,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.6990291262135923,0.6699029126213593,0.6699029126213593,0.6796116504854369,0.01373022876090383,468,0.7475728155339806,0.7766990291262136,0.7864077669902912,0.7702265372168284,0.01650168127376305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,170,
113,0.25609978040059406,0.0019292725777620959,0.020031452178955078,0.00011331297078398345,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.6990291262135923,0.6699029126213593,0.6699029126213593,0.6796116504854369,0.01373022876090383,468,0.7475728155339806,0.7718446601941747,0.7912621359223301,0.7702265372168284,0.01787275245499556,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,180,
114,0.27141253153483075,0.0008810153186564066,0.021203041076660156,9.741745408940943e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.6990291262135923,0.6699029126213593,0.6699029126213593,0.6796116504854369,0.01373022876090383,468,0.7572815533980582,0.7669902912621359,0.7912621359223301,0.7718446601941747,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,190,
115,0.2854836781819661,0.0016607536723741438,0.02253834406534831,0.0002884250195329988,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7281553398058253,0.6699029126213593,0.6699029126213593,0.6893203883495146,0.02746045752180766,448,0.7621359223300971,0.7669902912621359,0.7912621359223301,0.773462783171521,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,200,
116,0.3005346457163493,0.00367278943247315,0.02344536781311035,0.0004277047235277343,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7281553398058253,0.6699029126213593,0.6699029126213593,0.6893203883495146,0.02746045752180766,448,0.7572815533980582,0.7718446601941747,0.7912621359223301,0.773462783171521,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,210,
117,0.31300926208496094,0.0008696827640401146,0.02475905418395996,0.00048393830995716204,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7281553398058253,0.6699029126213593,0.6699029126213593,0.6893203883495146,0.02746045752180766,448,0.7524271844660194,0.7718446601941747,0.7961165048543689,0.773462783171521,0.01787275245499556,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,220,
118,0.33250101407368976,0.0015619539275512858,0.026153167088826496,0.0011379462498611074,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7184466019417476,0.6699029126213593,0.6699029126213593,0.686084142394822,0.022883714601506382,456,0.7572815533980582,0.7718446601941747,0.7961165048543689,0.7750809061488674,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,230,
119,0.3457607428232829,0.004987122341704236,0.02622675895690918,0.00010630813261384559,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7184466019417476,0.6699029126213593,0.6699029126213593,0.686084142394822,0.022883714601506382,456,0.7572815533980582,0.7718446601941747,0.7961165048543689,0.7750809061488674,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,240,
120,0.016556262969970703,6.96837865531017e-05,0.002491474151611328,1.2692290929990925e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8349514563106796,0.7961165048543689,0.7669902912621359,0.7993527508090614,0.027839240346416255,144,0.941747572815534,0.9466019417475728,0.9757281553398058,0.9546925566343042,0.015005855170705016,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,10,
121,0.03275052706400553,0.0007385557591555123,0.003580967585245768,2.972901122336061e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8349514563106796,0.8252427184466019,0.8058252427184466,0.8220064724919093,0.012108923581792686,140,0.9660194174757282,0.970873786407767,0.9805825242718447,0.9724919093851133,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,20,
122,0.04747192064921061,0.00015904268644825813,0.004680474599202474,9.213705106101112e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8349514563106796,0.8155339805825242,0.8155339805825242,0.8220064724919093,0.009153485840602554,140,0.9611650485436893,0.9611650485436893,0.970873786407767,0.9644012944983819,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,30,
123,0.06321978569030762,0.00014870682381180425,0.0057171980539957685,0.00015309546575628964,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8155339805825242,0.8381877022653721,0.019949559880158493,83,0.9757281553398058,0.9660194174757282,0.9757281553398058,0.9724919093851133,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,40,
124,0.07917197545369466,0.0009711847559245627,0.0068598588307698565,0.0001367917925964846,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8155339805825242,0.8349514563106796,0.020973270868633844,93,0.9805825242718447,0.9660194174757282,0.9902912621359223,0.9789644012944985,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,50,
125,0.09459590911865234,0.0009297054358880112,0.007957220077514648,0.00010372295176519294,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8640776699029126,0.8058252427184466,0.8058252427184466,0.8252427184466019,0.02746045752180766,129,0.9854368932038835,0.9563106796116505,0.9902912621359223,0.9773462783171522,0.015005855170705016,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,60,
126,0.1092672348022461,0.00044848847874595345,0.008855978647867838,2.664486888370397e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8640776699029126,0.8155339805825242,0.8155339805825242,0.831715210355987,0.022883714601506382,106,0.9757281553398058,0.9611650485436893,0.9902912621359223,0.9757281553398057,0.01189072690671445,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,70,
127,0.12531669934590658,0.0009547608927500338,0.010326226552327475,0.0003258342858919315,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8543689320388349,0.8349514563106796,0.8155339805825242,0.8349514563106796,0.015854302542285936,93,0.9757281553398058,0.970873786407767,0.9805825242718447,0.9757281553398057,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,80,
128,0.13993525505065918,0.0004986663890205606,0.01108082135518392,2.935185663846947e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8543689320388349,0.8349514563106796,0.8058252427184466,0.831715210355987,0.019949559880158493,106,0.970873786407767,0.9660194174757282,0.9805825242718447,0.9724919093851133,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,90,
129,0.15625492731730142,0.0008884131539425386,0.012446006139119467,0.0002519557138436618,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8543689320388349,0.8252427184466019,0.8058252427184466,0.8284789644012944,0.019949559880158493,116,0.9757281553398058,0.9611650485436893,0.9805825242718447,0.9724919093851133,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,100,
130,0.17221466700236002,0.0017079361973990838,0.014098564783732096,0.0010835143919106685,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8058252427184466,0.8252427184466019,0.020973270868633844,129,0.9757281553398058,0.9563106796116505,0.9805825242718447,0.970873786407767,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,110,
131,0.18872785568237305,0.00334323518959009,0.014297405878702799,4.8338186891428376e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8058252427184466,0.8252427184466019,0.020973270868633844,129,0.9757281553398058,0.9563106796116505,0.9805825242718447,0.970873786407767,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,120,
132,0.2053650220235189,0.0018000225494058722,0.0156401793162028,0.00041612734580306063,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8058252427184466,0.8252427184466019,0.020973270868633844,129,0.9757281553398058,0.9514563106796117,0.9805825242718447,0.9692556634304207,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,130,
133,0.2201725641886393,0.0009486625096615438,0.017322063446044922,0.0010151316217564329,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8058252427184466,0.8252427184466019,0.020973270868633844,129,0.9757281553398058,0.9514563106796117,0.9805825242718447,0.9692556634304207,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,140,
134,0.2330455780029297,0.001940769771903298,0.01999505360921224,0.0019119218433117388,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8058252427184466,0.8252427184466019,0.020973270868633844,129,0.970873786407767,0.9514563106796117,0.9805825242718447,0.9676375404530745,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,150,
135,0.24825143814086914,0.0015083175251780004,0.01856263478597005,5.153825674582615e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8640776699029126,0.8155339805825242,0.8058252427184466,0.8284789644012944,0.02548222612948805,116,0.9757281553398058,0.9514563106796117,0.9805825242718447,0.9692556634304207,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,160,
136,0.26468539237976074,0.0014991799055013683,0.01977849006652832,0.00010201269509299389,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8640776699029126,0.8155339805825242,0.8058252427184466,0.8284789644012944,0.02548222612948805,116,0.9757281553398058,0.9563106796116505,0.9805825242718447,0.970873786407767,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,170,
137,0.28174257278442383,0.003432638351782214,0.021393855412801106,0.0006031796653739841,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8640776699029126,0.8058252427184466,0.8155339805825242,0.8284789644012944,0.02548222612948805,116,0.9757281553398058,0.9563106796116505,0.9854368932038835,0.9724919093851133,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,180,
138,0.2971525986989339,0.004539556601866394,0.02228657404581706,0.00032784455176854246,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8640776699029126,0.8155339805825242,0.8058252427184466,0.8284789644012944,0.02548222612948805,116,0.9757281553398058,0.9611650485436893,0.9854368932038835,0.9741100323624595,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,190,
139,0.31029605865478516,0.0030148135636688875,0.023099740346272785,0.00041872404318118745,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8640776699029126,0.8155339805825242,0.8058252427184466,0.8284789644012944,0.02548222612948805,116,0.9757281553398058,0.9611650485436893,0.9854368932038835,0.9741100323624595,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,200,
140,0.3259882132212321,0.003941194162813249,0.02444593111673991,0.0009580512206830776,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8058252427184466,0.831715210355987,0.02421784716358537,106,0.9757281553398058,0.9563106796116505,0.9854368932038835,0.9724919093851133,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,210,
141,0.3404025236765544,0.0011669868378340505,0.025202512741088867,7.738951025825434e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8058252427184466,0.831715210355987,0.02421784716358537,106,0.9757281553398058,0.9563106796116505,0.9854368932038835,0.9724919093851133,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,220,
142,0.3583649794260661,0.0020163531615062067,0.026882489522298176,0.0007274015613897698,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8058252427184466,0.831715210355987,0.02421784716358537,106,0.9805825242718447,0.9563106796116505,0.9854368932038835,0.9741100323624595,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,230,
143,0.37104066212972003,0.001049274168373227,0.02730719248453776,8.448820976894251e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8058252427184466,0.831715210355987,0.02421784716358537,106,0.9854368932038835,0.9563106796116505,0.9854368932038835,0.9757281553398057,0.013730228760903828,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,240,
144,0.016272783279418945,0.00018943772714138368,0.002474228541056315,6.863925093927614e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8349514563106796,0.8252427184466019,0.7766990291262136,0.8122977346278316,0.02548222612948805,143,0.9077669902912622,0.9368932038834952,0.941747572815534,0.9288025889967638,0.015005855170705016,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,10,
145,0.0313720703125,0.0003149888121511596,0.0035348733266194663,6.913216116423166e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8155339805825242,0.8478964401294499,0.027839240346416303,37,0.9271844660194175,0.9466019417475728,0.9660194174757282,0.946601941747573,0.015854302542285936,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,20,
146,0.04832792282104492,0.0010098629947690233,0.0047597090403238935,9.161590454307153e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8640776699029126,0.8155339805825242,0.8349514563106796,0.8381877022653721,0.01994955988015849,83,0.9368932038834952,0.9368932038834952,0.9660194174757282,0.946601941747573,0.013730228760903828,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,30,
147,0.06270726521809895,0.0009503550051018719,0.0058252811431884766,2.2620885406742898e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8737864077669902,0.8252427184466019,0.8543689320388349,0.8511326860841423,0.019949559880158493,30,0.941747572815534,0.9368932038834952,0.9611650485436893,0.946601941747573,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,40,
148,0.07725834846496582,0.0006081166115401062,0.0068102677663167315,0.00010911765448419036,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8446601941747572,0.8058252427184466,0.8349514563106796,0.8284789644012944,0.01650168127376305,116,0.9368932038834952,0.9320388349514563,0.9611650485436893,0.9433656957928802,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,50,
149,0.0924540360768636,0.0005045085986713092,0.007864952087402344,5.310939972816363e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8349514563106796,0.8349514563106796,0.015854302542285936,93,0.9368932038834952,0.9368932038834952,0.9611650485436893,0.9449838187702265,0.011441857300753191,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,60,
150,0.1095573902130127,0.00014174554327849625,0.008856614430745443,5.7941873813463495e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8543689320388349,0.8058252427184466,0.8349514563106796,0.831715210355987,0.019949559880158493,106,0.9466019417475728,0.9466019417475728,0.9660194174757282,0.953074433656958,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,70,
151,0.12293004989624023,0.0011018357737005147,0.010303258895874023,0.0002791665394876479,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8640776699029126,0.8155339805825242,0.8155339805825242,0.831715210355987,0.022883714601506382,106,0.941747572815534,0.9466019417475728,0.970873786407767,0.953074433656958,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,80,
152,0.13921348253885904,0.0028045533564059737,0.011642058690388998,0.0005727133983299244,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8543689320388349,0.8058252427184466,0.8349514563106796,0.831715210355987,0.019949559880158493,106,0.941747572815534,0.9466019417475728,0.9660194174757282,0.9514563106796117,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,90,
153,0.15380986531575522,0.0011865123037184688,0.012052377065022787,4.29865164509225e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8543689320388349,0.8058252427184466,0.8155339805825242,0.8252427184466019,0.02097327086863384,129,0.941747572815534,0.941747572815534,0.9611650485436893,0.9482200647249192,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,100,
154,0.1704267660776774,0.001973304535358994,0.013825654983520508,0.0007892077051497936,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8155339805825242,0.8284789644012944,0.018306971681205108,116,0.941747572815534,0.941747572815534,0.9611650485436893,0.9482200647249192,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,110,
155,0.18464875221252441,0.0006257443568005981,0.01446859041849772,0.00011690038949714898,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8155339805825242,0.8349514563106796,0.020973270868633844,93,0.941747572815534,0.9466019417475728,0.9611650485436893,0.9498381877022654,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,120,
156,0.2036573886871338,0.003893444663547267,0.015562136967976889,0.00016249403444832124,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8155339805825242,0.8349514563106796,0.020973270868633844,93,0.9368932038834952,0.941747572815534,0.9660194174757282,0.9482200647249192,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,130,
157,0.21569561958312988,0.0026735934664365445,0.016471385955810547,9.329267514362399e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8543689320388349,0.8058252427184466,0.8155339805825242,0.8252427184466019,0.02097327086863384,129,0.9368932038834952,0.941747572815534,0.9660194174757282,0.9482200647249192,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,140,
158,0.23187875747680664,0.004085296784931356,0.01758893330891927,0.0002274171946679466,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8155339805825242,0.8284789644012944,0.018306971681205108,116,0.9368932038834952,0.941747572815534,0.9660194174757282,0.9482200647249192,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,150,
159,0.24664950370788574,0.0015696323807264762,0.0197754700978597,0.0015344294537739268,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8543689320388349,0.8058252427184466,0.8155339805825242,0.8252427184466019,0.02097327086863384,129,0.9368932038834952,0.941747572815534,0.9660194174757282,0.9482200647249192,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,160,
160,0.26344863573710126,0.002576534892097772,0.019868930180867512,0.00017387590166094137,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8543689320388349,0.8058252427184466,0.8155339805825242,0.8252427184466019,0.02097327086863384,129,0.9320388349514563,0.9466019417475728,0.9660194174757282,0.9482200647249192,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,170,
161,0.2768074671427409,0.001617869166386214,0.020938873291015625,0.00032698485923305504,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8155339805825242,0.8284789644012944,0.018306971681205108,116,0.9320388349514563,0.941747572815534,0.9660194174757282,0.946601941747573,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,180,
162,0.2939889430999756,0.004631708422843872,0.0217896302541097,0.00012415487103782533,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8446601941747572,0.8058252427184466,0.8155339805825242,0.8220064724919093,0.01650168127376305,140,0.9320388349514563,0.941747572815534,0.9611650485436893,0.9449838187702265,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,190,
163,0.30960774421691895,0.0033535339560048917,0.023005882898966473,0.00013051210044589734,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8446601941747572,0.8252427184466019,0.8155339805825242,0.8284789644012944,0.012108923581792686,116,0.9320388349514563,0.9368932038834952,0.9611650485436893,0.9433656957928802,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,200,
164,0.3207716941833496,0.0014851814705578465,0.02382071812947591,0.0002070676302046709,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8446601941747572,0.8155339805825242,0.8155339805825242,0.8252427184466019,0.01373022876090383,129,0.9368932038834952,0.9320388349514563,0.9611650485436893,0.9433656957928802,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,210,
165,0.34107104937235516,0.007449198938900415,0.026708602905273438,0.0013310276306037312,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8155339805825242,0.8284789644012944,0.018306971681205108,116,0.9320388349514563,0.9320388349514563,0.9611650485436893,0.941747572815534,0.013730228760903828,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,220,
166,0.35386864344278973,0.0014421953491658823,0.026237646738688152,0.00020624941947062329,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8640776699029126,0.8155339805825242,0.8155339805825242,0.831715210355987,0.022883714601506382,106,0.9320388349514563,0.9320388349514563,0.9563106796116505,0.9401294498381878,0.011441857300753191,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,230,
167,0.3687492211659749,0.0037900282465866313,0.028732776641845703,0.0018902675496130503,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8543689320388349,0.8155339805825242,0.8155339805825242,0.8284789644012944,0.018306971681205108,116,0.9320388349514563,0.9368932038834952,0.9563106796116505,0.941747572815534,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,240,
168,0.016072591145833332,7.362910620027426e-05,0.002464930216471354,2.209402673653907e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7864077669902912,0.7669902912621359,0.7475728155339806,0.7669902912621359,0.015854302542285936,214,0.8592233009708737,0.8495145631067961,0.8980582524271845,0.8689320388349514,0.020973270868633893,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,10,
169,0.0315392812093099,0.000455002784259823,0.0036243597666422525,6.4802015805118e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8252427184466019,0.7572815533980582,0.7766990291262136,0.7864077669902912,0.02858175037646551,181,0.8980582524271845,0.8786407766990292,0.912621359223301,0.8964401294498382,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,20,
170,0.04720354080200195,0.0007480280997049285,0.004665772120157878,2.8427076430686725e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8252427184466019,0.7281553398058253,0.7669902912621359,0.773462783171521,0.03989911976031698,213,0.8980582524271845,0.8737864077669902,0.9077669902912622,0.8932038834951456,0.014290875188232806,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,30,
171,0.06116612752278646,0.00032637569330553446,0.005994637807210286,0.000392119556870509,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8058252427184466,0.7572815533980582,0.7669902912621359,0.7766990291262136,0.02097327086863384,207,0.8883495145631068,0.8689320388349514,0.9077669902912622,0.888349514563107,0.01585430254228598,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,40,
172,0.07557368278503418,0.00033955515666958465,0.006720066070556641,0.00010483389002684769,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7961165048543689,0.7572815533980582,0.7766990291262136,0.7766990291262136,0.015854302542285936,207,0.883495145631068,0.8737864077669902,0.9029126213592233,0.8867313915857605,0.012108923581792726,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,50,
173,0.09156966209411621,0.0014738458949972158,0.007907470067342123,0.00011193954707211236,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8155339805825242,0.7572815533980582,0.7669902912621359,0.7799352750809061,0.02548222612948805,205,0.8932038834951457,0.8786407766990292,0.9029126213592233,0.8915857605177994,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,60,
174,0.10558080673217773,0.0004663416619079542,0.00889285405476888,0.00010307375611379539,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8252427184466019,0.7572815533980582,0.7669902912621359,0.7831715210355986,0.03001171034141003,185,0.8932038834951457,0.8932038834951457,0.9077669902912622,0.8980582524271844,0.006865114380451914,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,70,
175,0.12015191713968913,0.0005914602695418176,0.009965260823567709,5.9463121033763324e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8252427184466019,0.7475728155339806,0.7572815533980582,0.7766990291262136,0.03455365130107219,207,0.8883495145631068,0.8883495145631068,0.9029126213592233,0.8932038834951457,0.006865114380451914,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,80,
176,0.13798054059346518,0.0018114458549500481,0.011551698048909506,0.00035776614235769527,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8252427184466019,0.7475728155339806,0.7766990291262136,0.7831715210355986,0.032037200442108935,185,0.883495145631068,0.8786407766990292,0.9029126213592233,0.888349514563107,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,90,
177,0.1497941811879476,0.00012144789572249913,0.012964089711507162,0.0015876026420728238,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8349514563106796,0.7475728155339806,0.7766990291262136,0.7864077669902912,0.03632677074537805,181,0.8932038834951457,0.8737864077669902,0.9077669902912622,0.8915857605177994,0.013919620173208174,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,100,
178,0.1659836769104004,0.0009385094726454042,0.01321260134379069,0.00010611820232327093,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8252427184466019,0.7475728155339806,0.7766990291262136,0.7831715210355986,0.032037200442108935,185,0.8883495145631068,0.8689320388349514,0.9077669902912622,0.888349514563107,0.01585430254228598,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,110,
179,0.18354010581970215,0.003031495567821969,0.015329599380493164,0.00023172814122312884,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8252427184466019,0.7475728155339806,0.7669902912621359,0.7799352750809061,0.0330033625475261,205,0.8932038834951457,0.8737864077669902,0.9077669902912622,0.8915857605177994,0.013919620173208174,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,120,
180,0.19556077321370444,0.001309806032815439,0.015255133310953775,0.00014541244500442362,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8252427184466019,0.7475728155339806,0.7766990291262136,0.7831715210355986,0.032037200442108935,185,0.8932038834951457,0.8737864077669902,0.9077669902912622,0.8915857605177994,0.013919620173208174,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,130,
181,0.21102460225423178,0.001374258206511551,0.017685572306315105,0.0019352198422381574,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8252427184466019,0.7475728155339806,0.7766990291262136,0.7831715210355986,0.032037200442108935,185,0.8932038834951457,0.8689320388349514,0.9077669902912622,0.8899676375404532,0.016018600221054516,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,140,
182,0.22655908266703287,0.0035188168195500174,0.018308321634928387,0.0006339501848229502,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8252427184466019,0.7475728155339806,0.7766990291262136,0.7831715210355986,0.032037200442108935,185,0.8883495145631068,0.8737864077669902,0.9029126213592233,0.8883495145631067,0.011890726906714496,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,150,
183,0.24284164110819498,0.005433628220536601,0.018862326939900715,0.0006010570155698425,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8252427184466019,0.7378640776699029,0.7669902912621359,0.7766990291262136,0.03632677074537805,207,0.883495145631068,0.8689320388349514,0.9029126213592233,0.8851132686084142,0.01391962017320817,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,160,
184,0.2572849591573079,0.0030955349091018056,0.01948857307434082,0.00023985082854493817,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8252427184466019,0.7475728155339806,0.7766990291262136,0.7831715210355986,0.032037200442108935,185,0.8980582524271845,0.883495145631068,0.9077669902912622,0.8964401294498382,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,170,
185,0.2672735850016276,0.0004898727056151862,0.02041308085123698,0.00016377491885742723,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8155339805825242,0.7475728155339806,0.7669902912621359,0.7766990291262136,0.02858175037646551,207,0.8932038834951457,0.8786407766990292,0.9077669902912622,0.8932038834951457,0.011890726906714453,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,180,
186,0.28445005416870117,0.0015585567856791231,0.021615266799926758,0.00012931448045785544,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8155339805825242,0.7475728155339806,0.7669902912621359,0.7766990291262136,0.02858175037646551,207,0.8980582524271845,0.8883495145631068,0.9077669902912622,0.8980582524271844,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,190,
187,0.29802314440409344,0.0016839120638219454,0.022847334543863933,0.00030900227248808375,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8155339805825242,0.7669902912621359,0.7669902912621359,0.7831715210355986,0.022883714601506382,185,0.8932038834951457,0.8883495145631068,0.9077669902912622,0.8964401294498382,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,200,
188,0.3190287748972575,0.004701778764658074,0.024283965428670246,0.0007966388632316776,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8155339805825242,0.7669902912621359,0.7669902912621359,0.7831715210355986,0.022883714601506382,185,0.8883495145631068,0.883495145631068,0.9029126213592233,0.8915857605177994,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,210,
189,0.33059342702229816,0.0057235671290658974,0.02564263343811035,0.0011917937062243397,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8155339805825242,0.7669902912621359,0.7669902912621359,0.7831715210355986,0.022883714601506382,185,0.8980582524271845,0.883495145631068,0.9029126213592233,0.894822006472492,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,220,
190,0.34576988220214844,0.002565743020601416,0.025772889455159504,0.0001382699408731512,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8155339805825242,0.7572815533980582,0.7766990291262136,0.7831715210355986,0.02421784716358537,185,0.8980582524271845,0.8786407766990292,0.9029126213592233,0.8932038834951457,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,230,
191,0.35746439297993976,0.0031207398823301404,0.026850064595540363,0.0002263184167309785,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8155339805825242,0.7669902912621359,0.7669902912621359,0.7831715210355986,0.022883714601506382,185,0.8980582524271845,0.883495145631068,0.9029126213592233,0.894822006472492,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,240,
192,0.015870968500773113,0.0005706807327284276,0.002417484919230143,0.00011688725987021277,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8495145631067961,0.8009708737864077,0.8495145631067961,0.8333333333333334,0.022883714601506382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,10,
193,0.03051312764485677,0.00036457625002970373,0.003630479176839193,3.582754277051457e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.7378640776699029,0.7508090614886731,0.009153485840602554,235,0.8640776699029126,0.8349514563106796,0.8592233009708737,0.8527508090614887,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,20,
194,0.04656720161437988,0.0008011618031885014,0.004680713017781575,9.7687113292315e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.7184466019417476,0.744336569579288,0.018306971681205108,260,0.8592233009708737,0.8349514563106796,0.8446601941747572,0.8462783171521036,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,30,
195,0.06114872296651205,0.0012629573270026631,0.006763935089111328,0.0013937705025098457,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7378640776699029,0.7475728155339806,0.6990291262135923,0.7281553398058253,0.020973270868633844,341,0.8543689320388349,0.8398058252427184,0.8543689320388349,0.8495145631067961,0.006865114380451915,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,40,
196,0.07460896174112956,0.0005512348003080121,0.00681614875793457,0.00018206907810878255,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6893203883495146,0.7281553398058253,0.02858175037646551,341,0.8737864077669902,0.8398058252427184,0.8495145631067961,0.8543689320388349,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,50,
197,0.09006539980570476,0.0018025661896386921,0.007789929707845052,0.00013476666276230048,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.7184466019417476,0.7411003236245954,0.01650168127376305,281,0.8640776699029126,0.8446601941747572,0.8640776699029126,0.8576051779935274,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,60,
198,0.10569421450297038,0.0008688147131125228,0.009398063023885092,0.00030074947383015567,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7475728155339806,0.7475728155339806,0.7281553398058253,0.7411003236245954,0.009153485840602554,281,0.8592233009708737,0.8398058252427184,0.8689320388349514,0.8559870550161812,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,70,
199,0.11767840385437012,0.0007273829537547787,0.0099794069925944,0.00019724046258985035,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7281553398058253,0.7508090614886731,0.019949559880158493,235,0.8640776699029126,0.8495145631067961,0.8640776699029126,0.8592233009708737,0.006865114380451915,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,80,
200,0.1367624600728353,0.003578777978155555,0.01268148422241211,0.0012605296025013895,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7378640776699029,0.7572815533980582,0.015854302542285936,221,0.8640776699029126,0.8446601941747572,0.8737864077669902,0.8608414239482199,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,90,
201,0.14727234840393066,0.0014347031824720011,0.011868476867675781,0.00015570844640481086,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7281553398058253,0.7508090614886731,0.019949559880158493,235,0.8689320388349514,0.8446601941747572,0.8640776699029126,0.8592233009708737,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,100,
202,0.16285339991251627,0.0008954931653733738,0.013106505076090494,4.6057110648692645e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7281553398058253,0.7508090614886731,0.019949559880158493,235,0.8640776699029126,0.8495145631067961,0.8640776699029126,0.8592233009708737,0.006865114380451915,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,110,
203,0.17575724919637045,0.000383398689095148,0.014041503270467123,0.0001468991696612397,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7281553398058253,0.7540453074433656,0.019949559880158493,224,0.8786407766990292,0.8495145631067961,0.8543689320388349,0.8608414239482202,0.012741113064744077,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,120,
204,0.19248318672180176,0.0021644801607728858,0.015504757563273111,0.0006200944830696015,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7669902912621359,0.7766990291262136,0.7281553398058253,0.7572815533980582,0.020973270868633844,221,0.8786407766990292,0.8495145631067961,0.8640776699029126,0.8640776699029127,0.011890726906714496,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,130,
205,0.2069693406422933,0.0031135011945078216,0.01689569155375163,0.0006290053985995104,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7378640776699029,0.7572815533980582,0.013730228760903828,221,0.8689320388349514,0.8495145631067961,0.8640776699029126,0.8608414239482199,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,140,
206,0.22380503018697104,0.003984475662314074,0.018271923065185547,0.0006317736357730505,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8737864077669902,0.8495145631067961,0.8543689320388349,0.8592233009708737,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,150,
207,0.2363428274790446,0.0008011545976640758,0.019139766693115234,0.0007051248186279567,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,160,
208,0.25156251589457196,0.002285941573867453,0.01927359898885091,0.0002468145806431329,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7669902912621359,0.7475728155339806,0.7087378640776699,0.7411003236245954,0.02421784716358537,281,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,170,
209,0.26718910535176593,0.0013486644416307034,0.02066834767659505,0.00014071643268336764,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,180,
210,0.2792980670928955,0.001578664900407481,0.0220486323038737,0.0008543484486845529,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8737864077669902,0.8495145631067961,0.8543689320388349,0.8592233009708737,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,190,
211,0.32372268040974933,0.043222268870323564,0.02385711669921875,0.00023981290636589572,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8640776699029126,0.8446601941747572,0.8592233009708737,0.8559870550161812,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,200,
212,0.3109315236409505,0.0001668371758100707,0.02513440450032552,0.001683836109394323,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8640776699029126,0.8495145631067961,0.8543689320388349,0.8559870550161812,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,210,
213,0.3264625072479248,0.0019616588178512306,0.024850845336914062,0.0003105171116320662,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.7184466019417476,0.744336569579288,0.018306971681205108,260,0.8689320388349514,0.8495145631067961,0.8543689320388349,0.8576051779935274,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,220,
214,0.34149948755900067,0.0020074937078473766,0.026660442352294922,0.00041430431263325695,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7087378640776699,0.744336569579288,0.027839240346416255,260,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,230,
215,0.35546429951985675,0.002469467544354365,0.027142763137817383,0.00034384048243424597,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7087378640776699,0.7475728155339806,0.02858175037646551,245,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,240,
216,0.015601158142089844,0.0001564114314191983,0.0024830500284830728,3.900279876895026e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6990291262135923,0.7378640776699029,0.6796116504854369,0.7055016181229773,0.02421784716358537,422,0.7427184466019418,0.7766990291262136,0.8106796116504854,0.7766990291262136,0.027745029449000386,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,10,
217,0.031113942464192707,0.001047287260116891,0.0039662520090738935,0.00015747594777151607,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7087378640776699,0.7281553398058253,0.6796116504854369,0.7055016181229773,0.019949559880158493,422,0.8009708737864077,0.8106796116504854,0.8106796116504854,0.8074433656957929,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,20,
218,0.04458880424499512,0.00042068231445206597,0.004582643508911133,2.843285253080337e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7378640776699029,0.7281553398058253,0.7087378640776699,0.7249190938511326,0.012108923581792686,368,0.8300970873786407,0.7961165048543689,0.8106796116504854,0.8122977346278316,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,30,
219,0.06030480066935221,0.0018731431731720365,0.005645593007405599,5.092505260430484e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7281553398058253,0.7184466019417476,0.6699029126213593,0.7055016181229773,0.02548222612948805,422,0.8300970873786407,0.8058252427184466,0.8058252427184466,0.813915857605178,0.011441857300753191,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,40,
220,0.07350047429402669,0.0005134504246630773,0.006962140401204427,0.00020169576124350733,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7281553398058253,0.7378640776699029,0.6699029126213593,0.7119741100323624,0.030011710341410033,410,0.8155339805825242,0.8155339805825242,0.8009708737864077,0.8106796116504854,0.006865114380451914,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,50,
221,0.08692042032877605,0.0009527914875081237,0.007739146550496419,3.378503341119974e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7378640776699029,0.7572815533980582,0.6601941747572816,0.7184466019417476,0.04194654173726769,391,0.8203883495145631,0.8203883495145631,0.7961165048543689,0.8122977346278316,0.011441857300753191,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,60,
222,0.10259326299031575,0.0007287172334385503,0.008962392807006836,0.00016749048006166017,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7378640776699029,0.7572815533980582,0.6601941747572816,0.7184466019417476,0.04194654173726769,391,0.8398058252427184,0.8203883495145631,0.7961165048543689,0.8187702265372168,0.01787275245499556,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,70,
223,0.1186680793762207,0.0013818532837073794,0.009918769200642904,0.0001249859737311458,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7475728155339806,0.7572815533980582,0.6601941747572816,0.7216828478964401,0.04365934486482859,377,0.8349514563106796,0.8252427184466019,0.8009708737864077,0.8203883495145631,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,80,
224,0.1305370330810547,0.0008563762603576004,0.010960737864176432,0.0002385458076940562,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.6893203883495146,0.7346278317152103,0.032037200442108935,296,0.8203883495145631,0.8252427184466019,0.8058252427184466,0.8171521035598706,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,90,
225,0.14757108688354492,0.0013959765938677507,0.012087106704711914,0.00020207405742947887,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8300970873786407,0.8252427184466019,0.8058252427184466,0.8203883495145631,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,100,
226,0.1600774129231771,0.0009763427672294881,0.012942314147949219,5.8947115313101166e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8203883495145631,0.8300970873786407,0.8106796116504854,0.8203883495145631,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,110,
227,0.17589950561523438,0.0013751674593293574,0.014267603556315104,0.00021516730426933496,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8203883495145631,0.8252427184466019,0.8106796116504854,0.8187702265372168,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,120,
228,0.1895418961842855,0.0013562107239715128,0.015132506688435873,0.0004976397690013275,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6893203883495146,0.7313915857605178,0.030011710341410033,312,0.8155339805825242,0.8300970873786407,0.8106796116504854,0.8187702265372168,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,130,
229,0.2019040584564209,0.00027930618672021123,0.016162872314453125,0.0002892630216798737,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6796116504854369,0.7281553398058253,0.03455365130107219,341,0.8155339805825242,0.8252427184466019,0.8106796116504854,0.8171521035598706,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,140,
230,0.2194248835245768,0.004468095403847692,0.01761619249979655,0.0006629015639058374,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7669902912621359,0.7475728155339806,0.6796116504854369,0.7313915857605178,0.03746225534883566,312,0.8252427184466019,0.8349514563106796,0.8058252427184466,0.8220064724919093,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,150,
231,0.23223209381103516,0.001669386086147696,0.020112355550130207,0.0026493398662123737,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6796116504854369,0.7281553398058253,0.03455365130107219,341,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,160,
232,0.24515287081400552,0.0005261224921051293,0.019132137298583984,9.432882766131318e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6699029126213593,0.7216828478964401,0.03746225534883566,377,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,170,
233,0.2637530167897542,0.004943508429846438,0.020888725916544598,0.0007018715063558156,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6893203883495146,0.7281553398058253,0.02858175037646551,341,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,180,
234,0.27565375963846844,0.0017680143427043758,0.022158304850260418,0.000782737220460112,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7572815533980582,0.7281553398058253,0.6796116504854369,0.7216828478964401,0.032037200442108935,377,0.8203883495145631,0.8252427184466019,0.8106796116504854,0.8187702265372168,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,190,
235,0.2895956834157308,0.00250873699880792,0.02731180191040039,0.0057529543453790945,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7572815533980582,0.7281553398058253,0.6893203883495146,0.7249190938511326,0.027839240346416255,368,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,200,
236,0.30490859349568683,0.0012974889539722936,0.023709853490193684,0.00025695317100500413,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7475728155339806,0.7378640776699029,0.6893203883495146,0.7249190938511326,0.02548222612948805,368,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,210,
237,0.3184746901194255,0.003257718250168369,0.024544397989908855,0.000198255366663908,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7475728155339806,0.7281553398058253,0.6893203883495146,0.7216828478964401,0.02421784716358537,377,0.8203883495145631,0.8252427184466019,0.8155339805825242,0.8203883495145631,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,220,
238,0.33097585042317706,0.00252216067966057,0.025435845057169598,0.00016303953530298526,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7475728155339806,0.7281553398058253,0.6990291262135923,0.7249190938511326,0.019949559880158493,368,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,230,
239,0.34352413813273114,0.001182662127430945,0.026515483856201172,0.0007983589146161559,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7475728155339806,0.7378640776699029,0.6893203883495146,0.7249190938511326,0.02548222612948805,368,0.8300970873786407,0.8252427184466019,0.8106796116504854,0.8220064724919093,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,240,
240,0.01683958371480306,0.00042080585783696965,0.002456108729044596,6.690019476276162e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8932038834951457,0.8349514563106796,0.8058252427184466,0.8446601941747574,0.03632677074537811,47,0.9854368932038835,0.9854368932038835,0.9902912621359223,0.9870550161812298,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,10,
241,0.03326010704040527,0.0008905522349610316,0.0035819212595621743,5.324313876991033e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9029126213592233,0.8446601941747572,0.8155339805825242,0.854368932038835,0.03632677074537811,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,20,
242,0.04802862803141276,0.00022644078505693242,0.00465091069539388,0.00010233543354032139,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8737864077669902,0.8640776699029126,0.8252427184466019,0.8543689320388349,0.020973270868633844,23,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,30,
243,0.06337237358093262,0.00014987220210181836,0.005705197652180989,2.5907908479444628e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.883495145631068,0.8543689320388349,0.8349514563106796,0.8576051779935275,0.01994955988015854,10,1.0,0.9951456310679612,1.0,0.9983818770226538,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,40,
244,0.07822751998901367,0.0006118459338671802,0.006844758987426758,7.085913549845034e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.883495145631068,0.883495145631068,0.8349514563106796,0.8673139158576052,0.022883714601506434,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,50,
245,0.09741965929667155,0.0004563883949856775,0.008225679397583008,0.0002628175280589851,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8640776699029126,0.8640776699029126,0.8349514563106796,0.8543689320388349,0.013730228760903828,23,1.0,0.9902912621359223,1.0,0.9967637540453075,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,60,
246,0.11285813649495442,0.002061343350405412,0.009511073430379232,0.0003017943732351844,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8737864077669902,0.8640776699029126,0.8446601941747572,0.8608414239482199,0.012108923581792686,9,1.0,0.9951456310679612,1.0,0.9983818770226538,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,70,
247,0.127673069636027,0.00027114488265180583,0.010196050008138021,5.876726459669626e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8737864077669902,0.8543689320388349,0.8252427184466019,0.8511326860841423,0.019949559880158493,30,1.0,0.9951456310679612,1.0,0.9983818770226538,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,80,
248,0.14425039291381836,0.0005793499193931129,0.012125968933105469,0.0010438931620689207,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8737864077669902,0.8640776699029126,0.8155339805825242,0.8511326860841423,0.02548222612948805,30,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,90,
249,0.15757242838541666,0.000537356526895332,0.012594143549601236,6.023466087659589e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8737864077669902,0.8543689320388349,0.8058252427184466,0.8446601941747572,0.02858175037646551,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,100,
250,0.17289225260416666,0.0005962843843902412,0.013384739557902018,0.0001447666583091104,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8737864077669902,0.8446601941747572,0.8058252427184466,0.8414239482200646,0.027839240346416255,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,110,
251,0.1914815902709961,0.0022471408898355337,0.014454285303751627,0.00020278480885943252,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8737864077669902,0.8543689320388349,0.8058252427184466,0.8446601941747572,0.02858175037646551,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,120,
252,0.207291046778361,0.0021632372763194896,0.015808502833048504,0.0008556383056574426,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8737864077669902,0.8543689320388349,0.8058252427184466,0.8446601941747572,0.02858175037646551,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,130,
253,0.22125530242919922,0.0014180807992955741,0.01666855812072754,0.0002121075985251077,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8737864077669902,0.8543689320388349,0.8058252427184466,0.8446601941747572,0.02858175037646551,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,140,
254,0.24111413955688477,0.0035335377492688377,0.018268505732218426,0.0007811372866390514,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8737864077669902,0.8446601941747572,0.8058252427184466,0.8414239482200646,0.027839240346416255,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,150,
255,0.2541389465332031,0.004355071107057717,0.018733104070027668,9.372091173635268e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8058252427184466,0.8446601941747574,0.03170860508457192,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,160,
256,0.2670122782389323,0.003715962457405701,0.01953283945719401,0.0002121954225969996,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8155339805825242,0.8478964401294499,0.027839240346416303,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,170,
257,0.285081148147583,0.0020672686523410854,0.020987192789713543,0.00017399442406262832,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8155339805825242,0.8478964401294499,0.027839240346416303,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,180,
258,0.3018961747487386,0.006342376133492299,0.022155602773030598,0.00021211486399726358,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8155339805825242,0.8478964401294499,0.027839240346416303,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,190,
259,0.3151499430338542,0.004755352774465303,0.024085124333699543,0.0011100967438863224,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8155339805825242,0.8478964401294499,0.027839240346416303,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,200,
260,0.3291192054748535,0.0024473269157871303,0.02615658442179362,0.002743410601390208,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8155339805825242,0.8478964401294499,0.027839240346416303,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,210,
261,0.3463908036549886,0.003617192417316936,0.02676701545715332,0.002171441682317708,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8058252427184466,0.8446601941747574,0.03170860508457192,47,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,220,
262,0.3613572915395101,0.0018184353083517274,0.026973247528076172,0.0009362199643153245,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8155339805825242,0.8478964401294499,0.027839240346416303,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,230,
263,0.37744824091593426,0.0014626699867426104,0.027233441670735676,0.0003351120682800884,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8155339805825242,0.8478964401294499,0.027839240346416303,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,240,
264,0.01639588673909505,6.633960963792549e-05,0.0024353663126627603,1.0420343655321605e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8349514563106796,0.8640776699029126,0.8058252427184466,0.8349514563106796,0.023781453813428905,93,0.9368932038834952,0.9466019417475728,0.9514563106796117,0.9449838187702265,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,10,
265,0.031158924102783203,0.00040099032931088953,0.0035594304402669272,4.945843232353531e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8737864077669902,0.8543689320388349,0.8252427184466019,0.8511326860841423,0.019949559880158493,30,0.9466019417475728,0.9514563106796117,0.9660194174757282,0.9546925566343042,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,20,
266,0.04735604921976725,0.0006395432608429237,0.00469970703125,0.00013492778449170135,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8543689320388349,0.8349514563106796,0.8252427184466019,0.8381877022653721,0.012108923581792686,83,0.9611650485436893,0.9514563106796117,0.970873786407767,0.9611650485436893,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,30,
267,0.06482100486755371,0.0008025069735734505,0.005891561508178711,4.788871251279379e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8640776699029126,0.8543689320388349,0.8446601941747572,0.8543689320388349,0.007927151271142968,23,0.9660194174757282,0.9563106796116505,0.970873786407767,0.9644012944983819,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,40,
268,0.07895223299662273,0.0006399960691365549,0.00682520866394043,3.085901567401057e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8543689320388349,0.8543689320388349,0.8349514563106796,0.8478964401294498,0.009153485840602554,45,0.9611650485436893,0.9563106796116505,0.9660194174757282,0.9611650485436893,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,50,
269,0.09277995427449544,0.0001518375521557909,0.00785223642985026,2.971753669624e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8543689320388349,0.8349514563106796,0.8349514563106796,0.8414239482200646,0.009153485840602554,57,0.9660194174757282,0.970873786407767,0.9660194174757282,0.9676375404530745,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,60,
270,0.11019126574198405,0.0018104554572042617,0.009762763977050781,0.0006056575591813225,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8543689320388349,0.8349514563106796,0.8349514563106796,0.8414239482200646,0.009153485840602554,57,0.9660194174757282,0.970873786407767,0.970873786407767,0.9692556634304207,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,70,
271,0.12311212221781413,0.0008984423063314918,0.010130008061726889,0.00018687518680444675,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8446601941747572,0.8446601941747572,0.8252427184466019,0.8381877022653721,0.009153485840602554,83,0.9660194174757282,0.9660194174757282,0.970873786407767,0.9676375404530745,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,80,
272,0.13927459716796875,0.0016877725590434532,0.010963122049967447,3.0608298971392086e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8737864077669902,0.8349514563106796,0.8252427184466019,0.8446601941747572,0.020973270868633844,50,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,90,
273,0.1543279488881429,0.0003616074152873263,0.012277921040852865,6.19259335874015e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8543689320388349,0.8349514563106796,0.8252427184466019,0.8381877022653721,0.012108923581792686,83,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,100,
274,0.17198522885640463,0.0025244146483664816,0.013686100641886393,0.000310150978169643,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8543689320388349,0.8252427184466019,0.8252427184466019,0.8349514563106796,0.01373022876090383,93,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,110,
275,0.1853643258412679,0.0004553172488952885,0.014292637507120768,6.479558278872209e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8252427184466019,0.8381877022653721,0.018306971681205108,83,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,120,
276,0.20183595021565756,0.0017789173671539551,0.015439192454020182,0.00016157690411031938,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8543689320388349,0.8252427184466019,0.8252427184466019,0.8349514563106796,0.01373022876090383,93,0.970873786407767,0.9805825242718447,0.970873786407767,0.9741100323624595,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,130,
277,0.2151190439860026,0.0015577721560974807,0.016304890314737957,0.00011478946070396336,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8737864077669902,0.8252427184466019,0.8252427184466019,0.8414239482200646,0.022883714601506382,57,0.970873786407767,0.9805825242718447,0.970873786407767,0.9741100323624595,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,140,
278,0.22724580764770508,0.0010448903245643285,0.01730187733968099,8.923404359950295e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8252427184466019,0.8381877022653721,0.018306971681205108,83,0.970873786407767,0.9805825242718447,0.970873786407767,0.9741100323624595,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,150,
279,0.24566094080607095,0.0011125230917249213,0.018903493881225586,3.321870470892234e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8252427184466019,0.8381877022653721,0.018306971681205108,83,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,160,
280,0.26113128662109375,0.0025211505881011015,0.019751787185668945,0.00023745349425103278,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8349514563106796,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,170,
281,0.27642472585042316,0.0024965501054524347,0.020853360493977863,0.00029417492798149175,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,180,
282,0.2923940022786458,0.003723529653081471,0.021847009658813477,0.00027238401839804424,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,190,
283,0.30660637219746906,0.0022464381895536288,0.02283620834350586,9.274349930833211e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,200,
284,0.32444922129313153,0.003133702264824917,0.02392713228861491,0.0006943171574032711,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,210,
285,0.3377504348754883,0.0006309971298528625,0.025089184443155926,0.00030092330900051493,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,220,
286,0.3587617874145508,0.0054571559493115755,0.026212533315022785,0.0002839577844148691,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,230,
287,0.3732009728749593,0.0025318752042066722,0.027028242746988933,0.0005761288259961781,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,240,
288,0.015829006830851238,0.00020755998444669865,0.0023217995961507163,2.8447065626762295e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7766990291262136,0.7669902912621359,0.007927151271142968,214,0.8689320388349514,0.8543689320388349,0.9077669902912622,0.8770226537216829,0.02253784510871221,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,10,
289,0.03268861770629883,0.0018166942955144818,0.003724813461303711,0.00024738406436300794,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8155339805825242,0.7572815533980582,0.7766990291262136,0.7831715210355986,0.02421784716358537,185,0.9029126213592233,0.8689320388349514,0.912621359223301,0.8948220064724919,0.018731127674417883,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,20,
290,0.0462187925974528,0.0007519881315256107,0.004766702651977539,0.00016370591201844847,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8155339805825242,0.7669902912621359,0.7766990291262136,0.7864077669902912,0.02097327086863384,181,0.883495145631068,0.8737864077669902,0.9029126213592233,0.8867313915857605,0.012108923581792726,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,30,
291,0.060454765955607094,0.0003774057079348792,0.0055455366770426435,6.134985633811889e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8058252427184466,0.7766990291262136,0.7669902912621359,0.7831715210355986,0.01650168127376305,185,0.8883495145631068,0.8786407766990292,0.912621359223301,0.8932038834951457,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,40,
292,0.07547807693481445,0.0006156487557455458,0.0067339738210042315,1.870568958272905e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8058252427184466,0.7864077669902912,0.7864077669902912,0.7928802588996763,0.009153485840602554,155,0.8883495145631068,0.8737864077669902,0.9029126213592233,0.8883495145631067,0.011890726906714496,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,50,
293,0.09015393257141113,0.0006398316353086555,0.007928689320882162,0.00031807292287726704,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8058252427184466,0.7864077669902912,0.7864077669902912,0.7928802588996763,0.009153485840602554,155,0.8932038834951457,0.883495145631068,0.9029126213592233,0.8932038834951457,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,60,
294,0.10687820116678874,0.002154815900710152,0.009253342946370443,0.0003776531394703565,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8252427184466019,0.7864077669902912,0.7766990291262136,0.7961165048543689,0.020973270868633844,145,0.8932038834951457,0.8980582524271845,0.8980582524271845,0.8964401294498382,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,70,
295,0.12090142567952473,0.0005657100445355543,0.009906291961669922,4.9267148090477856e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8155339805825242,0.7766990291262136,0.7766990291262136,0.7896440129449838,0.018306971681205108,168,0.8980582524271845,0.8980582524271845,0.9029126213592233,0.8996763754045308,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,80,
296,0.13664754231770834,0.0012655925974665984,0.011190017064412435,0.00028730921577328224,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8252427184466019,0.7766990291262136,0.7766990291262136,0.7928802588996763,0.022883714601506382,155,0.8883495145631068,0.8883495145631068,0.9029126213592233,0.8932038834951457,0.006865114380451914,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,90,
297,0.14996910095214844,0.0005979883984010226,0.01218104362487793,0.0001754920544465908,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8252427184466019,0.7766990291262136,0.7766990291262136,0.7928802588996763,0.022883714601506382,155,0.9029126213592233,0.883495145631068,0.9077669902912622,0.8980582524271844,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,100,
298,0.16933735211690268,0.004493307100802415,0.013433694839477539,0.00038736540913001906,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8349514563106796,0.7766990291262136,0.7766990291262136,0.7961165048543689,0.02746045752180766,145,0.8932038834951457,0.883495145631068,0.9029126213592233,0.8932038834951457,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,110,
299,0.18120082219441733,0.0009634877847091455,0.014104604721069336,0.00021774139380928236,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8252427184466019,0.7766990291262136,0.7669902912621359,0.7896440129449838,0.02548222612948805,168,0.8980582524271845,0.8786407766990292,0.9029126213592233,0.8932038834951457,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,120,
300,0.19596155484517416,0.00103505254157741,0.015380779902140299,0.00035580623242920854,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8252427184466019,0.7766990291262136,0.7766990291262136,0.7928802588996763,0.022883714601506382,155,0.8883495145631068,0.8737864077669902,0.9077669902912622,0.8899676375404532,0.01391962017320817,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,130,
301,0.21019975344340006,0.0011005678856092212,0.016347487767537434,0.00019068482192888546,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8252427184466019,0.7864077669902912,0.7766990291262136,0.7961165048543689,0.020973270868633844,145,0.8883495145631068,0.8737864077669902,0.912621359223301,0.8915857605177994,0.01601860022105451,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,140,
302,0.22321105003356934,0.0029690935324712506,0.017457087834676106,0.00014036441494446645,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8252427184466019,0.7669902912621359,0.7766990291262136,0.7896440129449838,0.02548222612948805,168,0.8932038834951457,0.8786407766990292,0.9077669902912622,0.8932038834951457,0.011890726906714453,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,150,
303,0.23754962285359701,0.0011234463968843324,0.018335262934366863,0.00011798955184706547,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8155339805825242,0.7572815533980582,0.7766990291262136,0.7831715210355986,0.02421784716358537,185,0.8932038834951457,0.8786407766990292,0.9029126213592233,0.8915857605177994,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,160,
304,0.25357667605082196,0.0021563432019113373,0.019233147303263348,0.00015452691886284295,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8252427184466019,0.7669902912621359,0.7864077669902912,0.7928802588996763,0.02421784716358537,155,0.8980582524271845,0.8883495145631068,0.9174757281553398,0.9012944983818771,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,170,
305,0.2697761058807373,0.0031100961939032707,0.020823319753011067,0.0008820199514429023,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8252427184466019,0.7669902912621359,0.7766990291262136,0.7896440129449838,0.02548222612948805,168,0.8932038834951457,0.8932038834951457,0.912621359223301,0.8996763754045308,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,180,
306,0.28595487276713055,0.0038500904063946467,0.021851062774658203,0.0005175700358437767,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8155339805825242,0.7669902912621359,0.7669902912621359,0.7831715210355986,0.022883714601506382,185,0.9029126213592233,0.8932038834951457,0.912621359223301,0.9029126213592233,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,190,
307,0.29718979199727374,0.003663653877172814,0.02259214719136556,0.00037161221964030367,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8155339805825242,0.7766990291262136,0.7766990291262136,0.7896440129449838,0.018306971681205108,168,0.8980582524271845,0.8980582524271845,0.912621359223301,0.9029126213592233,0.006865114380451914,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,200,
308,0.3117852210998535,0.0016548742061662975,0.02361774444580078,0.0002091300178528139,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8155339805825242,0.7864077669902912,0.7766990291262136,0.7928802588996763,0.01650168127376305,155,0.8932038834951457,0.8980582524271845,0.9077669902912622,0.8996763754045308,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,210,
309,0.3320624828338623,0.00359082930385427,0.02461544672648112,0.00015620879311437598,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8155339805825242,0.7766990291262136,0.7766990291262136,0.7896440129449838,0.018306971681205108,168,0.8980582524271845,0.8980582524271845,0.9077669902912622,0.9012944983818771,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,220,
310,0.34424153963724774,0.003649020544562714,0.026523033777872723,0.0006841345506054325,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8155339805825242,0.7961165048543689,0.7766990291262136,0.7961165048543689,0.015854302542285936,145,0.8980582524271845,0.8932038834951457,0.9029126213592233,0.8980582524271844,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,230,
311,0.3586116631825765,0.0019366544413242405,0.02710700035095215,0.0002105631580545152,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8155339805825242,0.7961165048543689,0.7766990291262136,0.7961165048543689,0.015854302542285936,145,0.8980582524271845,0.8932038834951457,0.9029126213592233,0.8980582524271844,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,240,
312,0.015634616216023762,0.00010912841998357133,0.0023942788441975913,8.227348874221803e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8543689320388349,0.8009708737864077,0.8495145631067961,0.8349514563106796,0.02410948936205717,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,10,
313,0.030183951059977215,0.00033739957127921035,0.003477811813354492,5.53750781727665e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.7378640776699029,0.7508090614886731,0.009153485840602554,235,0.8640776699029126,0.8300970873786407,0.8592233009708737,0.8511326860841423,0.015005855170705016,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,20,
314,0.04408669471740723,0.00040905305456078947,0.004641215006510417,7.571015254620473e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.7184466019417476,0.744336569579288,0.018306971681205108,260,0.8592233009708737,0.8349514563106796,0.8446601941747572,0.8462783171521036,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,30,
315,0.06035637855529785,0.00040725429420094807,0.005711476008097331,0.00010300498162857727,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7378640776699029,0.7669902912621359,0.6990291262135923,0.7346278317152103,0.027839240346416255,296,0.8592233009708737,0.8398058252427184,0.8543689320388349,0.8511326860841423,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,40,
316,0.07480955123901367,0.0007336114496578998,0.0066992441813151045,9.148675916764731e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6893203883495146,0.7378640776699029,0.03455365130107219,284,0.8737864077669902,0.8398058252427184,0.8398058252427184,0.8511326860841423,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,50,
317,0.08775774637858073,0.0005408253587700625,0.0076402028401692705,0.00017753037964615727,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7184466019417476,0.7508090614886731,0.02421784716358537,235,0.8640776699029126,0.8446601941747572,0.8640776699029126,0.8576051779935274,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,60,
318,0.10307272275288899,0.002019320273129743,0.008742014567057291,0.0001231721134972126,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7475728155339806,0.7669902912621359,0.7281553398058253,0.7475728155339806,0.015854302542285936,245,0.8592233009708737,0.8446601941747572,0.8689320388349514,0.8576051779935274,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,70,
319,0.11711963017781575,0.0008047184355788167,0.009637673695882162,0.0002801015725755323,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7281553398058253,0.7540453074433656,0.019949559880158493,224,0.8689320388349514,0.8495145631067961,0.8640776699029126,0.8608414239482199,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,80,
320,0.13162851333618164,0.0008394443136749652,0.010846932729085287,0.00011942166378460872,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7669902912621359,0.7766990291262136,0.7378640776699029,0.7605177993527508,0.01650168127376305,217,0.8689320388349514,0.8446601941747572,0.8737864077669902,0.8624595469255664,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,90,
321,0.15030392011006674,6.211168797509996e-05,0.012289841969807943,0.000368016992340958,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7378640776699029,0.7540453074433656,0.01650168127376305,224,0.8689320388349514,0.8446601941747572,0.8592233009708737,0.8576051779935274,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,100,
322,0.16135708491007486,0.00183972082537735,0.012950579325358072,0.000314287197687356,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7378640776699029,0.7540453074433656,0.01650168127376305,224,0.8640776699029126,0.8495145631067961,0.8640776699029126,0.8592233009708737,0.006865114380451915,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,110,
323,0.17583298683166504,0.0006038252591355856,0.014246066411336264,8.144390139446365e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7281553398058253,0.7540453074433656,0.019949559880158493,224,0.8786407766990292,0.8495145631067961,0.8592233009708737,0.8624595469255664,0.012108923581792734,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,120,
324,0.1920769214630127,0.002758784452861494,0.015171368916829428,9.022378440994221e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7669902912621359,0.7766990291262136,0.7378640776699029,0.7605177993527508,0.01650168127376305,217,0.8786407766990292,0.8495145631067961,0.8640776699029126,0.8640776699029127,0.011890726906714496,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,130,
325,0.20552635192871094,0.00033711617077455876,0.01625172297159831,0.00033224033678629805,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7281553398058253,0.7540453074433656,0.018306971681205108,224,0.8737864077669902,0.8495145631067961,0.8640776699029126,0.8624595469255664,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,140,
326,0.2212830384572347,0.0015630659050963548,0.01720420519510905,0.00028299969544006126,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8737864077669902,0.8495145631067961,0.8543689320388349,0.8592233009708737,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,150,
327,0.2380512555440267,0.0033692546998111334,0.01828161875406901,0.00019807484316414626,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,160,
328,0.25129040082295734,0.0024282582460539897,0.020376920700073242,0.0014319722743710254,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,170,
329,0.26743483543395996,0.0013070575477688003,0.022944291432698567,0.0017002966725822878,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,180,
330,0.2780772050221761,0.001911964566334419,0.021586815516153973,0.00018790816113530446,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8737864077669902,0.8495145631067961,0.8543689320388349,0.8592233009708737,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,190,
331,0.29329554239908856,0.0030020880904281792,0.02262123425801595,0.00011816478474571862,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,200,
332,0.3096066315968831,0.002662680753667644,0.023489872614542644,0.00012065226055366734,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,210,
333,0.3221570650736491,0.0012610896365511642,0.02506287892659505,0.0005590564169517064,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7572815533980582,0.7669902912621359,0.7184466019417476,0.7475728155339806,0.020973270868633844,245,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,220,
334,0.34085241953531903,0.003312630799379421,0.028311411539713543,0.0021691545451666275,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7087378640776699,0.744336569579288,0.027839240346416255,260,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,230,
335,0.3566865126291911,0.000998741419764513,0.027496337890625,0.0006438723454223165,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7572815533980582,0.7864077669902912,0.7087378640776699,0.7508090614886731,0.032037200442108935,235,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,240,
336,0.015264431635538736,0.00015837746607209413,0.0023353894551595054,4.9269199211097426e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6990291262135923,0.7378640776699029,0.6796116504854369,0.7055016181229773,0.02421784716358537,422,0.7427184466019418,0.7766990291262136,0.8106796116504854,0.7766990291262136,0.027745029449000386,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,10,
337,0.02970576286315918,0.0005835917038313452,0.003523111343383789,0.0001333120208639552,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7087378640776699,0.7281553398058253,0.6796116504854369,0.7055016181229773,0.019949559880158493,422,0.8009708737864077,0.8106796116504854,0.8106796116504854,0.8074433656957929,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,20,
338,0.044235626856486,0.0002845777405602042,0.004510084788004558,6.100203357091768e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7378640776699029,0.7281553398058253,0.7087378640776699,0.7249190938511326,0.012108923581792686,368,0.8300970873786407,0.7961165048543689,0.8106796116504854,0.8122977346278316,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,30,
339,0.0586691697438558,0.0004596245765526403,0.006033976872762044,0.0006976052207275477,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7281553398058253,0.7184466019417476,0.6699029126213593,0.7055016181229773,0.02548222612948805,422,0.8300970873786407,0.7961165048543689,0.8058252427184466,0.8106796116504854,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,40,
340,0.073211669921875,0.0010167358745028128,0.006963570912679036,0.0003758707190657093,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7281553398058253,0.7378640776699029,0.6699029126213593,0.7119741100323624,0.030011710341410033,410,0.8155339805825242,0.8106796116504854,0.8009708737864077,0.8090614886731391,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,50,
341,0.08780471483866374,0.0012968159403810504,0.0076134999593098955,0.00016902653548678045,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7378640776699029,0.7572815533980582,0.6601941747572816,0.7184466019417476,0.04194654173726769,391,0.8203883495145631,0.8203883495145631,0.7961165048543689,0.8122977346278316,0.011441857300753191,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,60,
342,0.10257506370544434,0.00180293202533638,0.009244680404663086,0.0005408538998483265,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7378640776699029,0.7572815533980582,0.6601941747572816,0.7184466019417476,0.04194654173726769,391,0.8398058252427184,0.8203883495145631,0.7961165048543689,0.8187702265372168,0.01787275245499556,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,70,
343,0.12270275751749675,0.0046784370749954245,0.010506232579549154,0.0006023993592577415,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7475728155339806,0.7572815533980582,0.6601941747572816,0.7216828478964401,0.04365934486482859,377,0.8349514563106796,0.8252427184466019,0.8009708737864077,0.8203883495145631,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,80,
344,0.1313035488128662,0.0004572359908063657,0.010976394017537435,0.00022985012927768798,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.6893203883495146,0.7346278317152103,0.032037200442108935,296,0.8203883495145631,0.8252427184466019,0.8058252427184466,0.8171521035598706,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,90,
345,0.14453514417012533,0.0006022477324004894,0.011852582295735678,8.827227652254528e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8300970873786407,0.8252427184466019,0.8058252427184466,0.8203883495145631,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,100,
346,0.16118748982747397,0.0034624782777001708,0.013108015060424805,0.0003368579196770497,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8203883495145631,0.8300970873786407,0.8106796116504854,0.8203883495145631,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,110,
347,0.1732041835784912,0.0005731571071082024,0.015169699986775717,0.0012692741367452127,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8203883495145631,0.8252427184466019,0.8106796116504854,0.8187702265372168,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,120,
348,0.1872835954030355,0.0014249621990063,0.015145301818847656,6.261775500441859e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6893203883495146,0.7313915857605178,0.030011710341410033,312,0.8155339805825242,0.8300970873786407,0.8106796116504854,0.8187702265372168,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,130,
349,0.20267216364542642,0.0019087504593259335,0.01664280891418457,0.0010054058618024367,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6796116504854369,0.7281553398058253,0.03455365130107219,341,0.8155339805825242,0.8252427184466019,0.8106796116504854,0.8171521035598706,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,140,
350,0.21656481424967447,0.0007920697797081527,0.017344951629638672,5.6210519385358166e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7669902912621359,0.7475728155339806,0.6796116504854369,0.7313915857605178,0.03746225534883566,312,0.8252427184466019,0.8349514563106796,0.8058252427184466,0.8220064724919093,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,150,
351,0.22969134648640951,0.0021628539307731133,0.01799639066060384,0.00023338198133236775,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6796116504854369,0.7281553398058253,0.03455365130107219,341,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,160,
352,0.24527414639790854,0.0010094016134327322,0.019304831822713215,0.00019951939604627601,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6699029126213593,0.7216828478964401,0.03746225534883566,377,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,170,
353,0.25864648818969727,0.001974694316719796,0.020307540893554688,0.0006457643100317764,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6893203883495146,0.7281553398058253,0.02858175037646551,341,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,180,
354,0.27300437291463214,0.001973905245382139,0.021263678868611652,5.6626740904113604e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7572815533980582,0.7281553398058253,0.6796116504854369,0.7216828478964401,0.032037200442108935,377,0.8203883495145631,0.8252427184466019,0.8106796116504854,0.8187702265372168,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,190,
355,0.2866462866465251,0.00044478544936787473,0.02225979169209798,0.00033753438056764647,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6893203883495146,0.7281553398058253,0.02858175037646551,341,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,200,
356,0.30547046661376953,0.0013214228386035619,0.024267037709554035,0.0012138144440001094,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7475728155339806,0.7475728155339806,0.6893203883495146,0.7281553398058253,0.027460457521807657,341,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,210,
357,0.3173987070719401,0.0024134218692575087,0.025641679763793945,0.0010174849674458133,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7475728155339806,0.7281553398058253,0.6893203883495146,0.7216828478964401,0.02421784716358537,377,0.8203883495145631,0.8252427184466019,0.8155339805825242,0.8203883495145631,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,220,
358,0.33243385950724286,0.0046192564340835855,0.025554736455281574,0.00015335391571594982,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7475728155339806,0.7378640776699029,0.6990291262135923,0.7281553398058253,0.020973270868633844,341,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,230,
359,0.34258437156677246,0.002739381464655641,0.026855945587158203,0.0006316046413514216,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7475728155339806,0.7475728155339806,0.6893203883495146,0.7281553398058253,0.027460457521807657,341,0.8300970873786407,0.8252427184466019,0.8106796116504854,0.8220064724919093,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,240,
360,0.016508022944132488,0.00013040316964464321,0.0024181207021077475,4.2789917609059e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9320388349514563,0.8446601941747572,0.7961165048543689,0.8576051779935275,0.056239958566287294,10,0.9854368932038835,0.9805825242718447,0.9902912621359223,0.9854368932038836,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,10,
361,0.03209463755289713,0.0003814811671713708,0.003596782684326172,0.0001436471444442474,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9029126213592233,0.8543689320388349,0.8155339805825242,0.8576051779935275,0.03574550490999117,10,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,20,
362,0.047565619150797524,0.00031084427180509233,0.004588524500528972,5.185090998164071e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8932038834951457,0.8737864077669902,0.8349514563106796,0.8673139158576052,0.02421784716358541,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,30,
363,0.06471872329711914,0.001403921738134487,0.0061274369557698565,0.0004805874502798396,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.883495145631068,0.8737864077669902,0.8543689320388349,0.8705501618122978,0.012108923581792726,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,40,
364,0.08094024658203125,0.002654907351478109,0.007057030995686849,0.00027267208810846503,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8446601941747572,0.8640776699029127,0.01585430254228598,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,50,
365,0.09645517667134602,0.0012585075099696722,0.008097171783447266,4.591688470660812e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.883495145631068,0.883495145631068,0.8446601941747572,0.8705501618122978,0.018306971681205157,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,60,
366,0.11116933822631836,0.0006760813581405979,0.008881966272989908,0.00011140388570338983,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8640776699029126,0.883495145631068,0.8543689320388349,0.8673139158576052,0.012108923581792734,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,70,
367,0.12862515449523926,0.0006834315875056203,0.010215520858764648,0.0001975517221447699,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8349514563106796,0.8608414239482202,0.01994955988015853,7,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,80,
368,0.14298860232035318,0.0013139085058757902,0.011297225952148438,9.215569459937207e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.883495145631068,0.8737864077669902,0.8252427184466019,0.8608414239482202,0.02548222612948808,7,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,90,
369,0.15788873036702475,0.0010282716149858067,0.012819925944010416,0.0007027521342011033,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.883495145631068,0.8737864077669902,0.8155339805825242,0.8576051779935275,0.030011710341410064,10,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,100,
370,0.17491372426350912,0.0024490893247443024,0.013342618942260742,8.378844365318498e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8737864077669902,0.8543689320388349,0.8058252427184466,0.8446601941747572,0.02858175037646551,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,110,
371,0.18897024790445963,0.0009693179235688701,0.014825582504272461,0.00036063566575429267,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8058252427184466,0.8511326860841425,0.03300336254752614,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,120,
372,0.20469268163045248,0.001260897603093944,0.01546804110209147,0.0003898154866950995,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8155339805825242,0.854368932038835,0.02858175037646555,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,130,
373,0.22119243939717612,0.0019721300160172005,0.016770601272583008,0.00012507791025790347,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8737864077669902,0.8640776699029126,0.8155339805825242,0.8511326860841423,0.02548222612948805,30,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,140,
374,0.2382036050160726,0.0019373164358943097,0.017385005950927734,0.0002704387733478832,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8737864077669902,0.8640776699029126,0.8155339805825242,0.8511326860841423,0.02548222612948805,30,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,150,
375,0.2514496644337972,0.0016960477287366038,0.01853489875793457,0.00018580778392235907,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8932038834951457,0.8543689320388349,0.8058252427184466,0.8511326860841425,0.03574550490999116,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,160,
376,0.26492897669474286,0.0009825208206429015,0.01960476239522298,0.0002772947359654955,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8932038834951457,0.8543689320388349,0.8155339805825242,0.854368932038835,0.03170860508457192,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,170,
377,0.2843262354532878,0.003218179269871306,0.020813465118408203,0.0003230047066042037,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8932038834951457,0.8543689320388349,0.8155339805825242,0.854368932038835,0.03170860508457192,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,180,
378,0.302080233891805,0.00567974743738786,0.021830399831136067,0.00020072006292775024,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8155339805825242,0.854368932038835,0.02858175037646555,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,190,
379,0.3129878838857015,0.0012883095432645094,0.0230257511138916,0.00023996613833633106,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8252427184466019,0.8576051779935275,0.02421784716358541,10,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,200,
380,0.3321973482767741,0.003307856658648467,0.023967822392781574,0.00018312288710300656,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8155339805825242,0.854368932038835,0.02858175037646555,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,210,
381,0.34609556198120117,0.001661114010652702,0.02538784344991048,0.0007682453206288956,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.883495145631068,0.8543689320388349,0.8155339805825242,0.8511326860841425,0.027839240346416296,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,220,
382,0.3598269621531169,0.0027455479811560545,0.026195208231608074,0.00043014307769281433,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8252427184466019,0.8576051779935275,0.02421784716358541,10,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,230,
383,0.37528689702351886,0.004176731336752193,0.029689947764078777,0.0016004061174569421,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.883495145631068,0.8640776699029126,0.8155339805825242,0.854368932038835,0.02858175037646555,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,240,
384,0.016995906829833984,0.0005799020486230232,0.002531925837198893,9.073141814239869e-06,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8349514563106796,0.8640776699029126,0.8058252427184466,0.8349514563106796,0.023781453813428905,93,0.9368932038834952,0.9466019417475728,0.9514563106796117,0.9449838187702265,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,10,
385,0.03162066141764323,7.492474288320222e-05,0.0034492810567220054,6.038169853194827e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8737864077669902,0.8543689320388349,0.8252427184466019,0.8511326860841423,0.019949559880158493,30,0.9466019417475728,0.9514563106796117,0.9660194174757282,0.9546925566343042,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,20,
386,0.047305901845296226,0.0004896394154507196,0.005024512608846028,0.0002945567602800928,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8543689320388349,0.8349514563106796,0.8349514563106796,0.8414239482200646,0.009153485840602554,57,0.9611650485436893,0.9514563106796117,0.970873786407767,0.9611650485436893,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,30,
387,0.062304019927978516,0.00036163647800503825,0.005820751190185547,0.00016858784360936082,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8640776699029126,0.8543689320388349,0.8446601941747572,0.8543689320388349,0.007927151271142968,23,0.9660194174757282,0.9563106796116505,0.970873786407767,0.9644012944983819,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,40,
388,0.076995849609375,0.0002698917972955905,0.006798505783081055,5.729028626770535e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8543689320388349,0.8543689320388349,0.8349514563106796,0.8478964401294498,0.009153485840602554,45,0.9611650485436893,0.9611650485436893,0.9660194174757282,0.9627831715210355,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,50,
389,0.09345364570617676,0.0017851437696435608,0.007779359817504883,5.804239793303875e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8543689320388349,0.8349514563106796,0.8349514563106796,0.8414239482200646,0.009153485840602554,57,0.9660194174757282,0.970873786407767,0.9660194174757282,0.9676375404530745,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,60,
390,0.10808467864990234,0.000588376510363053,0.008904536565144857,0.00013460642737018907,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8543689320388349,0.8446601941747572,0.8349514563106796,0.8446601941747572,0.007927151271142968,50,0.9660194174757282,0.970873786407767,0.970873786407767,0.9692556634304207,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,70,
391,0.1235801378885905,0.0010476717046179957,0.010409911473592123,0.0006968766480613516,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8446601941747572,0.8446601941747572,0.8252427184466019,0.8381877022653721,0.009153485840602554,83,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,80,
392,0.1387944221496582,0.002219079845924125,0.011045455932617188,0.0002617993057672119,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,90,
393,0.15305304527282715,0.0002993096877847182,0.013315200805664062,0.0016081634258979603,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8446601941747572,0.8349514563106796,0.8252427184466019,0.8349514563106796,0.007927151271142968,93,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,100,
394,0.169540007909139,0.0005178911572327938,0.013329744338989258,0.00014602990376771116,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8543689320388349,0.8252427184466019,0.8252427184466019,0.8349514563106796,0.01373022876090383,93,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,110,
395,0.18544832865397134,0.0032807930536529685,0.014203071594238281,0.00020632268682559414,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8543689320388349,0.8252427184466019,0.8252427184466019,0.8349514563106796,0.01373022876090383,93,0.970873786407767,0.9805825242718447,0.970873786407767,0.9741100323624595,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,120,
396,0.19953672091166177,0.0008540650545616875,0.015734116236368816,0.0003801380364296794,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8543689320388349,0.8252427184466019,0.8252427184466019,0.8349514563106796,0.01373022876090383,93,0.9757281553398058,0.9805825242718447,0.970873786407767,0.9757281553398057,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,130,
397,0.21577835083007812,0.0022005064193104246,0.01630083719889323,2.9349274363686894e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8737864077669902,0.8252427184466019,0.8252427184466019,0.8414239482200646,0.022883714601506382,57,0.970873786407767,0.9805825242718447,0.970873786407767,0.9741100323624595,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,140,
398,0.23110318183898926,0.00287297775781475,0.017477114995320637,9.981936708835127e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8252427184466019,0.8381877022653721,0.018306971681205108,83,0.970873786407767,0.9805825242718447,0.970873786407767,0.9741100323624595,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,150,
399,0.24886616071065268,0.0020821541954376636,0.018761714299519856,0.00013230180915643934,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8349514563106796,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,160,
400,0.2617479165395101,0.0029680870942592336,0.020118872324625652,0.0008536986056433579,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8349514563106796,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,170,
401,0.27759575843811035,0.0005454879886284455,0.020656665166219074,1.5402570129147173e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,180,
402,0.2945821285247803,0.0015425351152599815,0.022026936213175457,0.00023503157394487,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,190,
403,0.3078938325246175,0.0014112459695066089,0.0245211919148763,0.0025411014873837913,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9805825242718447,0.970873786407767,0.9724919093851133,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,200,
404,0.3200101852416992,0.0012854124636457079,0.02377208073933919,0.00037192963805147793,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,210,
405,0.33673095703125,0.006647371200211487,0.025106032689412434,0.0003305617975415928,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,220,
406,0.35412096977233887,0.0023546798495361894,0.02647225062052409,0.000518198867741436,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,230,
407,0.3687019348144531,0.0019876215627212873,0.027591784795125324,0.0007112063735210463,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8252427184466019,0.8414239482200646,0.01650168127376305,57,0.9660194174757282,0.9757281553398058,0.970873786407767,0.970873786407767,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,240,
408,0.01641734441121419,0.0001139107539050967,0.0024451414744059243,5.1061049508928544e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7766990291262136,0.7669902912621359,0.007927151271142968,214,0.8689320388349514,0.8543689320388349,0.9077669902912622,0.8770226537216829,0.02253784510871221,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,10,
409,0.03082927068074544,0.00045575232884659706,0.0034716924031575522,5.167410652397415e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8155339805825242,0.7572815533980582,0.7766990291262136,0.7831715210355986,0.02421784716358537,185,0.9029126213592233,0.8689320388349514,0.912621359223301,0.8948220064724919,0.018731127674417883,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,20,
410,0.04533012708028158,0.0004784450574976683,0.004585822423299153,2.7263476977355317e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8155339805825242,0.7669902912621359,0.7766990291262136,0.7864077669902912,0.02097327086863384,181,0.883495145631068,0.8737864077669902,0.9029126213592233,0.8867313915857605,0.012108923581792726,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,30,
411,0.05958636601765951,0.0005830370347862406,0.0056523482004801435,7.898106999563839e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8058252427184466,0.7766990291262136,0.7669902912621359,0.7831715210355986,0.01650168127376305,185,0.8883495145631068,0.8786407766990292,0.912621359223301,0.8932038834951457,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,40,
412,0.07586169242858887,0.0009315432395187488,0.006703853607177734,9.596419383506725e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8058252427184466,0.7864077669902912,0.7864077669902912,0.7928802588996763,0.009153485840602554,155,0.8883495145631068,0.8737864077669902,0.9029126213592233,0.8883495145631067,0.011890726906714496,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,50,
413,0.09076221783955891,0.0011104065982913225,0.008523861567179361,0.0006522039577693799,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8058252427184466,0.7864077669902912,0.7864077669902912,0.7928802588996763,0.009153485840602554,155,0.8932038834951457,0.883495145631068,0.9029126213592233,0.8932038834951457,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,60,
414,0.10583885510762532,0.0003439012226752651,0.008962472279866537,6.63181848060492e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8252427184466019,0.7864077669902912,0.7766990291262136,0.7961165048543689,0.020973270868633844,145,0.8932038834951457,0.8980582524271845,0.8980582524271845,0.8964401294498382,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,70,
415,0.12087400754292806,0.0006950300387715552,0.01126241683959961,0.0020593591697035877,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8155339805825242,0.7766990291262136,0.7766990291262136,0.7896440129449838,0.018306971681205108,168,0.8980582524271845,0.8980582524271845,0.9029126213592233,0.8996763754045308,0.0022883714601506385,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,80,
416,0.13503360748291016,0.0013657516216967036,0.011210362116495768,0.0002798953110221052,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8252427184466019,0.7766990291262136,0.7766990291262136,0.7928802588996763,0.022883714601506382,155,0.8883495145631068,0.8883495145631068,0.9029126213592233,0.8932038834951457,0.006865114380451914,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,90,
417,0.15188336372375488,0.0031389013220825494,0.012198527654012045,0.00012989770239120132,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8252427184466019,0.7766990291262136,0.7766990291262136,0.7928802588996763,0.022883714601506382,155,0.9029126213592233,0.883495145631068,0.9077669902912622,0.8980582524271844,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,100,
418,0.1637702782948812,0.0014172709005435434,0.013822555541992188,0.0006868352506436726,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8349514563106796,0.7766990291262136,0.7766990291262136,0.7961165048543689,0.02746045752180766,145,0.8980582524271845,0.883495145631068,0.9029126213592233,0.894822006472492,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,110,
419,0.1800860563913981,0.0016113409246766076,0.014049609502156576,0.00020615642767579274,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8252427184466019,0.7766990291262136,0.7669902912621359,0.7896440129449838,0.02548222612948805,168,0.8980582524271845,0.8786407766990292,0.9029126213592233,0.8932038834951457,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,120,
420,0.19447660446166992,0.0011664161577738077,0.015574455261230469,0.000563976650108866,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8252427184466019,0.7766990291262136,0.7766990291262136,0.7928802588996763,0.022883714601506382,155,0.8883495145631068,0.8737864077669902,0.9077669902912622,0.8899676375404532,0.01391962017320817,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,130,
421,0.2077049414316813,0.0009757645414777118,0.016142765680948894,0.00015768468825464794,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8252427184466019,0.7864077669902912,0.7766990291262136,0.7961165048543689,0.020973270868633844,145,0.8883495145631068,0.8737864077669902,0.912621359223301,0.8915857605177994,0.01601860022105451,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,140,
422,0.22411727905273438,0.0021028513360545438,0.017606178919474285,0.0006269663817663585,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8252427184466019,0.7669902912621359,0.7766990291262136,0.7896440129449838,0.02548222612948805,168,0.8932038834951457,0.8786407766990292,0.9077669902912622,0.8932038834951457,0.011890726906714453,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,150,
423,0.23715448379516602,0.0013231666799201397,0.018320322036743164,0.00018386416657885642,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8155339805825242,0.7572815533980582,0.7766990291262136,0.7831715210355986,0.02421784716358537,185,0.8932038834951457,0.8786407766990292,0.9029126213592233,0.8915857605177994,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,160,
424,0.2535913785298665,0.0022186776277943257,0.01920286814371745,0.0003452656842026881,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8252427184466019,0.7572815533980582,0.7864077669902912,0.7896440129449838,0.027839240346416258,168,0.8980582524271845,0.8883495145631068,0.9174757281553398,0.9012944983818771,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,170,
425,0.26961668332417804,0.0020975378560020423,0.02050932248433431,0.00014969096559879887,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8252427184466019,0.7669902912621359,0.7766990291262136,0.7896440129449838,0.02548222612948805,168,0.8932038834951457,0.8932038834951457,0.912621359223301,0.8996763754045308,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,180,
426,0.28588366508483887,0.0027535593367898027,0.02165071169535319,0.00025927274761462316,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8155339805825242,0.7669902912621359,0.7669902912621359,0.7831715210355986,0.022883714601506382,185,0.9029126213592233,0.8932038834951457,0.912621359223301,0.9029126213592233,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,190,
427,0.2997252146402995,0.001854865903500488,0.022595961888631184,0.0002442258520097076,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8155339805825242,0.7766990291262136,0.7766990291262136,0.7896440129449838,0.018306971681205108,168,0.8980582524271845,0.8980582524271845,0.912621359223301,0.9029126213592233,0.006865114380451914,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,200,
428,0.31510082880655926,0.0010921131868787404,0.024539629618326824,0.0009268997341367598,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8155339805825242,0.7864077669902912,0.7766990291262136,0.7928802588996763,0.01650168127376305,155,0.8932038834951457,0.8980582524271845,0.9077669902912622,0.8996763754045308,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,210,
429,0.32639122009277344,0.001018998348064223,0.02420632044474284,0.000249916759166201,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8155339805825242,0.7766990291262136,0.7766990291262136,0.7896440129449838,0.018306971681205108,168,0.8980582524271845,0.8980582524271845,0.9077669902912622,0.9012944983818771,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,220,
430,0.3437930742899577,0.0017915452239638413,0.02554742495218913,0.0001002871288300572,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8155339805825242,0.7961165048543689,0.7766990291262136,0.7961165048543689,0.015854302542285936,145,0.8980582524271845,0.8932038834951457,0.9029126213592233,0.8980582524271844,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,230,
431,0.35551031430562335,0.003688937962467887,0.026453733444213867,0.00015615343100631947,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8155339805825242,0.7961165048543689,0.7766990291262136,0.7961165048543689,0.015854302542285936,145,0.8980582524271845,0.8932038834951457,0.9029126213592233,0.8980582524271844,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,240,
432,0.0156708558400472,0.00022183755170330114,0.002390623092651367,5.3766429206199404e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8543689320388349,0.8009708737864077,0.8495145631067961,0.8349514563106796,0.02410948936205717,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,10,
433,0.029802958170572918,0.00047000384951393265,0.0035010178883870444,4.3652670187921355e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.7378640776699029,0.7508090614886731,0.009153485840602554,235,0.8640776699029126,0.8300970873786407,0.8592233009708737,0.8511326860841423,0.015005855170705016,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,20,
434,0.04732513427734375,0.001388309823400592,0.004828850428263347,0.0002180410867034225,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.7184466019417476,0.744336569579288,0.018306971681205108,260,0.8592233009708737,0.8349514563106796,0.8446601941747572,0.8462783171521036,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,30,
435,0.05934755007425944,0.0008740236795166535,0.005697170893351237,0.00013711788534176086,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7378640776699029,0.7669902912621359,0.6990291262135923,0.7346278317152103,0.027839240346416255,296,0.8592233009708737,0.8398058252427184,0.8543689320388349,0.8511326860841423,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,40,
436,0.0737295150756836,0.0004554065726248352,0.006602048873901367,0.00015730676450490013,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6893203883495146,0.7378640776699029,0.03455365130107219,284,0.8737864077669902,0.8398058252427184,0.8398058252427184,0.8511326860841423,0.016018600221054467,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,50,
437,0.09100580215454102,0.0025078789050393133,0.00831309954325358,0.0007996296203790248,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7184466019417476,0.7508090614886731,0.02421784716358537,235,0.8640776699029126,0.8446601941747572,0.8640776699029126,0.8576051779935274,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,60,
438,0.10395177205403645,0.0016592405732761602,0.008791367212931315,1.8785541678608954e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7475728155339806,0.7669902912621359,0.7281553398058253,0.7475728155339806,0.015854302542285936,245,0.8592233009708737,0.8446601941747572,0.8689320388349514,0.8576051779935274,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,70,
439,0.11720983187357585,0.0012237736263809038,0.00989532470703125,0.00020431939002742394,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7281553398058253,0.7540453074433656,0.019949559880158493,224,0.8689320388349514,0.8495145631067961,0.8640776699029126,0.8608414239482199,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,80,
440,0.1333623727162679,0.0007447957870016409,0.011344512303670248,0.0006835940707888115,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7669902912621359,0.7766990291262136,0.7378640776699029,0.7605177993527508,0.01650168127376305,217,0.8689320388349514,0.8446601941747572,0.8737864077669902,0.8624595469255664,0.012741113064744024,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,90,
441,0.14604981740315756,0.001087482474983908,0.013364950815836588,0.0023198700820772442,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7378640776699029,0.7540453074433656,0.01650168127376305,224,0.8689320388349514,0.8446601941747572,0.8592233009708737,0.8576051779935274,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,100,
442,0.1633309523264567,0.001415165502812456,0.013074398040771484,0.0001786367810407296,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7378640776699029,0.7540453074433656,0.01650168127376305,224,0.8640776699029126,0.8495145631067961,0.8640776699029126,0.8592233009708737,0.006865114380451915,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,110,
443,0.17465996742248535,0.0007141722048398169,0.014532248179117838,0.00044926168558563504,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7572815533980582,0.7766990291262136,0.7281553398058253,0.7540453074433656,0.019949559880158493,224,0.8786407766990292,0.8495145631067961,0.8592233009708737,0.8624595469255664,0.012108923581792734,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,120,
444,0.18983681996663412,0.001687222059362278,0.01507425308227539,0.0005124247421583949,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7669902912621359,0.7766990291262136,0.7378640776699029,0.7605177993527508,0.01650168127376305,217,0.8786407766990292,0.8495145631067961,0.8640776699029126,0.8640776699029127,0.011890726906714496,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,130,
445,0.20360589027404785,0.000528513745505469,0.016034762064615887,7.304831238834475e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7281553398058253,0.7540453074433656,0.018306971681205108,224,0.8737864077669902,0.8495145631067961,0.8640776699029126,0.8624595469255664,0.009974779940079247,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,140,
446,0.22243030865987143,0.001961357859897068,0.01759513219197591,0.0004698641805415258,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8737864077669902,0.8495145631067961,0.8543689320388349,0.8592233009708737,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,150,
447,0.23368088404337564,0.0020234505385275745,0.01817003885904948,0.0002236107278253707,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,160,
448,0.2502710024515788,0.0020323004082104805,0.019315083821614582,0.00019478825473545413,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,170,
449,0.2656412919362386,0.005354851706547581,0.020387013753255207,0.0002792304230788818,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,180,
450,0.2756361961364746,0.0017940478407133884,0.02162281672159831,0.000554126917819134,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8737864077669902,0.8495145631067961,0.8543689320388349,0.8592233009708737,0.01048663543431692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,190,
451,0.2917965253194173,0.001036763537704164,0.022435983022054035,0.00011993194462031255,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.7087378640776699,0.744336569579288,0.02548222612948805,260,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,200,
452,0.3103538354237874,0.005751895897205964,0.023277759552001953,0.0002959271150302437,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7669902912621359,0.7669902912621359,0.7087378640776699,0.7475728155339806,0.027460457521807657,245,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,210,
453,0.3263653914133708,0.000872635131742415,0.024785916010538738,0.000266977808638523,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7572815533980582,0.7669902912621359,0.7184466019417476,0.7475728155339806,0.020973270868633844,245,0.8689320388349514,0.8495145631067961,0.8592233009708737,0.8592233009708737,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,220,
454,0.33822234471638996,0.0035355184712649993,0.02593064308166504,0.00013472878994644908,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7475728155339806,0.7766990291262136,0.7087378640776699,0.744336569579288,0.027839240346416255,260,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,230,
455,0.3483270804087321,0.0005230705965917697,0.02762182553609212,0.001197048256448962,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7572815533980582,0.7864077669902912,0.7087378640776699,0.7508090614886731,0.032037200442108935,235,0.8640776699029126,0.8495145631067961,0.8592233009708737,0.8576051779935274,0.006054461790896342,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,240,
456,0.015416304270426432,0.00012917804253296944,0.002405405044555664,4.290783781171482e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6990291262135923,0.7378640776699029,0.6796116504854369,0.7055016181229773,0.02421784716358537,422,0.7427184466019418,0.7766990291262136,0.8106796116504854,0.7766990291262136,0.027745029449000386,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,10,
457,0.03044605255126953,0.0009389974210183582,0.0037132898966471353,0.0001860850858070642,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7087378640776699,0.7281553398058253,0.6796116504854369,0.7055016181229773,0.019949559880158493,422,0.8009708737864077,0.8106796116504854,0.8106796116504854,0.8074433656957929,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,20,
458,0.04503552118937174,0.0006810135400377912,0.004709323247273763,0.00010993041484504277,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7378640776699029,0.7281553398058253,0.7087378640776699,0.7249190938511326,0.012108923581792686,368,0.8300970873786407,0.7961165048543689,0.8106796116504854,0.8122977346278316,0.013919620173208127,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,30,
459,0.0592350959777832,0.0009462043949213091,0.00570829709370931,7.68202108533272e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7281553398058253,0.7184466019417476,0.6699029126213593,0.7055016181229773,0.02548222612948805,422,0.8300970873786407,0.7961165048543689,0.8058252427184466,0.8106796116504854,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,40,
460,0.07274556159973145,0.0002863805795001192,0.006631374359130859,9.916436054554389e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7281553398058253,0.7378640776699029,0.6699029126213593,0.7119741100323624,0.030011710341410033,410,0.8155339805825242,0.8106796116504854,0.8009708737864077,0.8090614886731391,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,50,
461,0.08673413594563802,0.0002477553623016615,0.007769664128621419,0.00012971217276312857,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7378640776699029,0.7572815533980582,0.6601941747572816,0.7184466019417476,0.04194654173726769,391,0.8203883495145631,0.8203883495145631,0.7961165048543689,0.8122977346278316,0.011441857300753191,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,60,
462,0.10048270225524902,0.000797239144927953,0.008836507797241211,0.0002747294573059878,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7378640776699029,0.7572815533980582,0.6601941747572816,0.7184466019417476,0.04194654173726769,391,0.8398058252427184,0.8203883495145631,0.7961165048543689,0.8187702265372168,0.01787275245499556,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,70,
463,0.11705382664998372,0.0009648024741251918,0.009847243626912435,0.0001267599835267651,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7475728155339806,0.7572815533980582,0.6601941747572816,0.7216828478964401,0.04365934486482859,377,0.8349514563106796,0.8252427184466019,0.8009708737864077,0.8203883495145631,0.014290875188232756,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,80,
464,0.1303861935933431,0.0003559834148301207,0.010909557342529297,2.8276483686910675e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7572815533980582,0.7572815533980582,0.6893203883495146,0.7346278317152103,0.032037200442108935,296,0.8203883495145631,0.8252427184466019,0.8058252427184466,0.8171521035598706,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,90,
465,0.14408095677693686,0.0032648883082887293,0.012136618296305338,0.0003366543129964559,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8300970873786407,0.8252427184466019,0.8058252427184466,0.8203883495145631,0.010486635434316922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,100,
466,0.16046508153279623,0.0033322135094667436,0.013161818186442057,0.0005508848712947649,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8203883495145631,0.8300970873786407,0.8106796116504854,0.8203883495145631,0.007927151271142968,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,110,
467,0.17273712158203125,0.0031395604749604573,0.014002799987792969,0.00021638820853246333,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7669902912621359,0.7572815533980582,0.6699029126213593,0.7313915857605178,0.04365934486482859,312,0.8203883495145631,0.8252427184466019,0.8106796116504854,0.8187702265372168,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,120,
468,0.18669811884562174,0.0017819999451191054,0.014981428782145182,0.0008831973830976665,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6893203883495146,0.7313915857605178,0.030011710341410033,312,0.8155339805825242,0.8300970873786407,0.8106796116504854,0.8187702265372168,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,130,
469,0.1990839640299479,0.00039402570105049353,0.016034841537475586,0.00019908993516700864,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6796116504854369,0.7281553398058253,0.03455365130107219,341,0.8155339805825242,0.8252427184466019,0.8106796116504854,0.8171521035598706,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,140,
470,0.2165252367655436,0.003132657800562578,0.017032702763875324,0.00012386456449900706,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7669902912621359,0.7475728155339806,0.6796116504854369,0.7313915857605178,0.03746225534883566,312,0.8252427184466019,0.8349514563106796,0.8058252427184466,0.8220064724919093,0.012108923581792686,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,150,
471,0.229905366897583,0.002312857662044177,0.0179749329884847,0.00013977448342336203,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7572815533980582,0.7475728155339806,0.6796116504854369,0.7281553398058253,0.03455365130107219,341,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,160,
472,0.2448132038116455,0.0011534538250949594,0.01922321319580078,0.00018386457879153277,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6699029126213593,0.7216828478964401,0.03746225534883566,377,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,170,
473,0.25815900166829425,0.0006904552197115384,0.020052115122477215,0.00024876678276461374,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6893203883495146,0.7281553398058253,0.02858175037646551,341,0.8252427184466019,0.8252427184466019,0.8058252427184466,0.8187702265372168,0.009153485840602554,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,180,
474,0.2718358834584554,0.0016301004281982984,0.021388530731201172,0.0004012081515503315,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7572815533980582,0.7281553398058253,0.6796116504854369,0.7216828478964401,0.032037200442108935,377,0.8203883495145631,0.8252427184466019,0.8106796116504854,0.8187702265372168,0.006054461790896343,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,190,
475,0.29134631156921387,0.0021987140096085375,0.022715250651041668,0.0005331807208252534,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7572815533980582,0.7378640776699029,0.6893203883495146,0.7281553398058253,0.02858175037646551,341,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,200,
476,0.3039575417836507,0.002119488462778083,0.023419857025146484,0.00024396461920058338,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7475728155339806,0.7475728155339806,0.6893203883495146,0.7281553398058253,0.027460457521807657,341,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,210,
477,0.3177188237508138,0.001779980476612408,0.02463388442993164,0.0003547563239386549,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7475728155339806,0.7281553398058253,0.6893203883495146,0.7216828478964401,0.02421784716358537,377,0.8203883495145631,0.8252427184466019,0.8155339805825242,0.8203883495145631,0.003963575635571484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,220,
478,0.33117302258809406,0.001314747162453155,0.02551714579264323,0.00011785956386521667,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7475728155339806,0.7378640776699029,0.6990291262135923,0.7281553398058253,0.020973270868633844,341,0.8252427184466019,0.8252427184466019,0.8155339805825242,0.8220064724919093,0.004576742920301277,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,230,
479,0.34581557909647626,0.0027970208109736844,0.027589718500773113,0.0010233929207519258,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7475728155339806,0.7475728155339806,0.6893203883495146,0.7281553398058253,0.027460457521807657,341,0.8300970873786407,0.8252427184466019,0.8106796116504854,0.8220064724919093,0.008250840636881526,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,240,
0,0.056619723637898765,0.0011893192661249785,0.005901416142781575,0.00018483630889879838,42,"{'n_estimators': 30, 'random_state': 42}",0.5048543689320388,0.6116504854368932,0.6213592233009708,0.5792880258899676,0.05278157420809088,20,0.6553398058252428,0.7233009708737864,0.7378640776699029,0.7055016181229773,0.03596458053542534,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,
1,0.07408285140991211,0.0011577368074730282,0.007238944371541341,0.00012041583357432249,42,"{'n_estimators': 40, 'random_state': 42}",0.5825242718446602,0.5922330097087378,0.6213592233009708,0.598705501618123,0.01650168127376305,17,0.6893203883495146,0.7038834951456311,0.6796116504854369,0.6909385113268609,0.009974779940079247,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,
2,0.09106135368347168,0.00027439033450807733,0.008915265401204428,0.0001687744597301688,42,"{'n_estimators': 50, 'random_state': 42}",0.6116504854368932,0.5436893203883495,0.5728155339805825,0.576051779935275,0.027839240346416258,21,0.7135922330097088,0.6844660194174758,0.6699029126213593,0.6893203883495146,0.018163385372689026,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,
3,0.11020986239115398,0.0013541549056606938,0.010597467422485352,0.0006328689936155226,42,"{'n_estimators': 60, 'random_state': 42}",0.6116504854368932,0.4563106796116505,0.5728155339805825,0.546925566343042,0.0660067250950522,22,0.7184466019417476,0.5825242718446602,0.6650485436893204,0.6553398058252426,0.055913115026443375,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,
4,0.12852191925048828,0.0011665605621276566,0.011737585067749023,0.0001474888240392869,42,"{'n_estimators': 70, 'random_state': 42}",0.7475728155339806,0.5922330097087378,0.5436893203883495,0.627831715210356,0.08695811548572431,14,0.7524271844660194,0.7184466019417476,0.6650485436893204,0.7119741100323624,0.03596458053542534,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,
5,0.14592981338500977,0.0008129127042756185,0.013323465983072916,0.0004023611132285408,42,"{'n_estimators': 80, 'random_state': 42}",0.6504854368932039,0.5242718446601942,0.5825242718446602,0.5857605177993527,0.05157727330261889,19,0.6941747572815534,0.6601941747572816,0.7038834951456311,0.686084142394822,0.01873112767441783,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,
6,0.16407171885172525,0.0005655315611569571,0.015190362930297852,0.00036618273803632,42,"{'n_estimators': 90, 'random_state': 42}",0.6699029126213593,0.5922330097087378,0.5825242718446602,0.6148867313915857,0.03910370865240965,15,0.7330097087378641,0.7184466019417476,0.6990291262135923,0.7168284789644014,0.013919620173208127,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,
7,0.18187268575032553,0.0004543768717522179,0.01639842987060547,0.00023753989744976055,42,"{'n_estimators': 100, 'random_state': 42}",0.6699029126213593,0.5339805825242718,0.6116504854368932,0.605177993527508,0.05567848069283256,16,0.7475728155339806,0.6699029126213593,0.7281553398058253,0.715210355987055,0.0330033625475261,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,
8,0.20030426979064941,0.001056968603916679,0.017992019653320312,0.00037023465284849124,42,"{'n_estimators': 110, 'random_state': 42}",0.6504854368932039,0.4563106796116505,0.6699029126213593,0.5922330097087379,0.09643795744822874,18,0.7427184466019418,0.5728155339805825,0.7718446601941747,0.6957928802588996,0.08776732441631468,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,
9,0.2210995356241862,0.002125296578661184,0.019502560297648113,0.0001852603217610301,42,"{'n_estimators': 120, 'random_state': 42}",0.7184466019417476,0.5728155339805825,0.6796116504854369,0.656957928802589,0.06157377860983966,6,0.7815533980582524,0.7281553398058253,0.7961165048543689,0.7686084142394822,0.02921597101176016,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,
10,0.23929651578267416,0.0021034333838342934,0.02111212412516276,0.0003153562184272071,42,"{'n_estimators': 130, 'random_state': 42}",0.6990291262135923,0.6699029126213593,0.6990291262135923,0.6893203883495146,0.01373022876090383,1,0.7912621359223301,0.7912621359223301,0.7864077669902912,0.7896440129449838,0.0022883714601506385,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,
11,0.25817322731018066,0.003168003632335749,0.023288249969482422,0.0006487471907870051,42,"{'n_estimators': 140, 'random_state': 42}",0.6990291262135923,0.6310679611650486,0.6990291262135923,0.6763754045307443,0.032037200442108935,3,0.7912621359223301,0.7378640776699029,0.7718446601941747,0.7669902912621359,0.022068255173116263,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,
12,0.2740671634674072,0.0013534539688218952,0.024679025014241535,0.001111128164498039,42,"{'n_estimators': 150, 'random_state': 42}",0.6893203883495146,0.5728155339805825,0.6990291262135923,0.6537216828478964,0.057346424422878184,9,0.7961165048543689,0.6650485436893204,0.7621359223300971,0.7411003236245954,0.05553722427744501,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,
13,0.29400380452473956,0.0028079392199279003,0.0262911319732666,0.0008446212289482062,42,"{'n_estimators': 160, 'random_state': 42}",0.7669902912621359,0.5922330097087378,0.6796116504854369,0.6796116504854369,0.07134436144028675,2,0.8106796116504854,0.6941747572815534,0.7912621359223301,0.7653721682847897,0.0509644522589761,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,
14,0.31086238225301105,0.0016488948300830495,0.026945749918619793,0.00011781614905904938,42,"{'n_estimators': 170, 'random_state': 42}",0.6893203883495146,0.6310679611650486,0.6504854368932039,0.656957928802589,0.02421784716358537,6,0.8058252427184466,0.7330097087378641,0.8009708737864077,0.7799352750809061,0.03324051550837238,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,
15,0.33012890815734863,0.0019182261302088757,0.02868938446044922,0.00030617420220076545,42,"{'n_estimators': 180, 'random_state': 42}",0.6990291262135923,0.6213592233009708,0.6796116504854369,0.6666666666666666,0.03300336254752615,5,0.8009708737864077,0.7330097087378641,0.7669902912621359,0.7669902912621359,0.027745029449000386,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,
16,0.3456106980641683,0.004170009703227174,0.030229886372884113,0.00025975346459445437,42,"{'n_estimators': 190, 'random_state': 42}",0.6699029126213593,0.6116504854368932,0.6601941747572816,0.6472491909385113,0.025482226129488104,11,0.7669902912621359,0.7330097087378641,0.7669902912621359,0.755663430420712,0.016018600221054467,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,
17,0.3672792911529541,0.001583314537741616,0.032645622889200844,0.0016137879551632083,42,"{'n_estimators': 200, 'random_state': 42}",0.6699029126213593,0.6310679611650486,0.6699029126213593,0.656957928802589,0.018306971681205108,6,0.7621359223300971,0.7961165048543689,0.7961165048543689,0.784789644012945,0.016018600221054467,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,
18,0.38457481066385907,0.001154133265458146,0.03328704833984375,0.0003224083941946417,42,"{'n_estimators': 210, 'random_state': 42}",0.6601941747572816,0.5922330097087378,0.6699029126213593,0.6407766990291263,0.03455365130107224,13,0.7475728155339806,0.7572815533980582,0.8155339805825242,0.773462783171521,0.030011710341410033,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,
19,0.4008007049560547,0.0015275083846579558,0.03555766741434733,0.0012879429656259844,42,"{'n_estimators': 220, 'random_state': 42}",0.6601941747572816,0.6019417475728155,0.6699029126213593,0.6440129449838188,0.03001171034141008,12,0.7475728155339806,0.7621359223300971,0.7864077669902912,0.7653721682847897,0.016018600221054467,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,
20,0.42217262585957843,0.0017643135982212967,0.036073923110961914,0.0004534060723910248,42,"{'n_estimators': 230, 'random_state': 42}",0.6796116504854369,0.6019417475728155,0.6699029126213593,0.6504854368932039,0.03455365130107224,10,0.7524271844660194,0.7718446601941747,0.8106796116504854,0.7783171521035599,0.02421784716358537,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,
21,0.437773863474528,0.000458214720288026,0.03765225410461426,0.0004221558061995806,42,"{'n_estimators': 240, 'random_state': 42}",0.7087378640776699,0.6116504854368932,0.6893203883495146,0.6699029126213593,0.04194654173726774,4,0.7427184466019418,0.7815533980582524,0.7912621359223301,0.7718446601941747,0.020973270868633844,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,
0,0.15237847963968912,0.002152079924402131,0.0015834967295328777,2.3438161867810935e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8640776699029126,0.8252427184466019,0.8058252427184466,0.831715210355987,0.02421784716358537,66,0.9660194174757282,0.9368932038834952,0.9757281553398058,0.9595469255663431,0.01650168127376305,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.05
1,0.19995673497517905,0.0008088940601067933,0.0016699632008870442,1.8505063822866578e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8640776699029126,0.8349514563106796,0.8155339805825242,0.8381877022653721,0.019949559880158493,65,0.970873786407767,0.9563106796116505,0.9805825242718447,0.9692556634304207,0.009974779940079247,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.05
2,0.25611448287963867,0.00025680621370482624,0.0018903414408365886,0.0001249460967114049,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8737864077669902,0.8446601941747572,0.8155339805825242,0.8446601941747572,0.023781453813428905,63,0.9757281553398058,0.970873786407767,0.9902912621359223,0.9789644012944985,0.008250840636881526,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.05
3,0.3003932634989421,0.0026555530790693983,0.0018508434295654297,2.0626537333417384e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8932038834951457,0.8446601941747572,0.8155339805825242,0.8511326860841425,0.03203720044210898,55,0.9854368932038835,0.9805825242718447,0.9902912621359223,0.9854368932038836,0.003963575635571484,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.05
4,0.35032955805460614,0.002199124192861891,0.0019505023956298828,3.0099342348356353e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.8932038834951457,0.8446601941747572,0.8252427184466019,0.854368932038835,0.02858175037646556,43,0.9951456310679612,0.9951456310679612,1.0,0.9967637540453075,0.0022883714601506385,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.05
5,0.399248202641805,0.0016408171280319777,0.0020273526509602866,1.797106124371611e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.8932038834951457,0.8446601941747572,0.8349514563106796,0.8576051779935275,0.025482226129488104,37,1.0,0.9951456310679612,1.0,0.9983818770226538,0.0022883714601506385,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.05
6,0.4525562922159831,0.004063590065142151,0.002143383026123047,4.545778105056016e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.8932038834951457,0.8349514563106796,0.8349514563106796,0.854368932038835,0.02746045752180771,43,1.0,0.9951456310679612,1.0,0.9983818770226538,0.0022883714601506385,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.05
7,0.5045003096262614,0.0024633020404398755,0.0021828015645345054,0.00011216005562367552,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8252427184466019,0.8478964401294499,0.025482226129488104,62,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.05
8,0.5524495442708334,0.0046604934358810204,0.002299785614013672,8.78366748616563e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8349514563106796,0.8511326860841425,0.022883714601506434,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.05
9,0.6006712913513184,0.0038716367847091765,0.0023328463236490884,9.86396824378386e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8349514563106796,0.8511326860841425,0.022883714601506434,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.05
10,0.6524957815806071,0.005833548347938229,0.0023277600606282554,2.285200588873577e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8349514563106796,0.8511326860841425,0.022883714601506434,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.05
11,0.7016929785410563,0.004366892347228168,0.0024013519287109375,3.637895652595511e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8349514563106796,0.8511326860841425,0.022883714601506434,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.05
12,0.7466673851013184,0.0043394354924760825,0.0024727185567220054,5.4498104294878945e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8446601941747572,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.05
13,0.7915475368499756,0.005275232276301112,0.002541224161783854,2.4151643848978394e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8446601941747572,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.05
14,0.8493889172871908,0.0009948300712823194,0.002665837605794271,3.0758358210047114e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8446601941747572,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.05
15,0.9018514156341553,0.0027843053500385797,0.0027163823445638022,2.8594551382470058e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.883495145631068,0.8349514563106796,0.8446601941747572,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.05
16,0.9466384251912435,0.006690552487286561,0.003201723098754883,0.000525143138643774,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8446601941747572,0.8576051779935275,0.018306971681205157,37,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.05
17,0.991448163986206,0.002025423601998143,0.0028083324432373047,4.128016485685713e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8446601941747572,0.8576051779935275,0.018306971681205157,37,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.05
18,1.045266071955363,0.0038226707114595456,0.0028914610544840493,6.23230401877383e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8349514563106796,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.05
19,1.1054805914560955,0.0011705871070595022,0.0029702186584472656,2.281604764036225e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8349514563106796,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.05
20,1.1515454451243083,0.002525269491780146,0.0029958883921305337,1.6660135004311837e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8349514563106796,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.05
21,1.1997603575388591,0.0027963108574637218,0.003002723058064779,5.6839153714834585e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.8737864077669902,0.8446601941747572,0.8349514563106796,0.8511326860841423,0.01650168127376305,61,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.05
22,0.15105978647867838,0.002986847068078809,0.0016376972198486328,6.862673557053577e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8737864077669902,0.8349514563106796,0.8252427184466019,0.8446601941747572,0.020973270868633844,63,0.9902912621359223,0.9854368932038835,0.9902912621359223,0.988673139158576,0.0022883714601506385,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.1
23,0.20176291465759277,0.004258082699085537,0.0017042954762776692,4.2609757453957254e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.8737864077669902,0.8737864077669902,0.8252427184466019,0.8576051779935274,0.022883714601506382,42,1.0,0.9951456310679612,1.0,0.9983818770226538,0.0022883714601506385,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.1
24,0.24984073638916016,0.0013863106964322725,0.0017615159352620442,3.6533492944456186e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8349514563106796,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.1
25,0.29913727442423504,0.001706388252124118,0.002106746037801107,0.00039275389169086516,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8252427184466019,0.8511326860841425,0.02421784716358542,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.1
26,0.3501681486765544,0.0021660273660985964,0.002166748046875,0.00017464265345672414,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8349514563106796,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.1
27,0.39788389205932617,0.0022681855089676955,0.002010186513264974,1.2774628746619246e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8349514563106796,0.854368932038835,0.020973270868633893,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.1
28,0.4490172863006592,0.0011395550307176996,0.0020607312520345054,2.4859893035279993e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8446601941747572,0.8576051779935275,0.018306971681205157,37,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.1
29,0.500236431757609,0.002214118113037888,0.002164920171101888,1.567208017342058e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.8932038834951457,0.8446601941747572,0.8446601941747572,0.8608414239482202,0.022883714601506434,36,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.1
30,0.5468455950419108,0.0013350896360650104,0.002364555994669596,0.00015311662804831286,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.883495145631068,0.8446601941747572,0.8446601941747572,0.8576051779935275,0.018306971681205157,37,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.1
31,0.5986666679382324,0.0050794731009286345,0.002548853556315104,0.00012406174139818033,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.9029126213592233,0.8543689320388349,0.8446601941747572,0.8673139158576052,0.025482226129488104,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.1
32,0.6488548914591471,0.005323039527603418,0.0023917357126871743,2.5322801824311353e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.9029126213592233,0.8543689320388349,0.8446601941747572,0.8673139158576052,0.025482226129488104,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.1
33,0.7035075028737386,0.0010813566640075916,0.002450148264567057,5.488439650533993e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.9029126213592233,0.8543689320388349,0.8446601941747572,0.8673139158576052,0.025482226129488104,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.1
34,0.747148593266805,0.0030246823065852644,0.0024532477060953775,2.4804955102161424e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.912621359223301,0.8543689320388349,0.8446601941747572,0.8705501618122978,0.03001171034141008,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.1
35,0.7977194786071777,0.0019151669243814287,0.0025499661763509116,2.3198453095678907e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.9029126213592233,0.8640776699029126,0.8349514563106796,0.8673139158576052,0.027839240346416303,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.1
36,0.8516782919565836,0.0022142106885342417,0.0025786558787027993,1.9277370380066025e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.9029126213592233,0.8543689320388349,0.8349514563106796,0.8640776699029127,0.02858175037646556,35,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.1
37,0.9018102486928304,0.006707581671103521,0.002776066462198893,9.181113940654209e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.912621359223301,0.8640776699029126,0.8349514563106796,0.8705501618122978,0.03203720044210898,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.1
38,0.9446801344553629,0.004144658385923693,0.0027335484822591147,3.189367750164177e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.912621359223301,0.8640776699029126,0.8349514563106796,0.8705501618122978,0.03203720044210898,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.1
39,0.9965894222259521,0.0028332829810868558,0.002813418706258138,2.6681111559885276e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.912621359223301,0.8640776699029126,0.8349514563106796,0.8705501618122978,0.03203720044210898,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.1
40,1.0505492687225342,0.005262397111704241,0.002975940704345703,0.0001333120208639552,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.9029126213592233,0.8640776699029126,0.8446601941747572,0.8705501618122978,0.02421784716358542,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.1
41,1.102786938349406,0.007325058799629109,0.002946933110555013,2.4005276850500097e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.9029126213592233,0.8640776699029126,0.8446601941747572,0.8705501618122978,0.02421784716358542,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.1
42,1.1552637418111165,0.008315815054307672,0.0030236244201660156,1.6577665166896085e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.912621359223301,0.8640776699029126,0.8446601941747572,0.8737864077669903,0.02858175037646556,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.1
43,1.1930948893229167,0.00901814396208276,0.0030950705210367837,2.2695589835360664e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.912621359223301,0.8640776699029126,0.8446601941747572,0.8737864077669903,0.02858175037646556,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.1
44,0.15009021759033203,0.0010323986618704349,0.0015370845794677734,4.5615067681563183e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.912621359223301,0.8640776699029126,0.8252427184466019,0.8673139158576052,0.03574550490999117,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.5
45,0.20167859395345053,0.0030289506166563587,0.0017313162485758464,8.32387821416635e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.912621359223301,0.8640776699029126,0.8252427184466019,0.8673139158576052,0.03574550490999117,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.5
46,0.25192801157633465,0.0010966250009640723,0.0018107891082763672,1.1783442810599415e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.912621359223301,0.8737864077669902,0.8349514563106796,0.8737864077669903,0.03170860508457192,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.5
47,0.3037393093109131,0.0034251055134472794,0.0018588701883951824,3.162999847962499e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.912621359223301,0.8737864077669902,0.8349514563106796,0.8737864077669903,0.03170860508457192,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.5
48,0.353410005569458,0.003066923585275165,0.0019535223642985025,3.853950273539083e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.912621359223301,0.8737864077669902,0.8349514563106796,0.8737864077669903,0.03170860508457192,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.5
49,0.3998432954152425,0.0005179712388114291,0.002034425735473633,4.091779636205058e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.9029126213592233,0.8543689320388349,0.8446601941747572,0.8673139158576052,0.025482226129488104,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.5
50,0.4539941946665446,0.0063072904770899345,0.0028514862060546875,0.001025750008924934,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.9029126213592233,0.8543689320388349,0.8446601941747572,0.8673139158576052,0.025482226129488104,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.5
51,0.5029163360595703,0.000541914084405666,0.0022133191426595054,8.754309764416206e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.9029126213592233,0.8640776699029126,0.8446601941747572,0.8705501618122978,0.02421784716358542,20,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.5
52,0.5524447758992513,0.00954009776389014,0.0022797584533691406,3.6752567455663475e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.5
53,0.5750652949015299,0.014469303518332864,0.002340078353881836,0.00015504994025765034,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.5
54,0.5929572582244873,0.01756402944151138,0.0022923151652018228,3.086842908909191e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.5
55,0.6073379516601562,0.011118869971724912,0.002299626668294271,3.2359607514802915e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.5
56,0.6184372901916504,0.01308601080461154,0.002299149831136068,3.891135999483107e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.5
57,0.6303585370381674,0.015151675399041928,0.002346197764078776,3.07528135178622e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.5
58,0.6501038869222006,0.013798473997827796,0.0024236838022867837,9.43457661545275e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.5
59,0.659991184870402,0.01420486134887399,0.002445777257283529,7.466152660272698e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.5
60,0.6779940923055013,0.012790573945167936,0.0024438699086507163,3.187406640772075e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.5
61,0.6962999502817789,0.010785643164514599,0.0025122960408528647,0.00015390423544762912,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.5
62,0.7021187941233317,0.014745303229062211,0.002481540044148763,8.928499025108153e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.5
63,0.7195531527201334,0.017139319630304756,0.002478996912638346,1.510444370261836e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.5
64,0.7351106007893881,0.019980942067484884,0.002500454584757487,5.9345742708713326e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.5
65,0.7535369396209717,0.014237633536036558,0.0025331974029541016,3.126345533534812e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.9029126213592233,0.8737864077669902,0.8446601941747572,0.8737864077669903,0.023781453813428947,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.5
0,0.004577318827311198,0.00039394668496748903,0.0017739137013753254,0.0006095599319896524,42,{'random_state': 42},0.8717948717948718,0.9224137931034483,0.853448275862069,0.8825523135867964,0.02916450533922735,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,,
0,0.021177132924397785,0.004108177473952335,0.0028269290924072266,0.0006406387520965798,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7948717948717948,0.8620689655172413,0.7844827586206896,0.8138078396699086,0.03438832378967955,366,0.8577586206896551,0.8969957081545065,0.8583690987124464,0.8710411425188692,0.018354341518289796,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,10,
1,0.030577659606933594,0.0004952545977002583,0.003851652145385742,0.0005273217859093643,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8376068376068376,0.9224137931034483,0.7672413793103449,0.8424206700068769,0.06344025660612394,295,0.9094827586206896,0.927038626609442,0.8841201716738197,0.9068805189679838,0.017617740716350784,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,20,
2,0.04482841491699219,0.00013921971089843978,0.004613320032755534,5.819182743518984e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8547008547008547,0.9051724137931034,0.8448275862068966,0.8682336182336181,0.0264288519201715,210,0.896551724137931,0.9227467811158798,0.9313304721030042,0.916876325785605,0.01479272370329603,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,30,
3,0.0611569881439209,0.0015765203628786552,0.0058574676513671875,0.00035045536140182004,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8275862068965517,0.8424697907456528,0.02620976939401646,286,0.896551724137931,0.9227467811158798,0.927038626609442,0.9154457106210843,0.013474470387967905,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,40,
4,0.07607285181681316,0.0017776759281572536,0.007384379704793294,0.000903754325655761,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8275862068965517,0.8453433539640436,0.030252174552214642,267,0.8922413793103449,0.9313304721030042,0.9313304721030042,0.9183007745054511,0.018426775056079762,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,50,
5,0.09059715270996094,0.0014025415852479282,0.007799863815307617,0.00033766373038912064,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8547008547008547,0.9051724137931034,0.8103448275862069,0.8567393653600549,0.03874002599153624,217,0.896551724137931,0.9313304721030042,0.9313304721030042,0.9197375561146465,0.016394859018187394,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,60,
6,0.10346492131551106,0.000498050052098422,0.009064674377441406,0.0005454746152911849,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8461538461538461,0.8706896551724138,0.7931034482758621,0.8366489832007074,0.0323796406194499,327,0.9008620689655172,0.9313304721030042,0.9227467811158798,0.9183131073948004,0.012827678263189313,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,70,
7,0.12279446919759114,0.00148847412346597,0.010239521662394205,0.0005495256150473415,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8547008547008547,0.8793103448275862,0.8189655172413793,0.8509922389232734,0.024774851864226507,240,0.896551724137931,0.9399141630901288,0.927038626609442,0.9211681712791674,0.01818281170610185,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,80,
8,0.1324897607167562,0.00017432961878930908,0.010787328084309896,5.903490948447004e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8290598290598291,0.8706896551724138,0.8275862068965517,0.8424452303762648,0.019980883190673534,291,0.9051724137931034,0.9399141630901288,0.9313304721030042,0.9254723496620788,0.014775779391828952,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,90,
9,0.1497493584950765,0.0009864104051265144,0.012271404266357422,0.000261583828164461,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8362068965517241,0.8481923568130464,0.022196351456762797,247,0.9094827586206896,0.9484978540772532,0.9313304721030042,0.9297703616003158,0.015966002984605366,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,100,
10,0.1624120076497396,0.0012502916756596378,0.014030933380126953,0.0014851806668095217,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8205128205128205,0.8706896551724138,0.8275862068965517,0.839596227527262,0.022175198319693508,300,0.9008620689655172,0.9356223175965666,0.9313304721030042,0.9226049528883626,0.015474058622888842,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,110,
11,0.1773538589477539,0.000916660310651601,0.014043331146240234,0.00018812389241109527,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8376068376068376,0.8706896551724138,0.8275862068965517,0.8452942332252676,0.018417362313193738,278,0.9051724137931034,0.9356223175965666,0.9313304721030042,0.9240417344975581,0.013457177324655257,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,120,
12,0.19411015510559082,0.0032235849730993093,0.015908559163411457,0.0009828081620618422,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8547008547008547,0.8706896551724138,0.8275862068965517,0.8509922389232734,0.017791237291745123,240,0.9094827586206896,0.944206008583691,0.9313304721030042,0.9283397464357949,0.014332581810003082,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,130,
13,0.21020428339640299,0.0010440573681810195,0.01649618148803711,0.00036731542445947695,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8275862068965517,0.8481677964436586,0.022397871920369853,256,0.9094827586206896,0.9484978540772532,0.9313304721030042,0.9297703616003158,0.015966002984605366,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,140,
14,0.22052470842997232,0.0003988606412669949,0.017663081487019856,0.0006978248660665712,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8362068965517241,0.8510413596620493,0.01999735983334561,230,0.9094827586206896,0.9484978540772532,0.9313304721030042,0.9297703616003158,0.015966002984605366,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,150,
15,0.23836119969685873,0.0024419202419764144,0.02045718828837077,0.002071081292793016,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8547008547008547,0.8793103448275862,0.8362068965517241,0.8567393653600549,0.017655848088725633,217,0.9137931034482759,0.9399141630901288,0.9313304721030042,0.9283459128804696,0.010870698674814504,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,160,
16,0.25313417116800946,0.001748713216555382,0.020105759302775066,0.0012941895796507164,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8547008547008547,0.8793103448275862,0.8362068965517241,0.8567393653600549,0.017655848088725633,217,0.9181034482758621,0.9399141630901288,0.9313304721030042,0.9297826944896651,0.00897119582636872,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,170,
17,0.26757073402404785,0.0035052592588917116,0.022436221440633137,0.001809350678122233,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8461538461538461,0.8879310344827587,0.8362068965517241,0.8567639257294429,0.022409476457182803,216,0.9137931034482759,0.9399141630901288,0.9313304721030042,0.9283459128804696,0.010870698674814504,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,180,
18,0.28020445505777997,0.00170111142519881,0.02127663294474284,0.00016349748058924296,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8275862068965517,0.8481677964436586,0.022397871920369853,256,0.9094827586206896,0.9399141630901288,0.9313304721030042,0.9269091312712742,0.012810901231851793,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,190,
19,0.2969369888305664,0.00292784540510616,0.02254454294840495,4.0377687848909575e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8275862068965517,0.8481677964436586,0.022397871920369853,256,0.9137931034482759,0.944206008583691,0.9313304721030042,0.9297765280449903,0.012464543213866452,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,200,
20,0.31280676523844403,0.0031186186820708543,0.023968617121378582,0.001052249900117781,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8376068376068376,0.8879310344827587,0.8362068965517241,0.8539149228804401,0.024059812206879902,221,0.9224137931034483,0.944206008583691,0.9313304721030042,0.9326500912633812,0.008945434959823834,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,210,
21,0.3227228323618571,0.001803290985072937,0.027614831924438477,0.004302568080025695,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8362068965517241,0.8510413596620493,0.01999735983334561,230,0.9224137931034483,0.9399141630901288,0.9313304721030042,0.9312194760988604,0.007144927221573762,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,220,
22,0.3399358590443929,0.000924333392226871,0.02612479527791341,0.0007574902415832872,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8547008547008547,0.8793103448275862,0.8362068965517241,0.8567393653600549,0.017655848088725633,217,0.9224137931034483,0.9399141630901288,0.9313304721030042,0.9312194760988604,0.007144927221573762,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,230,
23,0.3581473032633464,0.004590848730123918,0.027152061462402344,0.0007083762516818607,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8547008547008547,0.8793103448275862,0.8275862068965517,0.8538658021416642,0.02112454489860279,222,0.9094827586206896,0.9399141630901288,0.9313304721030042,0.9269091312712742,0.012810901231851793,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,240,
24,0.01547384262084961,0.00013419782476722955,0.002489964167277018,5.1346725210672214e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8034188034188035,0.8362068965517241,0.7672413793103449,0.8022890264269574,0.02816638586603095,432,0.8577586206896551,0.8884120171673819,0.8540772532188842,0.8667492970253071,0.015391408849941893,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,10,
25,0.030389944712320965,5.006764931589976e-05,0.003807624181111654,0.0002536487842093874,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8376068376068376,0.9137931034482759,0.7413793103448276,0.8309264171333138,0.0705459662270257,348,0.9051724137931034,0.927038626609442,0.8841201716738197,0.9054437373587884,0.017522436205680846,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,20,
26,0.045055389404296875,0.0003124452207227092,0.004672686258951823,0.000124828362514528,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8461538461538461,0.9051724137931034,0.8448275862068966,0.8653846153846153,0.028139431621926118,212,0.896551724137931,0.927038626609442,0.927038626609442,0.9168763257856051,0.014371663649985553,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,30,
27,0.059705495834350586,0.0004948799031039213,0.005631685256958008,4.171348639159651e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8448275862068966,0.8510904804008254,0.027877371665771644,225,0.8922413793103449,0.9227467811158798,0.927038626609442,0.914008929011889,0.015491387918066932,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,40,
28,0.07671483357747395,0.002048409195571832,0.00711822509765625,0.0003421195013993119,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8189655172413793,0.839596227527262,0.028089225354945676,300,0.896551724137931,0.9227467811158798,0.9313304721030042,0.916876325785605,0.01479272370329603,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,50,
29,0.09155035018920898,0.001925785316286712,0.007874329884847006,8.673573390274912e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.8922413793103449,0.9313304721030042,0.927038626609442,0.9168701593409304,0.017503096655189874,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,60,
30,0.10319797197977702,0.00017783920094096987,0.008950630823771158,0.00019341192812545236,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8376068376068376,0.8706896551724138,0.7931034482758621,0.8337999803517046,0.03178861428005686,346,0.8922413793103449,0.9227467811158798,0.9227467811158798,0.9125783138473681,0.01438038431967608,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,70,
31,0.1198888619740804,0.0022745414459342675,0.010310490926106771,0.00047110370336026674,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8376068376068376,0.8706896551724138,0.8103448275862069,0.8395471067884861,0.024673846308391704,314,0.896551724137931,0.9313304721030042,0.927038626609442,0.9183069409501258,0.015482723239024684,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,80,
32,0.1333791414896647,0.0007072870915648807,0.010830163955688477,7.992133123368159e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.811965811965812,0.8620689655172413,0.8103448275862069,0.8281265350230868,0.02401004426592641,349,0.896551724137931,0.9313304721030042,0.927038626609442,0.9183069409501258,0.015482723239024684,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,90,
33,0.1484687328338623,0.002403486150611616,0.011966228485107422,0.00010820684407091336,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8205128205128205,0.8706896551724138,0.8189655172413793,0.8367226643088713,0.024026594821800324,318,0.896551724137931,0.944206008583691,0.927038626609442,0.9225987864436881,0.019706459888954028,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,100,
34,0.16118144989013672,0.0004354539396088862,0.013352155685424805,0.00034757247807670635,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.811965811965812,0.8793103448275862,0.8189655172413793,0.8367472246782591,0.03023202899928857,317,0.896551724137931,0.9313304721030042,0.927038626609442,0.9183069409501258,0.015482723239024684,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,110,
35,0.17703731854756674,0.001175124670708935,0.014194965362548828,0.00014504996559311362,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.811965811965812,0.8793103448275862,0.8103448275862069,0.8338736614598683,0.0321354014982793,329,0.896551724137931,0.9313304721030042,0.927038626609442,0.9183069409501258,0.015482723239024684,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,120,
36,0.1907057762145996,0.0006476840989404724,0.015284379323323568,9.807891120539166e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8376068376068376,0.8879310344827587,0.8103448275862069,0.8452942332252676,0.032137485005253395,278,0.9008620689655172,0.944206008583691,0.927038626609442,0.9240355680528834,0.017822047131321413,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,130,
37,0.20858359336853027,0.002880386279797244,0.0160982608795166,0.00013756662486383905,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8205128205128205,0.896551724137931,0.8189655172413793,0.8453433539640436,0.03621529528392541,267,0.9094827586206896,0.944206008583691,0.927038626609442,0.9269091312712742,0.014176003169211079,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,140,
38,0.2223191261291504,0.003403843880672168,0.017075538635253906,9.226583384672969e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8205128205128205,0.896551724137931,0.8275862068965517,0.8482169171824344,0.03429964403413183,243,0.9008620689655172,0.944206008583691,0.927038626609442,0.9240355680528834,0.017822047131321413,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,150,
39,0.2352751890818278,0.002031489872104505,0.018703222274780273,0.0007525397843503699,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8275862068965517,0.8481677964436586,0.022397871920369853,256,0.9094827586206896,0.9356223175965666,0.927038626609442,0.9240479009422328,0.01087895417386909,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,160,
40,0.24871460596720377,0.0014534013312692544,0.0191195805867513,5.6366822561475485e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8275862068965517,0.8481677964436586,0.022397871920369853,256,0.9094827586206896,0.9356223175965666,0.927038626609442,0.9240479009422328,0.01087895417386909,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,170,
41,0.26466870307922363,0.0020172657547786787,0.020156462987263996,7.893667543879564e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8275862068965517,0.8453187935946557,0.024043184162193528,271,0.9051724137931034,0.9399141630901288,0.927038626609442,0.9240417344975581,0.014340695190076951,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,180,
42,0.28061358133951825,0.003540560159788334,0.021528879801432293,0.00013487867212909905,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9008620689655172,0.9399141630901288,0.9227467811158798,0.9211743377238419,0.01598167591431412,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,190,
43,0.29468878110249835,0.0025331642285836313,0.022825082143147785,0.000624850334517223,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8103448275862069,0.8424452303762648,0.033058348430718344,291,0.9008620689655172,0.9356223175965666,0.927038626609442,0.9211743377238419,0.014784251403062224,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,200,
44,0.30825082461039227,0.0019434484366370247,0.023633321126302082,0.00011309124764146149,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8189655172413793,0.8453187935946557,0.03041190652689951,271,0.9094827586206896,0.944206008583691,0.927038626609442,0.9269091312712742,0.014176003169211079,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,210,
45,0.32569416364034015,0.0018808734199898063,0.025097370147705078,0.0008139068581392633,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8290598290598291,0.896551724137931,0.8189655172413793,0.8481923568130466,0.03444265851933575,246,0.9181034482758621,0.9399141630901288,0.9227467811158798,0.9269214641606235,0.009380753490360674,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,220,
46,0.3370492458343506,0.0013148652278087555,0.026081244150797527,0.0006358942589948152,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8290598290598291,0.896551724137931,0.8017241379310345,0.842445230376265,0.03985343567588731,290,0.9137931034482759,0.9399141630901288,0.9227467811158798,0.9254846825514281,0.010838189190893213,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,230,
47,0.35167908668518066,0.0015178486624945232,0.02649998664855957,0.00018156082259358484,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8376068376068376,0.8879310344827587,0.8189655172413793,0.8481677964436586,0.02912857738553346,256,0.9094827586206896,0.9399141630901288,0.927038626609442,0.9254785161067535,0.012472451057727176,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,240,
48,0.01566632588704427,0.0002607747342477962,0.0024286905924479165,2.4392083742080103e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7777777777777778,0.853448275862069,0.7672413793103449,0.7994891443167305,0.03839656956041327,436,0.8318965517241379,0.8927038626609443,0.8540772532188842,0.8595592225346554,0.025125302738151646,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,10,
49,0.029955625534057617,0.00012363070454485617,0.003512700398763021,1.5010064910670008e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8034188034188035,0.8706896551724138,0.7327586206896551,0.8022890264269575,0.05631577556013631,431,0.8836206896551724,0.8841201716738197,0.8669527896995708,0.878231217009521,0.007977658909358913,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,20,
50,0.04559032122294108,0.0016248026151040968,0.004572550455729167,4.270392605078281e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.811965811965812,0.8879310344827587,0.8189655172413793,0.8396207878966501,0.034279818284175805,299,0.8879310344827587,0.8969957081545065,0.9227467811158798,0.9025578412510482,0.014747588432082862,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,30,
51,0.061064720153808594,0.00019476020541833497,0.00583036740620931,0.0003398821282940382,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8103448275862069,0.839596227527262,0.034429030314622217,300,0.8793103448275862,0.9098712446351931,0.9098712446351931,0.8996842780326574,0.014406546328747664,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,40,
52,0.07417106628417969,0.0003766244395316051,0.006739457448323567,0.00010410283337040723,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7948717948717948,0.8793103448275862,0.7931034482758621,0.822428529325081,0.04022799575392418,352,0.8879310344827587,0.9055793991416309,0.9184549356223176,0.903988456415569,0.012512006480779402,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,50,
53,0.08901103337605794,0.00046791609981384303,0.0077737172444661455,2.819483812390082e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7948717948717948,0.8879310344827587,0.7844827586206896,0.822428529325081,0.04651104997743643,352,0.9008620689655172,0.9184549356223176,0.9012875536480687,0.9068681860786345,0.008194910332834723,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,60,
54,0.10519131024678548,0.0017505766187528662,0.008978764216105143,0.0004909079006889398,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.7758620689655172,0.825228411435308,0.04236401022109738,351,0.9008620689655172,0.9227467811158798,0.8884120171673819,0.904006955749593,0.014192409673560448,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,70,
55,0.11746883392333984,0.0010954968336015444,0.00992886225382487,0.00012893682244103424,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8290598290598291,0.8706896551724138,0.8017241379310345,0.8338245407210924,0.028355922367928502,339,0.896551724137931,0.9184549356223176,0.9055793991416309,0.9068620196339597,0.008987825277486856,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,80,
56,0.1318186124165853,0.001023782673406764,0.010920206705729166,0.0001789664924592918,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.811965811965812,0.8706896551724138,0.8017241379310345,0.8281265350230868,0.03038571341264616,349,0.8922413793103449,0.9184549356223176,0.9012875536480687,0.9039946228602437,0.010871485682581786,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,90,
57,0.1461179256439209,0.00033127195571737114,0.011896451314290365,6.696756838267327e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8017241379310345,0.8366981039394833,0.03213162831750567,324,0.9051724137931034,0.9227467811158798,0.9055793991416309,0.9111661980168714,0.00819039429060079,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,100,
58,0.16380389531453451,0.00048775151870135213,0.013645092646280924,0.00090999605298145,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8017241379310345,0.8367226643088713,0.03701329968348488,318,0.8922413793103449,0.9227467811158798,0.9098712446351931,0.9082864683538059,0.012504093242503149,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,110,
59,0.175612211227417,0.0006261923467544837,0.014074563980102539,0.00014242206107869423,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8290598290598291,0.8706896551724138,0.8017241379310345,0.8338245407210924,0.028355922367928502,339,0.9008620689655172,0.927038626609442,0.9055793991416309,0.9111600315721967,0.01139182854111495,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,120,
60,0.19153587023417154,0.0012505073691798708,0.014974355697631836,0.00026091403407071565,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8290598290598291,0.8706896551724138,0.8017241379310345,0.8338245407210924,0.028355922367928502,339,0.9008620689655172,0.9227467811158798,0.9055793991416309,0.9097294164076759,0.009403975718011017,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,130,
61,0.20594223340352377,0.002536952432012969,0.016325950622558594,2.7935360204116686e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8017241379310345,0.8366981039394833,0.03213162831750567,324,0.9051724137931034,0.927038626609442,0.9055793991416309,0.9125968131813921,0.010213255784728367,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,140,
62,0.21940716107686362,0.0002618377583587625,0.017284313837687176,0.00020972184483461617,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9008620689655172,0.9227467811158798,0.9055793991416309,0.9097294164076759,0.009403975718011017,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,150,
63,0.23469146092732748,0.001345471341576726,0.018674770991007488,0.0002694200507321124,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9094827586206896,0.9313304721030042,0.9098712446351931,0.916894825119629,0.01020877590498618,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,160,
64,0.2511707941691081,0.003057826127853479,0.02006387710571289,0.0007348815071408458,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9094827586206896,0.927038626609442,0.9098712446351931,0.9154642099551081,0.008185885047322034,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,170,
65,0.2632565498352051,0.0018968949646807748,0.020963191986083984,0.0006179082252731667,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.7931034482758621,0.8338245407210924,0.03535471784812836,339,0.9051724137931034,0.9313304721030042,0.9141630901287554,0.9168886586749544,0.010851499022748408,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,180,
66,0.2798171043395996,0.004373341949779155,0.0224454402923584,0.0008357046320600637,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.7931034482758621,0.8338245407210924,0.03535471784812836,339,0.896551724137931,0.927038626609442,0.9098712446351931,0.9111538651275222,0.012479226527109288,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,190,
67,0.2933867772420247,0.0018589816339330393,0.022121588389078777,0.00014228647330143996,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.7931034482758621,0.8338245407210924,0.03535471784812836,339,0.896551724137931,0.9313304721030042,0.9098712446351931,0.9125844802920428,0.014327399468657272,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,200,
68,0.30551902453104657,0.0005231938891883882,0.02395804723103841,0.0006114773108072314,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8017241379310345,0.8338491010904804,0.033048420636829064,330,0.896551724137931,0.9356223175965666,0.9098712446351931,0.9140150954565636,0.016217407170996283,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,210,
69,0.3208990891774495,0.002052718026838306,0.025246063868204754,0.00106202576509493,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.7931034482758621,0.8338245407210924,0.03535471784812836,339,0.9008620689655172,0.927038626609442,0.9141630901287554,0.9140212619012381,0.010687005472567136,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,220,
70,0.33658655484517414,0.003924577306654404,0.02684895197550456,0.001970608525938415,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8017241379310345,0.8338491010904804,0.033048420636829064,330,0.9008620689655172,0.927038626609442,0.9141630901287554,0.9140212619012381,0.010687005472567136,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,230,
71,0.35051337877909344,0.0011125433929476036,0.02650173505147298,7.88442066260345e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.7931034482758621,0.8309755378720896,0.03596302354896279,347,0.9051724137931034,0.927038626609442,0.9098712446351931,0.9140274283459128,0.009398163402505544,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,240,
72,0.01532904307047526,3.5407277317518946e-05,0.002455472946166992,5.489739867391095e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7521367521367521,0.8189655172413793,0.75,0.7737007564593772,0.032018904352610095,469,0.8577586206896551,0.8626609442060086,0.8583690987124464,0.8595962212027034,0.002181370543078959,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,10,
73,0.030072609583536785,0.00013956651547628447,0.003536224365234375,8.237215267151398e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7863247863247863,0.8362068965517241,0.6982758620689655,0.7736025149818252,0.05702417446115245,470,0.8577586206896551,0.8583690987124464,0.8369098712446352,0.8510125302155789,0.009975199693644621,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,20,
74,0.044936180114746094,0.00015241531209009762,0.004620154698689778,6.888752221145699e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7777777777777778,0.8706896551724138,0.6896551724137931,0.779374201787995,0.07391563846320853,464,0.8577586206896551,0.871244635193133,0.8454935622317596,0.8581656060381825,0.010516769702747147,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,30,
75,0.05911755561828613,0.0003285356690993651,0.0060685475667317705,0.00036338731979823727,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7863247863247863,0.8793103448275862,0.7155172413793104,0.793717457510561,0.06707226885854854,444,0.853448275862069,0.8884120171673819,0.8497854077253219,0.8638819002515908,0.017409750671651066,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,40,
76,0.07325251897176106,0.00025283285798286247,0.006653149922688802,3.1159847907620355e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7435897435897436,0.8620689655172413,0.7241379310344828,0.7765988800471559,0.060955967088924284,467,0.8491379310344828,0.8884120171673819,0.8369098712446352,0.8581532731488334,0.021970814789034124,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,50,
77,0.0896448294321696,0.0013034362883858318,0.0077063242594401045,3.073617343985606e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7350427350427351,0.8706896551724138,0.7241379310344828,0.7766234404165439,0.06666367454862596,466,0.8491379310344828,0.8841201716738197,0.8540772532188842,0.8624451186423956,0.015458658174770924,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,60,
78,0.10243185361226399,0.0002922720926627328,0.008721272150675455,0.00012071506211628931,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7606837606837606,0.8706896551724138,0.7241379310344828,0.7851704489635524,0.06228456410772431,456,0.8620689655172413,0.8841201716738197,0.8626609442060086,0.8696166937990232,0.010258354726450137,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,70,
79,0.11688510576883952,0.0011666935369340171,0.010047276814778646,0.0005574048372756203,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7606837606837606,0.8793103448275862,0.7758620689655172,0.8052853914922881,0.05270904759649153,384,0.853448275862069,0.8798283261802575,0.8927038626609443,0.8753268215677569,0.016339072424983444,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,80,
80,0.13255739212036133,0.0009590309031909441,0.01111133893330892,0.0005566465517927548,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7435897435897436,0.8793103448275862,0.7758620689655172,0.7995873857942825,0.05789178637227295,433,0.853448275862069,0.8884120171673819,0.8798283261802575,0.8738962064032361,0.014877462492036034,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,90,
81,0.14719033241271973,0.0016789061317238779,0.012759844462076822,0.0012289089070367239,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7606837606837606,0.8706896551724138,0.7758620689655172,0.8024118282738972,0.04867573998795058,411,0.8663793103448276,0.9012875536480687,0.8841201716738197,0.8839290118889053,0.014251871670698664,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,100,
82,0.1600492795308431,0.0008676404753068205,0.01404428482055664,0.000791607800996617,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7777777777777778,0.8620689655172413,0.7586206896551724,0.7994891443167305,0.04493642933782676,436,0.853448275862069,0.9055793991416309,0.8884120171673819,0.8824798973903606,0.021691873092380576,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,110,
83,0.1757813294728597,0.0017082214552169106,0.017206748326619465,0.0030373214108260133,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7863247863247863,0.8620689655172413,0.7586206896551724,0.8023381471657333,0.043724190396739276,421,0.8663793103448276,0.9012875536480687,0.8884120171673819,0.885359627053426,0.014413747527630234,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,120,
84,0.1882007916768392,0.0005131517564866745,0.014837185541788736,0.00012014030776141382,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7777777777777778,0.8706896551724138,0.7672413793103449,0.8052362707535122,0.046481989860464736,385,0.8620689655172413,0.8969957081545065,0.8841201716738197,0.8810616151151892,0.014421867978390669,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,130,
85,0.20268797874450684,0.0009171564745351734,0.016101757685343426,8.98633189288749e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7692307692307693,0.8706896551724138,0.75,0.7966401414677277,0.05294622102490506,441,0.8620689655172413,0.9055793991416309,0.8755364806866953,0.8810616151151892,0.018187629337644097,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,140,
86,0.2205518881479899,0.002063613803489431,0.017249266306559246,0.00010410538148589057,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7777777777777778,0.8793103448275862,0.75,0.8023627075351213,0.055579405048017845,415,0.8620689655172413,0.8969957081545065,0.8755364806866953,0.8782003847861476,0.014382666108913839,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,150,
87,0.23325181007385254,0.002067081280172575,0.01847362518310547,0.00039139516049503545,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7777777777777778,0.8706896551724138,0.7758620689655172,0.808109833971903,0.04425752667572884,377,0.8620689655172413,0.8884120171673819,0.8927038626609443,0.8810616151151892,0.013543646443947416,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,160,
88,0.24815638860066733,0.003803327825040117,0.019565105438232422,0.0005899592465791297,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7777777777777778,0.8793103448275862,0.7672413793103449,0.808109833971903,0.050529783182784595,377,0.8620689655172413,0.8884120171673819,0.8626609442060086,0.871047308963544,0.012281081058422542,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,170,
89,0.2629496256510417,0.0025075183723999874,0.02020915349324544,0.00015742347867918257,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7863247863247863,0.8879310344827587,0.7672413793103449,0.8138324000392966,0.05297168945521167,362,0.8577586206896551,0.8841201716738197,0.8669527896995708,0.8696105273543485,0.010924910973058926,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,180,
90,0.30722983678181964,0.0405877784271822,0.021954139073689777,0.0002963468664596921,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7606837606837606,0.8706896551724138,0.7672413793103449,0.7995382650555064,0.05038280677102186,435,0.8577586206896551,0.8798283261802575,0.8626609442060086,0.866749297025307,0.009462344554135997,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,190,
91,0.28995386759440106,0.0010287747659989222,0.022553364435831707,0.00039634421066789293,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7521367521367521,0.8706896551724138,0.7672413793103449,0.7966892622065035,0.05268827231838954,440,0.853448275862069,0.8884120171673819,0.8669527896995708,0.8696043609096739,0.014396502443947932,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,200,
92,0.30521416664123535,0.0014942655392318923,0.02354590098063151,0.00015737725288054395,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7521367521367521,0.8879310344827587,0.7586206896551724,0.7995628254248944,0.06254180276959563,434,0.853448275862069,0.8841201716738197,0.8626609442060086,0.8667431305806325,0.012850148698740082,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,210,
93,0.321595033009847,0.002397300771694225,0.02501678466796875,0.0005482487283594858,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7521367521367521,0.8879310344827587,0.75,0.7966892622065037,0.06452357286815143,439,0.8577586206896551,0.8884120171673819,0.8583690987124464,0.8681799121898278,0.014308429327291785,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,220,
94,0.3379197120666504,0.0027190541181546075,0.0253450870513916,7.882177360760537e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7521367521367521,0.8793103448275862,0.75,0.7938156989881128,0.060460137158495984,442,0.8620689655172413,0.8927038626609443,0.8583690987124464,0.871047308963544,0.01538780885700521,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,230,
95,0.34659870465596515,0.0017110962447507568,0.0280911127726237,0.001563324474599599,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7521367521367521,0.8793103448275862,0.75,0.7938156989881128,0.060460137158495984,442,0.8620689655172413,0.8884120171673819,0.8626609442060086,0.871047308963544,0.012281081058422542,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,240,
96,0.015275239944458008,9.898611868079167e-05,0.0024563471476236978,1.624087729727083e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7350427350427351,0.7758620689655172,0.7672413793103449,0.7593820611061991,0.017566657193869892,479,0.8189655172413793,0.7896995708154506,0.8540772532188842,0.8209141137585715,0.02631817203884608,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,10,
97,0.029616276423136394,0.00015748749825095435,0.003511190414428711,3.322326756114109e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7777777777777778,0.8103448275862069,0.6982758620689655,0.7621328224776501,0.047070420490887215,478,0.853448275862069,0.8111587982832618,0.8454935622317596,0.8367002121256967,0.018350154096318568,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,20,
98,0.04569856325785319,0.0013026914856209765,0.004558086395263672,9.749211391948869e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7692307692307693,0.8362068965517241,0.6810344827586207,0.7621573828470379,0.06354601533164606,477,0.8318965517241379,0.8412017167381974,0.8369098712446352,0.8366693799023235,0.0038026219944501945,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,30,
99,0.05952660242716471,0.0007731806407338206,0.005760510762532552,0.00015922569412379708,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7692307692307693,0.8448275862068966,0.6810344827586207,0.7650309460654289,0.0669341670114225,476,0.8448275862068966,0.8497854077253219,0.8369098712446352,0.8438409550589512,0.005302511397626914,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,40,
100,0.07340399424235027,0.00047335370885887295,0.006633758544921875,1.180111758305033e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7521367521367521,0.8189655172413793,0.6896551724137931,0.7535858139306416,0.05280067016569136,480,0.8491379310344828,0.8454935622317596,0.8369098712446352,0.8438471215036257,0.0051260405031216035,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,50,
101,0.08845750490824382,0.0017363000530026098,0.007675329844156901,9.711303800561534e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7435897435897436,0.8448275862068966,0.7155172413793104,0.7679781903919835,0.05553610581070406,475,0.8448275862068966,0.8669527896995708,0.8326180257510729,0.8481328005525134,0.014210614231449698,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,60,
102,0.10251283645629883,0.0005271193052937827,0.00878747304280599,0.00017637145880901965,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7606837606837606,0.8448275862068966,0.7068965517241379,0.7708026328715984,0.056762876654472785,473,0.8448275862068966,0.8626609442060086,0.8326180257510729,0.8467021853879927,0.012336391392672421,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,70,
103,0.1170199712117513,0.0012846306966768873,0.009839852650960287,2.6481520774879217e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7435897435897436,0.8189655172413793,0.7413793103448276,0.7679781903919837,0.036064776243290325,474,0.8491379310344828,0.8540772532188842,0.8497854077253219,0.8510001973262296,0.0021918046204266123,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,80,
104,0.1321401596069336,0.0031038436866515323,0.01116633415222168,0.0005722370072294905,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7350427350427351,0.8448275862068966,0.7327586206896551,0.7708763139797622,0.05229975967187154,471,0.8448275862068966,0.8583690987124464,0.8454935622317596,0.8495634157170343,0.006232491250331685,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,90,
105,0.14437278111775717,0.0007880081459898186,0.011575063069661459,0.00015637500417614285,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7350427350427351,0.8362068965517241,0.7413793103448276,0.7708763139797622,0.046268072584549506,471,0.8491379310344828,0.8755364806866953,0.8583690987124464,0.8610145034778748,0.010938296049958194,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,100,
106,0.1615593433380127,0.003105481760558875,0.012955824534098307,0.00010298824078291327,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7777777777777778,0.8362068965517241,0.7413793103448276,0.7851213282247764,0.03905989909811431,457,0.8620689655172413,0.8626609442060086,0.8497854077253219,0.8581717724828573,0.005934977959903616,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,110,
107,0.17370335261027017,0.0007287940380861234,0.014003435770670572,7.5302369339464005e-06,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7863247863247863,0.8275862068965517,0.7413793103448276,0.7850967678553885,0.03520452883073238,459,0.8577586206896551,0.8583690987124464,0.8497854077253219,0.8553043757091411,0.003910449808644728,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,120,
108,0.19225239753723145,0.0034273776409724428,0.015566746393839518,0.0006037051678532392,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7777777777777778,0.8275862068965517,0.7413793103448276,0.7822477650063857,0.03533546700448765,460,0.853448275862069,0.8583690987124464,0.8454935622317596,0.852436978935425,0.0053048343374544294,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,130,
109,0.2040700912475586,0.003603073118827816,0.016196012496948242,0.0002009610766292204,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7863247863247863,0.8448275862068966,0.75,0.793717457510561,0.039064531798058945,444,0.853448275862069,0.8626609442060086,0.8454935622317596,0.8538675940999457,0.007014823438068081,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,140,
110,0.21837266286214194,0.0014698276950277395,0.017476956049601238,0.000666891424711735,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7863247863247863,0.8362068965517241,0.75,0.7908438942921702,0.03533859085933836,453,0.8577586206896551,0.871244635193133,0.8454935622317596,0.8581656060381825,0.010516769702747147,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,150,
111,0.23407721519470215,0.0044454755474259994,0.018059174219767254,0.00018513222710284105,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7863247863247863,0.8448275862068966,0.75,0.793717457510561,0.039064531798058945,444,0.8491379310344828,0.8669527896995708,0.8454935622317596,0.8538614276552711,0.009375790673280628,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,160,
112,0.24702278772989908,0.0025795664668080416,0.01938311258951823,0.0001363774186843317,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7863247863247863,0.8362068965517241,0.75,0.7908438942921702,0.03533859085933836,453,0.853448275862069,0.8626609442060086,0.8454935622317596,0.8538675940999457,0.007014823438068081,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,170,
113,0.2622203826904297,0.00123457557385063,0.020308256149291992,0.0001267288384876131,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7777777777777778,0.8275862068965517,0.7413793103448276,0.7822477650063857,0.03533546700448765,460,0.853448275862069,0.8497854077253219,0.8497854077253219,0.8510063637709041,0.0017266925987240054,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,180,
114,0.2750562032063802,0.002703613720938877,0.02147356669108073,0.00013237454316164578,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.8362068965517241,0.7413793103448276,0.7851213282247764,0.03905989909811431,457,0.853448275862069,0.8669527896995708,0.8369098712446352,0.852436978935425,0.012285798805337719,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,190,
115,0.2904491424560547,0.0030482003405710263,0.023636420567830402,0.0015694222542784577,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7863247863247863,0.8362068965517241,0.7413793103448276,0.7879703310737792,0.03873068240725346,455,0.8577586206896551,0.8540772532188842,0.8412017167381974,0.8510125302155789,0.00709822336596467,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,200,
116,0.30601660410563153,0.000555284474454884,0.023538907368977863,0.0001110314637421639,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7777777777777778,0.8362068965517241,0.7327586206896551,0.7822477650063857,0.04235069487093545,460,0.8491379310344828,0.8626609442060086,0.8412017167381974,0.8510001973262296,0.008859105962599442,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,210,
117,0.31914854049682617,0.003236002463044952,0.02476819356282552,0.00038115196768891206,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7692307692307693,0.8362068965517241,0.7327586206896551,0.7793987621573829,0.04284022646085045,463,0.8577586206896551,0.8626609442060086,0.8369098712446352,0.8524431453800997,0.011164531576690055,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,220,
118,0.3345324993133545,0.0024375547776037555,0.02594105402628581,0.0006742901277655848,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7692307692307693,0.8362068965517241,0.7241379310344828,0.776525198938992,0.046041791064222716,468,0.8577586206896551,0.8626609442060086,0.8369098712446352,0.8524431453800997,0.011164531576690055,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,230,
119,0.3464156786600749,0.0011473854479095108,0.026754299799601238,0.0003365975752759387,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7863247863247863,0.8275862068965517,0.7241379310344828,0.779349641418607,0.04251961060934377,465,0.8577586206896551,0.871244635193133,0.8369098712446352,0.8553043757091411,0.01412412811864976,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,240,
120,0.016983906428019207,6.30719166206363e-05,0.002558549245198568,2.9847323033354952e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9316239316239316,0.9482758620689655,0.9137931034482759,0.9312309657137243,0.014080269343496824,56,0.9827586206896551,0.9914163090128756,0.9828326180257511,0.9856691825760939,0.004063944357534381,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,10,
121,0.03286083539326986,0.0002774803289848437,0.0038247108459472656,0.00028972210053422614,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.905982905982906,0.9482758620689655,0.896551724137931,0.9169368307299343,0.022492042469872728,89,0.9956896551724138,0.9957081545064378,0.9871244635193133,0.9928407577327216,0.004042037457110315,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,20,
122,0.04810778299967448,0.0004037638796595294,0.004701455434163411,4.0177755545576256e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.9051724137931034,0.9283819628647215,0.02144689871193133,58,1.0,0.9914163090128756,0.9871244635193133,0.9928469241773964,0.005352871797959869,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,30,
123,0.06380677223205566,0.00016545298894429347,0.005853017171223958,7.165693653220336e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9230769230769231,0.9655172413793104,0.896551724137931,0.9283819628647215,0.02840385217366758,58,1.0,0.9957081545064378,0.9957081545064378,0.9971387696709586,0.002023195368201841,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,40,
124,0.07935905456542969,9.656472447212409e-05,0.006920655568440755,0.0001298586041136409,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.896551724137931,0.93692897141173,0.029363192736685965,47,1.0,0.9957081545064378,0.9914163090128756,0.9957081545064378,0.003504277171363611,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,50,
125,0.0962982972462972,0.001007084449373658,0.008109092712402344,4.7305514622634534e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.896551724137931,0.93692897141173,0.029363192736685965,47,0.9956896551724138,0.9957081545064378,0.9914163090128756,0.9942713728972423,0.0020188491596619448,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,60,
126,0.11144757270812988,0.00024351233797845,0.009275356928507486,0.0003861381227381594,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9316239316239316,0.9568965517241379,0.896551724137931,0.9283574024953335,0.024743715882532585,65,0.9956896551724138,0.9957081545064378,0.9914163090128756,0.9942713728972423,0.0020188491596619448,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,70,
127,0.1287351449330648,0.0021702794581009905,0.010223150253295898,0.00011202240140703998,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9230769230769231,0.9655172413793104,0.896551724137931,0.9283819628647215,0.02840385217366758,58,0.9956896551724138,0.9957081545064378,0.9914163090128756,0.9942713728972423,0.0020188491596619448,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,80,
128,0.14183417956034342,0.0014064257934882347,0.011249144872029623,5.4879908316176235e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9316239316239316,0.9655172413793104,0.896551724137931,0.9312309657137243,0.028156425657952233,56,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,90,
129,0.15804489453633627,0.0007405238933706746,0.012352228164672852,0.00011896601331294814,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.896551724137931,0.9255083996463306,0.024695594922076573,66,0.9956896551724138,0.9957081545064378,0.9914163090128756,0.9942713728972423,0.0020188491596619448,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,100,
130,0.17285569508870444,0.0009257746113809546,0.013256152470906576,5.877435743293784e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.896551724137931,0.9255083996463306,0.024695594922076573,66,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,110,
131,0.19373814264933267,0.0025932771008820026,0.014905611673990885,0.00038623919375647525,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.896551724137931,0.9255083996463306,0.024695594922076573,66,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,120,
132,0.2096587816874186,0.004140438414575299,0.0169982115427653,0.0009307138702325664,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.896551724137931,0.9255083996463306,0.024695594922076573,66,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,130,
133,0.2221219539642334,0.0017539116348746608,0.01704295476277669,0.0010085190691740506,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9230769230769231,0.9482758620689655,0.896551724137931,0.9226348364279399,0.021118604619798736,73,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,140,
134,0.23655525843302408,0.001110690231429238,0.017687002817789715,0.00023871088652793095,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9230769230769231,0.9482758620689655,0.896551724137931,0.9226348364279399,0.021118604619798736,73,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,150,
135,0.2528555393218994,0.0024970647231455905,0.01931476593017578,0.00043579425052847756,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9230769230769231,0.9655172413793104,0.896551724137931,0.9283819628647215,0.02840385217366758,58,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,160,
136,0.266388734181722,0.0011878070293474864,0.020421822865804035,0.0005015861654241538,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9230769230769231,0.9655172413793104,0.896551724137931,0.9283819628647215,0.02840385217366758,58,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,170,
137,0.28106244405110675,0.0006528770930433465,0.021027008692423504,0.0004939076404882099,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9230769230769231,0.9655172413793104,0.896551724137931,0.9283819628647215,0.02840385217366758,58,0.9956896551724138,0.9957081545064378,0.9957081545064378,0.9957019880617631,8.72066969052766e-06,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,180,
138,0.29936059315999347,0.0024539938597429867,0.02260168393452962,0.0005001533236149277,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9230769230769231,0.9655172413793104,0.896551724137931,0.9283819628647215,0.02840385217366758,58,0.9956896551724138,1.0,0.9957081545064378,0.9971326032262838,0.0020275697685945924,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,190,
139,0.3112012545267741,0.0010958742959840469,0.0228421688079834,0.0003007173831198398,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9230769230769231,0.9741379310344828,0.896551724137931,0.9312555260831124,0.03219805413890998,51,0.9956896551724138,1.0,0.9957081545064378,0.9971326032262838,0.0020275697685945924,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,200,
140,0.32584547996520996,0.0008284784788604374,0.024010340372721355,0.0004307767548576176,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9230769230769231,0.9741379310344828,0.896551724137931,0.9312555260831124,0.03219805413890998,51,0.9956896551724138,1.0,0.9957081545064378,0.9971326032262838,0.0020275697685945924,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,210,
141,0.3429693380991618,0.0023438158714984792,0.02558477719624837,0.00031949686924619483,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9230769230769231,0.9741379310344828,0.896551724137931,0.9312555260831124,0.03219805413890998,51,0.9956896551724138,1.0,0.9914163090128756,0.9957019880617631,0.003504288022383435,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,220,
142,0.3590041796366374,0.0034146866809898198,0.026393969853719074,0.0006977977400249063,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9230769230769231,0.9741379310344828,0.896551724137931,0.9312555260831124,0.03219805413890998,51,0.9956896551724138,1.0,0.9957081545064378,0.9971326032262838,0.0020275697685945924,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,230,
143,0.3728073438008626,0.004025905404553555,0.026963313420613606,5.8686603965765834e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9230769230769231,0.9741379310344828,0.896551724137931,0.9312555260831124,0.03219805413890998,51,0.9956896551724138,0.9957081545064378,0.9914163090128756,0.9942713728972423,0.0020188491596619448,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,240,
144,0.016214291254679363,0.0002004656847868447,0.0024095376332600913,5.900216254813917e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8888888888888888,0.9137931034482759,0.9051724137931034,0.9026181353767561,0.010326284565004016,137,0.9698275862068966,0.9570815450643777,0.9656652360515021,0.9641914557742588,0.005306876823574577,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,10,
145,0.0315400759379069,0.00018967056697877176,0.0036340554555257163,0.0001001831603716955,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9145299145299145,0.9224137931034483,0.8879310344827587,0.9082915807053737,0.014752463459887915,127,0.978448275862069,0.9828326180257511,0.9828326180257511,0.9813711706378571,0.0020667987166544796,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,20,
146,0.047435760498046875,9.11122976663687e-05,0.004912376403808594,0.00018864409612848586,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8974358974358975,0.9310344827586207,0.8879310344827587,0.905467138225759,0.01849058201330303,134,0.9827586206896551,0.9742489270386266,0.9785407725321889,0.9785161067534901,0.0034741116667015536,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,30,
147,0.06335218747456868,0.0015716831746898832,0.006005605061848958,0.0004485825695777004,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.905982905982906,0.9224137931034483,0.896551724137931,0.9083161410747618,0.01068627288595648,125,0.9741379310344828,0.9742489270386266,0.9828326180257511,0.9770731586996201,0.004072804834120352,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,40,
148,0.07867622375488281,0.0003147346195017105,0.006921688715616862,5.6401435564814926e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.896551724137931,0.9197612732095491,0.017752407608542246,81,0.9827586206896551,0.9828326180257511,0.9871244635193133,0.9842385674115732,0.0020408603022482896,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,50,
149,0.09361084302266438,0.0005060654486136329,0.00802763303120931,7.428293803518939e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.8879310344827587,0.9168877099911583,0.021565039301964673,106,0.9870689655172413,0.9785407725321889,0.9785407725321889,0.9813835035272064,0.0040202287273321,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,60,
150,0.10993774731953938,0.0009695806854343318,0.008913040161132812,0.00021488282657595802,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.896551724137931,0.9197612732095491,0.017752407608542246,81,0.978448275862069,0.9742489270386266,0.9785407725321889,0.9770793251442947,0.0020017498987841107,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,70,
151,0.12462917963663737,0.0008980727612891777,0.010079145431518555,6.272206332807759e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.978448275862069,0.9785407725321889,0.9785407725321889,0.9785099403088156,4.3603348452638294e-05,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,80,
152,0.1425480842590332,0.0026084746055427344,0.011236349741617838,0.00011160593009855828,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.905982905982906,0.9224137931034483,0.8793103448275862,0.9025690146379802,0.01776171545588431,141,0.978448275862069,0.9785407725321889,0.9742489270386266,0.9770793251442949,0.0020017498987841107,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,90,
153,0.1565385659535726,0.000890434085988029,0.012195746103922525,0.00014396749276494473,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8974358974358975,0.9310344827586207,0.8793103448275862,0.902593575007368,0.0214289187723134,138,0.9741379310344828,0.9742489270386266,0.9742489270386266,0.9742119283705787,5.232401814316596e-05,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,100,
154,0.17363373438517252,0.0014089146217404088,0.013623714447021484,0.0004939379719461806,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9145299145299145,0.9224137931034483,0.8793103448275862,0.905418017486983,0.018739384801503275,136,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,110,
155,0.18654680252075195,0.0002715490976924446,0.014607508977254232,3.143892490246108e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.905982905982906,0.9310344827586207,0.8793103448275862,0.905442577856371,0.021119747110866227,135,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,120,
156,0.20213007926940918,0.0025160165763300165,0.015516916910807291,0.00048033253078133255,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9145299145299145,0.9310344827586207,0.8793103448275862,0.9082915807053737,0.021572114992229767,127,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,130,
157,0.21689128875732422,0.0009712662197289113,0.016824007034301758,0.00038247532226506594,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9145299145299145,0.9396551724137931,0.8793103448275862,0.9111651439237646,0.024750297170286917,123,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,140,
158,0.23273698488871256,0.0019189646217347065,0.017970561981201172,0.0002405983305720468,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.905982905982906,0.9396551724137931,0.8793103448275862,0.9083161410747618,0.024690855845807394,125,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,150,
159,0.25077112515767414,0.002346694396699514,0.01933399836222331,0.0007252197912643428,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9145299145299145,0.9310344827586207,0.8793103448275862,0.9082915807053737,0.021572114992229767,127,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,160,
160,0.26349973678588867,0.0027856397513926308,0.020345608393351238,0.0010256460300894236,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9145299145299145,0.9396551724137931,0.8793103448275862,0.9111651439237646,0.024750297170286917,123,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,170,
161,0.27904287974039715,0.0016014201700639682,0.02112261454264323,0.0004234853743275474,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9145299145299145,0.9310344827586207,0.8793103448275862,0.9082915807053737,0.021572114992229767,127,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,180,
162,0.29531296094258624,0.0010461844983009182,0.022313435872395832,0.00038205669530821994,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9145299145299145,0.9310344827586207,0.8793103448275862,0.9082915807053737,0.021572114992229767,127,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,190,
163,0.31232349077860516,0.0019739360584029777,0.022960186004638672,7.58083606368075e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9145299145299145,0.9310344827586207,0.8793103448275862,0.9082915807053737,0.021572114992229767,127,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,200,
164,0.32528845469156903,0.001215155550256898,0.0243832270304362,0.00039109583417557177,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.905982905982906,0.9224137931034483,0.8793103448275862,0.9025690146379802,0.01776171545588431,141,0.9698275862068966,0.9785407725321889,0.9742489270386266,0.974205761925904,0.0035572743690483353,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,210,
165,0.34388160705566406,0.006290981727557362,0.02517565091451009,6.468319436841203e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9145299145299145,0.9310344827586207,0.8793103448275862,0.9082915807053737,0.021572114992229767,127,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,220,
166,0.36081886291503906,0.0046054852415628395,0.027253150939941406,0.0009328802808419775,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.905982905982906,0.9224137931034483,0.8793103448275862,0.9025690146379802,0.01776171545588431,141,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,230,
167,0.3764394124348958,0.000747111424059409,0.02814459800720215,0.0007786598464930407,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.905982905982906,0.9224137931034483,0.8793103448275862,0.9025690146379802,0.01776171545588431,141,0.9741379310344828,0.9785407725321889,0.9742489270386266,0.9756425435350994,0.002049858290697431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,240,
168,0.016215721766153973,0.00022347188768432602,0.002357641855875651,3.072137469292578e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8717948717948718,0.853448275862069,0.8275862068965517,0.8509431181844974,0.018134835249046907,242,0.9698275862068966,0.9227467811158798,0.9227467811158798,0.9384403828128853,0.022194104362386717,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,10,
169,0.03253936767578125,0.0003545873988842656,0.0036503473917643228,9.886110705605056e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8717948717948718,0.8879310344827587,0.8362068965517241,0.8653109342764514,0.02160829617661168,213,0.9612068965517241,0.9313304721030042,0.9399141630901288,0.9441505105816191,0.012559462953261132,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,20,
170,0.04662299156188965,0.0003491797798543976,0.0047461191813151045,0.0001846795026409443,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8717948717948718,0.896551724137931,0.8620689655172413,0.8768051871500147,0.01451648730447954,196,0.9612068965517241,0.944206008583691,0.9356223175965666,0.9470117409106606,0.010631612310969082,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,30,
171,0.06147543589274088,0.0003217802603143557,0.00554196039835612,0.00012339312555507883,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8803418803418803,0.9051724137931034,0.8448275862068966,0.8767806267806267,0.02476403910643972,199,0.9655172413793104,0.9613733905579399,0.927038626609442,0.9513097528488975,0.017245454504615197,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,40,
172,0.07663154602050781,0.00019623611289175844,0.00674589474995931,8.034395607451887e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8547008547008547,0.9137931034482759,0.8706896551724138,0.8797278711071814,0.024956501837789594,168,0.9655172413793104,0.9613733905579399,0.9399141630901288,0.9556015983424597,0.011220950450073274,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,50,
173,0.09384767214457194,0.0010002554078135354,0.007941246032714844,0.0001938517528624744,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8461538461538461,0.896551724137931,0.853448275862069,0.8653846153846154,0.022238760115660006,211,0.9655172413793104,0.9570815450643777,0.9399141630901288,0.954170983177939,0.010653103846347108,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,60,
174,0.10854069391886394,0.0006515592084008401,0.009018500645955404,3.748575657646557e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8717948717948718,0.9051724137931034,0.8448275862068966,0.8739316239316239,0.02468196151541572,206,0.9655172413793104,0.9527896995708155,0.9356223175965666,0.9513097528488975,0.01224933464094554,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,70,
175,0.12709482510884604,0.003738976237886356,0.010442415873209635,0.0005481894306792929,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8706896551724138,0.8825768739561842,0.022281304637734183,156,0.9612068965517241,0.9570815450643777,0.9399141630901288,0.9527342015687436,0.009220255642457714,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,80,
176,0.13838068644205728,0.0004544486328866785,0.01123205820719401,0.0001216287395561128,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8547008547008547,0.9051724137931034,0.8620689655172413,0.8739807446703999,0.022260015442429587,200,0.9612068965517241,0.9527896995708155,0.9313304721030042,0.9484423560751812,0.01257841354760319,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,90,
177,0.1534881591796875,0.0009563851175158123,0.01398793856302897,0.0011536239854947178,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8547008547008547,0.896551724137931,0.8620689655172413,0.8711071814520089,0.01824172558764512,207,0.9612068965517241,0.9527896995708155,0.9313304721030042,0.9484423560751812,0.01257841354760319,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,100,
178,0.16993029912312826,0.0013548991220401162,0.013329823811848959,9.375769994076034e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8717948717948718,0.9051724137931034,0.8620689655172413,0.8796787503684055,0.018458845564103727,182,0.9568965517241379,0.9570815450643777,0.944206008583691,0.9527280351240689,0.00602645600112051,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,110,
179,0.18632260958353677,0.0009355154625038142,0.014332453409830729,0.0003793740990322003,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8706896551724138,0.8825768739561842,0.022281304637734183,156,0.9568965517241379,0.9527896995708155,0.9356223175965666,0.9484361896305066,0.009214591545621407,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,120,
180,0.19921700159708658,0.0021189592319697725,0.015727122624715168,0.0003903153334430027,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8547008547008547,0.9224137931034483,0.8706896551724138,0.8826014343255723,0.02889842404842145,148,0.9568965517241379,0.9527896995708155,0.944206008583691,0.9512974199595482,0.005287257961586477,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,130,
181,0.21284238497416177,0.0009753814573503036,0.01638634999593099,6.834407180501173e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8547008547008547,0.9137931034482759,0.8620689655172413,0.8768543078887907,0.026292308473388506,183,0.9568965517241379,0.9527896995708155,0.9399141630901288,0.9498668047950275,0.007234540590430409,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,140,
182,0.23180905977884927,0.0013339073881839122,0.01988673210144043,0.0029409297395259324,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8547008547008547,0.9137931034482759,0.8620689655172413,0.8768543078887907,0.026292308473388506,183,0.9568965517241379,0.9527896995708155,0.9399141630901288,0.9498668047950275,0.007234540590430409,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,150,
183,0.2455767790476481,0.001725342437291895,0.018718401590983074,0.0001529914681300013,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9568965517241379,0.9527896995708155,0.9399141630901288,0.9498668047950275,0.007234540590430409,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,160,
184,0.26160510381062824,0.0021352749871558717,0.02054421106974284,0.0009533749415134432,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9527896995708155,0.9399141630901288,0.9498668047950275,0.007234540590430409,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,170,
185,0.2774189313252767,0.0016430646126542833,0.02098711331685384,0.00023143476489047036,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9527896995708155,0.9399141630901288,0.9498668047950275,0.007234540590430409,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,180,
186,0.293287992477417,0.0008475770315422611,0.021813472112019856,0.00011146475846255348,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8547008547008547,0.9137931034482759,0.853448275862069,0.8739807446703999,0.028156232844973986,200,0.9568965517241379,0.9527896995708155,0.9356223175965666,0.9484361896305066,0.009214591545621407,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,190,
187,0.3044567108154297,0.0007000077755235332,0.024098793665568035,0.0016384769631347348,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9527896995708155,0.9399141630901288,0.9498668047950275,0.007234540590430409,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,200,
188,0.3223581314086914,0.004441083694183925,0.024064938227335613,0.0001482125580798309,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8632478632478633,0.9224137931034483,0.8620689655172413,0.8825768739561844,0.028173066870376424,151,0.9525862068965517,0.9527896995708155,0.944206008583691,0.9498606383503527,0.003999289992455549,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,210,
189,0.3390991687774658,0.005949443747113568,0.0267028013865153,0.001087311484235745,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8717948717948718,0.9224137931034483,0.8620689655172413,0.8854258768051873,0.02645408320462322,145,0.9525862068965517,0.9527896995708155,0.9484978540772532,0.9512912535148734,0.0019769779345746794,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,220,
190,0.3569192886352539,0.004371578836641873,0.026993433634440105,0.00027263560375862363,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8632478632478633,0.9224137931034483,0.8620689655172413,0.8825768739561844,0.028173066870376424,151,0.9525862068965517,0.9527896995708155,0.9399141630901288,0.948430023185832,0.006022195457600309,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,230,
191,0.364593505859375,0.002589392883511597,0.027170578638712566,0.00010938023805774054,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8632478632478633,0.9224137931034483,0.8620689655172413,0.8825768739561844,0.028173066870376424,151,0.9525862068965517,0.9527896995708155,0.9484978540772532,0.9512912535148734,0.0019769779345746794,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,240,
192,0.01625974973042806,0.000398372705752851,0.002422968546549479,5.2467016542295356e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7435897435897436,0.8620689655172413,0.7672413793103449,0.79096669613911,0.05119569969639557,450,0.9094827586206896,0.9012875536480687,0.8540772532188842,0.8882825218292142,0.024417079359394273,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,10,
193,0.031061967213948567,0.00028886234171933504,0.0036079883575439453,1.8468849687444587e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.811965811965812,0.8879310344827587,0.8017241379310345,0.8338736614598684,0.038452331141822775,328,0.9396551724137931,0.9012875536480687,0.8969957081545065,0.9126461447387895,0.01917847172216789,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,20,
194,0.0453957716623942,0.0009546993693963887,0.004744688669840495,0.00012633055373441492,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8376068376068376,0.8706896551724138,0.8189655172413793,0.8424206700068769,0.021388881036010603,295,0.9181034482758621,0.9055793991416309,0.9184549356223176,0.9140459276799368,0.005988459176123234,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,30,
195,0.06108013788859049,0.0003805159692543766,0.005756934483846028,6.909487610472468e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8547008547008547,0.8620689655172413,0.8275862068965517,0.8481186757048825,0.014826979255722727,266,0.9267241379310345,0.9098712446351931,0.927038626609442,0.9212113363918899,0.008019683558592498,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,40,
196,0.07653951644897461,0.00040481930176438936,0.006787538528442383,0.00030075865097562934,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8290598290598291,0.896551724137931,0.8275862068965517,0.8510659200314373,0.032168946433693564,226,0.9181034482758621,0.9227467811158798,0.9184549356223176,0.9197683883380199,0.0021109245199021106,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,50,
197,0.0919047196706136,0.001862893708069112,0.00801865259806315,0.00024331347699927246,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8461538461538461,0.896551724137931,0.8103448275862069,0.8510167992926614,0.03536140540375108,234,0.9224137931034483,0.9313304721030042,0.9184549356223176,0.9240664002762567,0.0053847434335095555,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,60,
198,0.10695807139078777,0.0011072037025155693,0.009306907653808594,0.0005623182258510319,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8461538461538461,0.8879310344827587,0.8189655172413793,0.8510167992926614,0.028364260105697363,234,0.9396551724137931,0.9141630901287554,0.9184549356223176,0.9240910660549554,0.011144087804663154,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,70,
199,0.12270474433898926,0.0021040459012390926,0.010038137435913086,0.0001512319449094549,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8376068376068376,0.8879310344827587,0.8189655172413793,0.8481677964436586,0.02912857738553346,256,0.9396551724137931,0.9227467811158798,0.9227467811158798,0.9283829115485176,0.007970692097140082,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,80,
200,0.13523443539937338,0.0006079937839798405,0.011130889256795248,0.00018186512675667264,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8189655172413793,0.8424697907456529,0.032152159579587204,285,0.9267241379310345,0.9184549356223176,0.9184549356223176,0.9212113363918899,0.0038981393516647647,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,90,
201,0.1518705685933431,0.002730587674639225,0.01310125986735026,0.0010553957288453606,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8275862068965517,0.8453187935946557,0.024043184162193528,271,0.9310344827586207,0.9098712446351931,0.9227467811158798,0.9212175028365645,0.008707264438728303,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,100,
202,0.16433207194010416,0.0003900658301662911,0.013224601745605469,1.676519485304029e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8362068965517241,0.8510659200314373,0.026230359523081823,226,0.9267241379310345,0.9184549356223176,0.9227467811158798,0.9226419515564107,0.003376701411439468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,110,
203,0.1815637747446696,0.0013736861338995683,0.014421542485555014,0.00027358129967492974,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8275862068965517,0.8453433539640436,0.030252174552214642,267,0.9310344827586207,0.9227467811158798,0.9227467811158798,0.9255093483301268,0.003906860021355292,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,120,
204,0.19681175549825033,0.002405403003052554,0.015346686045328775,1.5549490026755264e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8275862068965517,0.8424697907456528,0.02620976939401646,286,0.9310344827586207,0.9227467811158798,0.9227467811158798,0.9255093483301268,0.003906860021355292,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,130,
205,0.21352426211039224,0.001798044557497336,0.01690332094828288,0.00020745086619845194,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8362068965517241,0.8453433539640436,0.02485817581027366,267,0.9310344827586207,0.9227467811158798,0.9227467811158798,0.9255093483301268,0.003906860021355292,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,140,
206,0.22910873095194498,0.00272868067289357,0.017618894577026367,0.00010533155457347567,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8275862068965517,0.8424697907456528,0.02620976939401646,286,0.9310344827586207,0.9141630901287554,0.9227467811158798,0.9226481180010854,0.006888070514807158,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,150,
207,0.24367133776346842,0.0014092439911130735,0.01900927225748698,0.00020575273199661335,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8275862068965517,0.8424697907456528,0.02620976939401646,286,0.9310344827586207,0.9141630901287554,0.9227467811158798,0.9226481180010854,0.006888070514807158,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,160,
208,0.2558884620666504,0.002127606211474071,0.01983475685119629,0.00026545964713559815,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8275862068965517,0.8481677964436586,0.022397871920369853,256,0.9267241379310345,0.9098712446351931,0.9227467811158798,0.9197807212273691,0.007192734137397634,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,170,
209,0.26908278465270996,0.0014454067842948424,0.02075680096944173,0.00013424389287347856,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8189655172413793,0.8452942332252676,0.025228245977448258,278,0.9224137931034483,0.9098712446351931,0.9227467811158798,0.9183439396181736,0.005992642180767724,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,180,
210,0.2854123115539551,0.003726476671137602,0.022001266479492188,0.00011654954317345969,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8205128205128205,0.8706896551724138,0.8103448275862069,0.8338491010904804,0.026378865768348376,330,0.9224137931034483,0.9055793991416309,0.9141630901287554,0.9140520941246115,0.006873060701032717,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,190,
211,0.3014935652414958,0.0034425876890766057,0.022751569747924805,0.0002783039012409744,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8290598290598291,0.8706896551724138,0.8103448275862069,0.8366981039394833,0.025220784899960692,324,0.9267241379310345,0.9141630901287554,0.9141630901287554,0.9183501060628485,0.005921334719866606,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,200,
212,0.3166321913401286,0.0010226831915951912,0.02362545331319173,0.0007972363245985649,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8017241379310345,0.8338491010904804,0.033048420636829064,330,0.9267241379310345,0.9141630901287554,0.9141630901287554,0.9183501060628485,0.005921334719866606,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,210,
213,0.3326380252838135,0.006619100158105431,0.027274052302042644,0.0017637051448580398,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9267241379310345,0.9141630901287554,0.9141630901287554,0.9183501060628485,0.005921334719866606,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,220,
214,0.35054318110148114,0.0028233662247059634,0.02639118830362956,0.0007389207426704851,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8017241379310345,0.8338491010904804,0.033048420636829064,330,0.9310344827586207,0.9141630901287554,0.9141630901287554,0.9197868876720438,0.007953250757758976,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,230,
215,0.3612350622812907,0.001245417361221308,0.026941378911336262,7.898274929972965e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9353448275862069,0.9098712446351931,0.9141630901287554,0.9197930541167185,0.011135475681199115,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,240,
216,0.015871763229370117,0.00022520053609144584,0.002425034840901693,6.367050873499748e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7863247863247863,0.8448275862068966,0.7758620689655172,0.8023381471657335,0.030346679512587318,418,0.8491379310344828,0.8540772532188842,0.8540772532188842,0.8524308124907504,0.002328418807370257,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,10,
217,0.030610005060831707,0.0006991709374594804,0.0035132567087809243,3.6398916784239574e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7413793103448276,0.793717457510561,0.046049625032652856,444,0.896551724137931,0.8884120171673819,0.8583690987124464,0.8811109466725865,0.016420666731758023,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,20,
218,0.04513939221700033,9.608876761525943e-05,0.004722436269124349,0.0001581197976255926,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7948717948717948,0.8706896551724138,0.7672413793103449,0.8109342764515178,0.04373319814955899,371,0.8836206896551724,0.8969957081545065,0.8755364806866953,0.8853842928321246,0.008849004953595344,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,30,
219,0.059526522954305015,0.0004041681960497409,0.00566403071085612,5.44661085022485e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8034188034188035,0.8879310344827587,0.7586206896551724,0.8166568425189116,0.05361421191729739,357,0.875,0.9184549356223176,0.8755364806866953,0.8896638054363376,0.020359581461338778,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,40,
220,0.07585080464680989,0.001234078246354061,0.007962783177693685,0.001066669381247859,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7777777777777778,0.8620689655172413,0.7586206896551724,0.7994891443167305,0.04493642933782676,436,0.8793103448275862,0.9055793991416309,0.8755364806866953,0.8868087415519708,0.013361978456293399,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,50,
221,0.0894640286763509,0.0002472434257729537,0.007843414942423502,5.2939066521416755e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8034188034188035,0.8793103448275862,0.7758620689655172,0.8195304057373023,0.043742231627728466,354,0.8836206896551724,0.9141630901287554,0.8755364806866953,0.8911067534902077,0.016633993368080705,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,60,
222,0.10387786229451497,0.0005419167533631507,0.008791128794352213,5.980912208993652e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7948717948717948,0.8793103448275862,0.7672413793103449,0.8138078396699086,0.047671050631547064,366,0.8836206896551724,0.9055793991416309,0.871244635193133,0.8868149079966455,0.014197917146762985,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,70,
223,0.1202985445658366,0.0009280893977658741,0.010098616282145182,0.00014274051282484997,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7863247863247863,0.8793103448275862,0.7758620689655172,0.8138324000392966,0.046496509215988205,362,0.8793103448275862,0.8927038626609443,0.8669527896995708,0.8796556657293669,0.010515666869308226,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,80,
224,0.13219968477884927,0.000391871975972665,0.011605262756347656,0.0007663170239062243,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7692307692307693,0.8706896551724138,0.7672413793103449,0.8023872679045093,0.04830390942035626,412,0.8836206896551724,0.8798283261802575,0.8626609442060086,0.8753699866804795,0.00911903962943819,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,90,
225,0.14834968249003092,0.0005803271577538818,0.013414541880289713,0.0015797472600783675,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7777777777777778,0.8706896551724138,0.7672413793103449,0.8052362707535122,0.046481989860464736,385,0.8836206896551724,0.8841201716738197,0.871244635193133,0.8796618321740417,0.0059553490988243475,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,100,
226,0.16176764170328775,0.000902181391915492,0.013053417205810547,6.760109253191382e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7863247863247863,0.8706896551724138,0.7758620689655172,0.8109588368209057,0.04245150259877439,368,0.8793103448275862,0.8755364806866953,0.871244635193133,0.8753638202358048,0.003295074779151861,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,110,
227,0.17866023381551108,0.0011262276303985956,0.014753897984822592,0.0011831482264764075,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7948717948717948,0.8620689655172413,0.7758620689655172,0.8109342764515178,0.03698116402660612,371,0.8879310344827587,0.8669527896995708,0.8755364806866953,0.8768067682896749,0.008611306965904389,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,120,
228,0.1921839714050293,0.0002707916616465139,0.015701929728190105,0.0008087062922602204,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7948717948717948,0.8620689655172413,0.7672413793103449,0.808060713233127,0.03982066843665493,381,0.8836206896551724,0.8626609442060086,0.871244635193133,0.8725087563514381,0.008603341755798202,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,130,
229,0.20996697743733725,0.002695470558908007,0.016867319742838543,0.0007482912187771999,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.871244635193133,0.8725087563514381,0.008603341755798202,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,140,
230,0.22310527165730795,0.0029660355049656983,0.0182036558787028,0.0006105050355129166,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.8669527896995708,0.8710781411869174,0.009040340185120222,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,150,
231,0.23941469192504883,0.001982262365048526,0.019538084665934246,0.0006678600295515655,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8583690987124464,0.871244635193133,0.8710781411869172,0.01030959105154903,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,160,
232,0.25151515007019043,0.0024560046483799443,0.01920159657796224,0.00021035683829565013,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.8669527896995708,0.8710781411869174,0.009040340185120222,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,170,
233,0.26839208602905273,0.001921224319350875,0.020378828048706055,0.00016606751146385507,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.8626609442060086,0.8696475260223965,0.009880518759365063,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,180,
234,0.28128886222839355,0.0030822562108528983,0.021661996841430664,9.529965694503622e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8793103448275862,0.8626609442060086,0.8626609442060086,0.8682107444132011,0.007848602721472695,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,190,
235,0.2947545846303304,0.0004041034013238749,0.024436235427856445,0.0024353949931607455,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8669527896995708,0.8669527896995708,0.8725087563514379,0.007857323391163223,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,200,
236,0.3083091576894124,0.0016870541598273325,0.02345879872639974,0.0004327470091725378,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.871244635193133,0.8669527896995708,0.8739393715159588,0.007066395833787455,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,210,
237,0.3281560738881429,0.00033630005227536534,0.025040308634440105,0.00013316786920106733,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8836206896551724,0.8755364806866953,0.8669527896995708,0.8753699866804796,0.006805660018105771,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,220,
238,0.34005069732666016,0.005702831475617252,0.026155948638916016,0.0003403029151558721,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8836206896551724,0.8755364806866953,0.8669527896995708,0.8753699866804796,0.006805660018105771,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,230,
239,0.35480936368306476,0.0028581669933117333,0.027259111404418945,0.0005272914583014113,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7863247863247863,0.8620689655172413,0.7672413793103449,0.8052117103841242,0.040952042698535335,387,0.8793103448275862,0.8841201716738197,0.8669527896995708,0.8767944354003255,0.007230818356040392,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,240,
240,0.016729195912679035,0.00021045508673125577,0.0024559497833251953,5.068213005680371e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.9482758620689655,0.9427497789566756,0.014349100236178112,18,0.9870689655172413,1.0,0.9871244635193133,0.9913978096788515,0.006082709305783829,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,10,
241,0.03337017695109049,0.0007655370057680405,0.0036170482635498047,6.40688290699092e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9145299145299145,0.9741379310344828,0.9310344827586207,0.9399007761076726,0.02512949497059585,34,0.9956896551724138,1.0,1.0,0.9985632183908045,0.002031916037892369,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,20,
242,0.04871122042338053,0.00078509589334745,0.004872639973958333,0.0002474399196455537,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9145299145299145,0.9655172413793104,0.9396551724137931,0.9399007761076726,0.02081621348360643,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,30,
243,0.06383291880289714,0.0006941560740634254,0.005793094635009766,1.663585461065909e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9401709401709402,0.9482758620689655,0.9396551724137931,0.9427006582178996,0.003947883617039493,19,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,40,
244,0.07979194323221843,8.32911210353139e-05,0.006905317306518555,0.0001221257136214013,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9568965517241379,0.9541949110914628,0.010522448790322788,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,50,
245,0.09946417808532715,0.0011135372343649627,0.008430878321329752,0.00022261285711038577,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9401709401709402,0.9568965517241379,0.9482758620689655,0.9484477846546812,0.006829284417795898,7,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,60,
246,0.11302614212036133,0.0019470527185621144,0.009039799372355143,2.7591621787553063e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9401709401709402,0.9827586206896551,0.9310344827586207,0.9513213478730719,0.022540264788743283,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,70,
247,0.12820704778035483,0.0016859136404264255,0.010483821233113607,0.0005619581150151529,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9401709401709402,0.9741379310344828,0.9310344827586207,0.9484477846546812,0.018544656539886014,7,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,80,
248,0.14381742477416992,0.0018996417686166598,0.011474132537841797,0.0002742000932793899,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9310344827586207,0.9484232242852931,0.01407906974653252,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,90,
249,0.15863871574401855,0.0014389059213019038,0.012403090794881185,0.00012701041046304882,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9487179487179487,0.9741379310344828,0.9310344827586207,0.9512967875036841,0.017691139409877658,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,100,
250,0.17842825253804526,0.002770958893203585,0.013218243916829428,1.8615319316260564e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9487179487179487,0.9741379310344828,0.9310344827586207,0.9512967875036841,0.017691139409877658,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,110,
251,0.1939697265625,0.0030049466008961103,0.015044132868448893,0.00044223333859067757,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9224137931034483,0.9455496610669024,0.017738946761242786,15,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,120,
252,0.20772568384806314,0.0021755648210843156,0.015747706095377605,6.069656088982636e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9316239316239316,0.9655172413793104,0.9224137931034483,0.9398516553688968,0.018533724069653444,36,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,130,
253,0.22344120343526205,0.0028743278521202007,0.0168914794921875,0.0006127202555260038,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9224137931034483,0.9427006582178996,0.017687592984260918,19,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,140,
254,0.23768488566080728,0.0011194417984703717,0.017914613087972004,0.00028713914846123474,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9224137931034483,0.9427006582178996,0.017687592984260918,19,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,150,
255,0.25754531224568683,0.0042769715210077015,0.019144217173258465,0.0004258883890910524,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9224137931034483,0.9427006582178996,0.017687592984260918,19,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,160,
256,0.27208582560221356,0.0037649499965890783,0.020084301630655926,0.0003964873651071542,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9137931034482759,0.9426760978485116,0.021544134277084293,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,170,
257,0.28939270973205566,0.004599407154758032,0.021068572998046875,2.281189496434723e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9137931034482759,0.9426760978485116,0.021544134277084293,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,180,
258,0.3060028553009033,0.0030744317027793784,0.023720582326253254,0.0016566588506504666,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9137931034482759,0.9398270949995088,0.021117690582441496,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,190,
259,0.31757370630900067,0.0040042216232180315,0.023093303044637043,6.253822293251799e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9137931034482759,0.9426760978485116,0.021544134277084293,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,200,
260,0.33252795537312824,0.001744700250020714,0.02473727862040202,0.0006587300207471156,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9137931034482759,0.9398270949995088,0.021117690582441496,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,210,
261,0.3512858549753825,0.0032633699315614663,0.025549650192260742,0.0006037555295970529,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9137931034482759,0.9398270949995088,0.021117690582441496,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,220,
262,0.3657510280609131,0.0024019293078978684,0.026690006256103516,0.0005740602853948688,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9137931034482759,0.9398270949995088,0.021117690582441496,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,230,
263,0.38294029235839844,0.004780483444186924,0.028055985768636067,0.0008637042750843808,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9137931034482759,0.9426760978485116,0.021544134277084293,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,240,
264,0.01652073860168457,5.142219519397307e-05,0.002443393071492513,2.9619184035958773e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8974358974358975,0.9224137931034483,0.8879310344827587,0.902593575007368,0.014542269171203983,138,0.9827586206896551,0.9527896995708155,0.9699570815450643,0.968501800601845,0.012277959662869648,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,10,
265,0.031924168268839516,0.00016334512947776498,0.003645022710164388,3.979297429534641e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.8879310344827587,0.9226348364279399,0.028156789856642047,73,0.9913793103448276,0.9828326180257511,0.9871244635193133,0.987112130629964,0.0034891834263774254,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,20,
266,0.04876303672790527,0.0004956476648278281,0.004931052525838216,0.00020765572383419576,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.905982905982906,0.9396551724137931,0.9051724137931034,0.916936830729934,0.016067700749139675,90,0.9956896551724138,0.9828326180257511,0.9871244635193133,0.9885489122391594,0.005344632301931219,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,30,
267,0.0633534590403239,0.0006836193213482731,0.0056943098704020185,7.223894972221341e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9230769230769231,0.9310344827586207,0.896551724137931,0.9168877099911583,0.014742114943000052,106,1.0,0.9742489270386266,0.9828326180257511,0.9856938483547926,0.010705743595919708,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,40,
268,0.07832129796346028,0.00011924970789342264,0.006816546122233073,5.710455405528131e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9316239316239316,0.9482758620689655,0.896551724137931,0.9254838392769428,0.02155801725111926,70,1.0,0.9871244635193133,0.9828326180257511,0.9899856938483548,0.0072947346403330355,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,50,
269,0.09426498413085938,0.0009518466562854422,0.008193254470825195,0.0005120243492897559,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9145299145299145,0.9396551724137931,0.896551724137931,0.9169122703605462,0.017677358924064204,105,0.9956896551724138,0.9828326180257511,0.9871244635193133,0.9885489122391594,0.005344632301931219,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,60,
270,0.11254485448201497,0.002915708586152352,0.009083827336629232,7.836306065865073e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9316239316239316,0.9482758620689655,0.896551724137931,0.9254838392769428,0.02155801725111926,70,1.0,0.9871244635193133,0.9871244635193133,0.9914163090128755,0.006069586104605576,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,70,
271,0.12518556912740073,0.0006409591720051943,0.010039726893107096,2.6039219113532876e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.896551724137931,0.9197612732095491,0.017752407608542246,81,1.0,0.9871244635193133,0.9871244635193133,0.9914163090128755,0.006069586104605576,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,80,
272,0.14331960678100586,0.002475687606826211,0.011422395706176758,3.51476752331595e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9145299145299145,0.9396551724137931,0.8879310344827587,0.9140387071421555,0.021119147310762205,115,0.9956896551724138,0.9871244635193133,0.9871244635193133,0.9899795274036801,0.004037670066713207,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,90,
273,0.15842604637145996,0.0023318281508874225,0.012563467025756836,0.000440256158888717,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.8879310344827587,0.9168877099911583,0.021565039301964673,106,0.9956896551724138,0.9914163090128756,0.9871244635193133,0.9914101425682009,0.0034967275684908367,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,100,
274,0.17241883277893066,0.001991099555140849,0.013518889745076498,0.00040513793803408077,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.8879310344827587,0.9168877099911583,0.021565039301964673,106,0.9956896551724138,0.9871244635193133,0.9871244635193133,0.9899795274036801,0.004037670066713207,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,110,
275,0.18665615717569986,0.0011099540070087014,0.014568646748860678,0.0001966505128047094,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9230769230769231,0.9482758620689655,0.8793103448275862,0.9168877099911583,0.02849316188209023,106,0.9956896551724138,0.9914163090128756,0.9871244635193133,0.9914101425682009,0.0034967275684908367,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,120,
276,0.20410617192586264,0.0014844405148983738,0.01567872365315755,0.00030737227578661266,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9230769230769231,0.9482758620689655,0.8793103448275862,0.9168877099911583,0.02849316188209023,106,0.9913793103448276,0.9914163090128756,0.9871244635193133,0.9899733609590055,0.002014531325440737,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,130,
277,0.2190863291422526,0.0010057466012573669,0.016446908315022785,0.0003369941451341172,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8793103448275862,0.9140387071421555,0.028157196896662014,115,0.9913793103448276,0.9914163090128756,0.9871244635193133,0.9899733609590055,0.002014531325440737,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,140,
278,0.23369741439819336,0.002529862145504727,0.018466631571451824,0.0005948899281189009,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9870689655172413,0.9871244635193133,0.9828326180257511,0.9856753490207685,0.0020102420483751613,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,150,
279,0.24828060468037924,0.001349925662683377,0.019162098566691082,0.0008315376143805743,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9145299145299145,0.9568965517241379,0.8879310344827587,0.919785833578937,0.02839928585815909,78,0.9870689655172413,0.9914163090128756,0.9828326180257511,0.9871059641852894,0.0035043748293324918,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,160,
280,0.26496338844299316,0.0009853117515834383,0.020070234934488933,0.0005759782773030453,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.8879310344827587,0.9226348364279399,0.028156789856642047,73,0.9913793103448276,0.9914163090128756,0.9871244635193133,0.9899733609590055,0.002014531325440737,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,170,
281,0.2813355127970378,0.0005865758097921042,0.02086615562438965,8.471232771135747e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9913793103448276,0.9957081545064378,0.9828326180257511,0.9899733609590055,0.005349603111321683,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,180,
282,0.2977786064147949,0.0015794270624206754,0.02257084846496582,0.000651320576839472,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9870689655172413,0.9914163090128756,0.9785407725321889,0.9856753490207687,0.005347989349328988,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,190,
283,0.3098117510477702,0.002485652913840047,0.02293992042541504,0.00023614859788313492,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8793103448275862,0.9140387071421555,0.028157196896662014,115,0.9913793103448276,0.9957081545064378,0.9828326180257511,0.9899733609590055,0.005349603111321683,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,200,
284,0.32738200823465985,0.004097791427555853,0.02469150225321452,0.0006779350114675347,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9913793103448276,0.9914163090128756,0.9785407725321889,0.9871121306299641,0.006060884256475084,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,210,
285,0.34392404556274414,0.004985174912860486,0.025565067927042644,0.000846645430369857,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9913793103448276,0.9914163090128756,0.9785407725321889,0.9871121306299641,0.006060884256475084,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,220,
286,0.36136531829833984,0.003633501132328762,0.02712281545003255,0.0006220103381942661,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9145299145299145,0.9568965517241379,0.8879310344827587,0.919785833578937,0.02839928585815909,78,0.9913793103448276,0.9957081545064378,0.9785407725321889,0.9885427457944846,0.007289916542669893,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,230,
287,0.37564746538798016,0.0032963008439343936,0.02873675028483073,0.0012697300326039288,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9145299145299145,0.9568965517241379,0.8879310344827587,0.919785833578937,0.02839928585815909,78,0.9827586206896551,0.9957081545064378,0.9785407725321889,0.9856691825760939,0.007304486239452869,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,240,
288,0.01625219980875651,0.00024870530844296306,0.002406040827433268,3.522701181217151e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8205128205128205,0.853448275862069,0.8275862068965517,0.8338491010904804,0.014156363410820919,330,0.9655172413793104,0.9227467811158798,0.9227467811158798,0.9370036012036899,0.02016218832449435,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,10,
289,0.03185192743937174,0.0004581196849852003,0.0035719871520996094,5.014995632789887e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8547008547008547,0.8879310344827587,0.8362068965517241,0.8596129285784458,0.021400046160563263,214,0.9612068965517241,0.9484978540772532,0.944206008583691,0.9513035864042227,0.007218570880876392,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,20,
290,0.04730884234110514,0.0005042638933266807,0.004722992579142253,0.00010091094330062104,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8706896551724138,0.8825768739561842,0.022281304637734183,156,0.9612068965517241,0.9484978540772532,0.9399141630901288,0.949872971239702,0.00874693603400571,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,30,
291,0.061964829762776695,0.00047998992741351713,0.005914449691772461,0.00016621736731978312,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8632478632478633,0.9051724137931034,0.853448275862069,0.8739561843010119,0.022432828860253728,204,0.9612068965517241,0.9570815450643777,0.9399141630901288,0.9527342015687436,0.009220255642457714,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,40,
292,0.07813564936319987,0.0011957620949314136,0.007907549540201822,0.0011253179521383471,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8290598290598291,0.9051724137931034,0.8706896551724138,0.8683072993417821,0.031118462935185536,208,0.9612068965517241,0.9613733905579399,0.9399141630901288,0.9541648167332643,0.010076963067842235,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,50,
293,0.09122506777445476,0.0003027523153797039,0.007870356241861979,5.9293038390473055e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8547008547008547,0.9137931034482759,0.853448275862069,0.8739807446703999,0.028156232844973986,200,0.9655172413793104,0.9656652360515021,0.9399141630901288,0.9570322135069804,0.012104440319187438,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,60,
294,0.10698604583740234,0.0005033415812089858,0.008961757024129232,0.00015442118583667517,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8717948717948718,0.9137931034482759,0.8448275862068966,0.8768051871500147,0.028377080975806674,196,0.9655172413793104,0.9613733905579399,0.9356223175965666,0.9541709831779389,0.013224538329550738,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,70,
295,0.12514098485310873,0.0025644748518632117,0.010467529296875,0.0003297291884417408,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9655172413793104,0.9570815450643777,0.944206008583691,0.9556015983424597,0.008762984367670566,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,80,
296,0.1380171775817871,0.000572055989414179,0.01096018155415853,9.264974479001035e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9612068965517241,0.9570815450643777,0.9399141630901288,0.9527342015687436,0.009220255642457714,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,90,
297,0.1551938851674398,0.0033786934529976926,0.012423992156982422,0.0002848020119396174,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8632478632478633,0.9051724137931034,0.8706896551724138,0.8797033107377935,0.01826383447496854,171,0.9612068965517241,0.9570815450643777,0.9356223175965666,0.9513035864042229,0.011215503400413104,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,100,
298,0.16910060246785483,0.0003385480207045534,0.013552665710449219,0.00019790791018628196,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8717948717948718,0.9051724137931034,0.8706896551724138,0.8825523135867964,0.01600118903817608,162,0.9568965517241379,0.9570815450643777,0.944206008583691,0.9527280351240689,0.00602645600112051,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,110,
299,0.185528834660848,0.0010456934388792464,0.014343659083048502,0.0001934533633342256,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8547008547008547,0.9137931034482759,0.8706896551724138,0.8797278711071814,0.024956501837789594,168,0.9568965517241379,0.9570815450643777,0.9356223175965666,0.9498668047950275,0.010072656627203476,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,120,
300,0.20288809140523276,0.003405462746481895,0.015744129816691082,0.0004445656222697765,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8547008547008547,0.9224137931034483,0.8706896551724138,0.8826014343255723,0.02889842404842145,148,0.9568965517241379,0.9570815450643777,0.944206008583691,0.9527280351240689,0.00602645600112051,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,130,
301,0.21469855308532715,0.0007590295272231419,0.016700347264607746,0.00022090844816626058,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8461538461538461,0.9224137931034483,0.8706896551724138,0.8797524314765695,0.03178569188532692,166,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,140,
302,0.23038268089294434,0.0016369654467296,0.017610470453898113,0.00025025171930543455,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8547008547008547,0.9224137931034483,0.853448275862069,0.8768543078887907,0.03221947918268595,183,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,150,
303,0.24521191914876303,0.0010608630961096298,0.019473552703857422,0.0010781511870769042,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,160,
304,0.26099809010823566,0.002571550140799938,0.019756873448689777,0.000269376162409089,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8632478632478633,0.9224137931034483,0.8620689655172413,0.8825768739561844,0.028173066870376424,151,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,170,
305,0.2757738431294759,0.0018246753185442973,0.020865519841512043,0.00014367106126403188,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9570815450643777,0.944206008583691,0.9527280351240689,0.00602645600112051,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,180,
306,0.2910810311635335,0.0035194993083685552,0.02204577128092448,0.0001572828330237244,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,190,
307,0.3054318428039551,0.00253503223240604,0.02263959248860677,3.828645742087927e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,200,
308,0.31677571932474774,0.0016734628694251995,0.02415331204732259,0.00015151625235968095,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9525862068965517,0.9570815450643777,0.944206008583691,0.9512912535148734,0.005335574827633457,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,210,
309,0.33598891894022626,0.0039369989115348265,0.025691509246826172,0.001052201256232118,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8717948717948718,0.9137931034482759,0.8620689655172413,0.8825523135867964,0.022444576577385106,162,0.9568965517241379,0.9570815450643777,0.9484978540772532,0.9541586502885896,0.004003499797568273,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,220,
310,0.35272924105326336,0.0016648085467064614,0.026291449864705402,4.028842897948422e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8717948717948718,0.9137931034482759,0.8706896551724138,0.8854258768051871,0.020063732396389793,146,0.9525862068965517,0.9570815450643777,0.944206008583691,0.9512912535148734,0.005335574827633457,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,230,
311,0.3663804531097412,0.002244098771135854,0.027240594228108723,0.0002588706386937401,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8706896551724138,0.8825768739561842,0.022281304637734183,156,0.9525862068965517,0.9570815450643777,0.944206008583691,0.9512912535148734,0.005335574827633457,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,240,
312,0.016133785247802734,0.0002223519670649765,0.002400636672973633,3.53326359761208e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7435897435897436,0.8620689655172413,0.7672413793103449,0.79096669613911,0.05119569969639557,450,0.9094827586206896,0.9012875536480687,0.8583690987124464,0.8897131369937349,0.022414681170607468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,10,
313,0.03061668078104655,2.4990644791366804e-05,0.003664731979370117,7.042864918061883e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8034188034188035,0.8879310344827587,0.8189655172413793,0.8367717850476472,0.0367276161286775,315,0.9267241379310345,0.9012875536480687,0.9141630901287554,0.9140582605692863,0.010384706605501176,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,20,
314,0.04556608200073242,0.00027730701248357626,0.0045471986134847,1.8272191402419973e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8103448275862069,0.8424206700068769,0.0283600702734731,295,0.9094827586206896,0.9055793991416309,0.9184549356223176,0.911172364461546,0.005390481477534626,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,30,
315,0.060676892598470054,0.0003758944112232624,0.005693594614664714,3.748878925472887e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8547008547008547,0.8706896551724138,0.8362068965517241,0.8538658021416642,0.014089905254132496,222,0.9224137931034483,0.9141630901287554,0.9184549356223176,0.9183439396181737,0.0033692496670973504,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,40,
316,0.07671109835306804,0.001570786116177223,0.007355848948160808,0.0003940168047177769,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8362068965517241,0.8510659200314373,0.026230359523081823,226,0.9094827586206896,0.927038626609442,0.9184549356223176,0.9183254402841498,0.007167737997052295,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,50,
317,0.09088714917500813,0.0009315492466481121,0.007869720458984375,9.744837486413736e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8376068376068376,0.9051724137931034,0.8103448275862069,0.8510413596620493,0.03986169894017378,230,0.9267241379310345,0.9313304721030042,0.9184549356223176,0.9255031818854521,0.005326844604785971,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,60,
318,0.10600320498148601,0.001668085160666555,0.009019136428833008,0.00031449648878925407,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8461538461538461,0.8879310344827587,0.8189655172413793,0.8510167992926614,0.028364260105697363,234,0.9396551724137931,0.9227467811158798,0.9184549356223176,0.9269522963839969,0.009151585618766925,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,70,
319,0.12687762578328451,0.000979813232580714,0.010537544886271158,0.0003064399066393782,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8376068376068376,0.8879310344827587,0.8189655172413793,0.8481677964436586,0.02912857738553346,256,0.9310344827586207,0.927038626609442,0.9227467811158798,0.9269399634946476,0.0033841592198001983,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,80,
320,0.13815458615620932,0.003044685550491538,0.011156638463338217,8.548346977334622e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8189655172413793,0.8453187935946557,0.03041190652689951,271,0.9353448275862069,0.9227467811158798,0.9184549356223176,0.9255155147748014,0.0071678228769734825,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,90,
321,0.15503414471944174,0.005738043450649273,0.014091571172078451,0.0016753659171364912,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8275862068965517,0.8481923568130464,0.02810592781808358,247,0.9353448275862069,0.9184549356223176,0.9227467811158798,0.9255155147748013,0.007167822876973483,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,100,
322,0.16635592778523764,0.00172589914866815,0.013139486312866211,0.0003131002128961448,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8275862068965517,0.8481923568130464,0.02810592781808358,247,0.9267241379310345,0.9227467811158798,0.9227467811158798,0.9240725667209313,0.0018749439834629233,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,110,
323,0.18070403734842935,0.0013177565808452133,0.01437679926554362,7.135963618091347e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8275862068965517,0.8453187935946557,0.024043184162193528,271,0.9267241379310345,0.9227467811158798,0.9227467811158798,0.9240725667209313,0.0018749439834629233,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,120,
324,0.1992680231730143,0.0033291472542770254,0.015866597493489582,0.0005905582270116141,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.811965811965812,0.8879310344827587,0.8275862068965517,0.8424943511150408,0.03275533881208536,283,0.9310344827586207,0.927038626609442,0.9227467811158798,0.9269399634946476,0.0033841592198001983,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,130,
325,0.2120331128438314,0.0019162982181911798,0.016942342122395832,0.0006755136321334292,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8362068965517241,0.8482169171824344,0.02880375369503841,243,0.9267241379310345,0.9313304721030042,0.9227467811158798,0.9269337970499728,0.003507411719034017,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,140,
326,0.22642008463541666,0.0007341359432522438,0.017950693766276043,0.0004451068771127782,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8275862068965517,0.8481923568130464,0.02810592781808358,247,0.9267241379310345,0.9184549356223176,0.9227467811158798,0.9226419515564107,0.003376701411439468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,150,
327,0.24081039428710938,0.0022966952764121515,0.01865832010904948,0.00013313442799891287,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8275862068965517,0.8481923568130464,0.02810592781808358,247,0.9267241379310345,0.9184549356223176,0.9227467811158798,0.9226419515564107,0.003376701411439468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,160,
328,0.2546685536702474,0.0028378307598689186,0.01929171880086263,9.488167499856053e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8461538461538461,0.8793103448275862,0.8275862068965517,0.8510167992926614,0.02139443613185298,234,0.9267241379310345,0.9184549356223176,0.9227467811158798,0.9226419515564107,0.003376701411439468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,170,
329,0.2706747055053711,0.0049537165554532974,0.020686626434326172,0.00046449793231921615,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8189655172413793,0.8452942332252676,0.025228245977448258,278,0.9224137931034483,0.9141630901287554,0.9227467811158798,0.9197745547826944,0.003970232732549538,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,180,
330,0.28574879964192706,0.0028886564242014416,0.022651274998982746,0.00105736268760114,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8103448275862069,0.8367226643088711,0.030398792947659615,322,0.9224137931034483,0.9098712446351931,0.9141630901287554,0.9154827092891322,0.005204800768902879,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,190,
331,0.3031526406606038,0.0033260558524531385,0.023200432459513348,0.0006375654087491641,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9267241379310345,0.9141630901287554,0.9141630901287554,0.9183501060628485,0.005921334719866606,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,200,
332,0.3155978520711263,0.0009573490222331997,0.023482084274291992,0.00031482214174604825,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8017241379310345,0.8367226643088713,0.03701329968348488,318,0.9267241379310345,0.9098712446351931,0.9141630901287554,0.9169194908983277,0.007150911923763186,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,210,
333,0.32882364590962726,0.00356589832808003,0.024667898813883465,0.00019721529208497956,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9267241379310345,0.9141630901287554,0.9141630901287554,0.9183501060628485,0.005921334719866606,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,220,
334,0.34770766894022626,0.001736057947704375,0.025963465372721355,0.00027808794848095295,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8017241379310345,0.8338491010904804,0.033048420636829064,330,0.9310344827586207,0.9141630901287554,0.9184549356223176,0.9212175028365645,0.007159367082253944,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,230,
335,0.3626557191212972,0.0039750236592151975,0.027690410614013672,0.0008954674919953831,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8103448275862069,0.8424452303762648,0.033058348430718344,291,0.9310344827586207,0.9141630901287554,0.9184549356223176,0.9212175028365645,0.007159367082253944,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,240,
336,0.01604008674621582,0.00023087151624668072,0.002584218978881836,3.6384164605540565e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7863247863247863,0.8448275862068966,0.7758620689655172,0.8023381471657335,0.030346679512587318,418,0.8491379310344828,0.8540772532188842,0.8540772532188842,0.8524308124907504,0.002328418807370257,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,10,
337,0.0310361385345459,0.0005611208484495272,0.0035918553670247397,2.364581357842791e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7413793103448276,0.793717457510561,0.046049625032652856,444,0.896551724137931,0.8884120171673819,0.8583690987124464,0.8811109466725865,0.016420666731758023,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,20,
338,0.0451516310373942,0.00015006378424983535,0.004599730173746745,2.5205052689078994e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7948717948717948,0.8706896551724138,0.7672413793103449,0.8109342764515178,0.04373319814955899,371,0.8836206896551724,0.8969957081545065,0.8755364806866953,0.8853842928321246,0.008849004953595344,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,30,
339,0.05979386965433756,0.00036857473188974584,0.005671262741088867,3.483903809132145e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8034188034188035,0.8879310344827587,0.7586206896551724,0.8166568425189116,0.05361421191729739,357,0.8793103448275862,0.9184549356223176,0.8755364806866953,0.891100587045533,0.01940370758701633,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,40,
340,0.0757904847462972,0.0009204488902964226,0.006771643956502278,0.00020762926073522817,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7777777777777778,0.8706896551724138,0.7586206896551724,0.8023627075351213,0.04894335049426223,415,0.8793103448275862,0.9055793991416309,0.8755364806866953,0.8868087415519708,0.013361978456293399,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,50,
341,0.08923991521199544,0.00048093002196886126,0.007799704869588216,5.8853288070721534e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8034188034188035,0.8793103448275862,0.7758620689655172,0.8195304057373023,0.043742231627728466,354,0.8836206896551724,0.9141630901287554,0.8755364806866953,0.8911067534902077,0.016633993368080705,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,60,
342,0.10339848200480144,0.0004230331886350458,0.008860111236572266,0.00018224736564168378,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8034188034188035,0.8793103448275862,0.7672413793103449,0.8166568425189115,0.04669973245775003,360,0.8836206896551724,0.9055793991416309,0.8669527896995708,0.8853842928321246,0.01581847993901813,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,70,
343,0.12210917472839355,0.0021862576108909637,0.010124921798706055,6.969765264784392e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7863247863247863,0.8793103448275862,0.7758620689655172,0.8138324000392966,0.046496509215988205,362,0.8793103448275862,0.8927038626609443,0.8669527896995708,0.8796556657293669,0.010515666869308226,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,80,
344,0.1334853172302246,0.0007761185286382171,0.01107184092203776,0.00019406367589891067,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7692307692307693,0.8706896551724138,0.7672413793103449,0.8023872679045093,0.04830390942035626,412,0.8793103448275862,0.8798283261802575,0.8626609442060086,0.873933205071284,0.007973496720659229,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,90,
345,0.15117263793945312,0.002162986129386453,0.012713114420572916,0.0003453847509187915,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7863247863247863,0.8706896551724138,0.7672413793103449,0.808085273602515,0.04494830771476514,379,0.8793103448275862,0.8841201716738197,0.871244635193133,0.8782250505648462,0.005312140663544581,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,100,
346,0.16244260470072427,0.001166400389706671,0.01321562131245931,4.4263885879633166e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7863247863247863,0.8706896551724138,0.7758620689655172,0.8109588368209057,0.04245150259877439,368,0.8793103448275862,0.8798283261802575,0.871244635193133,0.8767944354003255,0.0039299947349621086,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,110,
347,0.17972397804260254,0.001516277471297996,0.014349540074666342,0.00014843164537298452,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7948717948717948,0.8620689655172413,0.7758620689655172,0.8109342764515178,0.03698116402660612,371,0.8836206896551724,0.8755364806866953,0.871244635193133,0.8768006018450003,0.005130963700189715,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,120,
348,0.19450251261393228,0.0026252676873816812,0.015720287958780926,0.0006272938056594073,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7948717948717948,0.8620689655172413,0.7672413793103449,0.808060713233127,0.03982066843665493,381,0.8836206896551724,0.871244635193133,0.871244635193133,0.8753699866804795,0.005834128022961382,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,130,
349,0.20842719078063965,0.0010738496316681657,0.016611258188883465,0.0002070925181777421,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.871244635193133,0.8725087563514381,0.008603341755798202,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,140,
350,0.2232377529144287,0.0012754907479916497,0.018070062001546223,0.0005986430617297908,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.8669527896995708,0.8710781411869174,0.009040340185120222,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,150,
351,0.23787268002827963,0.0034974679590944443,0.01850756009419759,0.00010747299084856973,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8583690987124464,0.8669527896995708,0.8696475260223965,0.010483539929236932,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,160,
352,0.2505977948506673,0.001047338297173466,0.019766807556152344,6.283524554616285e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8669527896995708,0.8669527896995708,0.8725087563514379,0.007857323391163223,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,170,
353,0.2666612466176351,0.002048582746164275,0.021602710088094074,0.0015228978149990603,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.8626609442060086,0.8696475260223965,0.009880518759365063,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,180,
354,0.2809567451477051,0.002888841823609143,0.02179106076558431,0.0003128207024866297,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8793103448275862,0.8626609442060086,0.8626609442060086,0.8682107444132011,0.007848602721472695,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,190,
355,0.29705556233723956,0.002281190603915518,0.022776365280151367,0.00014785117661486616,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.871244635193133,0.8669527896995708,0.8739393715159588,0.007066395833787455,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,200,
356,0.3101404507954915,0.0018838339466454746,0.024669408798217773,0.0008643869010408341,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.871244635193133,0.8669527896995708,0.8739393715159588,0.007066395833787455,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,210,
357,0.3291298548380534,0.003932326135840858,0.02498459815979004,0.0003050502752474353,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8836206896551724,0.8755364806866953,0.8669527896995708,0.8753699866804796,0.006805660018105771,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,220,
358,0.34099944432576496,0.0030070463010199605,0.025640408198038738,0.00021628313546985357,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8836206896551724,0.8755364806866953,0.8669527896995708,0.8753699866804796,0.006805660018105771,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,230,
359,0.35568714141845703,0.00038773766567694264,0.028368790944417317,0.0010939442803977743,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7863247863247863,0.8620689655172413,0.7672413793103449,0.8052117103841242,0.040952042698535335,387,0.8793103448275862,0.8841201716738197,0.8669527896995708,0.8767944354003255,0.007230818356040392,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,240,
360,0.017177104949951172,0.00041706640479190107,0.0024466514587402344,4.114223288589404e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9230769230769231,0.9310344827586207,0.9482758620689655,0.9341290893015032,0.010517574936666937,49,0.9870689655172413,1.0,0.9871244635193133,0.9913978096788515,0.006082709305783829,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,10,
361,0.033347368240356445,0.0004873206159265151,0.0038010279337565103,0.00012382983499332627,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.905982905982906,0.9568965517241379,0.9310344827586207,0.9313046468218881,0.020786286699516206,50,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,20,
362,0.04890910784403483,0.0006543929812345606,0.004705588022867839,0.00010915689134714694,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9145299145299145,0.9568965517241379,0.9396551724137931,0.9370272128892818,0.017395643424597065,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,30,
363,0.06613874435424805,0.0003703605800735104,0.005941152572631836,0.00011699527880082414,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9401709401709402,0.9396551724137931,0.9482758620689655,0.9427006582178996,0.003947883617039493,19,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,40,
364,0.0798039436340332,0.0002699085758156811,0.00689395268758138,0.00010537423917123173,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9401709401709402,0.9741379310344828,0.9482758620689655,0.9541949110914629,0.014484830526658828,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,50,
365,0.09680573145548503,0.0013070956634373466,0.008998394012451172,0.0012430989395310682,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9396551724137931,0.9484477846546812,0.012071765094641813,7,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,60,
366,0.11145718892415364,0.0011160547510280388,0.009085655212402344,0.00016934444989691932,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9401709401709402,0.9741379310344828,0.9310344827586207,0.9484477846546812,0.018544656539886014,7,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,70,
367,0.12979420026143393,0.0019058498447697468,0.010683139165242514,0.0006650162300396446,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9401709401709402,0.9741379310344828,0.9310344827586207,0.9484477846546812,0.018544656539886014,7,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,80,
368,0.1450185775756836,0.003059411627249078,0.011252164840698242,2.0326727820604242e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9487179487179487,0.9741379310344828,0.9310344827586207,0.9512967875036841,0.017691139409877658,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,90,
369,0.16112724939982095,0.0006784507034342104,0.012240091959635416,0.0001070348664816916,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9310344827586207,0.9484232242852931,0.01407906974653252,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,100,
370,0.17529638608296713,0.0017374062315361459,0.01325082778930664,0.0001534424386790019,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9310344827586207,0.9484232242852931,0.01407906974653252,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,110,
371,0.19240403175354004,0.0027373013337868585,0.014504830042521158,8.264894664036307e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9224137931034483,0.9455496610669024,0.017738946761242786,15,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,120,
372,0.20839937527974448,0.003574945844307954,0.015593131383260092,0.00011517128297905,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9316239316239316,0.9655172413793104,0.9224137931034483,0.9398516553688968,0.018533724069653444,36,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,130,
373,0.22426493962605795,0.003207402899250219,0.016585111618041992,0.00010698080131055131,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9224137931034483,0.9455496610669024,0.017738946761242786,15,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,140,
374,0.23778367042541504,0.0003357174600092196,0.01776774724324544,0.00014463663095737837,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9224137931034483,0.9427006582178996,0.017687592984260918,19,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,150,
375,0.25443363189697266,0.0016038176631290703,0.01877935727437337,0.00022453717271300841,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9224137931034483,0.9427006582178996,0.017687592984260918,19,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,160,
376,0.27008700370788574,0.0022122425671947496,0.02009757359822591,0.0002016177738820702,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9137931034482759,0.9426760978485116,0.021544134277084293,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,170,
377,0.285478671391805,0.0013958746467045082,0.021317243576049805,0.00018873668101067827,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9137931034482759,0.9426760978485116,0.021544134277084293,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,180,
378,0.30134153366088867,0.0019396464633001762,0.022333224614461262,0.00041043818214294857,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9137931034482759,0.9398270949995088,0.021117690582441496,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,190,
379,0.31540536880493164,0.002804273982800508,0.022818962732950848,0.0001682066684448773,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9137931034482759,0.9426760978485116,0.021544134277084293,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,200,
380,0.3314356009165446,0.0014419498941423757,0.024689594904581707,0.0004440985923814718,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9137931034482759,0.9398270949995088,0.021117690582441496,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,210,
381,0.3451445897420247,0.002074254009726353,0.024657408396402996,0.000472278473476699,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9137931034482759,0.9398270949995088,0.021117690582441496,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,220,
382,0.365248441696167,0.00122076044655862,0.02671972910563151,0.00046996030821372104,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9316239316239316,0.9655172413793104,0.9137931034482759,0.9369780921505059,0.021453001148019905,46,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,230,
383,0.3823402722676595,0.004473603882932447,0.02742759386698405,0.0003475582131064652,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9137931034482759,0.9426760978485116,0.021544134277084293,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,240,
384,0.016838630040486652,0.0002495688985600684,0.0024715264638264975,8.526152703251757e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8974358974358975,0.9224137931034483,0.8879310344827587,0.902593575007368,0.014542269171203983,138,0.9827586206896551,0.9570815450643777,0.9699570815450643,0.9699324157663658,0.010482636737864294,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,10,
385,0.03262511889139811,9.125200967411883e-06,0.00363771120707194,6.342541674311385e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9230769230769231,0.9568965517241379,0.8879310344827587,0.9226348364279399,0.028156789856642047,73,0.9913793103448276,0.9828326180257511,0.9871244635193133,0.987112130629964,0.0034891834263774254,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,20,
386,0.04863778750101725,0.0008557336773270613,0.004720369974772136,5.2530538286433886e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.905982905982906,0.9396551724137931,0.9051724137931034,0.916936830729934,0.016067700749139675,90,0.9956896551724138,0.9828326180257511,0.9871244635193133,0.9885489122391594,0.005344632301931219,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,30,
387,0.06323353449503581,0.00022962051420455495,0.005674839019775391,6.805364504475896e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9230769230769231,0.9310344827586207,0.9051724137931034,0.9197612732095491,0.010815322566512003,81,0.9956896551724138,0.9785407725321889,0.9828326180257511,0.985687681910118,0.007286269566333387,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,40,
388,0.07856384913126628,0.0012179920820204655,0.006757577260335286,0.00012673726086117896,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9316239316239316,0.9482758620689655,0.896551724137931,0.9254838392769428,0.02155801725111926,70,1.0,0.9871244635193133,0.9828326180257511,0.9899856938483548,0.0072947346403330355,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,50,
389,0.09393556912740071,0.0011896057462338462,0.008014361063639322,0.00028860549030807386,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9145299145299145,0.9310344827586207,0.896551724137931,0.9140387071421555,0.014081811532292942,115,1.0,0.9785407725321889,0.9871244635193133,0.9885550786838341,0.008818904153031439,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,60,
390,0.11287752787272136,0.0019104314004726461,0.009473164876302084,0.00026872903469909353,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9316239316239316,0.9310344827586207,0.896551724137931,0.9197367128401611,0.016396028753595714,88,1.0,0.9828326180257511,0.9871244635193133,0.9899856938483548,0.0072947346403330355,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,70,
391,0.12608075141906738,0.0014564444017591072,0.01002939542134603,0.00011341114012452044,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.896551724137931,0.9197612732095491,0.017752407608542246,81,0.9956896551724138,0.9871244635193133,0.9871244635193133,0.9899795274036801,0.004037670066713207,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,80,
392,0.14236863454182944,0.002080025522716036,0.01138766606648763,0.00011994205542516955,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9145299145299145,0.9396551724137931,0.8879310344827587,0.9140387071421555,0.021119147310762205,115,0.9956896551724138,0.9871244635193133,0.9914163090128756,0.9914101425682009,0.0034967275684908367,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,90,
393,0.15748492876688638,0.0013430620365221494,0.012245814005533854,1.4761856393103886e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.8879310344827587,0.9168877099911583,0.021565039301964673,106,0.9956896551724138,0.9914163090128756,0.9914163090128756,0.9928407577327217,0.0020144746985113135,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,100,
394,0.17365471522013345,0.0026279158438604067,0.01413432757059733,0.0005795106544909057,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9230769230769231,0.9482758620689655,0.8879310344827587,0.9197612732095491,0.024746982370038854,81,0.9956896551724138,0.9871244635193133,0.9914163090128756,0.9914101425682009,0.0034967275684908367,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,110,
395,0.18880422910054526,0.0014613654292325183,0.014350175857543945,0.00010167725493277958,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9230769230769231,0.9482758620689655,0.8793103448275862,0.9168877099911583,0.02849316188209023,106,0.9956896551724138,0.9914163090128756,0.9871244635193133,0.9914101425682009,0.0034967275684908367,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,120,
396,0.20647064844767252,0.002394531867485694,0.015604972839355469,0.00014394731088988692,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9230769230769231,0.9482758620689655,0.8793103448275862,0.9168877099911583,0.02849316188209023,106,0.9913793103448276,0.9914163090128756,0.9871244635193133,0.9899733609590055,0.002014531325440737,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,130,
397,0.21880531311035156,0.0008627812884262347,0.016630172729492188,0.00017922386229713696,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8793103448275862,0.9140387071421555,0.028157196896662014,115,0.9913793103448276,0.9914163090128756,0.9871244635193133,0.9899733609590055,0.002014531325440737,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,140,
398,0.23447068532307944,0.0018603310485581959,0.018485466639200848,0.0007153318770820159,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9870689655172413,0.9914163090128756,0.9828326180257511,0.9871059641852894,0.0035043748293324918,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,150,
399,0.25104284286499023,0.0007553118898790168,0.018839041392008465,0.00017044914603865072,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9870689655172413,0.9871244635193133,0.9828326180257511,0.9856753490207685,0.0020102420483751613,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,160,
400,0.2671133677164714,0.001659607808699815,0.02023800214131673,0.0006536137784570348,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9230769230769231,0.9482758620689655,0.8879310344827587,0.9197612732095491,0.024746982370038854,81,0.9870689655172413,0.9914163090128756,0.9871244635193133,0.9885365793498101,0.0020364024170602285,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,170,
401,0.28446229298909503,0.004056176494799633,0.021088282267252605,5.745519509305359e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9913793103448276,0.9914163090128756,0.9871244635193133,0.9899733609590055,0.002014531325440737,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,180,
402,0.2970009644826253,0.0025573921244195033,0.023134469985961914,0.0017300734741060807,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9870689655172413,0.9957081545064378,0.9871244635193133,0.9899671945143308,0.004059534967644149,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,190,
403,0.31376441319783527,0.0028618103131594357,0.023641427357991535,0.0007280790309790876,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8793103448275862,0.9140387071421555,0.028157196896662014,115,0.9913793103448276,0.9957081545064378,0.9871244635193133,0.9914039761235262,0.003504320575241351,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,200,
404,0.331320842107137,0.0021134301511676547,0.024202346801757812,0.0002140572228582124,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9913793103448276,0.9914163090128756,0.9785407725321889,0.9871121306299641,0.006060884256475084,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,210,
405,0.3468894163767497,0.005775445545930774,0.026265859603881836,0.0012058978086656512,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9145299145299145,0.9396551724137931,0.8879310344827587,0.9140387071421555,0.021119147310762205,115,0.9913793103448276,0.9914163090128756,0.9785407725321889,0.9871121306299641,0.006060884256475084,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,220,
406,0.3607759475708008,0.002050351606217093,0.02708594004313151,0.0008273157293137607,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9913793103448276,0.9957081545064378,0.9785407725321889,0.9885427457944846,0.007289916542669893,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,230,
407,0.37659184137980145,0.0014235462363296047,0.02960650126139323,0.0028055462038354215,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.8879310344827587,0.9169122703605463,0.0246932010693911,92,0.9913793103448276,0.9957081545064378,0.9828326180257511,0.9899733609590055,0.005349603111321683,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,240,
408,0.016207138697306316,0.00013129705354572168,0.002489884694417318,6.762416567773896e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8205128205128205,0.853448275862069,0.8275862068965517,0.8338491010904804,0.014156363410820919,330,0.9655172413793104,0.9227467811158798,0.9227467811158798,0.9370036012036899,0.02016218832449435,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,10,
409,0.031592766443888344,0.0006710453257472956,0.0035691261291503906,7.92829310333613e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8547008547008547,0.8879310344827587,0.8362068965517241,0.8596129285784458,0.021400046160563263,214,0.9612068965517241,0.9484978540772532,0.944206008583691,0.9513035864042227,0.007218570880876392,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,20,
410,0.04671208063761393,0.0002211280873852069,0.004757404327392578,0.00014250066592452987,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8706896551724138,0.8825768739561842,0.022281304637734183,156,0.9612068965517241,0.9484978540772532,0.9399141630901288,0.949872971239702,0.00874693603400571,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,30,
411,0.0621798038482666,0.00031440188509140405,0.005789597829182942,0.00013619055996544774,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8632478632478633,0.9051724137931034,0.853448275862069,0.8739561843010119,0.022432828860253728,204,0.9612068965517241,0.9570815450643777,0.9399141630901288,0.9527342015687436,0.009220255642457714,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,40,
412,0.07733805974324544,0.00017382554877058844,0.007020235061645508,0.0002815183342246627,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8290598290598291,0.9051724137931034,0.8706896551724138,0.8683072993417821,0.031118462935185536,208,0.9612068965517241,0.9613733905579399,0.9399141630901288,0.9541648167332643,0.010076963067842235,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,50,
413,0.09267965952555339,0.00040942722005576584,0.009330193201700846,0.0014434513236152625,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8547008547008547,0.9137931034482759,0.853448275862069,0.8739807446703999,0.028156232844973986,200,0.9655172413793104,0.9656652360515021,0.9399141630901288,0.9570322135069804,0.012104440319187438,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,60,
414,0.10723336537679036,0.0003483290454351204,0.00909129778544108,0.0002832965452605187,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8717948717948718,0.9137931034482759,0.8448275862068966,0.8768051871500147,0.028377080975806674,196,0.9655172413793104,0.9613733905579399,0.9356223175965666,0.9541709831779389,0.013224538329550738,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,70,
415,0.12349756558736165,0.0008728701250825357,0.010749181111653646,0.0006718009260442855,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9655172413793104,0.9570815450643777,0.944206008583691,0.9556015983424597,0.008762984367670566,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,80,
416,0.1415715217590332,0.0008404185811112661,0.011507272720336914,0.00044798138331790456,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9612068965517241,0.9570815450643777,0.9399141630901288,0.9527342015687436,0.009220255642457714,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,90,
417,0.15490086873372397,0.0017893996283249653,0.012361685434977213,0.00018408264713947782,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8632478632478633,0.9051724137931034,0.8706896551724138,0.8797033107377935,0.01826383447496854,171,0.9612068965517241,0.9570815450643777,0.9356223175965666,0.9513035864042229,0.011215503400413104,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,100,
418,0.16765944163004556,0.0008672557299152132,0.013249079386393229,0.00010887427915962395,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8717948717948718,0.9051724137931034,0.8706896551724138,0.8825523135867964,0.01600118903817608,162,0.9568965517241379,0.9570815450643777,0.944206008583691,0.9527280351240689,0.00602645600112051,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,110,
419,0.1847670873006185,0.001453893741747121,0.01423954963684082,0.0001702216267861427,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8547008547008547,0.9137931034482759,0.8706896551724138,0.8797278711071814,0.024956501837789594,168,0.9568965517241379,0.9570815450643777,0.9356223175965666,0.9498668047950275,0.010072656627203476,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,120,
420,0.2000445524851481,0.001533706603551891,0.015507380167643229,0.00013585847593479807,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8547008547008547,0.9224137931034483,0.8706896551724138,0.8826014343255723,0.02889842404842145,148,0.9568965517241379,0.9570815450643777,0.944206008583691,0.9527280351240689,0.00602645600112051,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,130,
421,0.21542604764302573,0.0030268624263448548,0.016720056533813477,7.998531741237759e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8461538461538461,0.9224137931034483,0.8706896551724138,0.8797524314765695,0.03178569188532692,166,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,140,
422,0.2335948944091797,0.00415533459195834,0.017667531967163086,0.0004347419237378846,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8547008547008547,0.9224137931034483,0.853448275862069,0.8768543078887907,0.03221947918268595,183,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,150,
423,0.24616177876790366,0.001674340168247222,0.019600947697957356,0.0007110200431199032,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,160,
424,0.26525600751241046,0.003970383723654714,0.019718408584594727,0.0003210793429397169,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8632478632478633,0.9224137931034483,0.8620689655172413,0.8825768739561844,0.028173066870376424,151,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,170,
425,0.27480459213256836,0.004453368482940038,0.020928462346394856,0.00033853783440183205,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9570815450643777,0.944206008583691,0.9527280351240689,0.00602645600112051,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,180,
426,0.28896045684814453,0.002998327866313957,0.021711111068725586,0.0004149646431543391,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,190,
427,0.303815762201945,0.004013564752321732,0.023616631825764973,0.0014364501987533928,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.853448275862069,0.8768297475194027,0.026441447758854892,187,0.9568965517241379,0.9570815450643777,0.9399141630901288,0.9512974199595482,0.008049532423288968,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,200,
428,0.32022619247436523,0.0022817620227552457,0.024190505345662434,0.0003821822472602241,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8620689655172413,0.8797033107377935,0.02410992776496245,171,0.9525862068965517,0.9570815450643777,0.944206008583691,0.9512912535148734,0.005335574827633457,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,210,
429,0.3327482541402181,0.0015201580860146825,0.024742682774861652,0.0002741215359558611,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8717948717948718,0.9137931034482759,0.8620689655172413,0.8825523135867964,0.022444576577385106,162,0.9568965517241379,0.9570815450643777,0.9484978540772532,0.9541586502885896,0.004003499797568273,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,220,
430,0.35042492548624676,0.0023488074303769056,0.026273488998413086,0.00037142589635267767,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8717948717948718,0.9137931034482759,0.8706896551724138,0.8854258768051871,0.020063732396389793,146,0.9525862068965517,0.9570815450643777,0.944206008583691,0.9512912535148734,0.005335574827633457,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,230,
431,0.36615896224975586,0.0027268547119730004,0.02721516291300456,0.000449840550060058,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8632478632478633,0.9137931034482759,0.8706896551724138,0.8825768739561842,0.022281304637734183,156,0.9525862068965517,0.9570815450643777,0.944206008583691,0.9512912535148734,0.005335574827633457,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,240,
432,0.016650994618733723,0.00045829658868633326,0.002438624699910482,0.00010320455840494046,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7435897435897436,0.8620689655172413,0.7672413793103449,0.79096669613911,0.05119569969639557,450,0.9094827586206896,0.9012875536480687,0.8583690987124464,0.8897131369937349,0.022414681170607468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,10,
433,0.03065315882364909,0.0006214388179040214,0.003541866938273112,3.137255937343114e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8034188034188035,0.8879310344827587,0.8189655172413793,0.8367717850476472,0.0367276161286775,315,0.9267241379310345,0.9012875536480687,0.9141630901287554,0.9140582605692863,0.010384706605501176,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,20,
434,0.0456388791402181,0.0005428467083646859,0.004564444224039714,2.2292951692510696e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8103448275862069,0.8424206700068769,0.0283600702734731,295,0.9094827586206896,0.9055793991416309,0.9184549356223176,0.911172364461546,0.005390481477534626,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,30,
435,0.06064248085021973,0.00017742069854254466,0.0059350331624348955,5.783451374474499e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8547008547008547,0.8706896551724138,0.8362068965517241,0.8538658021416642,0.014089905254132496,222,0.9224137931034483,0.9141630901287554,0.9184549356223176,0.9183439396181737,0.0033692496670973504,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,40,
436,0.07695810000101726,0.00042485550072725753,0.006712913513183594,4.2027093718880925e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8362068965517241,0.8510659200314373,0.026230359523081823,226,0.9094827586206896,0.927038626609442,0.9184549356223176,0.9183254402841498,0.007167737997052295,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,50,
437,0.08974512418111165,0.0004399849063507635,0.00812387466430664,0.00034749854829298546,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8376068376068376,0.9051724137931034,0.8103448275862069,0.8510413596620493,0.03986169894017378,230,0.9267241379310345,0.9313304721030042,0.9184549356223176,0.9255031818854521,0.005326844604785971,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,60,
438,0.10490163167317708,0.00013821045493452247,0.009432156880696615,0.0005834871921780014,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8461538461538461,0.8879310344827587,0.8189655172413793,0.8510167992926614,0.028364260105697363,234,0.9396551724137931,0.9227467811158798,0.9184549356223176,0.9269522963839969,0.009151585618766925,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,70,
439,0.12554343541463217,0.0038228432797981667,0.01062321662902832,0.0004953679453126747,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8376068376068376,0.8879310344827587,0.8189655172413793,0.8481677964436586,0.02912857738553346,256,0.9310344827586207,0.927038626609442,0.9227467811158798,0.9269399634946476,0.0033841592198001983,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,80,
440,0.13563776016235352,0.0014145691288514044,0.011305729548136393,0.00041986517401032005,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8189655172413793,0.8453187935946557,0.03041190652689951,271,0.9353448275862069,0.9227467811158798,0.9184549356223176,0.9255155147748014,0.0071678228769734825,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,90,
441,0.15114029248555502,0.0027128486726342095,0.012311379114786783,0.0003850654341917257,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8275862068965517,0.8481923568130464,0.02810592781808358,247,0.9353448275862069,0.9184549356223176,0.9227467811158798,0.9255155147748013,0.007167822876973483,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,100,
442,0.1651477018992106,0.0006332088159535892,0.013249794642130533,0.00021239302779836678,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8275862068965517,0.8481923568130464,0.02810592781808358,247,0.9267241379310345,0.9227467811158798,0.9227467811158798,0.9240725667209313,0.0018749439834629233,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,110,
443,0.1798985799153646,0.002268281435589971,0.014060099919637045,9.582772700005292e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8275862068965517,0.8453187935946557,0.024043184162193528,271,0.9267241379310345,0.9227467811158798,0.9227467811158798,0.9240725667209313,0.0018749439834629233,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,120,
444,0.1953124205271403,0.002351892882933693,0.01540676752726237,0.0001416356645681136,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.811965811965812,0.8879310344827587,0.8275862068965517,0.8424943511150408,0.03275533881208536,283,0.9310344827586207,0.927038626609442,0.9227467811158798,0.9269399634946476,0.0033841592198001983,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,130,
445,0.20910795529683432,0.0008813125997914039,0.01640764872233073,0.00028930856502008503,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8362068965517241,0.8482169171824344,0.02880375369503841,243,0.9267241379310345,0.9313304721030042,0.9227467811158798,0.9269337970499728,0.003507411719034017,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,140,
446,0.22485788663228354,0.0023389980090932788,0.017402251561482746,0.00010624703994277206,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8275862068965517,0.8481923568130464,0.02810592781808358,247,0.9267241379310345,0.9184549356223176,0.9227467811158798,0.9226419515564107,0.003376701411439468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,150,
447,0.2404952049255371,0.004105677037408335,0.01883077621459961,0.0005240017677478887,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8275862068965517,0.8481923568130464,0.02810592781808358,247,0.9267241379310345,0.9184549356223176,0.9227467811158798,0.9226419515564107,0.003376701411439468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,160,
448,0.2553829352060954,0.0055400165417937184,0.019667704900105793,9.362422332859642e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8461538461538461,0.8793103448275862,0.8275862068965517,0.8510167992926614,0.02139443613185298,234,0.9267241379310345,0.9184549356223176,0.9227467811158798,0.9226419515564107,0.003376701411439468,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,170,
449,0.27095913887023926,0.002861210148038235,0.020808617273966473,9.684301943920893e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8376068376068376,0.8793103448275862,0.8189655172413793,0.8452942332252676,0.025228245977448258,278,0.9224137931034483,0.9141630901287554,0.9227467811158798,0.9197745547826944,0.003970232732549538,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,180,
450,0.2836012840270996,0.0030855552267707496,0.02187458674112956,0.0006709588042870946,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8103448275862069,0.8367226643088711,0.030398792947659615,322,0.9224137931034483,0.9098712446351931,0.9141630901287554,0.9154827092891322,0.005204800768902879,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,190,
451,0.2997708320617676,0.004062050634325284,0.023128430048624676,0.000285531529900243,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9267241379310345,0.9141630901287554,0.9141630901287554,0.9183501060628485,0.005921334719866606,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,200,
452,0.3126101493835449,0.003274072619964755,0.024007081985473633,0.0001292889825913145,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8205128205128205,0.8879310344827587,0.8017241379310345,0.8367226643088713,0.03701329968348488,318,0.9267241379310345,0.9098712446351931,0.9141630901287554,0.9169194908983277,0.007150911923763186,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,210,
453,0.327609380086263,0.0018390077192732748,0.024799346923828125,0.0003177772356570527,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8290598290598291,0.8793103448275862,0.8103448275862069,0.8395716671578741,0.029119692045560044,303,0.9267241379310345,0.9141630901287554,0.9141630901287554,0.9183501060628485,0.005921334719866606,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,220,
454,0.3437186082204183,0.002993526943377776,0.025887489318847656,0.0002697834489312542,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8205128205128205,0.8793103448275862,0.8017241379310345,0.8338491010904804,0.033048420636829064,330,0.9310344827586207,0.9141630901287554,0.9184549356223176,0.9212175028365645,0.007159367082253944,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,230,
455,0.36078961690266925,0.0021697311256413123,0.027939399083455402,0.0011260522756066837,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8290598290598291,0.8879310344827587,0.8103448275862069,0.8424452303762648,0.033058348430718344,291,0.9310344827586207,0.9141630901287554,0.9184549356223176,0.9212175028365645,0.007159367082253944,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,240,
456,0.01568778355916341,0.00024859260414725263,0.0023827552795410156,9.373641035899838e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7863247863247863,0.8448275862068966,0.7758620689655172,0.8023381471657335,0.030346679512587318,418,0.8491379310344828,0.8540772532188842,0.8540772532188842,0.8524308124907504,0.002328418807370257,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,10,
457,0.03040766716003418,0.00024863167669082753,0.004071394602457683,0.0007703792238512113,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7413793103448276,0.793717457510561,0.046049625032652856,444,0.896551724137931,0.8884120171673819,0.8583690987124464,0.8811109466725865,0.016420666731758023,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,20,
458,0.045442422231038414,0.0009800854183582522,0.0047083695729573565,0.0001568173724134503,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7948717948717948,0.8706896551724138,0.7672413793103449,0.8109342764515178,0.04373319814955899,371,0.8836206896551724,0.8969957081545065,0.8755364806866953,0.8853842928321246,0.008849004953595344,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,30,
459,0.05916857719421387,0.00021601196940704281,0.005629698435465495,9.475838040814325e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8034188034188035,0.8879310344827587,0.7586206896551724,0.8166568425189116,0.05361421191729739,357,0.8793103448275862,0.9184549356223176,0.8755364806866953,0.891100587045533,0.01940370758701633,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,40,
460,0.07599409421284993,0.0013586278122019386,0.007147073745727539,0.0005771341177602903,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7777777777777778,0.8706896551724138,0.7586206896551724,0.8023627075351213,0.04894335049426223,415,0.8793103448275862,0.9055793991416309,0.8755364806866953,0.8868087415519708,0.013361978456293399,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,50,
461,0.0921479860941569,0.0026731204747820346,0.007678826649983724,0.00013274717902552396,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8034188034188035,0.8793103448275862,0.7758620689655172,0.8195304057373023,0.043742231627728466,354,0.8836206896551724,0.9141630901287554,0.8755364806866953,0.8911067534902077,0.016633993368080705,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,60,
462,0.1020800272623698,0.0009283209263413357,0.008954445521036783,0.00023673130742059878,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8034188034188035,0.8793103448275862,0.7672413793103449,0.8166568425189115,0.04669973245775003,360,0.8836206896551724,0.9055793991416309,0.8669527896995708,0.8853842928321246,0.01581847993901813,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,70,
463,0.11847130457560222,0.0014865707861432462,0.009772539138793945,0.00012272189628249346,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7863247863247863,0.8793103448275862,0.7758620689655172,0.8138324000392966,0.046496509215988205,362,0.8793103448275862,0.8927038626609443,0.8669527896995708,0.8796556657293669,0.010515666869308226,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,80,
464,0.1315921942392985,0.0011965859669828753,0.010740359624226889,0.00016228050486821277,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7692307692307693,0.8706896551724138,0.7672413793103449,0.8023872679045093,0.04830390942035626,412,0.8793103448275862,0.8798283261802575,0.8626609442060086,0.873933205071284,0.007973496720659229,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,90,
465,0.14716601371765137,0.0018718811883362107,0.012924591700236002,0.001034878435638833,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7863247863247863,0.8706896551724138,0.7672413793103449,0.808085273602515,0.04494830771476514,379,0.8793103448275862,0.8841201716738197,0.871244635193133,0.8782250505648462,0.005312140663544581,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,100,
466,0.16162665685017905,0.0014956186973496446,0.013825496037801107,0.000979675167574489,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7863247863247863,0.8706896551724138,0.7758620689655172,0.8109588368209057,0.04245150259877439,368,0.8793103448275862,0.8798283261802575,0.871244635193133,0.8767944354003255,0.0039299947349621086,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,110,
467,0.179536501566569,0.0026393954351131127,0.014255921045939127,0.00023002985080200676,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7948717948717948,0.8620689655172413,0.7758620689655172,0.8109342764515178,0.03698116402660612,371,0.8836206896551724,0.8755364806866953,0.871244635193133,0.8768006018450003,0.005130963700189715,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,120,
468,0.19253460566202799,0.000589124745427999,0.01530615488688151,0.00029000039619380183,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7948717948717948,0.8620689655172413,0.7672413793103449,0.808060713233127,0.03982066843665493,381,0.8836206896551724,0.871244635193133,0.871244635193133,0.8753699866804795,0.005834128022961382,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,130,
469,0.20738879839579263,0.002048270736737269,0.016267061233520508,0.00038542696665571014,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.871244635193133,0.8725087563514381,0.008603341755798202,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,140,
470,0.22349627812703451,0.005301528411236679,0.018068631490071613,0.0013267289982054717,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.8669527896995708,0.8710781411869174,0.009040340185120222,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,150,
471,0.23535744349161783,0.0017123229469917037,0.018231550852457683,6.0062661999391755e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8583690987124464,0.8669527896995708,0.8696475260223965,0.010483539929236932,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,160,
472,0.2478469212849935,0.0025806437746156794,0.01920318603515625,0.0008237477723598819,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8669527896995708,0.8669527896995708,0.8725087563514379,0.007857323391163223,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,170,
473,0.2637193202972412,0.0028833716248340717,0.020469188690185547,0.00028669322763377823,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.8626609442060086,0.8626609442060086,0.8696475260223965,0.009880518759365063,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,180,
474,0.2788658142089844,0.0012507203692906207,0.021385828653971355,0.0001597680041203642,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8793103448275862,0.8626609442060086,0.8626609442060086,0.8682107444132011,0.007848602721472695,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,190,
475,0.29388101895650226,0.0008646700092812659,0.024017333984375,0.0019182296960823689,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.871244635193133,0.8669527896995708,0.8739393715159588,0.007066395833787455,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,200,
476,0.30814115206400555,0.0009953188309838868,0.023673613866170246,0.00013872196528671586,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.7672413793103449,0.8051871500147362,0.035941732169941114,390,0.8836206896551724,0.871244635193133,0.8669527896995708,0.8739393715159588,0.007066395833787455,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,210,
477,0.32239270210266113,0.002970659318012771,0.02615634600321452,0.002557687075889209,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8836206896551724,0.8755364806866953,0.8669527896995708,0.8753699866804796,0.006805660018105771,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,220,
478,0.3366102377573649,0.0010817192613090832,0.025815169016520183,0.00020576194080861404,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7863247863247863,0.853448275862069,0.7672413793103449,0.8023381471657333,0.03697051119777038,421,0.8836206896551724,0.8755364806866953,0.8669527896995708,0.8753699866804796,0.006805660018105771,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,230,
479,0.3520473639170329,0.001257000427831341,0.027179161707560223,0.00028758883611294236,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7863247863247863,0.8620689655172413,0.7672413793103449,0.8052117103841242,0.040952042698535335,387,0.8793103448275862,0.8841201716738197,0.8669527896995708,0.8767944354003255,0.007230818356040392,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,240,
0,0.0593265692392985,0.0005064875742747676,0.006009499231974284,0.00019405381430553605,42,"{'n_estimators': 30, 'random_state': 42}",0.6153846153846154,0.8103448275862069,0.75,0.7252431476569408,0.08149456991675137,21,0.8232758620689655,0.8326180257510729,0.7896995708154506,0.8151978195451631,0.01842895406287855,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,
1,0.07552297910054524,0.0006746463464435017,0.007266998291015625,5.512885118349521e-05,42,"{'n_estimators': 40, 'random_state': 42}",0.6581196581196581,0.8448275862068966,0.7844827586206896,0.7624766676490814,0.07779530248262796,17,0.8103448275862069,0.8669527896995708,0.8068669527896996,0.8280548566918258,0.027541614543345274,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,
2,0.09393628438313802,0.0008302200138676757,0.008680502573649088,0.00020317407169368252,42,"{'n_estimators': 50, 'random_state': 42}",0.6410256410256411,0.8017241379310345,0.7844827586206896,0.7424108458591218,0.07203488094655217,20,0.8275862068965517,0.871244635193133,0.8068669527896996,0.835232598293128,0.026832467571352978,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,
3,0.11307430267333984,0.0003092295404749569,0.010488669077555338,0.0002653527975303898,42,"{'n_estimators': 60, 'random_state': 42}",0.6495726495726496,0.7931034482758621,0.7241379310344828,0.722271342960998,0.058611066403155096,22,0.8405172413793104,0.8669527896995708,0.759656652360515,0.8223755611464654,0.045643222886670894,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,
4,0.13453412055969238,0.0024381233736733565,0.013512929280598959,0.0010890672815010332,42,"{'n_estimators': 70, 'random_state': 42}",0.7008547008547008,0.8017241379310345,0.7844827586206896,0.7623538658021416,0.04405244417778426,18,0.8448275862068966,0.8540772532188842,0.8154506437768241,0.8381184944008683,0.01646739554176977,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,
5,0.15202069282531738,0.0035870199122985612,0.013610521952311197,0.00024517363049025436,42,"{'n_estimators': 80, 'random_state': 42}",0.6837606837606838,0.7931034482758621,0.7672413793103449,0.7480351704489636,0.04665918189078248,19,0.853448275862069,0.8454935622317596,0.8197424892703863,0.8395614424547383,0.014385468274795218,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,
6,0.16923896471659342,0.0003455527462321048,0.015253623326619467,0.00017856234052128004,42,"{'n_estimators': 90, 'random_state': 42}",0.7521367521367521,0.7931034482758621,0.8103448275862069,0.7851950093329404,0.024412463575911307,16,0.8922413793103449,0.8369098712446352,0.8154506437768241,0.8482006314439348,0.032350324216338724,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,
7,0.19097582499186197,0.0016664875110043564,0.01693415641784668,0.00041512848905096315,42,"{'n_estimators': 100, 'random_state': 42}",0.7435897435897436,0.8448275862068966,0.8189655172413793,0.8024609490126732,0.04294629028415121,13,0.8879310344827587,0.8626609442060086,0.8197424892703863,0.8567781559863845,0.028146933787686942,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,
8,0.2073787053426107,0.0015108238822593857,0.018630425135294598,0.0009696774148393627,42,"{'n_estimators': 110, 'random_state': 42}",0.7521367521367521,0.853448275862069,0.8189655172413793,0.8081835150800668,0.042057063519629845,7,0.8879310344827587,0.8841201716738197,0.8369098712446352,0.8696536924670711,0.023205588982287223,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,
9,0.2284992535909017,0.0015323730364597242,0.020691792170206707,0.0011056957722172013,42,"{'n_estimators': 120, 'random_state': 42}",0.7350427350427351,0.853448275862069,0.7931034482758621,0.7938648197268887,0.04834185756356881,14,0.8922413793103449,0.8798283261802575,0.8369098712446352,0.869659858911746,0.023705727031662162,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,
10,0.24508182207743326,0.0021430179001830476,0.02101310094197591,0.00027565094653671983,42,"{'n_estimators': 130, 'random_state': 42}",0.717948717948718,0.8448275862068966,0.7931034482758621,0.7852932508104922,0.05209165762355884,15,0.8922413793103449,0.8798283261802575,0.8454935622317596,0.8725210892407874,0.019771804574028884,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,
11,0.2617594401041667,0.0012683017233283086,0.022539138793945312,0.00019855396586240288,42,"{'n_estimators': 140, 'random_state': 42}",0.7606837606837606,0.8620689655172413,0.8017241379310345,0.8081589547106788,0.04163968531759418,9,0.9094827586206896,0.8841201716738197,0.8454935622317596,0.8796988308420897,0.026309890468389826,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,
12,0.2792520523071289,0.0005324441871180945,0.02494637171427409,0.0006999843974089796,42,"{'n_estimators': 150, 'random_state': 42}",0.7606837606837606,0.853448275862069,0.8103448275862069,0.8081589547106788,0.03790248320130336,9,0.9137931034482759,0.8884120171673819,0.8454935622317596,0.8825662276158058,0.028187902537644742,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,
13,0.3007016181945801,0.0017988301909985672,0.027031342188517254,0.001832071671480586,42,"{'n_estimators': 160, 'random_state': 42}",0.7692307692307693,0.8362068965517241,0.8103448275862069,0.8052608311229,0.02757819999875958,11,0.9181034482758621,0.8669527896995708,0.8412017167381974,0.8754193182378768,0.0319607118974763,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,
14,0.31902352968851727,0.002344070468609293,0.027576764424641926,0.0006974059647494428,42,"{'n_estimators': 170, 'random_state': 42}",0.7521367521367521,0.8362068965517241,0.8362068965517241,0.8081835150800668,0.03963104614077268,7,0.9137931034482759,0.8669527896995708,0.8497854077253219,0.8768437669577228,0.027050814544501596,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,
15,0.3397548198699951,0.002684757216080662,0.029316027959187824,0.0010252870539888374,42,"{'n_estimators': 180, 'random_state': 42}",0.7692307692307693,0.8448275862068966,0.8275862068965517,0.8138815207780725,0.032347936569278,4,0.9181034482758621,0.8669527896995708,0.8497854077253219,0.8782805485669183,0.02901812372620362,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,
16,0.3561576207478841,0.0030054663298910928,0.03100419044494629,0.0006178996391718592,42,"{'n_estimators': 190, 'random_state': 42}",0.7777777777777778,0.8448275862068966,0.8189655172413793,0.8138569604086846,0.027610290560828178,6,0.9181034482758621,0.8669527896995708,0.8369098712446352,0.8739887030733561,0.0335184257340546,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,
17,0.3776083787282308,0.001631422158521892,0.032478650410970054,0.0009682411929310015,42,"{'n_estimators': 200, 'random_state': 42}",0.7777777777777778,0.8275862068965517,0.8103448275862069,0.8052362707535122,0.02065256913000794,12,0.9137931034482759,0.8626609442060086,0.8369098712446352,0.8711213062996399,0.03195247662374283,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,
18,0.3957539399464925,0.001671586707545282,0.034132957458496094,0.0004545526754400249,42,"{'n_estimators': 210, 'random_state': 42}",0.7948717948717948,0.853448275862069,0.8017241379310345,0.8166814028882993,0.026148178554185577,3,0.9181034482758621,0.8884120171673819,0.8326180257510729,0.879711163731439,0.035437437867748035,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,
19,0.4128505388895671,0.0034999380172096102,0.03555830319722494,0.0010518288134843535,42,"{'n_estimators': 220, 'random_state': 42}",0.7777777777777778,0.8362068965517241,0.8362068965517241,0.8167305236270753,0.027543750735874426,1,0.9137931034482759,0.8798283261802575,0.8412017167381974,0.8782743821222437,0.029655673012366646,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,
20,0.4350402355194092,0.002166379395415263,0.03792794545491537,0.0018261653423221255,42,"{'n_estimators': 230, 'random_state': 42}",0.7692307692307693,0.8448275862068966,0.8275862068965517,0.8138815207780725,0.032347936569278,4,0.9094827586206896,0.871244635193133,0.8369098712446352,0.8725457550194861,0.029642038617772395,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,
21,0.4485897223154704,0.0013052008948188757,0.03855355580647787,0.00027373120306798445,42,"{'n_estimators': 240, 'random_state': 42}",0.7863247863247863,0.8620689655172413,0.8017241379310345,0.8167059632576873,0.03268676070392453,2,0.9137931034482759,0.8841201716738197,0.8497854077253219,0.8825662276158058,0.026154124398038964,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,
0,0.16184584299723306,0.0010134065647435977,0.001598676045735677,8.036046273251783e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8632478632478633,0.9224137931034483,0.8879310344827587,0.8911975636113567,0.024264576008796387,66,0.9827586206896551,0.9828326180257511,0.9828326180257511,0.9828079522470524,3.488267876211064e-05,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.05
1,0.21492155392964682,0.002687348107314879,0.0017200311024983723,4.0864663164537425e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8974358974358975,0.9310344827586207,0.896551724137931,0.9083407014441498,0.016050985917111796,64,0.9956896551724138,1.0,0.9957081545064378,0.9971326032262838,0.0020275697685945924,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.05
2,0.2678369681040446,0.001554717107807702,0.0018415451049804688,2.5665919686845766e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8974358974358975,0.9224137931034483,0.896551724137931,0.905467138225759,0.011988529914404113,65,0.9956896551724138,1.0,1.0,0.9985632183908045,0.002031916037892369,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.05
3,0.32433120409647626,0.0013295952744290128,0.002088308334350586,0.0001702952997626322,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.905982905982906,0.9396551724137931,0.9051724137931034,0.916936830729934,0.016067700749139675,62,0.9956896551724138,1.0,1.0,0.9985632183908045,0.002031916037892369,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.05
4,0.37864915529886883,0.0027568162071783617,0.0020280679066975913,6.02607642397783e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.9230769230769231,0.9396551724137931,0.9051724137931034,0.9226348364279399,0.01408099762036518,61,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.05
5,0.42955319086710614,0.0014167936593657991,0.0021549065907796225,6.984900337652649e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.9316239316239316,0.9482758620689655,0.9137931034482759,0.9312309657137243,0.014080269343496824,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.05
6,0.487629493077596,0.00292034921379063,0.002485990524291992,0.0003969510154472591,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.9401709401709402,0.9396551724137931,0.9310344827586207,0.9369535317811181,0.004190692869751019,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.05
7,0.5417555967966715,0.0032955290975811217,0.002241055170694987,6.159674714122084e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.9487179487179487,0.9482758620689655,0.9310344827586207,0.9426760978485116,0.008233843232949603,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.05
8,0.5948728720347086,0.005491827874064005,0.0023218790690104165,2.2257225331036054e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.9572649572649573,0.9568965517241379,0.9310344827586207,0.9483986639159053,0.012279251364473201,53,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.05
9,0.6487911542256674,0.004662332848316603,0.0025728543599446616,0.0002023326254289567,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.9572649572649573,0.9568965517241379,0.9396551724137931,0.9512722271342962,0.008215874915673795,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.05
10,0.7048600514729818,0.0032197681967807506,0.0025054613749186196,2.0343810282002585e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.9487179487179487,0.9655172413793104,0.9396551724137931,0.9512967875036841,0.010714459386156706,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.05
11,0.756077766418457,0.001526201680933148,0.002549250920613607,1.7692664913207412e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9396551724137931,0.9569947932016897,0.012261553801043974,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.05
12,0.8117912610371908,0.00322641468466344,0.0026375452677408853,4.3604897628045316e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9396551724137931,0.9569947932016897,0.012261553801043974,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.05
13,0.8721097310384115,0.005827300944242007,0.002696832021077474,2.710385731986071e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.9658119658119658,0.9568965517241379,0.9396551724137931,0.954121229983299,0.010857294576844097,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.05
14,0.9189073244730631,0.006630229976738193,0.0027573108673095703,1.3449005867166952e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.9743589743589743,0.9568965517241379,0.9396551724137931,0.9569702328323019,0.014167863613164963,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.05
15,0.9693440596262614,0.0023720389913040323,0.002902428309122721,8.19721616147482e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.9743589743589743,0.9655172413793104,0.9482758620689655,0.9627173592690834,0.01083087228117474,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.05
16,1.0273489157358806,0.005560963192981986,0.0030275185902913413,0.00011617230526885201,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.9743589743589743,0.9655172413793104,0.9482758620689655,0.9627173592690834,0.01083087228117474,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.05
17,1.082894007364909,0.00037347575159667326,0.003063837687174479,0.00016575394307086826,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.9743589743589743,0.9568965517241379,0.9482758620689655,0.9598437960506926,0.0108504031729581,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.05
18,1.1337087154388428,0.005850376406767116,0.003096898396809896,4.755054527648375e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.9743589743589743,0.9568965517241379,0.9482758620689655,0.9598437960506926,0.0108504031729581,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.05
19,1.1958219210306804,0.002809060557692551,0.0031446615854899087,0.00010063831198698157,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.9743589743589743,0.9568965517241379,0.9482758620689655,0.9598437960506926,0.0108504031729581,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.05
20,1.2492371400197346,0.004726060811687247,0.003192424774169922,4.074237987125096e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.9743589743589743,0.9568965517241379,0.9396551724137931,0.9569702328323019,0.014167863613164963,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.05
21,1.299019495646159,0.0017009266610927595,0.003317753473917643,5.205332776012218e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.9743589743589743,0.9568965517241379,0.9396551724137931,0.9569702328323019,0.014167863613164963,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.05
22,0.1636809508005778,0.0034419685388870523,0.0016597906748453777,9.69699162970838e-06,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8974358974358975,0.9310344827586207,0.9051724137931034,0.9112142646625405,0.014366493549656112,63,0.9956896551724138,1.0,1.0,0.9985632183908045,0.002031916037892369,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.1
23,0.21674609184265137,0.001202549516065305,0.0018058617909749348,5.85314239618274e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.9145299145299145,0.9482758620689655,0.9051724137931034,0.9226593967973278,0.018512035270234702,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.1
24,0.2716992696126302,0.002661690867504211,0.0018800099690755208,6.506260088895334e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.9401709401709402,0.9655172413793104,0.9051724137931034,0.9369535317811181,0.02474049772690429,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.1
25,0.32449181874593097,0.0013348868856583257,0.001965045928955078,9.568479501910153e-06,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.9572649572649573,0.9655172413793104,0.9137931034482759,0.9455251006975146,0.02268942169595436,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.1
26,0.3816487789154053,0.0018808388929219824,0.0020252068837483725,3.5695082544092576e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.9572649572649573,0.9568965517241379,0.9310344827586207,0.9483986639159053,0.012279251364473201,53,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.1
27,0.43555887540181476,0.00048494008176815735,0.0021649996439615884,3.3028408006174585e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.9572649572649573,0.9741379310344828,0.9396551724137931,0.9570193535710777,0.014078598448330985,10,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.1
28,0.48752013842264813,0.0021757705615921626,0.002227942148844401,1.0527079511282306e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.9572649572649573,0.9655172413793104,0.9396551724137931,0.9541457903526869,0.010786057496114883,27,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.1
29,0.5412905216217041,0.0038941772551698353,0.002320369084676107,1.9876478384096958e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.9658119658119658,0.9568965517241379,0.9482758620689655,0.9569947932016897,0.007159421399445206,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.1
30,0.5986016591389974,0.002727033308152141,0.0023880799611409507,2.797015655740725e-05,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.9658119658119658,0.9568965517241379,0.9482758620689655,0.9569947932016897,0.007159421399445206,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.1
31,0.6539037227630615,0.002651927408213082,0.0025122960408528647,5.7939911695996606e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.9658119658119658,0.9568965517241379,0.9482758620689655,0.9569947932016897,0.007159421399445206,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.1
32,0.7060017585754395,0.0033542785340863698,0.0025063355763753257,2.512674943862747e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.9658119658119658,0.9568965517241379,0.9482758620689655,0.9569947932016897,0.007159421399445206,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.1
33,0.7596642971038818,0.0005929593248702074,0.002553542455037435,6.296939147167303e-06,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9482758620689655,0.9598683564200806,0.008198014376797869,3,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.1
34,0.8154507478078207,0.004233193331269598,0.002722024917602539,1.3697488012524059e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9482758620689655,0.9598683564200806,0.008198014376797869,3,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.1
35,0.8716108004252116,0.0036675046725338535,0.0028511683146158853,0.00010168253478197903,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9482758620689655,0.9598683564200806,0.008198014376797869,3,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.1
36,0.9219601154327393,0.002621920995109997,0.003156741460164388,0.000638047862767119,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9396551724137931,0.9569947932016897,0.012261553801043974,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.1
37,0.9804253578186035,0.0009682779368636837,0.0028863747914632163,4.573260860505176e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9396551724137931,0.9569947932016897,0.012261553801043974,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.1
38,1.062076727549235,0.03468534833915065,0.0031432310740152993,7.829920072434885e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9396551724137931,0.9569947932016897,0.012261553801043974,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.1
39,1.0898261070251465,0.00787916118147697,0.0030982494354248047,0.00010283849461493447,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.9658119658119658,0.9568965517241379,0.9396551724137931,0.954121229983299,0.010857294576844097,28,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.1
40,1.1441856225331624,0.008865865449693108,0.0032196839650472007,4.6449150073377155e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9396551724137931,0.9569947932016897,0.012261553801043974,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.1
41,1.191801945368449,0.004315206603115184,0.0032242139180501304,3.294511908612756e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.9658119658119658,0.9568965517241379,0.9482758620689655,0.9569947932016897,0.007159421399445206,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.1
42,1.2532988389333088,0.005454910444189381,0.003365596135457357,0.00010155369028942193,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9482758620689655,0.9598683564200806,0.008198014376797869,3,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.1
43,1.2912646929423015,0.006184013377981465,0.003336826960245768,9.068483619948169e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.9658119658119658,0.9655172413793104,0.9396551724137931,0.9569947932016897,0.012261553801043974,11,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.1
44,0.16336687405904135,0.002060573314744773,0.0016204516092936199,1.2640432527500884e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9743589743589743,0.9568965517241379,0.9396551724137931,0.9569702328323019,0.014167863613164963,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.5
45,0.2160027027130127,0.0011272406383054164,0.0017155011494954426,2.334906666996736e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.5
46,0.2695462703704834,0.0008505502528671855,0.001833200454711914,1.66016502267025e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9482758620689655,0.9541212299832988,0.008266598581510872,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.5
47,0.32776037851969403,0.003770764658866702,0.0018941561381022136,3.943663996720011e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.5
48,0.3802331288655599,0.0015900722624906341,0.0022096633911132812,0.000192251237534669,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.5
49,0.4332873026529948,0.0006239511037404165,0.002229452133178711,0.00012090572631086815,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.5
50,0.4493448734283447,0.0038453106357359186,0.0021162033081054688,2.2305414084530364e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.5
51,0.4711925188700358,0.005492897388479534,0.0022192796071370444,6.077081256363931e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.5
52,0.4796530405680339,0.004719427813728295,0.0021727879842122397,7.037894975737684e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.5
53,0.5042187372843424,0.006349713889644668,0.002185821533203125,1.8468849687444587e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.5
54,0.5116225083669027,0.0029011422583930697,0.002201636632283529,2.3178842320759712e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.5
55,0.5268202622731527,0.006804537099815264,0.0022663275400797525,2.433764689530353e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.5
56,0.5436795552571615,0.011341535045687247,0.002283970514933268,0.00011142599418200649,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.5
57,0.5516940752665201,0.003896503839121179,0.0022568702697753906,3.7335161942929004e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.5
58,0.5661415259043375,0.007377593580144365,0.0023053487141927085,5.985725702268825e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.5
59,0.587782621383667,0.006918626619549428,0.00239411989847819,6.88046810693084e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.5
60,0.595198392868042,0.005449607529947472,0.002377033233642578,8.354793922814315e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.5
61,0.6080380280812582,0.00532472150702254,0.0023358662923177085,2.0945885959743364e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.5
62,0.6246539751688639,0.0038431769953764803,0.0023557345072428384,6.448574948342894e-06,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.5
63,0.6403553485870361,0.004378531818383804,0.0025028387705485025,3.4071526702604324e-06,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.5
64,0.6606225172678629,0.0011771646441522845,0.0024803479512532554,8.175412902569394e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.5
65,0.6751935482025146,0.005165682754487951,0.002444744110107422,1.816472126625409e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.9658119658119658,0.9482758620689655,0.9396551724137931,0.9512476667649081,0.010883264754713769,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.5
0,0.004414796829223633,0.0001768456317190995,0.0012748241424560547,4.4325769312190646e-05,42,{'random_state': 42},0.936,0.888,0.9516129032258065,0.925204301075269,0.027068563570546024,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,,
0,0.021175543467203777,0.00395102670429585,0.0027697881062825522,0.0005293743081421241,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.952,0.808,0.8951612903225806,0.8850537634408603,0.0592206133861542,245,0.8995983935742972,0.9196787148594378,0.868,0.8957590361445783,0.0212717009425766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,10,
1,0.031802733739217125,0.0019209845635639673,0.003530422846476237,2.7507025148510454e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.896,0.8,0.9112903225806451,0.8690967741935484,0.04925594139540057,369,0.8714859437751004,0.9116465863453815,0.888,0.8903775100401606,0.016481478865841472,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,20,
2,0.04539338747660319,0.0002363339790946271,0.004639228185017903,6.483534030326504e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.936,0.816,0.9112903225806451,0.8877634408602151,0.05173738572583232,222,0.8995983935742972,0.9116465863453815,0.896,0.9024149933065595,0.0066909810742872555,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,30,
3,0.059807141621907554,0.0005994862904090781,0.005611022313435872,1.7814333879336104e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.92,0.816,0.9112903225806451,0.8824301075268818,0.04710756492476985,260,0.8955823293172691,0.9196787148594378,0.896,0.9037536813922356,0.011261990066840881,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,40,
4,0.07562557856241862,0.0009705187686267492,0.006659030914306641,4.0226143947740444e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.928,0.816,0.8951612903225806,0.8797204301075269,0.04700932618914129,316,0.891566265060241,0.9196787148594378,0.888,0.8997483266398928,0.014167917808821987,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,50,
5,0.0893392562866211,0.000705298763674595,0.00769805908203125,1.968746620074719e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.928,0.816,0.8951612903225806,0.8797204301075269,0.04700932618914129,316,0.891566265060241,0.9156626506024096,0.872,0.8930763052208834,0.017857154128846878,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,60,
6,0.10605629285176595,0.000966772812220578,0.00886074701944987,1.2878036826089678e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.944,0.824,0.8951612903225806,0.8877204301075268,0.04927152524907246,232,0.8955823293172691,0.9236947791164659,0.872,0.8970923694779116,0.02113129926499418,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,70,
7,0.11873785654703777,0.0013135857542599086,0.009650309880574545,0.00012871958810305127,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.944,0.816,0.8951612903225806,0.8850537634408601,0.05274227636819459,246,0.8955823293172691,0.9156626506024096,0.872,0.8944149933065595,0.017844303842374072,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,80,
8,0.1364307403564453,0.0017305737340461134,0.012655258178710938,0.0007874078856591874,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.944,0.816,0.8951612903225806,0.8850537634408601,0.05274227636819459,246,0.8955823293172691,0.9156626506024096,0.88,0.8970816599732262,0.01459776595486003,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,90,
9,0.1483752727508545,0.0008780907609120981,0.011815071105957031,0.00010548991621734592,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.944,0.816,0.8951612903225806,0.8850537634408601,0.05274227636819459,246,0.8955823293172691,0.9156626506024096,0.896,0.9024149933065595,0.009369060076337055,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,100,
10,0.16434812545776367,0.00140777053155534,0.013441642125447592,0.0006184839067328008,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.952,0.816,0.9032258064516129,0.8904086021505376,0.05625661765263193,217,0.9076305220883534,0.9156626506024096,0.912,0.911764390896921,0.0032833322355668893,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,110,
11,0.18023943901062012,0.0007614246619158788,0.014480670293172201,9.502634671315383e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.944,0.808,0.9032258064516129,0.8850752688172042,0.05698585504206902,235,0.9036144578313253,0.9156626506024096,0.912,0.9104257028112449,0.0050430510600358676,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,120,
12,0.19277556737263998,0.0005658007386061535,0.015497605005900065,0.0004955483502945832,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.944,0.816,0.9032258064516129,0.8877419354838709,0.05339046541040364,230,0.9116465863453815,0.9156626506024096,0.912,0.913103078982597,0.001815632205877616,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,130,
13,0.2116851011912028,0.0032156766191315366,0.016379276911417644,0.0006245598564306431,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.944,0.808,0.9112903225806451,0.8877634408602151,0.057960536129423576,222,0.9036144578313253,0.9116465863453815,0.908,0.9077536813922356,0.003283725197493132,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,140,
14,0.22467668851216635,0.0025413922382419513,0.01740709940592448,0.00038012278369385416,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.944,0.808,0.9112903225806451,0.8877634408602151,0.057960536129423576,222,0.8955823293172691,0.9116465863453815,0.908,0.9050763052208836,0.006876340200881549,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,150,
15,0.23819947242736816,0.0023718031477052985,0.01825682322184245,0.0001592434240886527,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.944,0.816,0.9032258064516129,0.8877419354838709,0.05339046541040364,230,0.8995983935742972,0.9156626506024096,0.908,0.9077536813922356,0.006560517922070541,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,160,
16,0.253081480662028,0.0008132125676915957,0.019353628158569336,0.00013511849305452935,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.936,0.816,0.9112903225806451,0.8877634408602151,0.05173738572583232,222,0.8995983935742972,0.9156626506024096,0.908,0.9077536813922356,0.006560517922070541,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,170,
17,0.2692244052886963,0.0025886701531590275,0.02048484484354655,0.00015902981917401834,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.936,0.816,0.9112903225806451,0.8877634408602151,0.05173738572583232,222,0.8995983935742972,0.9156626506024096,0.908,0.9077536813922356,0.006560517922070541,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,180,
18,0.28421902656555176,0.002345524231692951,0.022162199020385742,0.0006632338072537697,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.936,0.816,0.9112903225806451,0.8877634408602151,0.05173738572583232,222,0.8995983935742972,0.9156626506024096,0.908,0.9077536813922356,0.006560517922070541,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,190,
19,0.2986408869425456,0.002599285932883265,0.022542715072631836,4.00221407757309e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.936,0.816,0.9112903225806451,0.8877634408602151,0.05173738572583232,222,0.9036144578313253,0.9156626506024096,0.904,0.9077590361445783,0.005590915358238833,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,200,
20,0.3124559720357259,0.0009199671688662317,0.02404157320658366,0.0006588601368915708,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.936,0.816,0.9112903225806451,0.8877634408602151,0.05173738572583232,222,0.9076305220883534,0.9156626506024096,0.904,0.9090977242302544,0.004872977622383129,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,210,
21,0.32950297991434735,0.0030452318396469945,0.024742603302001953,0.0005032325522856685,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.936,0.816,0.9032258064516129,0.8850752688172042,0.05064307463226384,235,0.9036144578313253,0.9156626506024096,0.9,0.9064257028112449,0.006696117269290355,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,220,
22,0.34334270159403485,0.0026926182436721553,0.025902827580769856,0.00023931290527014356,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.936,0.816,0.9032258064516129,0.8850752688172042,0.05064307463226384,235,0.9036144578313253,0.9156626506024096,0.9,0.9064257028112449,0.006696117269290355,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,230,
23,0.3579494158426921,0.0047646595506849795,0.02648297945658366,0.00019041534655582664,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.928,0.816,0.9032258064516129,0.8824086021505376,0.04803482761625177,265,0.9076305220883534,0.9156626506024096,0.9,0.907764390896921,0.006394950957159909,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,240,
24,0.015769322713216145,0.00015899514383547057,0.002412716547648112,1.4899836587311962e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.952,0.824,0.8951612903225806,0.8903870967741935,0.052364712628691065,218,0.8995983935742972,0.9076305220883534,0.868,0.8917429718875501,0.017106047812714804,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,10,
25,0.029803752899169922,6.154740716307081e-05,0.0034494400024414062,8.490402170606999e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.912,0.784,0.9112903225806451,0.8690967741935484,0.06017320358277265,369,0.8755020080321285,0.9036144578313253,0.884,0.8877054886211512,0.01177215479763444,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,20,
26,0.04471635818481445,0.0006725365384184092,0.004556417465209961,3.977281176471107e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.936,0.808,0.9112903225806451,0.8850967741935484,0.05544111881284734,233,0.8955823293172691,0.9076305220883534,0.9,0.9010709504685409,0.004976607843491564,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,30,
27,0.060562690099080406,0.0012330817347067304,0.005547444025675456,4.073276741862898e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.92,0.808,0.9112903225806451,0.8797634408602151,0.05086883920607644,284,0.891566265060241,0.9076305220883534,0.892,0.8970655957161981,0.007472629320227621,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,40,
28,0.07512815793355306,0.0006997765315460858,0.006755749384562175,0.00019783832650887214,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.928,0.808,0.8951612903225806,0.8770537634408603,0.05063537562698743,340,0.891566265060241,0.9116465863453815,0.888,0.8970709504685409,0.01040885624618633,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,50,
29,0.08925763765970866,0.0008259250964502338,0.007813056310017904,0.00018165580073361895,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.928,0.808,0.8951612903225806,0.8770537634408603,0.05063537562698743,340,0.891566265060241,0.9076305220883534,0.872,0.8903989290495314,0.014569500817199925,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,60,
30,0.10417628288269043,0.0008346230720535018,0.008827686309814453,0.0001314831809538776,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.944,0.8,0.8951612903225806,0.8797204301075269,0.05979306048439409,316,0.8955823293172691,0.9076305220883534,0.876,0.8930709504685409,0.013034639738963062,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,70,
31,0.11990793546040852,0.0016096116780741814,0.009664138158162435,0.00019789089955612955,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.876,0.8930709504685409,0.013034639738963062,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,80,
32,0.13319762547810873,0.00029488644208912503,0.01109170913696289,0.00036128468659480333,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.944,0.8,0.8951612903225806,0.8797204301075269,0.05979306048439409,316,0.8955823293172691,0.9076305220883534,0.88,0.8944042838018742,0.011310829063217913,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,90,
33,0.14970874786376953,0.0026388807886987896,0.012053648630777994,0.0001236869897278731,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.944,0.8,0.8951612903225806,0.8797204301075269,0.05979306048439409,316,0.8955823293172691,0.9076305220883534,0.904,0.9024042838018742,0.00504641588331248,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,100,
34,0.16473889350891113,0.002124391829626851,0.013164281845092773,1.2848085007960777e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.944,0.808,0.9032258064516129,0.8850752688172042,0.05698585504206902,235,0.8995983935742972,0.9076305220883534,0.908,0.9050763052208834,0.0038764043036172546,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,110,
35,0.17998202641805014,0.0018492087263535944,0.014003594716389975,2.6265269143216943e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.944,0.808,0.9032258064516129,0.8850752688172042,0.05698585504206902,235,0.891566265060241,0.9116465863453815,0.912,0.9050709504685409,0.009550344541278033,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,120,
36,0.19318906466166177,0.0004295722072115493,0.015043814977010092,0.00022919697171272881,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.944,0.808,0.9032258064516129,0.8850752688172042,0.05698585504206902,235,0.8995983935742972,0.9076305220883534,0.908,0.9050763052208834,0.0038764043036172546,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,130,
37,0.20781509081522623,0.0008746198389941337,0.016672134399414062,0.0008707188392366138,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.944,0.808,0.9032258064516129,0.8850752688172042,0.05698585504206902,235,0.891566265060241,0.9116465863453815,0.908,0.9037376171352075,0.00873425274396443,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,140,
38,0.22406005859375,0.0027551037823491187,0.01726643244425456,0.00013986934312089054,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.944,0.808,0.9032258064516129,0.8850752688172042,0.05698585504206902,235,0.8955823293172691,0.9076305220883534,0.908,0.9037376171352075,0.005768631728400273,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,150,
39,0.237579345703125,0.0020355964474699337,0.018720229466756184,0.000836191487962531,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.944,0.808,0.9032258064516129,0.8850752688172042,0.05698585504206902,235,0.8995983935742972,0.9076305220883534,0.908,0.9050763052208834,0.0038764043036172546,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,160,
40,0.250524361928304,0.00019771176831848177,0.020319223403930664,0.0010466132628929416,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.944,0.808,0.9032258064516129,0.8850752688172042,0.05698585504206902,235,0.8875502008032129,0.9116465863453815,0.912,0.9037322623828649,0.011443355074119156,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,170,
41,0.2656615575154622,0.0012149552272742482,0.021418253580729168,0.001401908007502375,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.936,0.808,0.9032258064516129,0.8824086021505377,0.05428945260474652,261,0.8955823293172691,0.9116465863453815,0.912,0.906409638554217,0.00765742316479849,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,180,
42,0.28258570035298664,0.002188907339681952,0.02131056785583496,0.0004326196929985428,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.936,0.808,0.9112903225806451,0.8850967741935484,0.05544111881284734,233,0.891566265060241,0.9116465863453815,0.912,0.9050709504685409,0.009550344541278033,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,190,
43,0.29962507883707684,0.0025344556401304696,0.02250043551127116,0.00019661167883543415,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.936,0.808,0.9032258064516129,0.8824086021505377,0.05428945260474652,261,0.8955823293172691,0.9116465863453815,0.904,0.9037429718875503,0.0065607233368614164,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,200,
44,0.31117018063863117,0.0013360590344499658,0.023897488911946613,0.0004990555286954501,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.936,0.808,0.9032258064516129,0.8824086021505377,0.05428945260474652,261,0.8995983935742972,0.9116465863453815,0.9,0.9037483266398928,0.00558731907756606,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,210,
45,0.3254452546437581,0.003021325026394905,0.024277687072753906,2.56104912570723e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.936,0.808,0.9032258064516129,0.8824086021505377,0.05428945260474652,261,0.8955823293172691,0.9116465863453815,0.9,0.902409638554217,0.006775930781710173,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,220,
46,0.3456517855326335,0.002488715291091128,0.025717814763387043,0.0003432320840046622,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.928,0.808,0.9032258064516129,0.879741935483871,0.05172761446089289,313,0.8955823293172691,0.9116465863453815,0.9,0.902409638554217,0.006775930781710173,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,230,
47,0.3598472277323405,0.003144775452215669,0.02818449338277181,0.001148998085780152,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.928,0.808,0.9032258064516129,0.879741935483871,0.05172761446089289,313,0.8955823293172691,0.9116465863453815,0.9,0.902409638554217,0.006775930781710173,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,240,
48,0.01651342709859212,0.000868034021687681,0.0028022130330403647,0.0004893455360706395,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.96,0.792,0.8870967741935484,0.8796989247311827,0.06878491177819382,326,0.9036144578313253,0.9076305220883534,0.868,0.8930816599732262,0.017811034843387568,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,10,
49,0.031702280044555664,0.001234807132489418,0.003579298655192057,2.267888634222256e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.904,0.808,0.9032258064516129,0.871741935483871,0.04507346298607096,356,0.8795180722891566,0.9036144578313253,0.892,0.8917108433734939,0.00983943283308542,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,20,
50,0.04540745417277018,0.00017355282300775618,0.004877487818400065,0.0003930776648210132,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.928,0.808,0.9032258064516129,0.879741935483871,0.05172761446089289,313,0.8955823293172691,0.9076305220883534,0.9,0.9010709504685409,0.004976607843491564,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,30,
51,0.05950347582499186,0.00018653074206178763,0.00575717290242513,0.00040861496161022083,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.92,0.808,0.9032258064516129,0.8770752688172044,0.04932131360731358,339,0.8955823293172691,0.9076305220883534,0.896,0.8997376171352075,0.005583730750991326,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,40,
52,0.0764463742574056,0.0018649934711416907,0.006922086079915364,0.00014422995048089652,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.912,0.808,0.8951612903225806,0.8717204301075269,0.04557854353177063,357,0.891566265060241,0.9076305220883534,0.888,0.8957322623828649,0.008538383907758892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,50,
53,0.09230232238769531,0.0018000846296940332,0.007820765177408854,0.0001921170867902424,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.92,0.808,0.8951612903225806,0.8743870967741936,0.048025516399718075,353,0.891566265060241,0.9076305220883534,0.872,0.8903989290495314,0.014569500817199925,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,60,
54,0.10426576932271321,0.0002533332752526325,0.00885788599650065,7.813641265391078e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9036144578313253,0.872,0.8903989290495314,0.013416885250654584,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,70,
55,0.12042053540547688,0.0018580992981039883,0.00986464818318685,0.00016961113282668022,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.944,0.8,0.8951612903225806,0.8797204301075269,0.05979306048439409,316,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,80,
56,0.13382442792256674,0.0004246900982678838,0.011115471522013346,0.00010467640637450357,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.944,0.8,0.8951612903225806,0.8797204301075269,0.05979306048439409,316,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,90,
57,0.15065606435139975,0.002396683847481351,0.01262958844502767,0.0006874180663398192,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.868,0.8904042838018742,0.016588222463914826,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,100,
58,0.16271162033081055,0.00031330656751830255,0.013597647349039713,0.0005415466684405082,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.868,0.8904042838018742,0.016588222463914826,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,110,
59,0.1802973747253418,0.0009203577473673919,0.014240582784016928,0.0003524120353266465,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,120,
60,0.19290335973103842,0.0006159142217326892,0.014946619669596354,0.0002200289905166067,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.868,0.8904042838018742,0.016588222463914826,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,130,
61,0.20577613512674967,0.0007084566344487842,0.01614268620808919,0.00024194151766031746,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.868,0.8904042838018742,0.016588222463914826,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,140,
62,0.22223806381225586,0.0007207374586399193,0.01721509297688802,0.00012042606109234095,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,150,
63,0.23744988441467285,0.002154501261591451,0.018601020177205402,0.0005631049235734725,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,160,
64,0.25218701362609863,0.00268291558036842,0.019416173299153645,0.0001472623298029996,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,170,
65,0.26859156290690106,0.0018104374769260306,0.02234172821044922,0.0009628720993284318,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,180,
66,0.2822575569152832,0.00246693368596253,0.02162019411722819,0.00013155727973200094,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,190,
67,0.29724907875061035,0.0023771854946201985,0.022432645161946613,0.00015704339807007825,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.944,0.8,0.8951612903225806,0.8797204301075269,0.05979306048439409,316,0.891566265060241,0.9076305220883534,0.872,0.8903989290495314,0.014569500817199925,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,200,
68,0.31058017412821454,0.0012663089003038758,0.02378106117248535,0.00011066440904220515,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.944,0.8,0.8951612903225806,0.8797204301075269,0.05979306048439409,316,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,210,
69,0.32866136233011883,0.006632308167583327,0.0248410701751709,0.0005454519319720624,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.944,0.808,0.8951612903225806,0.8823870967741936,0.0562517259919417,266,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,220,
70,0.34058507283528644,0.00117001371876343,0.025600671768188477,0.00010689096675338241,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.936,0.808,0.8951612903225806,0.8797204301075269,0.053384236894022205,316,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,230,
71,0.35440270105997723,0.0012334733267649698,0.026802857716878254,0.0004837275146129068,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.936,0.8,0.8951612903225806,0.8770537634408603,0.056979013079841774,340,0.8955823293172691,0.9076305220883534,0.872,0.8917376171352075,0.014797970241316414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,240,
72,0.015691359837849934,0.00016245158425917344,0.0024040540059407554,5.04608227433369e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.864,0.792,0.8709677419354839,0.8423225806451614,0.03569695550987922,480,0.8393574297188755,0.9036144578313253,0.868,0.8703239625167335,0.026284241372546514,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,10,
73,0.0307309627532959,0.0002475639917078198,0.0036073525746663413,9.227370568358569e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.864,0.8,0.8951612903225806,0.8530537634408603,0.03961298495082223,443,0.8473895582329317,0.9036144578313253,0.872,0.874334672021419,0.023013008695055615,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,20,
74,0.044989983240763344,0.00020866791524555288,0.004704793294270833,0.00014044241754815407,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.88,0.8,0.8951612903225806,0.8583870967741936,0.041747303173184515,400,0.8554216867469879,0.9076305220883534,0.892,0.8850174029451138,0.021878575793816073,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,30,
75,0.05982144673665365,0.00028472531498872233,0.005579551060994466,6.240446588516115e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.896,0.808,0.8951612903225806,0.8663870967741936,0.04128733188093759,379,0.8514056224899599,0.9036144578313253,0.872,0.8756733601070951,0.021471854488806976,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,40,
76,0.07454514503479004,0.00043815860468612616,0.00672761599222819,7.884805164549093e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.904,0.808,0.8951612903225806,0.8690537634408603,0.043322066893672975,372,0.8554216867469879,0.9076305220883534,0.872,0.8783507362784472,0.02178209525251172,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,50,
77,0.08913151423136394,0.0005113878384526991,0.007777293523152669,6.014966795854792e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.904,0.8,0.8951612903225806,0.8663870967741936,0.04708124651967794,379,0.8554216867469879,0.9036144578313253,0.872,0.8770120481927711,0.019991269202860058,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,60,
78,0.10568769772847493,0.0010495173455095787,0.008983850479125977,0.0002591561334827133,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.904,0.8,0.8951612903225806,0.8663870967741936,0.04708124651967794,379,0.8554216867469879,0.9036144578313253,0.872,0.8770120481927711,0.019991269202860058,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,70,
79,0.11769994099934895,0.0002842227026522419,0.00991972287495931,0.00016867821945122186,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.912,0.8,0.8951612903225806,0.8690537634408603,0.049309919353072794,372,0.8554216867469879,0.9036144578313253,0.868,0.8756787148594377,0.020410092154230126,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,80,
80,0.1322927474975586,0.0013219795741604336,0.011039257049560547,0.00026545293757985485,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.912,0.8,0.8951612903225806,0.8690537634408603,0.049309919353072794,372,0.8554216867469879,0.9076305220883534,0.868,0.8770174029451138,0.022247483585510854,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,90,
81,0.14705308278401694,0.000606114685347864,0.011970122655232748,0.0002656450445438312,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,100,
82,0.16438953081766763,0.0014935433118932488,0.013430436452229818,0.00013645186834683172,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,110,
83,0.17600814501444498,0.00027453388366805744,0.0142668088277181,0.00018612031335072751,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,120,
84,0.1937230428059896,0.002541563392515381,0.015099922815958658,0.00011428722242198587,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,130,
85,0.20718677838643393,0.0013977333522682072,0.01617876688639323,6.66482164452271e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9076305220883534,0.868,0.8783560910307898,0.020993209414400932,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,140,
86,0.22133382161458334,0.001475445773737695,0.017511447270711262,0.0004142703461005193,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,150,
87,0.23549207051595053,0.0010035917620379836,0.018248955408732098,6.332855051683824e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,160,
88,0.2509619394938151,0.0023890827142887157,0.01945646603902181,0.0001149435287036671,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.8995983935742972,0.868,0.8756787148594377,0.01727119566086611,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,170,
89,0.26761635144551593,0.0011366930473104542,0.02087577184041341,0.00020778379407729926,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,180,
90,0.2828005949656169,0.005211534824528364,0.02146180470784505,7.892491269753577e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.92,0.792,0.8951612903225806,0.8690537634408603,0.05542082773296104,372,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,190,
91,0.29458101590474445,0.0016959601400239376,0.02369268735249837,0.0017785757573863217,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.92,0.792,0.8951612903225806,0.8690537634408603,0.05542082773296104,372,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,200,
92,0.30976057052612305,0.0033475654091831408,0.023940642674763996,0.0005703230338676796,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.92,0.792,0.8951612903225806,0.8690537634408603,0.05542082773296104,372,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,210,
93,0.32697900136311847,0.004387322965108018,0.025010426839192707,0.0006937261353326395,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.92,0.792,0.8951612903225806,0.8690537634408603,0.05542082773296104,372,0.8594377510040161,0.9036144578313253,0.868,0.8770174029451138,0.01912904464302766,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,220,
94,0.33882641792297363,0.0007188667960580595,0.02598412831624349,0.00047703835428315093,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9076305220883534,0.868,0.8783560910307898,0.020993209414400932,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,230,
95,0.3524630069732666,0.0015012930107073791,0.027979135513305664,0.001856772423013643,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.92,0.8,0.8951612903225806,0.8717204301075269,0.05171785923460912,357,0.8594377510040161,0.9076305220883534,0.868,0.8783560910307898,0.020993209414400932,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,240,
96,0.015543858210245768,9.587971531092278e-05,0.0024251937866210938,6.644653512228219e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.864,0.792,0.8951612903225806,0.8503870967741936,0.04320143752184888,470,0.8433734939759037,0.8995983935742972,0.868,0.8703239625167335,0.023012466694478807,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,10,
97,0.030005137125651043,0.00016781533164074593,0.0036536852518717446,0.00014125924679934623,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.864,0.8,0.8951612903225806,0.8530537634408603,0.03961298495082223,443,0.8433734939759037,0.9076305220883534,0.868,0.8730013386880856,0.026470127275424332,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,20,
98,0.044703404108683266,0.00025078811514842546,0.004635810852050781,1.3420799028508462e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.864,0.8,0.8951612903225806,0.8530537634408603,0.03961298495082223,443,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,30,
99,0.06041391690572103,0.0014492262473468445,0.005675713221232097,2.720782107940424e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.872,0.808,0.8951612903225806,0.8583870967741936,0.03686241069482274,400,0.8393574297188755,0.9076305220883534,0.872,0.872995983935743,0.02788126938075104,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,40,
100,0.07446503639221191,0.0004406381718361486,0.0066881974538167315,0.0001116115325061851,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8393574297188755,0.9036144578313253,0.872,0.8716572958500669,0.026233941120386104,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,50,
101,0.0882858435312907,0.0006504113120812407,0.007750352223714192,6.0242209999470345e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8353413654618473,0.9076305220883534,0.872,0.8716572958500669,0.02951291949913536,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,60,
102,0.10257188479105632,0.00048585137231548924,0.009056170781453451,0.0005145000878168149,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.896,0.8,0.8951612903225806,0.8637204301075269,0.04505844921356341,385,0.8433734939759037,0.9076305220883534,0.868,0.8730013386880856,0.026470127275424332,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,70,
103,0.11952702204386394,0.0011803895950883634,0.009865363438924154,4.44688822346666e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.904,0.8,0.8951612903225806,0.8663870967741936,0.04708124651967794,379,0.8433734939759037,0.9076305220883534,0.868,0.8730013386880856,0.026470127275424332,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,80,
104,0.13237150510152182,0.0010571739744860839,0.011245330174763998,0.0007071890355147538,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.904,0.8,0.8951612903225806,0.8663870967741936,0.04708124651967794,379,0.8473895582329317,0.9036144578313253,0.868,0.8730013386880856,0.02322455417895849,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,90,
105,0.14864651362101236,0.0017618300213631372,0.011937697728474935,6.690076121032246e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.904,0.8,0.8951612903225806,0.8663870967741936,0.04708124651967794,379,0.8473895582329317,0.9036144578313253,0.868,0.8730013386880856,0.02322455417895849,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,100,
106,0.15930970509847006,0.0002602151630372026,0.01365359624226888,0.0007977483835781933,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.896,0.8,0.8951612903225806,0.8637204301075269,0.04505844921356341,385,0.8473895582329317,0.9036144578313253,0.868,0.8730013386880856,0.02322455417895849,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,110,
107,0.1772033373514811,0.0026436041151741674,0.014447212219238281,0.000526227774673864,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.896,0.8,0.8951612903225806,0.8637204301075269,0.04505844921356341,385,0.8433734939759037,0.9036144578313253,0.868,0.8716626506024095,0.024729263213637585,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,120,
108,0.1963789463043213,0.006890065336129993,0.015276908874511719,0.0003655953332611765,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.896,0.8,0.8951612903225806,0.8637204301075269,0.04505844921356341,385,0.8473895582329317,0.9036144578313253,0.868,0.8730013386880856,0.02322455417895849,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,130,
109,0.20258355140686035,0.0009221821271077275,0.01599597930908203,7.723290103044006e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.896,0.792,0.8951612903225806,0.8610537634408603,0.04882958490157689,393,0.8473895582329317,0.9036144578313253,0.868,0.8730013386880856,0.02322455417895849,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,140,
110,0.22095139821370444,0.0034978230416523397,0.017336448033650715,0.00019833887963894062,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.896,0.8,0.8951612903225806,0.8637204301075269,0.04505844921356341,385,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,150,
111,0.23382051785786948,0.0014677159829345398,0.018306493759155273,7.939517674991627e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.896,0.8,0.8951612903225806,0.8637204301075269,0.04505844921356341,385,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,160,
112,0.2504236698150635,0.0048203932744217,0.019529342651367188,0.0005828153097912705,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.896,0.792,0.8951612903225806,0.8610537634408603,0.04882958490157689,393,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,170,
113,0.2637490431467692,0.0036888094221892327,0.021145979563395183,0.000805885841340995,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.896,0.792,0.8951612903225806,0.8610537634408603,0.04882958490157689,393,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,180,
114,0.28028154373168945,0.006352251678362924,0.021915992101033527,0.0005014097215194243,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.896,0.792,0.8951612903225806,0.8610537634408603,0.04882958490157689,393,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,190,
115,0.289460023244222,0.0003285442815644671,0.023732582728068035,0.0014088807983247895,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.896,0.792,0.8951612903225806,0.8610537634408603,0.04882958490157689,393,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,200,
116,0.3059113025665283,0.0037745850409460955,0.024393876393636067,0.0011789640727289845,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.896,0.792,0.8951612903225806,0.8610537634408603,0.04882958490157689,393,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,210,
117,0.3268578847249349,0.0018591898667325102,0.025330861409505207,0.0009745326748545944,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.896,0.792,0.8951612903225806,0.8610537634408603,0.04882958490157689,393,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,220,
118,0.33628416061401367,0.0034556479491426447,0.02641129493713379,0.0007426757491013074,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.896,0.8,0.8951612903225806,0.8637204301075269,0.04505844921356341,385,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,230,
119,0.3489828109741211,0.002676368479176175,0.026599009831746418,5.181691397560104e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.896,0.8,0.8951612903225806,0.8637204301075269,0.04505844921356341,385,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,240,
120,0.0171353022257487,0.00021433112724513438,0.0024519761403401694,2.2413319079290896e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.976,0.856,0.9596774193548387,0.9305591397849463,0.053140729224910054,70,0.9799196787148594,0.9839357429718876,0.984,0.9826184738955823,0.0019085166686959403,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,10,
121,0.03317896525065104,0.000255058284743724,0.0036525726318359375,4.243895355446945e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.976,0.896,0.9516129032258065,0.9412043010752688,0.03347889135008437,68,0.9879518072289156,0.9959839357429718,0.992,0.9919785809906291,0.0032791377115587916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,20,
122,0.049086411794026695,0.0005218499023620164,0.004598299662272136,5.894175777997419e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.976,0.904,0.9596774193548387,0.9465591397849463,0.030822793991410455,29,0.9839357429718876,0.9919678714859438,0.992,0.9893012048192772,0.0037939771293633707,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,30,
123,0.06409708658854167,0.00017257479789018775,0.005733172098795573,4.0573833164891285e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,0.9879518072289156,0.9919678714859438,0.988,0.9893065595716198,0.0018819345480627638,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,40,
124,0.08083478609720866,0.001050755414819954,0.006875276565551758,5.276794410520836e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.96,0.896,0.9596774193548387,0.9385591397849463,0.030094144491291573,69,0.9799196787148594,0.9919678714859438,0.988,0.9866291834002677,0.005013255155078292,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,50,
125,0.09740614891052246,0.0021656199434292684,0.007975339889526367,0.00015066658329591099,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.976,0.904,0.9596774193548387,0.9465591397849463,0.030822793991410455,29,0.9799196787148594,0.9959839357429718,0.988,0.9879678714859438,0.006558244818413765,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,60,
126,0.11118427912394206,0.0005678571124904361,0.009690682093302408,0.0008911585639231678,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,0.9799196787148594,0.9959839357429718,0.996,0.9906345381526105,0.007576552606260968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,70,
127,0.12831926345825195,0.002377740022512965,0.010261615117390951,0.00018862112697342484,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,0.9799196787148594,0.9959839357429718,0.992,0.989301204819277,0.0068302127852132005,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,80,
128,0.1442715326944987,0.0007858068359012891,0.011323293050130209,3.736526181251043e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,0.9799196787148594,0.9919678714859438,0.992,0.9879625167336011,0.005687160428376712,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,90,
129,0.16069920857747397,0.0014446272103428876,0.012530883153279623,0.00010154510728351923,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,0.9839357429718876,0.9919678714859438,0.992,0.9893012048192772,0.0037939771293633707,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,100,
130,0.17499661445617676,0.0007002834899483978,0.013515631357828775,0.00034202009187329116,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,0.9879518072289156,0.9919678714859438,0.992,0.990639892904953,0.001900808864955898,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,110,
131,0.19200857480367026,0.0015792087006137657,0.014461835225423178,5.6461202190620414e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,0.9879518072289156,0.9919678714859438,0.992,0.990639892904953,0.001900808864955898,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,120,
132,0.20929956436157227,0.006234899267123873,0.015440622965494791,6.187879544993492e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.976,0.912,0.9596774193548387,0.9492258064516129,0.027152988285013932,1,0.9879518072289156,0.9959839357429718,1.0,0.9946452476572958,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,130,
133,0.2219975789388021,0.002124106828246694,0.01775217056274414,0.0016424504501025832,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.976,0.912,0.9596774193548387,0.9492258064516129,0.027152988285013932,1,0.9879518072289156,0.9919678714859438,1.0,0.9933065595716197,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,140,
134,0.2386631965637207,0.0028640421460491812,0.017811934153238933,8.760238206225062e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.976,0.912,0.9596774193548387,0.9492258064516129,0.027152988285013932,1,0.9839357429718876,0.9919678714859438,1.0,0.9919678714859438,0.006558205469298996,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,150,
135,0.257402499516805,0.0018870059471070549,0.019180774688720703,0.0006040732013558692,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.976,0.912,0.9596774193548387,0.9492258064516129,0.027152988285013932,1,0.9839357429718876,0.9959839357429718,1.0,0.9933065595716197,0.006825996671476268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,160,
136,0.26970545450846356,0.001192197180531043,0.020574569702148438,0.0005833702979191208,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.976,0.912,0.9596774193548387,0.9492258064516129,0.027152988285013932,1,0.9839357429718876,0.9959839357429718,1.0,0.9933065595716197,0.006825996671476268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,170,
137,0.28507248560587567,0.002618863026006923,0.020926554997762043,0.00016470040270389285,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.976,0.912,0.9596774193548387,0.9492258064516129,0.027152988285013932,1,0.9879518072289156,0.9959839357429718,1.0,0.9946452476572958,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,180,
138,0.3017457326253255,0.0017851911860163495,0.02288818359375,0.0006826079227254262,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,0.9879518072289156,0.9959839357429718,1.0,0.9946452476572958,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,190,
139,0.3173828919728597,0.0012625474009279043,0.02353016535441081,0.0004614171511981456,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,0.9879518072289156,0.9959839357429718,1.0,0.9946452476572958,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,200,
140,0.33353543281555176,0.001192141643163246,0.02416253089904785,0.0001481806793518153,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,0.9879518072289156,0.9959839357429718,1.0,0.9946452476572958,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,210,
141,0.349809726079305,0.002464115354291711,0.025549968083699543,0.0003080720687747325,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,0.9879518072289156,0.9959839357429718,1.0,0.9946452476572958,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,220,
142,0.36743895212809247,0.00610204375400411,0.026938597361246746,0.0011851277374824072,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,0.9879518072289156,0.9959839357429718,1.0,0.9946452476572958,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,230,
143,0.38200704256693524,0.002981988239060071,0.027816216150919598,0.0002502074221160721,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,0.9879518072289156,0.9959839357429718,1.0,0.9946452476572958,0.005008912164356025,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,240,
144,0.016565640767415363,1.4458382718282704e-05,0.00248869260152181,3.1355643901654984e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.96,0.848,0.9435483870967742,0.9171827956989246,0.049378526421369084,143,0.9678714859437751,0.9678714859437751,0.976,0.9705809906291835,0.003831818273417833,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,10,
145,0.033090829849243164,0.0007945085141303905,0.0037583510080973306,0.00011118869409935782,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.96,0.856,0.9354838709677419,0.9171612903225806,0.04439059751136366,144,0.9759036144578314,0.9759036144578314,0.98,0.9772690763052209,0.0019310546634813104,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,20,
146,0.048521836598714195,0.000237159610418831,0.0047868092854817705,0.0001599949537913108,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9718875502008032,0.9678714859437751,0.98,0.9732530120481928,0.005044705333021165,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,30,
147,0.0636426607767741,4.900273586866613e-05,0.006679852803548177,0.0013561153815789902,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.96,0.856,0.9435483870967742,0.9198494623655913,0.04564522081635492,136,0.9799196787148594,0.9718875502008032,0.972,0.9746024096385542,0.003760157271685024,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,40,
148,0.07927266756693523,0.00046558476062956943,0.006904760996500651,3.901202799714636e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9839357429718876,0.9718875502008032,0.984,0.9799410977242302,0.005694778487087331,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,50,
149,0.09645867347717285,0.0018704870971426406,0.008078177769978842,0.00017476958232194679,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9839357429718876,0.9718875502008032,0.984,0.9799410977242302,0.005694778487087331,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,60,
150,0.11338257789611816,0.0023385409538699757,0.00916290283203125,5.391845522840176e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.96,0.856,0.9435483870967742,0.9198494623655913,0.04564522081635492,136,0.9759036144578314,0.9718875502008032,0.984,0.9772637215528782,0.00503754427719255,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,70,
151,0.1261608600616455,0.0011078347205276107,0.010146776835123697,4.6474026884982965e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.96,0.856,0.9435483870967742,0.9198494623655913,0.04564522081635492,136,0.9759036144578314,0.9718875502008032,0.98,0.9759303882195448,0.003311947872160149,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,80,
152,0.14287439982096353,0.002507690727910101,0.011291821797688803,0.00028188728699866456,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9718875502008032,0.98,0.9759303882195448,0.003311947872160149,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,90,
153,0.1575617790222168,0.00018731427651795876,0.012353738149007162,0.00015562936986795808,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.98,0.9745917001338689,0.005037595504343609,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,100,
154,0.17636473973592123,0.0020574523848214585,0.013586044311523438,0.000258393241270554,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.98,0.9745917001338689,0.005037595504343609,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,110,
155,0.19074789683024088,0.002667692868512469,0.01802968978881836,0.0051776267365787245,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9799196787148594,0.9678714859437751,0.98,0.9759303882195448,0.0056985987923942735,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,120,
156,0.20572002728780112,0.0014928020980273984,0.01570415496826172,0.00014967383419399818,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9799196787148594,0.9678714859437751,0.984,0.9772637215528782,0.006847034528425188,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,130,
157,0.2208271026611328,0.0012787564135451172,0.017128547032674152,0.0005806096765930842,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9799196787148594,0.9678714859437751,0.984,0.9772637215528782,0.006847034528425188,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,140,
158,0.23740744590759277,0.002393608950203605,0.017688830693562824,0.0002081583386377992,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.98,0.9745917001338689,0.005037595504343609,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,150,
159,0.25201018651326496,0.0012301003874419078,0.018611749013264973,8.202992858059714e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.984,0.9759250334672022,0.006584455710025564,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,160,
160,0.2681160767873128,0.0025229156885484168,0.019954919815063477,0.0004128666844684219,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.98,0.9745917001338689,0.005037595504343609,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,170,
161,0.2842546304066976,0.004459868461419014,0.021189292271931965,0.000181406024539658,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.984,0.9759250334672022,0.006584455710025564,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,180,
162,0.29723652203877765,0.002117160171476794,0.02297242482503255,0.0011482975773042853,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.984,0.9759250334672022,0.006584455710025564,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,190,
163,0.31479986508687335,0.0034784967959194026,0.023703257242838543,0.00099481496747225,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9799196787148594,0.9678714859437751,0.984,0.9772637215528782,0.006847034528425188,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,200,
164,0.3308751583099365,0.001380221937106854,0.024584293365478516,0.0006093508742558856,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9799196787148594,0.9678714859437751,0.98,0.9759303882195448,0.0056985987923942735,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,210,
165,0.34623058636983234,0.001261509273631544,0.025255123774210613,7.660532365710873e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.98,0.9745917001338689,0.005037595504343609,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,220,
166,0.3625735441843669,0.0026710367312282367,0.02839072545369466,0.0016595328998194954,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.984,0.9759250334672022,0.006584455710025564,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,230,
167,0.38301881154378253,0.004078251883930012,0.02778943379720052,0.00030291774538216976,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9759036144578314,0.9678714859437751,0.984,0.9759250334672022,0.006584455710025564,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,240,
168,0.016395171483357746,0.00014696364806797844,0.002496004104614258,4.2062245116450484e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9518072289156626,0.96,0.9585542168674698,0.00502377374172271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,10,
169,0.03209193547566732,0.00014009958451779067,0.0037124951680501304,9.96489522345331e-06,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.944,0.84,0.9274193548387096,0.9038064516129031,0.045622924786145796,214,0.9518072289156626,0.9518072289156626,0.948,0.9505381526104418,0.001794744922529712,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,20,
170,0.047622998555501304,0.0002420253008948274,0.004672606786092122,6.949573276080014e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.928,0.84,0.9435483870967742,0.9038494623655914,0.0455924223865406,211,0.9558232931726908,0.9518072289156626,0.956,0.9545435073627845,0.0019361854475302802,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,30,
171,0.06317822138468425,0.0011245091133863904,0.005779663721720378,6.795008512041337e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.944,0.84,0.9435483870967742,0.9091827956989246,0.04891997140972837,182,0.963855421686747,0.9437751004016064,0.956,0.9545435073627845,0.00826219719890195,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,40,
172,0.08080164591471355,0.0007458040656432984,0.007909218470255533,5.094067724794516e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.944,0.84,0.9354838709677419,0.9064946236559139,0.04714716212583561,208,0.963855421686747,0.9437751004016064,0.956,0.9545435073627845,0.00826219719890195,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,50,
173,0.09411764144897461,0.001144106695810373,0.008009831110636393,5.45380726390427e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.944,0.84,0.9435483870967742,0.9091827956989246,0.04891997140972837,182,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,60,
174,0.10836935043334961,0.0007626590362438038,0.009211301803588867,0.0002988940549554111,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.9678714859437751,0.9477911646586346,0.956,0.9572208835341366,0.008243087737879212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,70,
175,0.12470642725626628,0.0010789867579576958,0.010199864705403646,6.0741497117399376e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.9678714859437751,0.9477911646586346,0.956,0.9572208835341366,0.008243087737879212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,80,
176,0.13901495933532715,0.000538002745447012,0.011034568150838217,8.754288120414313e-06,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.9678714859437751,0.9477911646586346,0.952,0.9558875502008032,0.008646371518405535,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,90,
177,0.15452035268147787,0.00023482364842959805,0.01316674550374349,0.0015170929873924383,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.9678714859437751,0.9477911646586346,0.952,0.9558875502008032,0.008646371518405535,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,100,
178,0.17081896464029947,0.0016403550591183765,0.013381401697794596,0.00015951293825011017,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,110,
179,0.1856396198272705,0.0008185827075325189,0.01451730728149414,0.0001378475938030986,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,120,
180,0.20246307055155435,0.0010486014181357178,0.01571790377298991,0.00014769555776869705,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.948,0.9532155287817939,0.007524023472478233,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,130,
181,0.2165044148763021,0.00276639853239833,0.016530434290568035,0.00045269321664522926,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.9598393574297188,0.9477911646586346,0.952,0.9532101740294511,0.0049925363058917135,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,140,
182,0.2357320785522461,0.002831157057868319,0.018428961435953777,0.0005858573197130494,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.9598393574297188,0.9477911646586346,0.956,0.9545435073627845,0.00502532024611361,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,150,
183,0.24896454811096191,0.000763112982247937,0.01883673667907715,0.00016898826782621717,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.9598393574297188,0.9477911646586346,0.952,0.9532101740294511,0.0049925363058917135,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,160,
184,0.2638224760691325,0.0036983674087555864,0.019912878672281902,0.0005143870883139794,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.9598393574297188,0.9477911646586346,0.952,0.9532101740294511,0.0049925363058917135,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,170,
185,0.27835599581400555,0.001280905043386072,0.02143398920694987,0.0004953779794517176,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,180,
186,0.29388944307963055,0.0017979217012134886,0.022268374760945637,0.0004234556642466763,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.9598393574297188,0.9477911646586346,0.952,0.9532101740294511,0.0049925363058917135,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,190,
187,0.3111928304036458,0.004082359604477688,0.024517218271891277,0.0011529114965051906,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.96,0.832,0.9435483870967742,0.9118494623655913,0.056860158118169746,164,0.963855421686747,0.9518072289156626,0.956,0.9572208835341365,0.004993839852941941,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,200,
188,0.3239932060241699,0.003250896721779789,0.024126688639322918,3.153640893094131e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9678714859437751,0.9518072289156626,0.952,0.9572262382864792,0.007527738192251028,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,210,
189,0.3399171829223633,0.003445914803645452,0.025404930114746094,0.00021401446464409184,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9678714859437751,0.9518072289156626,0.956,0.9585595716198125,0.006803364051410076,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,220,
190,0.3549155394236247,0.002372323506182606,0.02661442756652832,0.0007615406156787072,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9598393574297188,0.9518072289156626,0.952,0.9545488621151271,0.003741772813166386,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,230,
191,0.37580211957295734,0.005212256098947492,0.02769772211710612,0.00037718895916762795,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9518072289156626,0.952,0.9558875502008032,0.005634685568578862,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,240,
192,0.016652663548787434,7.974601532579928e-05,0.002492984135945638,1.3689647038863166e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.88,0.832,0.9112903225806451,0.8744301075268818,0.032608859638215575,350,0.8995983935742972,0.9317269076305221,0.924,0.9184417670682731,0.013692596998810747,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,10,
193,0.03255899747212728,0.0007247365946026399,0.0037572383880615234,9.173942941665548e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.872,0.824,0.9112903225806451,0.8690967741935484,0.03569520643934055,369,0.8995983935742972,0.9437751004016064,0.928,0.9237911646586344,0.01827896929487643,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,20,
194,0.04734929402669271,0.0005629816208618322,0.005716164906819661,0.0012859144810517934,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.88,0.824,0.9193548387096774,0.8744516129032257,0.03912565028953842,343,0.8875502008032129,0.9437751004016064,0.932,0.9211084337349398,0.024211285185384197,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,30,
195,0.06235949198404948,0.0004749694778501694,0.005794525146484375,8.490446803961469e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.88,0.824,0.9193548387096774,0.8744516129032257,0.03912565028953842,343,0.891566265060241,0.9477911646586346,0.932,0.9237858099062919,0.02367719750989745,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,40,
196,0.07674288749694824,0.0008366395908761696,0.006902058919270833,0.00011045692587476983,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.88,0.824,0.9193548387096774,0.8744516129032257,0.03912565028953842,343,0.8795180722891566,0.9518072289156626,0.932,0.9211084337349398,0.030500275443811217,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,50,
197,0.09184789657592773,0.0004106732169058217,0.00805966059366862,0.00030397975104614033,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.88,0.824,0.9274193548387096,0.8771397849462366,0.04226918784354286,327,0.8795180722891566,0.9518072289156626,0.932,0.9211084337349398,0.030500275443811217,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,60,
198,0.1082445780436198,0.00040669319499377283,0.009606758753458658,0.00018455429024643785,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8955823293172691,0.9518072289156626,0.932,0.9264631860776439,0.02328521798653178,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,70,
199,0.1220382849375407,0.00024704163684620385,0.010115385055541992,0.00010196234721272663,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.9036144578313253,0.9477911646586346,0.932,0.9278018741633199,0.01827773786024879,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,80,
200,0.1396003564198812,0.0020022472553183584,0.011224826176961264,8.257509305785126e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8995983935742972,0.9518072289156626,0.932,0.9278018741633199,0.0215198949398133,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,90,
201,0.152389923731486,0.0006557187806456205,0.012266874313354492,3.447272131271409e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.912,0.832,0.9193548387096774,0.8877849462365591,0.03956002682062783,219,0.9036144578313253,0.9437751004016064,0.928,0.9251298527443105,0.016520645908811075,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,100,
202,0.17009735107421875,0.0023057594033665755,0.013358751932779947,0.00010815418233370856,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8995983935742972,0.9437751004016064,0.928,0.9237911646586344,0.01827896929487643,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,110,
203,0.18300914764404297,0.00107667002276145,0.014351765314737955,6.824058240811362e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,120,
204,0.19894965489705405,0.001603145227815476,0.01561443010965983,0.00021226854189402924,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.896,0.824,0.9193548387096774,0.8797849462365591,0.04058187027684989,279,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,130,
205,0.21399243672688803,0.0028051133598347767,0.016466617584228516,0.00014528373467351138,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.896,0.824,0.9112903225806451,0.8770967741935484,0.038060469987250094,334,0.891566265060241,0.9437751004016064,0.928,0.9211137884872825,0.021863295781954825,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,140,
206,0.22896234194437662,0.0016451997342897629,0.017445723215738933,4.288280690009192e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.896,0.824,0.9112903225806451,0.8770967741935484,0.038060469987250094,334,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,150,
207,0.24306917190551758,0.0007011120095733339,0.01899568239847819,0.00010522344680525839,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.896,0.824,0.9112903225806451,0.8770967741935484,0.038060469987250094,334,0.8995983935742972,0.9437751004016064,0.928,0.9237911646586344,0.01827896929487643,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,160,
208,0.26238663991292316,0.005757666311397099,0.020534674326578777,0.0008977960777913322,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,170,
209,0.27406056722005206,0.0015850236930108604,0.021114031473795574,0.00016824226081130217,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.891566265060241,0.9437751004016064,0.928,0.9211137884872825,0.021863295781954825,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,180,
210,0.28974183400472003,0.0011230384069063166,0.022058486938476562,0.00022598165999215868,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.924,0.9211191432396252,0.019779792684322756,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,190,
211,0.3040563265482585,0.0019038878508468788,0.023158947626749676,0.0002468267099096697,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,200,
212,0.3199018637339274,0.0018338646943352839,0.025072097778320312,0.0013899175816245554,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,210,
213,0.33455348014831543,0.002261223704028319,0.0249939759572347,8.226750065420096e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8995983935742972,0.9437751004016064,0.932,0.9251244979919678,0.01867886064375713,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,220,
214,0.34969401359558105,0.0005905502913748536,0.026721874872843426,0.000829877991914022,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,230,
215,0.3639613787333171,0.0016330756133102965,0.02810072898864746,0.000976649865791047,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8995983935742972,0.9437751004016064,0.932,0.9251244979919678,0.01867886064375713,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,240,
216,0.015912373860677082,7.399951789569553e-05,0.0024630228678385415,5.982147619425078e-06,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.872,0.808,0.8951612903225806,0.8583870967741936,0.03686241069482274,400,0.8755020080321285,0.9036144578313253,0.876,0.8850388219544846,0.01313653138317582,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,10,
217,0.03208510080973307,0.0015761581642427989,0.0038066705067952475,0.00031689146836286946,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.864,0.784,0.8951612903225806,0.8477204301075268,0.046818631714722295,477,0.8473895582329317,0.9036144578313253,0.872,0.874334672021419,0.023013008695055615,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,20,
218,0.04624398549397787,0.0004616750865637152,0.004924774169921875,0.0002952756109195649,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.872,0.792,0.8951612903225806,0.8530537634408603,0.04419489310671617,443,0.8473895582329317,0.9076305220883534,0.872,0.8756733601070951,0.02473005745262032,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,30,
219,0.061130364735921226,0.0007608877931266873,0.0057108402252197266,1.5200314136980776e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.872,0.784,0.8951612903225806,0.8503870967741936,0.047885601913528024,470,0.8473895582329317,0.9076305220883534,0.876,0.8770066934404284,0.024603570273706292,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,40,
220,0.07585620880126953,0.0008577367646348454,0.006763299306233724,7.02787265185838e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.872,0.784,0.8951612903225806,0.8503870967741936,0.047885601913528024,470,0.8393574297188755,0.9076305220883534,0.876,0.8743293172690763,0.02789739738175552,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,50,
221,0.09021393458048503,0.0004780192161409446,0.008898178736368815,0.0015469514768904696,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.872,0.792,0.8951612903225806,0.8530537634408603,0.04419489310671617,443,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,60,
222,0.1071479320526123,0.0003164879493410554,0.009224971135457357,0.00037095429846369343,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,70,
223,0.11982568105061848,0.0003792839377508595,0.010503768920898438,0.0006867935928295851,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,80,
224,0.1378351847330729,0.00246393802812291,0.011042435963948568,7.213868402573794e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,90,
225,0.1501784324645996,0.0008986309894031532,0.01212914784749349,6.624614661699714e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,100,
226,0.1651578744252523,0.0004176052033587787,0.01521611213684082,0.002835663361472559,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.88,0.8,0.8951612903225806,0.8583870967741936,0.041747303173184515,400,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,110,
227,0.18173861503601074,0.003518130453437856,0.0146028200785319,0.0004465671989709283,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,120,
228,0.19515887896219888,0.0006141154250601806,0.015359163284301758,0.0001329359796985431,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8554216867469879,0.9036144578313253,0.872,0.8770120481927711,0.019991269202860058,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,130,
229,0.21114174524943033,0.0019803765478307762,0.01678466796875,0.000402584767299979,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8554216867469879,0.9076305220883534,0.876,0.8796840696117805,0.02147277188447089,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,140,
230,0.22538256645202637,0.002892592230937467,0.017371257146199543,8.987048759042202e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8634538152610441,0.9076305220883534,0.876,0.8823614457831325,0.018587564855126634,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,150,
231,0.24193183581034342,0.0009232151574683619,0.018716891606648762,3.84976901128161e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8674698795180723,0.9036144578313253,0.876,0.8823614457831326,0.01542635471521645,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,160,
232,0.2538305918375651,0.0010818529380660906,0.019753456115722656,0.00013671443280821737,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8714859437751004,0.9036144578313253,0.876,0.8837001338688085,0.014201629016030538,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,170,
233,0.2686273256937663,0.0016552370683098339,0.02106936772664388,0.0004450711601914242,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8594377510040161,0.9076305220883534,0.876,0.8810227576974565,0.01999261309187892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,180,
234,0.2848556836446126,0.0006732641893522992,0.021639267603556316,0.00018459945860673302,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8674698795180723,0.9076305220883534,0.876,0.8837001338688085,0.01727596305299452,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,190,
235,0.3013095060984294,0.00349053868133693,0.023009220759073894,0.00019622851699318446,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8634538152610441,0.9036144578313253,0.876,0.8810227576974565,0.01677578361965026,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,200,
236,0.31661470731099445,0.002548173406653168,0.02433935801188151,0.0005434680372735157,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8554216867469879,0.9036144578313253,0.876,0.8783453815261044,0.01974439003994266,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,210,
237,0.3321646849314372,0.0028332885674397503,0.025005261103312176,0.000148383256841754,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8594377510040161,0.9036144578313253,0.876,0.8796840696117805,0.01822223245022118,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,220,
238,0.3443286418914795,0.0030160375323208966,0.026430368423461914,0.00026450504310786797,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9076305220883534,0.876,0.8783453815261044,0.023013553174735985,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,230,
239,0.3606899579366048,0.00204154537146962,0.027326663335164387,0.00020381412573573608,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9076305220883534,0.876,0.8783453815261044,0.023013553174735985,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,240,
240,0.01709127426147461,4.9282913885895636e-05,0.002465327580769857,2.0467308891557754e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.976,0.84,0.9596774193548387,0.9252258064516129,0.06063104388416486,71,0.9959839357429718,0.9839357429718876,1.0,0.9933065595716197,0.006825996671476268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,10,
241,0.03315305709838867,0.00016813373312966892,0.0035993258158365884,2.259686074859093e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.984,0.88,0.9596774193548387,0.9412258064516129,0.04441731279615991,66,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,20,
242,0.04984092712402344,0.0009183372608448996,0.004819075266520183,0.00021321450039564463,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.968,0.896,0.9758064516129032,0.9466021505376343,0.03592277273050443,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,30,
243,0.06701087951660156,0.00046471530289398245,0.006082057952880859,0.00041988794814711613,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,40,
244,0.08092784881591797,0.0006366911202327004,0.006864388783772786,3.188417059886533e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,50,
245,0.0973057746887207,0.0009903382215603951,0.008120139439900717,0.00014081698210700804,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,60,
246,0.11702624956766765,0.0007611336878623754,0.009372313817342123,0.0001483543949552026,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,70,
247,0.1289818286895752,0.0012604627701319892,0.010229905446370443,0.0001924841193283415,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,80,
248,0.14741690953572592,0.0011063356199332167,0.011599143346150717,0.0003620115512425169,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,90,
249,0.16077359517415366,0.0012036096305691186,0.012452443440755209,0.0004174961135384368,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,100,
250,0.1797978083292643,0.0018507258681745389,0.013403097788492838,0.00013874327143530358,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,110,
251,0.193526824315389,0.00203046624102839,0.014650344848632812,0.0002778537799442056,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,120,
252,0.2086766560872396,0.0015722562724946295,0.015644073486328125,0.00019361506838421713,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,130,
253,0.22852277755737305,0.002264659918025776,0.01668381690979004,0.0001075901097333185,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,140,
254,0.24360219637552896,0.0017866992697080802,0.017780303955078125,8.150521998129791e-06,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,150,
255,0.25734861691792804,0.002954553835676268,0.019167025883992512,0.0004541412854646825,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,160,
256,0.2778769334157308,0.0027856553369035217,0.020351250966389973,0.00048468569234408375,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,170,
257,0.2882347106933594,0.001968991899306165,0.02131374677022298,0.00025995602778268613,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,180,
258,0.3064533869425456,0.003650430865688342,0.02333656946818034,0.000856137942266618,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,190,
259,0.320384422938029,0.0008303428361907606,0.023318767547607422,0.00019238188042506671,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,200,
260,0.3392342726389567,0.002418112679585202,0.024938503901163738,0.00098215839070719,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,210,
261,0.3555030822753906,0.002482087196144455,0.026337226231892902,0.0009461390575472734,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,220,
262,0.36987002690633136,0.0027146544647326984,0.026908238728841145,0.0009497452370311449,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,230,
263,0.38756076494852704,0.004123887976026048,0.028419971466064453,0.0005501816822914791,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,240,
264,0.01679229736328125,0.00017111756139915037,0.002502918243408203,8.920806376395086e-06,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.976,0.848,0.9516129032258065,0.9252043010752687,0.05549210574883025,73,0.9759036144578314,0.9678714859437751,0.972,0.9719250334672022,0.003279531176083813,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,10,
265,0.0325925350189209,0.00032926500622713114,0.00362396240234375,1.4974255894688078e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.96,0.856,0.9435483870967742,0.9198494623655913,0.04564522081635492,136,0.9879518072289156,0.9759036144578314,0.98,0.981285140562249,0.005001894771707688,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,20,
266,0.04877424240112305,0.0006229344436542296,0.004819790522257487,0.00012549159639890057,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.968,0.864,0.9435483870967742,0.9251827956989246,0.04439948355964344,75,0.9879518072289156,0.9718875502008032,0.988,0.9826131191432396,0.007584148051034408,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,30,
267,0.06409947077433269,0.00025279268586619094,0.005903879801432292,0.00010595398433455571,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.968,0.864,0.9435483870967742,0.9251827956989246,0.04439948355964344,75,0.9919678714859438,0.9718875502008032,0.984,0.9826184738955823,0.008255757042270892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,40,
268,0.07982818285624187,4.11732311672335e-05,0.006850004196166992,2.6304676199990164e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.984,0.9826184738955823,0.008255757042270892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,50,
269,0.09587772687276204,0.0009227807323660611,0.008019526799519857,0.00017436732998124668,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9759036144578314,0.984,0.9839571619812584,0.006558275423117583,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,60,
270,0.11112817128499348,0.0004652419267187867,0.010129928588867188,0.0013396054614295961,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9759036144578314,0.984,0.9826184738955823,0.005014724854212998,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,70,
271,0.12675841649373373,0.0009058509336977968,0.010055621465047201,3.0923623971972366e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.96,0.856,0.9435483870967742,0.9198494623655913,0.04564522081635492,136,0.9919678714859438,0.9759036144578314,0.984,0.9839571619812584,0.006558275423117583,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,80,
272,0.14372936884562174,0.0012646378498002914,0.011244455973307291,3.200458004926864e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9759036144578314,0.98,0.9826238286479251,0.0068155922240388895,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,90,
273,0.15868179003397623,0.00074870030132107,0.012722412745157877,0.00042253191152869803,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9759036144578314,0.98,0.9826238286479251,0.0068155922240388895,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,100,
274,0.17465702692667642,0.0009417361715274957,0.014309008916219076,0.00039284636351584565,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.98,0.981285140562249,0.008247970070555576,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,110,
275,0.18828964233398438,0.000542116806172385,0.014355182647705078,8.669545611543925e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.984,0.9826184738955823,0.008255757042270892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,120,
276,0.20397226015726724,0.0006645151190540967,0.01548910140991211,2.921251956868876e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.988,0.9839518072289156,0.008683153200787224,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,130,
277,0.22283601760864258,0.0016391202232882468,0.016567309697469074,3.910662313345448e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.984,0.9826184738955823,0.008255757042270892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,140,
278,0.23966765403747559,0.0015765866569174066,0.018477837244669598,0.0004434428901593842,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9678714859437751,0.984,0.9799410977242302,0.008685652594626113,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,150,
279,0.2519618670145671,0.0021127256021058155,0.019027074178059895,0.00024299788241577603,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9678714859437751,0.988,0.9812744310575635,0.009477333799763704,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,160,
280,0.2685709794362386,0.004164223126638465,0.01982744534810384,0.0001435634041978419,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9678714859437751,0.984,0.9799410977242302,0.008685652594626113,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,170,
281,0.28237295150756836,0.0019587256951307135,0.020842472712198894,0.0004201760832181854,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9718875502008032,0.984,0.9812797858099063,0.006834459861432859,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,180,
282,0.2987662156422933,0.003991388389336763,0.02258022626241048,3.3237712460763224e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9759036144578314,0.988,0.9839518072289156,0.005690965694045043,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,190,
283,0.3172367413838704,0.0044299114725638985,0.023125966389973957,0.00010784751098423157,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9718875502008032,0.988,0.9826131191432396,0.007584148051034408,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,200,
284,0.33306344350179035,0.0022762137308025843,0.025065024693806965,0.0013187811060312974,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9678714859437751,0.984,0.9799410977242302,0.008685652594626113,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,210,
285,0.34488972028096515,0.0009611924056971501,0.025267680486043293,0.00026886909951218064,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9718875502008032,0.988,0.9826131191432396,0.007584148051034408,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,220,
286,0.3623815377553304,0.0022823602437192767,0.027712186177571613,0.002150992057582886,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9839357429718876,0.9718875502008032,0.988,0.9812744310575635,0.006841768556053389,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,230,
287,0.38132262229919434,0.008735404963592328,0.027944326400756836,0.0008280804346656905,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9839357429718876,0.9718875502008032,0.988,0.9812744310575635,0.006841768556053389,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,240,
288,0.016549189885457356,0.0002754996805423321,0.0024852752685546875,4.090251219560116e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9518072289156626,0.96,0.9585542168674698,0.00502377374172271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,10,
289,0.03216783205668131,0.0007879904485306005,0.0036086241404215493,7.080599189727097e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.944,0.84,0.9274193548387096,0.9038064516129031,0.045622924786145796,214,0.9558232931726908,0.9518072289156626,0.948,0.9518768406961179,0.0031942253485992794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,20,
290,0.0466158390045166,0.00017152367914828338,0.004691918690999349,0.000321512048302899,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.928,0.84,0.9435483870967742,0.9038494623655914,0.0455924223865406,211,0.9558232931726908,0.9518072289156626,0.956,0.9545435073627845,0.0019361854475302802,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,30,
291,0.06214412053426107,0.0005065221401288956,0.005801041920979817,0.0001308565945540213,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.944,0.84,0.9435483870967742,0.9091827956989246,0.04891997140972837,182,0.963855421686747,0.9437751004016064,0.956,0.9545435073627845,0.00826219719890195,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,40,
292,0.08045522371927898,0.0018198480963130272,0.007181326548258464,0.00022793966106489125,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.944,0.84,0.9354838709677419,0.9064946236559139,0.04714716212583561,208,0.963855421686747,0.9437751004016064,0.956,0.9545435073627845,0.00826219719890195,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,50,
293,0.09339022636413574,0.0011438171524307222,0.008308331171671549,0.0003603951799383209,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.944,0.84,0.9435483870967742,0.9091827956989246,0.04891997140972837,182,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,60,
294,0.10819061597188313,0.000718448726338955,0.009467760721842447,0.0007155545281699983,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.944,0.84,0.9435483870967742,0.9091827956989246,0.04891997140972837,182,0.9598393574297188,0.9477911646586346,0.956,0.9545435073627845,0.00502532024611361,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,70,
295,0.126176118850708,0.000902061622342846,0.010606606801350912,0.0005835376536417405,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,80,
296,0.13877471288045248,0.0016562459447532077,0.011109272638956705,0.00010225578636184249,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,90,
297,0.1552282969156901,0.0010780442477118907,0.01440278689066569,0.0025744065043189386,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,100,
298,0.16931970914204916,0.001089364593490421,0.01360472043355306,0.00029772472267528303,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,110,
299,0.18656587600708008,0.002330071958064154,0.01453383763631185,0.0005184236190169295,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,120,
300,0.20160921414693198,0.0019161154647700906,0.0156710147857666,3.6764938586714205e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.948,0.9532155287817939,0.007524023472478233,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,130,
301,0.21732878684997559,0.00046453550024514557,0.016545534133911133,6.903881927648622e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.9598393574297188,0.9477911646586346,0.956,0.9545435073627845,0.00502532024611361,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,140,
302,0.22968053817749023,0.0018116327314590275,0.01768644650777181,0.000287619273397674,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.963855421686747,0.9477911646586346,0.96,0.9572155287817937,0.006847386286755876,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,150,
303,0.24814287821451822,0.002446220827977897,0.018954038619995117,0.00046034192817111176,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,160,
304,0.2639029026031494,0.00261945937614638,0.02023967107137044,0.0006277684284453233,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,170,
305,0.27628477414449054,0.00048175065735948605,0.02097018559773763,0.0004045859710615414,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9678714859437751,0.9477911646586346,0.952,0.9558875502008032,0.008646371518405535,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,180,
306,0.29258275032043457,0.0014325014551721342,0.021893660227457683,0.00016031001607812252,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9598393574297188,0.9477911646586346,0.952,0.9532101740294511,0.0049925363058917135,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,190,
307,0.30957531929016113,0.0023406885149664315,0.024197816848754883,0.001154779807440074,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.96,0.832,0.9435483870967742,0.9118494623655913,0.056860158118169746,164,0.963855421686747,0.9518072289156626,0.952,0.9558875502008032,0.005634685568578862,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,200,
308,0.3215567270914714,0.003399841650181765,0.025409380594889324,0.00250824202731543,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9718875502008032,0.9518072289156626,0.952,0.9585649263721553,0.009420846367939653,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,210,
309,0.3381923834482829,0.0032732238032342925,0.025047461191813152,0.0001502163610895396,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.96,0.832,0.9435483870967742,0.9118494623655913,0.056860158118169746,164,0.963855421686747,0.9518072289156626,0.956,0.9572208835341365,0.004993839852941941,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,220,
310,0.35381706555684406,0.003642769230478059,0.026769638061523438,0.0006144190955453495,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9518072289156626,0.952,0.9558875502008032,0.005634685568578862,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,230,
311,0.36849204699198407,0.0020607545114301315,0.02710858980814616,0.0003334200268004736,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9518072289156626,0.952,0.9558875502008032,0.005634685568578862,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,240,
312,0.01619092623392741,9.247410866867368e-05,0.002502918243408203,6.56031007224664e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.88,0.832,0.9112903225806451,0.8744301075268818,0.032608859638215575,350,0.8995983935742972,0.9317269076305221,0.924,0.9184417670682731,0.013692596998810747,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,10,
313,0.03123919169108073,7.592083508477343e-05,0.0036057631174723306,4.4495292056353866e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.872,0.824,0.9193548387096774,0.8717849462365591,0.03892874689676021,354,0.8995983935742972,0.9437751004016064,0.932,0.9251244979919678,0.01867886064375713,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,20,
314,0.04676675796508789,0.0002367102294686232,0.0046385924021403,9.05014091840538e-06,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.88,0.824,0.9193548387096774,0.8744516129032257,0.03912565028953842,343,0.8875502008032129,0.9437751004016064,0.932,0.9211084337349398,0.024211285185384197,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,30,
315,0.06246097882588705,0.0009846295204493727,0.006020863850911458,0.00016881543222051657,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.88,0.824,0.9193548387096774,0.8744516129032257,0.03912565028953842,343,0.891566265060241,0.9477911646586346,0.932,0.9237858099062919,0.02367719750989745,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,40,
316,0.0763855775197347,0.0006028164822153941,0.006866057713826497,5.00157756022767e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.88,0.824,0.9274193548387096,0.8771397849462366,0.04226918784354286,327,0.8795180722891566,0.9518072289156626,0.932,0.9211084337349398,0.030500275443811217,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,50,
317,0.091277281443278,0.0006026475422737327,0.007814327875773111,5.750134632285744e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.88,0.824,0.9274193548387096,0.8771397849462366,0.04226918784354286,327,0.8795180722891566,0.9518072289156626,0.932,0.9211084337349398,0.030500275443811217,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,60,
318,0.10626928011576335,0.00014182015873282308,0.008915583292643229,3.865829806566857e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8955823293172691,0.9518072289156626,0.932,0.9264631860776439,0.02328521798653178,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,70,
319,0.12333472569783528,0.0018863930732391009,0.010102669397989908,0.0001273636324207377,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.9036144578313253,0.9477911646586346,0.932,0.9278018741633199,0.01827773786024879,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,80,
320,0.1359883944193522,0.0003049756261311601,0.010951995849609375,0.0001311098429715386,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.9036144578313253,0.9518072289156626,0.932,0.929140562248996,0.019778238620358057,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,90,
321,0.15332468350728354,0.0025416658171355743,0.01297156016031901,0.0008755470453857764,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.912,0.832,0.9193548387096774,0.8877849462365591,0.03956002682062783,219,0.9036144578313253,0.9437751004016064,0.928,0.9251298527443105,0.016520645908811075,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,100,
322,0.16710193951924643,0.0022062284535821815,0.013157367706298828,0.00021518365360454416,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8995983935742972,0.9437751004016064,0.928,0.9237911646586344,0.01827896929487643,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,110,
323,0.18361759185791016,0.0037728195224085576,0.014348030090332031,0.00010984293514176225,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,120,
324,0.19921978314717612,0.0005984146859896656,0.015877405802408855,0.00040498628527215857,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.896,0.824,0.9193548387096774,0.8797849462365591,0.04058187027684989,279,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,130,
325,0.21287870407104492,0.001493142196131663,0.016344149907430012,0.00038700549168178106,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.896,0.816,0.9193548387096774,0.8771182795698924,0.04425641344088949,332,0.891566265060241,0.9437751004016064,0.928,0.9211137884872825,0.021863295781954825,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,140,
326,0.22712413469950357,0.0010777401911472014,0.017822106679280598,0.00022392843039008956,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.896,0.824,0.9193548387096774,0.8797849462365591,0.04058187027684989,279,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,150,
327,0.24164835611979166,0.0003085944752610357,0.018684943517049152,0.0002290114669253097,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.896,0.824,0.9112903225806451,0.8770967741935484,0.038060469987250094,334,0.8995983935742972,0.9437751004016064,0.928,0.9237911646586344,0.01827896929487643,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,160,
328,0.25905640920003253,0.0012171371183253563,0.020030101140340168,0.0004478243249554533,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,170,
329,0.27333609263102215,0.0021413034557743074,0.020853678385416668,0.00027740185816733405,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.891566265060241,0.9437751004016064,0.928,0.9211137884872825,0.021863295781954825,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,180,
330,0.289434274037679,0.002641677779937143,0.021593650182088215,4.815124090161639e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.924,0.9211191432396252,0.019779792684322756,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,190,
331,0.3010079065958659,0.0009956741678391944,0.02396281560262044,0.0014869296059957131,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,200,
332,0.3180816173553467,0.003529208302891753,0.025717735290527344,0.0025662638925839695,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,210,
333,0.33045244216918945,0.0014749283608525674,0.024836142857869465,0.00011320980693740568,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8995983935742972,0.9437751004016064,0.932,0.9251244979919678,0.01867886064375713,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,220,
334,0.349210262298584,0.004719041844826979,0.026267290115356445,0.000579699891096934,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,230,
335,0.36635080973307294,0.002407176795410982,0.028096993764241535,0.001312231548502137,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8995983935742972,0.9437751004016064,0.932,0.9251244979919678,0.01867886064375713,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,240,
336,0.01570447285970052,0.00011003826044369496,0.002392292022705078,4.467322066941023e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.872,0.808,0.8951612903225806,0.8583870967741936,0.03686241069482274,400,0.8755020080321285,0.9036144578313253,0.876,0.8850388219544846,0.01313653138317582,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,10,
337,0.030610084533691406,0.0002377127690480739,0.0036094188690185547,0.00011075426233451143,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.864,0.784,0.8951612903225806,0.8477204301075268,0.046818631714722295,477,0.8473895582329317,0.9036144578313253,0.872,0.874334672021419,0.023013008695055615,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,20,
338,0.04531534512837728,0.0001549280951926914,0.004642327626546224,3.5598341483012074e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.872,0.792,0.8951612903225806,0.8530537634408603,0.04419489310671617,443,0.8473895582329317,0.9076305220883534,0.872,0.8756733601070951,0.02473005745262032,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,30,
339,0.060896078745524086,0.0010231438122616004,0.00578157107035319,0.00015248184857260793,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.872,0.784,0.8951612903225806,0.8503870967741936,0.047885601913528024,470,0.8473895582329317,0.9076305220883534,0.876,0.8770066934404284,0.024603570273706292,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,40,
340,0.07629211743672688,0.0003694029147518864,0.006794929504394531,4.77234357071e-06,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.872,0.784,0.8951612903225806,0.8503870967741936,0.047885601913528024,470,0.8393574297188755,0.9076305220883534,0.876,0.8743293172690763,0.02789739738175552,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,50,
341,0.0898755391438802,0.0003718041912928719,0.007742722829182942,2.7929481217728327e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.872,0.792,0.8951612903225806,0.8530537634408603,0.04419489310671617,443,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,60,
342,0.10618034998575847,0.0020563319276466338,0.009078741073608398,0.0004121457140490338,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,70,
343,0.12275918324788411,0.0033164946267283885,0.010135412216186523,0.0002423107812946897,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,80,
344,0.1353464126586914,0.0019865301840528583,0.010941028594970703,0.0002597516166391217,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,90,
345,0.15047446886698404,0.0025172454003976412,0.01230915387471517,0.0004191631125765578,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,100,
346,0.16362333297729492,0.0011891373394355333,0.01314838727315267,9.592950277402785e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.88,0.8,0.8951612903225806,0.8583870967741936,0.041747303173184515,400,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,110,
347,0.1817168394724528,0.001498601586583746,0.014147440592447916,0.00011182167434070303,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,120,
348,0.19490265846252441,0.0006298771893561554,0.015436569849650065,0.00013747711358668416,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8554216867469879,0.9036144578313253,0.872,0.8770120481927711,0.019991269202860058,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,130,
349,0.20823113123575845,0.0015122272622936648,0.016593456268310547,0.00035516948266396653,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8554216867469879,0.9076305220883534,0.876,0.8796840696117805,0.02147277188447089,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,140,
350,0.22263073921203613,0.0007046207966767293,0.01755682627360026,0.0003384458639576253,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8634538152610441,0.9076305220883534,0.876,0.8823614457831325,0.018587564855126634,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,150,
351,0.240096648534139,0.0017220280873028833,0.01922265688578288,0.0010501595764469802,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8674698795180723,0.9036144578313253,0.876,0.8823614457831326,0.01542635471521645,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,160,
352,0.2518341541290283,0.0019084712638739614,0.02109972635904948,0.0013957128470807195,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8714859437751004,0.9036144578313253,0.876,0.8837001338688085,0.014201629016030538,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,170,
353,0.26742370923360187,0.0005192201748395947,0.021883408228556316,0.0012668784443468615,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8594377510040161,0.9076305220883534,0.876,0.8810227576974565,0.01999261309187892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,180,
354,0.28527315457661945,0.0016654060753471308,0.021860281626383465,0.0002662460836864408,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8674698795180723,0.9076305220883534,0.876,0.8837001338688085,0.01727596305299452,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,190,
355,0.2979256312052409,0.002327327958411616,0.022748629252115887,0.0001327261951695525,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8634538152610441,0.9036144578313253,0.876,0.8810227576974565,0.01677578361965026,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,200,
356,0.3135833740234375,0.002955445419309759,0.025079965591430664,0.0013416801841852608,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8554216867469879,0.9036144578313253,0.876,0.8783453815261044,0.01974439003994266,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,210,
357,0.32730817794799805,0.003233427993899525,0.024879932403564453,0.0002701875501470099,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8594377510040161,0.9036144578313253,0.876,0.8796840696117805,0.01822223245022118,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,220,
358,0.3428306579589844,0.0006595458037095364,0.02658677101135254,0.0010621029551833511,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9076305220883534,0.876,0.8783453815261044,0.023013553174735985,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,230,
359,0.35599279403686523,0.0020867376170736023,0.027136484781901043,0.0004167796053395116,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9076305220883534,0.876,0.8783453815261044,0.023013553174735985,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,240,
360,0.016781171162923176,0.00010173525612120305,0.002459923426310221,1.437031053199222e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.976,0.84,0.9596774193548387,0.9252258064516129,0.06063104388416486,71,0.9959839357429718,0.9839357429718876,1.0,0.9933065595716197,0.006825996671476268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,10,
361,0.03259706497192383,0.0001700345188383722,0.0035044352213541665,3.328214817894327e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.984,0.88,0.9596774193548387,0.9412258064516129,0.04441731279615991,66,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,20,
362,0.04854043324788412,0.00015971901656537866,0.00468595822652181,3.687626327967194e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.968,0.896,0.9758064516129032,0.9466021505376343,0.03592277273050443,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,30,
363,0.0655055046081543,0.000889324012377682,0.005820830663045247,4.5386170190365465e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,40,
364,0.08220473925272624,0.0016184418433380214,0.0070315202077229815,0.00015374632195080167,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,50,
365,0.09608324368794759,0.0010202050762429928,0.007962385813395182,2.1193193060423647e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,60,
366,0.11201206843058269,0.0005207475247771161,0.009034395217895508,4.84175638527208e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,70,
367,0.12802203496297201,0.0013973295934390248,0.010102510452270508,0.00019614252765344612,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,80,
368,0.1432464917500814,0.0004239352452106761,0.011878410975138346,0.0011021532685267774,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.968,0.904,0.9596774193548387,0.9438924731182796,0.028412126469382702,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,90,
369,0.1595465342203776,0.0010087078496266637,0.01235651969909668,0.0002347174908254218,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,100,
370,0.17529972394307455,0.0006692491290481453,0.013513644536336264,9.134809761668373e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,110,
371,0.19253881772359213,0.0015551373666645636,0.014685392379760742,0.000279681625858081,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,120,
372,0.21174335479736328,0.002662313024651178,0.015595356623331705,0.0005103119470318068,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,130,
373,0.22362899780273438,0.0016717705396227499,0.016887823740641277,0.0005600065307984054,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,140,
374,0.23955655097961426,0.004611630486660755,0.017749547958374023,0.0003787543591563429,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,150,
375,0.2554599444071452,0.0033870983882773446,0.018739779790242512,0.00018166372782349227,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,160,
376,0.27193013827006024,0.0022897533432049717,0.020638704299926758,0.0014595371373829996,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,170,
377,0.2899809678395589,0.005039353142018096,0.022455215454101562,0.0013481215747039406,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,180,
378,0.30098962783813477,0.003851566775682565,0.021836280822753906,0.000258076264092581,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.968,0.912,0.9596774193548387,0.9465591397849463,0.0246720752289627,29,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,190,
379,0.32041263580322266,0.004148117178076678,0.023390928904215496,0.0003569741278536558,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,200,
380,0.33481017748514813,0.0030106160564264384,0.024317344029744465,0.00043121067034775947,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,210,
381,0.35276007652282715,0.0025066153462018153,0.02585577964782715,0.0004568811691683727,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,220,
382,0.3688646157582601,0.0019123969655289274,0.02640048662821452,0.00020876759383470258,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,230,
383,0.3820528984069824,0.001954491441611416,0.02726133664449056,0.00022010691083456773,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.968,0.92,0.9596774193548387,0.9492258064516129,0.020943211457162846,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,240,
384,0.016801118850708008,0.00023882600622403865,0.002373377482096354,3.551361026341722e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.976,0.848,0.9516129032258065,0.9252043010752687,0.05549210574883025,73,0.9759036144578314,0.9678714859437751,0.972,0.9719250334672022,0.003279531176083813,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,10,
385,0.03202899297078451,0.00015982254885462405,0.003582636515299479,3.8767932967216886e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.96,0.856,0.9435483870967742,0.9198494623655913,0.04564522081635492,136,0.9879518072289156,0.9759036144578314,0.98,0.981285140562249,0.005001894771707688,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,20,
386,0.0482022762298584,0.00035124535207744866,0.004652500152587891,3.068290571593085e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.968,0.864,0.9435483870967742,0.9251827956989246,0.04439948355964344,75,0.9879518072289156,0.9718875502008032,0.988,0.9826131191432396,0.007584148051034408,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,30,
387,0.06375662485758464,0.0001979142608722327,0.005785703659057617,4.724459313615751e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.968,0.864,0.9435483870967742,0.9251827956989246,0.04439948355964344,75,0.9919678714859438,0.9718875502008032,0.984,0.9826184738955823,0.008255757042270892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,40,
388,0.08036319414774577,0.001302638482118952,0.007083018620808919,0.00036131758599445435,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.984,0.9826184738955823,0.008255757042270892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,50,
389,0.09717575709025066,0.0007088437722580028,0.008126020431518555,0.00013285328465310374,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9759036144578314,0.984,0.9839571619812584,0.006558275423117583,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,60,
390,0.11062145233154297,0.0002350492823939233,0.009037335713704428,0.00013083805906488396,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9759036144578314,0.984,0.9826184738955823,0.005014724854212998,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,70,
391,0.12941789627075195,0.0008222970038531775,0.010357538859049479,6.970997574993257e-06,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.96,0.856,0.9435483870967742,0.9198494623655913,0.04564522081635492,136,0.9919678714859438,0.9759036144578314,0.984,0.9839571619812584,0.006558275423117583,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,80,
392,0.14388664563496908,0.00242822060387728,0.011300802230834961,7.436698059904212e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9759036144578314,0.98,0.9826238286479251,0.0068155922240388895,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,90,
393,0.15901716550191244,0.001800904563699877,0.012553056081136068,0.00018277821309525556,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9759036144578314,0.98,0.9826238286479251,0.0068155922240388895,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,100,
394,0.17353924115498862,0.0011297442057311583,0.013392448425292969,6.108108421698855e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.98,0.981285140562249,0.008247970070555576,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,110,
395,0.18894481658935547,0.001197672011444057,0.014483292897542318,0.00010632886523786665,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.984,0.9826184738955823,0.008255757042270892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,120,
396,0.20629032452901205,0.0009483581894386679,0.01548441251118978,0.00010193620357668105,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.988,0.9839518072289156,0.008683153200787224,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,130,
397,0.22234670321146646,0.0018837204877645809,0.016736984252929688,0.0003215175094205978,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9919678714859438,0.9718875502008032,0.984,0.9826184738955823,0.008255757042270892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,140,
398,0.23614923159281412,0.0016669624438900815,0.017989238103230793,0.000583160353403804,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9678714859437751,0.984,0.9799410977242302,0.008685652594626113,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,150,
399,0.2542366186777751,0.0027837683755924923,0.01906553904215495,0.0002384967940569675,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9678714859437751,0.988,0.9812744310575635,0.009477333799763704,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,160,
400,0.26585618654886883,0.001625733783993127,0.020038922627766926,4.8087450661565834e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9678714859437751,0.984,0.9799410977242302,0.008685652594626113,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,170,
401,0.282746156056722,0.0018035274899719054,0.021588563919067383,0.0009919165563985234,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9718875502008032,0.984,0.9812797858099063,0.006834459861432859,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,180,
402,0.29616236686706543,0.0013670936433002954,0.022410472234090168,0.0005403695016853107,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9759036144578314,0.988,0.9839518072289156,0.005690965694045043,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,190,
403,0.3167718251546224,0.002513656847406747,0.024046659469604492,0.0007406934562564536,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9718875502008032,0.988,0.9826131191432396,0.007584148051034408,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,200,
404,0.3327465057373047,0.0035813266942966242,0.025572697321573894,0.0007616785262436328,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9678714859437751,0.984,0.9799410977242302,0.008685652594626113,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,210,
405,0.3461165428161621,0.0017622752564180155,0.02620530128479004,0.0006073183759428856,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9879518072289156,0.9718875502008032,0.988,0.9826131191432396,0.007584148051034408,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,220,
406,0.3600499629974365,0.0025917894973257753,0.027563969294230144,0.0016525187624688352,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9839357429718876,0.9718875502008032,0.988,0.9812744310575635,0.006841768556053389,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,230,
407,0.37767450014750165,0.00042333765347797326,0.02765623728434245,0.00020248549293296948,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.96,0.864,0.9435483870967742,0.922516129032258,0.04191870632123804,79,0.9839357429718876,0.9718875502008032,0.988,0.9812744310575635,0.006841768556053389,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,240,
408,0.016542991002400715,4.89683102944668e-05,0.002659877141316732,0.00021331569628530852,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9518072289156626,0.96,0.9585542168674698,0.00502377374172271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,10,
409,0.031722625096639,0.00016316314229504155,0.003655672073364258,7.5900284109267e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.944,0.84,0.9274193548387096,0.9038064516129031,0.045622924786145796,214,0.9558232931726908,0.9518072289156626,0.948,0.9518768406961179,0.0031942253485992794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,20,
410,0.0478506882985433,0.0009863826863712227,0.004654089609781901,1.0042552311535718e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.928,0.84,0.9435483870967742,0.9038494623655914,0.0455924223865406,211,0.9558232931726908,0.9518072289156626,0.956,0.9545435073627845,0.0019361854475302802,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,30,
411,0.06210923194885254,0.0004239322804287677,0.00591739018758138,0.00016529640310691238,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.944,0.84,0.9435483870967742,0.9091827956989246,0.04891997140972837,182,0.963855421686747,0.9437751004016064,0.956,0.9545435073627845,0.00826219719890195,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,40,
412,0.07798457145690918,0.00025079844051897866,0.006918589274088542,0.00016812779776266377,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.944,0.84,0.9354838709677419,0.9064946236559139,0.04714716212583561,208,0.963855421686747,0.9437751004016064,0.956,0.9545435073627845,0.00826219719890195,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,50,
413,0.09371145566304524,0.00046143575298443045,0.007897456487019857,3.7726596042054245e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.944,0.84,0.9435483870967742,0.9091827956989246,0.04891997140972837,182,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,60,
414,0.10952226320902507,0.0016175406583135285,0.009300470352172852,0.00043921762872770916,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.944,0.84,0.9435483870967742,0.9091827956989246,0.04891997140972837,182,0.9598393574297188,0.9477911646586346,0.956,0.9545435073627845,0.00502532024611361,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,70,
415,0.12314605712890625,0.00026568546040600823,0.010039091110229492,0.00011405598620303192,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,80,
416,0.14149260520935059,0.0007898511385929133,0.011228243509928385,4.835033687514957e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,90,
417,0.15420174598693848,0.001372130842690994,0.012536366780598959,0.00030453587123089145,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,100,
418,0.1743473211924235,0.0033348531594587457,0.013972282409667969,0.0006326868152356464,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,110,
419,0.18851145108540854,0.0033409131729186772,0.01437815030415853,5.053736574950791e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.956,0.9558821954484605,0.006558734476537754,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,120,
420,0.1993380387624105,0.0008445687179814404,0.015529791514078775,0.00014844172965013837,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.963855421686747,0.9477911646586346,0.948,0.9532155287817939,0.007524023472478233,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,130,
421,0.21731305122375488,0.0030050560756602522,0.01679857571919759,0.0004450775460254386,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.96,0.84,0.9435483870967742,0.914516129032258,0.05311719122998064,145,0.9598393574297188,0.9477911646586346,0.956,0.9545435073627845,0.00502532024611361,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,140,
422,0.23206877708435059,0.0016475901145289946,0.02024690310160319,0.0024176638983179287,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.963855421686747,0.9477911646586346,0.96,0.9572155287817937,0.006847386286755876,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,150,
423,0.24663654963175455,0.002862423185473341,0.018789052963256836,0.00015792850998864067,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,160,
424,0.2621256510416667,0.0022089137969436325,0.019843260447184246,0.000159901961159997,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.96,0.84,0.9354838709677419,0.9118279569892472,0.051766795661688084,169,0.963855421686747,0.9477911646586346,0.952,0.9545488621151271,0.006801353396090268,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,170,
425,0.27818695704142254,0.0022615222049516483,0.02153301239013672,0.0006417236433361911,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9678714859437751,0.9477911646586346,0.952,0.9558875502008032,0.008646371518405535,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,180,
426,0.29243143399556476,0.0029605049893400423,0.022336959838867188,0.00020942544676076687,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9598393574297188,0.9477911646586346,0.952,0.9532101740294511,0.0049925363058917135,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,190,
427,0.3088265260060628,0.004567266207352758,0.02302893002827962,0.0001352949754182625,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.96,0.832,0.9435483870967742,0.9118494623655913,0.056860158118169746,164,0.963855421686747,0.9518072289156626,0.952,0.9558875502008032,0.005634685568578862,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,200,
428,0.3221436341603597,0.000764028802981185,0.02492388089497884,0.0005793329232955251,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.9718875502008032,0.9518072289156626,0.952,0.9585649263721553,0.009420846367939653,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,210,
429,0.3395242691040039,0.001798707894013355,0.025087833404541016,0.00035068658053291873,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.96,0.832,0.9435483870967742,0.9118494623655913,0.056860158118169746,164,0.963855421686747,0.9518072289156626,0.956,0.9572208835341365,0.004993839852941941,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,220,
430,0.3529388904571533,0.001148481491276364,0.02610890070597331,0.00016165850205982597,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9518072289156626,0.952,0.9558875502008032,0.005634685568578862,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,230,
431,0.3699210484822591,0.003849830223264107,0.027398188908894856,0.0005604504050817385,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.96,0.832,0.9354838709677419,0.9091612903225806,0.05547166657472242,190,0.963855421686747,0.9518072289156626,0.952,0.9558875502008032,0.005634685568578862,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,240,
432,0.01673571268717448,0.00016014682422582082,0.0027468204498291016,0.00017165817593309745,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.88,0.832,0.9112903225806451,0.8744301075268818,0.032608859638215575,350,0.8995983935742972,0.9317269076305221,0.924,0.9184417670682731,0.013692596998810747,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,10,
433,0.03306873639424642,0.0011258840291364283,0.003620783487955729,5.812862488832488e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.872,0.824,0.9193548387096774,0.8717849462365591,0.03892874689676021,354,0.8995983935742972,0.9437751004016064,0.932,0.9251244979919678,0.01867886064375713,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,20,
434,0.047630627950032554,0.0009555473279695359,0.004689772923787435,7.513132307632676e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.88,0.824,0.9193548387096774,0.8744516129032257,0.03912565028953842,343,0.8875502008032129,0.9437751004016064,0.932,0.9211084337349398,0.024211285185384197,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,30,
435,0.06177361806233724,0.0005471858696813582,0.005756855010986328,2.998455282833335e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.88,0.824,0.9193548387096774,0.8744516129032257,0.03912565028953842,343,0.891566265060241,0.9477911646586346,0.932,0.9237858099062919,0.02367719750989745,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,40,
436,0.07696994145711263,0.00021039277498801918,0.006944100062052409,0.0001879526243136728,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.88,0.824,0.9274193548387096,0.8771397849462366,0.04226918784354286,327,0.8795180722891566,0.9518072289156626,0.932,0.9211084337349398,0.030500275443811217,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,50,
437,0.09304277102152507,0.0010977495694076355,0.007889747619628906,6.08327235513611e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.88,0.824,0.9274193548387096,0.8771397849462366,0.04226918784354286,327,0.8795180722891566,0.9518072289156626,0.932,0.9211084337349398,0.030500275443811217,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,60,
438,0.10678458213806152,0.000540671766959386,0.009001016616821289,6.419882341540027e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8955823293172691,0.9518072289156626,0.932,0.9264631860776439,0.02328521798653178,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,70,
439,0.12234282493591309,0.001273999324268997,0.010268926620483398,0.00010087688902853033,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.9036144578313253,0.9477911646586346,0.932,0.9278018741633199,0.01827773786024879,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,80,
440,0.13782572746276855,0.00022972526056065792,0.01122585932413737,0.00010518148163935194,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.9036144578313253,0.9518072289156626,0.932,0.929140562248996,0.019778238620358057,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,90,
441,0.1532576084136963,0.0007380339701197126,0.012381474177042643,8.732118206861176e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.912,0.832,0.9193548387096774,0.8877849462365591,0.03956002682062783,219,0.9036144578313253,0.9437751004016064,0.928,0.9251298527443105,0.016520645908811075,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,100,
442,0.1699096361796061,0.0016492494338546438,0.013993581136067709,0.0005251178210425524,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8995983935742972,0.9437751004016064,0.928,0.9237911646586344,0.01827896929487643,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,110,
443,0.18337186177571616,0.002141019056550897,0.014432112375895182,0.00014529408090472042,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.904,0.824,0.9193548387096774,0.8824516129032257,0.04180419481496619,249,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,120,
444,0.20104511578877768,0.0013290455926643987,0.01629177729288737,0.00043230841198695975,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.896,0.824,0.9193548387096774,0.8797849462365591,0.04058187027684989,279,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,130,
445,0.21327749888102213,0.002829451278032767,0.01656945546468099,0.0001615553253506728,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.896,0.816,0.9193548387096774,0.8771182795698924,0.04425641344088949,332,0.891566265060241,0.9437751004016064,0.928,0.9211137884872825,0.021863295781954825,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,140,
446,0.22756544748942056,0.0021614000305709845,0.017681996027628582,8.957800576215897e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.896,0.824,0.9193548387096774,0.8797849462365591,0.04058187027684989,279,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,150,
447,0.24169325828552246,0.00033118208683058077,0.019818941752115887,0.0018337069359406007,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.896,0.824,0.9112903225806451,0.8770967741935484,0.038060469987250094,334,0.8995983935742972,0.9437751004016064,0.928,0.9237911646586344,0.01827896929487643,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,160,
448,0.25582242012023926,0.0006341891479826308,0.02131024996439616,0.0019600917639240843,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,170,
449,0.2728319962819417,0.0016291777912394035,0.02092774709065755,0.000188565467070084,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.891566265060241,0.9437751004016064,0.928,0.9211137884872825,0.021863295781954825,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,180,
450,0.2874462604522705,0.003108541609370919,0.02153937021891276,0.0001199752255186668,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.924,0.9211191432396252,0.019779792684322756,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,190,
451,0.3029136657714844,0.002192290636716659,0.022769769032796223,0.00016416803866993473,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,200,
452,0.3180147012074788,0.0013416506585327546,0.024144411087036133,0.00020573363774647194,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,210,
453,0.33338387807210285,0.003264173330639955,0.025172313054402668,0.00027659880047294576,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8995983935742972,0.9437751004016064,0.932,0.9251244979919678,0.01867886064375713,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,220,
454,0.34926271438598633,0.0025170593864088505,0.02594153086344401,0.0001634599277515928,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8955823293172691,0.9437751004016064,0.928,0.9224524765729586,0.020061855320101296,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,230,
455,0.3642255465189616,0.0009350375314325598,0.02742139498392741,0.00033820521193913243,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.904,0.824,0.9112903225806451,0.8797634408602151,0.039542872963072156,284,0.8995983935742972,0.9437751004016064,0.932,0.9251244979919678,0.01867886064375713,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,240,
456,0.016190767288208008,6.749084927430415e-05,0.0025949478149414062,4.779365898438079e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.872,0.808,0.8951612903225806,0.8583870967741936,0.03686241069482274,400,0.8755020080321285,0.9036144578313253,0.876,0.8850388219544846,0.01313653138317582,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,10,
457,0.03102699915568034,0.00029273752087116597,0.00360258420308431,5.4396139175968715e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.864,0.784,0.8951612903225806,0.8477204301075268,0.046818631714722295,477,0.8473895582329317,0.9036144578313253,0.872,0.874334672021419,0.023013008695055615,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,20,
458,0.046071370442708336,0.0004961773163523791,0.0048084259033203125,0.00013627827458316852,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.872,0.792,0.8951612903225806,0.8530537634408603,0.04419489310671617,443,0.8473895582329317,0.9076305220883534,0.872,0.8756733601070951,0.02473005745262032,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,30,
459,0.06102792421976725,0.0005979577995915302,0.00574191411336263,7.403356512601354e-06,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.872,0.784,0.8951612903225806,0.8503870967741936,0.047885601913528024,470,0.8473895582329317,0.9076305220883534,0.876,0.8770066934404284,0.024603570273706292,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,40,
460,0.07624936103820801,0.0014265453007253702,0.0069989363352457685,0.00020207146320233124,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.872,0.784,0.8951612903225806,0.8503870967741936,0.047885601913528024,470,0.8393574297188755,0.9076305220883534,0.876,0.8743293172690763,0.02789739738175552,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,50,
461,0.09283733367919922,0.0015242464054833586,0.007980744043986002,0.00020173972154804436,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.872,0.792,0.8951612903225806,0.8530537634408603,0.04419489310671617,443,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,60,
462,0.10546024640401204,0.000992125156154351,0.00891574223836263,2.2815493993897303e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,70,
463,0.1211990515391032,0.002934827315463363,0.009842793146769205,6.303164803585259e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,80,
464,0.1349302132924398,0.0005849077324461342,0.010914882024129232,0.00017010953522871613,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8393574297188755,0.9036144578313253,0.876,0.8729906291834002,0.026318987442464338,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,90,
465,0.15057849884033203,0.0010283207705030545,0.012478351593017578,0.0002915812110156378,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8433734939759037,0.9036144578313253,0.872,0.872995983935743,0.024603352340114796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,100,
466,0.16559123992919922,0.0020722081458620107,0.013310591379801432,0.00014906435139155794,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.88,0.8,0.8951612903225806,0.8583870967741936,0.041747303173184515,400,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,110,
467,0.18071858088175455,0.0009976441588404165,0.0144041379292806,7.091589092244603e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9036144578313253,0.876,0.8770066934404284,0.021326051293940995,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,120,
468,0.19364452362060547,0.0011033097040747206,0.015543778737386068,0.0004204952340343449,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8554216867469879,0.9036144578313253,0.872,0.8770120481927711,0.019991269202860058,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,130,
469,0.20996681849161783,0.0006568306321507846,0.018914461135864258,0.002641245482966322,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8554216867469879,0.9076305220883534,0.876,0.8796840696117805,0.02147277188447089,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,140,
470,0.2265623410542806,0.0013438639591053705,0.017713069915771484,0.00010401883197998025,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8634538152610441,0.9076305220883534,0.876,0.8823614457831325,0.018587564855126634,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,150,
471,0.23929341634114584,0.002897674782128732,0.019040902455647785,0.000548625770083472,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.88,0.784,0.8951612903225806,0.8530537634408603,0.049219121386381966,443,0.8674698795180723,0.9036144578313253,0.876,0.8823614457831326,0.01542635471521645,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,160,
472,0.2552209695180257,0.0037159823639678516,0.019883394241333008,0.00042412679471010717,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8714859437751004,0.9036144578313253,0.876,0.8837001338688085,0.014201629016030538,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,170,
473,0.27267996470133465,0.0010441020119030557,0.022531827290852863,0.001567599834848157,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8594377510040161,0.9076305220883534,0.876,0.8810227576974565,0.01999261309187892,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,180,
474,0.285297950108846,0.003674728744352479,0.022392431894938152,0.0008594596665390284,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8674698795180723,0.9076305220883534,0.876,0.8837001338688085,0.01727596305299452,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,190,
475,0.29958756764729816,0.0005923981380788442,0.02285623550415039,0.00018718070407723337,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8634538152610441,0.9036144578313253,0.876,0.8810227576974565,0.01677578361965026,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,200,
476,0.31549564997355145,0.002617692026619771,0.024201154708862305,0.0005550350724933412,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8554216867469879,0.9036144578313253,0.876,0.8783453815261044,0.01974439003994266,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,210,
477,0.329941193262736,0.0011987322665068145,0.025903622309366863,0.0011463037235534305,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8594377510040161,0.9036144578313253,0.876,0.8796840696117805,0.01822223245022118,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,220,
478,0.3431890805562337,0.000882339657352259,0.026018857955932617,0.00011445747361700569,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9076305220883534,0.876,0.8783453815261044,0.023013553174735985,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,230,
479,0.35920095443725586,0.002372924267354893,0.028725306193033855,0.0024158029746043806,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.88,0.792,0.8951612903225806,0.8557204301075269,0.045480296765944374,408,0.8514056224899599,0.9076305220883534,0.876,0.8783453815261044,0.023013553174735985,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,240,
0,0.05908521016438802,0.0008454205225966882,0.005884488423665364,6.228046204454572e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.856,0.76,0.7983870967741935,0.8047956989247312,0.039452947808268225,20,0.8835341365461847,0.8152610441767069,0.788,0.8289317269076305,0.0401817411780811,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,
1,0.07680749893188477,0.0003723254537650922,0.007498502731323242,7.814603108958462e-05,42,"{'n_estimators': 40, 'random_state': 42}",0.856,0.76,0.7016129032258065,0.7725376344086022,0.06364871362938856,22,0.8634538152610441,0.8152610441767069,0.744,0.8075716198125837,0.04906899177276552,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,
2,0.09737269083658855,0.0008575977233252098,0.009003798166910807,8.280538076809706e-05,42,"{'n_estimators': 50, 'random_state': 42}",0.856,0.76,0.8145161290322581,0.8101720430107527,0.03931202795177474,19,0.8835341365461847,0.8152610441767069,0.848,0.8489317269076305,0.027880158675966635,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,
3,0.11621650060017903,0.00022363157183028783,0.01061685880025228,0.00024154789628856577,42,"{'n_estimators': 60, 'random_state': 42}",0.856,0.76,0.8467741935483871,0.8209247311827957,0.0432446222355458,16,0.8634538152610441,0.8152610441767069,0.884,0.8542382864792503,0.028809205588552354,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,
4,0.13582309087117514,0.00014630333992495225,0.012383222579956055,0.00019087200400237235,42,"{'n_estimators': 70, 'random_state': 42}",0.856,0.76,0.8709677419354839,0.828989247311828,0.04916398077286006,11,0.8835341365461847,0.8152610441767069,0.916,0.8715983935742972,0.04198357436990547,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,
5,0.1560093561808268,0.0011699425740901105,0.013663609822591146,0.00013954180463468112,42,"{'n_estimators': 80, 'random_state': 42}",0.856,0.76,0.8870967741935484,0.8343655913978495,0.0540951829603774,1,0.8634538152610441,0.8152610441767069,0.912,0.8635716198125837,0.039493601185335826,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,
6,0.17461744944254556,0.0016741472886460853,0.015329202016194662,7.931240095633323e-05,42,"{'n_estimators': 90, 'random_state': 42}",0.856,0.76,0.8790322580645161,0.8316774193548387,0.05154842746980533,4,0.8835341365461847,0.8152610441767069,0.912,0.870265060240964,0.04059275537121205,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,
7,0.19407383600870767,0.00047706857999489524,0.017070690790812176,0.0002598118143173662,42,"{'n_estimators': 100, 'random_state': 42}",0.856,0.76,0.8709677419354839,0.828989247311828,0.04916398077286006,11,0.8634538152610441,0.8152610441767069,0.9,0.8595716198125837,0.034703277843555765,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,
8,0.21440513928731283,0.0030530987734754527,0.019246339797973633,0.0006594565092763728,42,"{'n_estimators': 110, 'random_state': 42}",0.856,0.76,0.8870967741935484,0.8343655913978495,0.0540951829603774,1,0.8835341365461847,0.8152610441767069,0.92,0.8729317269076305,0.04341175366454128,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,
9,0.23313315709431967,0.0013467741448816362,0.02016107241312663,0.0004352926224012521,42,"{'n_estimators': 120, 'random_state': 42}",0.856,0.76,0.8629032258064516,0.8263010752688172,0.046966570153565874,14,0.8634538152610441,0.8152610441767069,0.924,0.8675716198125837,0.04448788122720266,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,
10,0.25232235590616864,0.0039086283071671085,0.021732489267985027,0.0002525321616534438,42,"{'n_estimators': 130, 'random_state': 42}",0.856,0.76,0.8548387096774194,0.8236129032258065,0.04498361361959257,15,0.8835341365461847,0.8152610441767069,0.916,0.8715983935742972,0.04198357436990547,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,
11,0.2713501453399658,0.0019720150042435336,0.023401896158854168,0.0008047322333480788,42,"{'n_estimators': 140, 'random_state': 42}",0.856,0.76,0.8790322580645161,0.8316774193548387,0.05154842746980533,4,0.8634538152610441,0.8152610441767069,0.924,0.8675716198125837,0.04448788122720266,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,
12,0.29151709874471027,0.004990477707704725,0.02462156613667806,8.039205173814937e-05,42,"{'n_estimators': 150, 'random_state': 42}",0.856,0.76,0.8467741935483871,0.8209247311827957,0.0432446222355458,16,0.8835341365461847,0.8152610441767069,0.904,0.8675983935742972,0.037939526426508816,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,
13,0.31050928433736164,0.002741831588225788,0.026316165924072266,0.0002498691166102159,42,"{'n_estimators': 160, 'random_state': 42}",0.856,0.76,0.8790322580645161,0.8316774193548387,0.05154842746980533,4,0.8634538152610441,0.8152610441767069,0.928,0.868904953145917,0.04618660858020454,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,
14,0.32845250765482586,0.004087085308989101,0.02825784683227539,0.0005128939842436596,42,"{'n_estimators': 170, 'random_state': 42}",0.856,0.76,0.8467741935483871,0.8209247311827957,0.0432446222355458,16,0.8835341365461847,0.8152610441767069,0.928,0.8755983935742973,0.04636629560660423,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,
15,0.3486679395039876,0.002475522447848339,0.029150644938151043,0.00012111606455923229,42,"{'n_estimators': 180, 'random_state': 42}",0.856,0.76,0.717741935483871,0.7779139784946237,0.05784753564365498,21,0.8634538152610441,0.8152610441767069,0.76,0.812904953145917,0.04226768936769226,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,
16,0.3691874345143636,0.002703325369014327,0.03107142448425293,0.0005279792219109042,42,"{'n_estimators': 190, 'random_state': 42}",0.856,0.76,0.8709677419354839,0.828989247311828,0.04916398077286006,11,0.8835341365461847,0.8152610441767069,0.9,0.866265060240964,0.03668640443754028,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,
17,0.3856085141499837,0.0029381845257283666,0.032636165618896484,0.00028211806281907556,42,"{'n_estimators': 200, 'random_state': 42}",0.856,0.76,0.8790322580645161,0.8316774193548387,0.05154842746980533,4,0.8634538152610441,0.8152610441767069,0.924,0.8675716198125837,0.04448788122720266,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,
18,0.40466030438741046,0.0018097149887686887,0.040534019470214844,0.007695407978720157,42,"{'n_estimators': 210, 'random_state': 42}",0.856,0.76,0.8870967741935484,0.8343655913978495,0.0540951829603774,1,0.8835341365461847,0.8152610441767069,0.924,0.874265060240964,0.04487372624041104,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,
19,0.42370931307474774,0.0011221105070272897,0.036287784576416016,0.0009176518539453689,42,"{'n_estimators': 220, 'random_state': 42}",0.856,0.76,0.8790322580645161,0.8316774193548387,0.05154842746980533,4,0.8634538152610441,0.8152610441767069,0.924,0.8675716198125837,0.04448788122720266,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,
20,0.4446876843770345,0.0007053777242571086,0.03789750734965006,0.000802927190323587,42,"{'n_estimators': 230, 'random_state': 42}",0.856,0.76,0.8790322580645161,0.8316774193548387,0.05154842746980533,4,0.8835341365461847,0.8152610441767069,0.924,0.874265060240964,0.04487372624041104,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,
21,0.459600289662679,0.0022823019474028454,0.03908626238505045,0.00046754008318975994,42,"{'n_estimators': 240, 'random_state': 42}",0.856,0.76,0.8790322580645161,0.8316774193548387,0.05154842746980533,4,0.8634538152610441,0.8152610441767069,0.924,0.8675716198125837,0.04448788122720266,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,
0,0.17129230499267578,0.0007021410558321499,0.0016218026479085286,3.5581304876841916e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.968,0.928,0.967741935483871,0.9545806451612903,0.01879564971327922,32,0.9759036144578314,0.9879518072289156,0.984,0.9826184738955823,0.005014724854212998,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.05
1,0.22566493352254233,0.0024194497997026016,0.0016638437906901042,3.1967260134986395e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.968,0.936,0.967741935483871,0.957247311827957,0.015024487662023637,21,0.9919678714859438,0.9919678714859438,0.992,0.9919785809906291,1.514552677239402e-05,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.05
2,0.28618113199869794,0.0026755827847595426,0.0017715295155843098,3.36056510453944e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.968,0.936,0.967741935483871,0.957247311827957,0.015024487662023637,21,0.9919678714859438,0.9959839357429718,1.0,0.9959839357429718,0.003279102734649498,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.05
3,0.3409486611684163,0.0020320747711115843,0.0018767515818277996,5.140610258991314e-06,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.968,0.944,0.967741935483871,0.9599139784946237,0.011253375285342324,2,0.9959839357429718,0.9959839357429718,1.0,0.9973226238286479,0.0018931908465503516,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.05
4,0.39760486284891766,0.005155512306721414,0.0021905104319254556,0.00035791842701832097,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.96,0.944,0.9596774193548387,0.9545591397849463,0.007467600655127211,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.05
5,0.4518425464630127,0.0031422215668004193,0.002051115036010742,2.983631738289475e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.96,0.944,0.9596774193548387,0.9545591397849463,0.007467600655127211,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.05
6,0.5094667275746664,0.005093985807765611,0.0020602544148763022,2.734328386168675e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.968,0.936,0.9596774193548387,0.9545591397849463,0.013555997180010593,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.05
7,0.5651127497355143,0.0026330132290273258,0.0021454493204752603,1.5254235250396268e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.05
8,0.6211331685384115,0.0060053182973047094,0.0022243658701578775,5.465294882203018e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.05
9,0.6823165416717529,0.002328996483526747,0.002303600311279297,0.00010796141554362621,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.05
10,0.73780624071757,0.0029356826038892327,0.002336581548055013,6.0863032794684553e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.05
11,0.790754238764445,0.0033778149478081855,0.002383550008138021,4.4292984713385616e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.05
12,0.8588030338287354,0.003726733040225713,0.002481381098429362,2.024203534775004e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.05
13,0.9106048742930094,0.0051391504366152885,0.002494970957438151,1.076908567831579e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.96,0.952,0.9596774193548387,0.9572258064516129,0.0036975491315597744,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.05
14,0.9673567612965902,0.006173471699750168,0.0025676886240641275,3.144073290908323e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.96,0.952,0.9596774193548387,0.9572258064516129,0.0036975491315597744,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.05
15,1.0198437372843425,0.003977086725483925,0.0026126702626546225,1.290449353986632e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.05
16,1.0774439970652263,0.007876452630644114,0.002748250961303711,6.54938339299903e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.05
17,1.1288987000783284,0.004248529546062812,0.002720514933268229,2.5747980080739828e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.05
18,1.1823876698811848,0.006889954727669742,0.002745946248372396,5.119335416479492e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.05
19,1.243925412495931,0.007995849405979574,0.002864201863606771,4.6468318630332266e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.96,0.936,0.9596774193548387,0.9518924731182796,0.011238447132636144,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.05
20,1.2955605189005535,0.006017991019948641,0.0028707186381022134,5.531253942289977e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.96,0.928,0.9596774193548387,0.9492258064516129,0.01500948942523043,65,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.05
21,1.3601470788319905,0.0074285811131939985,0.002939621607462565,3.0740488399063055e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.96,0.928,0.9596774193548387,0.9492258064516129,0.01500948942523043,65,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.05
22,0.17095192273457846,0.00031436037902992145,0.0016973018646240234,7.219084656655995e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.968,0.944,0.967741935483871,0.9599139784946237,0.011253375285342324,2,0.9959839357429718,0.9959839357429718,1.0,0.9973226238286479,0.0018931908465503516,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.1
23,0.22691996892293295,0.0024617428483280925,0.001756906509399414,4.1556479165154515e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.976,0.944,0.967741935483871,0.9625806451612903,0.013564148538100337,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.1
24,0.28568577766418457,0.0009865717206366657,0.0017774899800618489,2.1495021292650667e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.968,0.936,0.9596774193548387,0.9545591397849463,0.013555997180010593,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.1
25,0.3420839309692383,0.002048172526551237,0.0018452803293863933,4.56106366950313e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.968,0.936,0.9596774193548387,0.9545591397849463,0.013555997180010593,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.1
26,0.3976503213246663,0.005519542027152443,0.002021233240763346,2.48873165242503e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.968,0.944,0.9596774193548387,0.9572258064516129,0.009950135823878582,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.1
27,0.45479639371236164,0.0018031678137308052,0.0020192464192708335,5.895911442069104e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.968,0.944,0.9596774193548387,0.9572258064516129,0.009950135823878582,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.1
28,0.5108494758605957,0.0033686338194004813,0.002132892608642578,2.2069714733362025e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.968,0.936,0.9596774193548387,0.9545591397849463,0.013555997180010593,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.1
29,0.5655215581258138,0.0028497967699835217,0.002151966094970703,1.4041754599118163e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.968,0.936,0.9596774193548387,0.9545591397849463,0.013555997180010593,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.1
30,0.6228318214416504,0.0029047018567843015,0.0023464361826578775,0.000112137247022604,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.968,0.936,0.9596774193548387,0.9545591397849463,0.013555997180010593,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.1
31,0.6799264748891195,0.003257756480362138,0.0023139317830403647,5.149338446504253e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.968,0.936,0.9596774193548387,0.9545591397849463,0.013555997180010593,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.1
32,0.7448489665985107,0.006812788365878327,0.0024129549662272134,0.00012042008203343173,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.968,0.936,0.9596774193548387,0.9545591397849463,0.013555997180010593,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.1
33,0.793285051981608,0.005107998640078319,0.002439737319946289,1.3683647968560927e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.1
34,0.8571883837381998,0.003205889921148131,0.002469778060913086,4.560883648378878e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.1
35,0.9124302864074707,0.008740403325254378,0.002712806065877279,0.0001996739428567008,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.1
36,0.966562827428182,0.006010665203385338,0.0025905768076578775,2.80242985077554e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.1
37,1.0257225036621094,0.002656043459764494,0.0026715596516927085,2.053939120429817e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.1
38,1.0802645683288574,0.0031065475238854097,0.0027892589569091797,8.919468155064498e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.1
39,1.1372876167297363,0.0020974213013928186,0.002722501754760742,1.7205828240078655e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.1
40,1.1916556358337402,0.003937547073298348,0.00282899538675944,6.184020115709989e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.1
41,1.2490247090657551,0.00664494919333908,0.002950906753540039,6.773521764880702e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.1
42,1.303771734237671,0.005883872697893122,0.002946058909098307,4.7162036812267786e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.1
43,1.358702262242635,0.007705466540323921,0.0030717849731445312,0.0001337003264873865,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.968,0.928,0.9596774193548387,0.9518924731182796,0.017232798978103467,43,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.1
44,0.16931660970052084,0.0009064400823912408,0.001623233159383138,1.5303839961832685e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.976,0.936,0.9596774193548387,0.9572258064516129,0.01642168899901278,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.5
45,0.22529379526774088,0.0030817146670391073,0.001699368158976237,1.3532340219925286e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.968,0.944,0.9596774193548387,0.9572258064516129,0.009950135823878582,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.5
46,0.2809278170267741,0.001882136711094034,0.0018014113108317058,6.386572711583595e-06,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.5
47,0.3383246262868245,0.0031010204617582275,0.001909176508585612,5.622815747733893e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.968,0.944,0.9596774193548387,0.9572258064516129,0.009950135823878582,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.5
48,0.3908303578694661,0.0011601624174131862,0.0019467671712239583,1.4030055009854708e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.5
49,0.4411795139312744,0.0058840722755160784,0.0020460287729899087,1.4958219429698119e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.968,0.944,0.9596774193548387,0.9572258064516129,0.009950135823878582,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.5
50,0.4842076301574707,0.008819517927431365,0.0020895799001057944,7.858833171866417e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.968,0.944,0.9596774193548387,0.9572258064516129,0.009950135823878582,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.5
51,0.5158974329630533,0.006365980775250526,0.0021498998006184897,3.6109899879571056e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.5
52,0.536035935084025,0.00705681324163204,0.002148151397705078,4.469357486687955e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.5
53,0.5569139321645101,0.006931025711260147,0.0022226969401041665,6.39522995591714e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.5
54,0.5650449593861898,0.007336783472129221,0.002220789591471354,5.566595886557419e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.5
55,0.5842435359954834,0.007684219858732051,0.0022751490275065103,0.00010070456342795515,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.5
56,0.5926399230957031,0.008013122749704798,0.002272526423136393,3.0243365172444565e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.5
57,0.6063557465871176,0.006336222209924998,0.002306381861368815,3.580320687863941e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.5
58,0.6243089834849039,0.008218916738891427,0.0023406346638997397,2.760741190254117e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.5
59,0.6397751967112223,0.00880707313691037,0.0022988319396972656,6.200441751385049e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.5
60,0.6515596707661947,0.005840628130768244,0.002355337142944336,6.5778471834233e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.5
61,0.6679250399271647,0.008531563039694209,0.002297083536783854,4.701798684525163e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.5
62,0.6847014427185059,0.004612893340463332,0.002351045608520508,2.031740406073541e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.5
63,0.6958374182383219,0.007791822654825513,0.0024019082387288413,5.402178964255758e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.5
64,0.7162006696065267,0.00628645741494189,0.0024067560831705728,4.3254997582569193e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.5
65,0.7311246395111084,0.005597915385351175,0.0024231274922688804,3.8668099534183883e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.968,0.952,0.9596774193548387,0.9598924731182796,0.006533742474818836,4,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.5
0,0.003731330235799154,8.186645824052814e-05,0.0012454986572265625,3.250255361847481e-05,42,{'random_state': 42},0.7830188679245284,0.8095238095238095,0.7904761904761904,0.7943396226415094,0.011160124353170462,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,,
0,0.02113024393717448,0.00413625220535626,0.0031568209330240884,0.00039727624871339147,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.6981132075471698,0.6857142857142857,0.7523809523809524,0.7120694818808025,0.02895046696304828,467,0.8238095238095238,0.7867298578199052,0.8104265402843602,0.8069886406379299,0.015331661639879169,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,10,
1,0.029891808827718098,9.228664141777588e-05,0.0034356911977132163,1.6451841747155602e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7264150943396226,0.7238095238095238,0.7333333333333333,0.7278526504941599,0.004018761229909629,400,0.8571428571428571,0.7962085308056872,0.8151658767772512,0.8228390882419317,0.02546116863221926,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,20,
2,0.044221083323160805,0.0002943387414040221,0.004572868347167969,7.59970830068241e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.7547169811320755,0.7142857142857143,0.7619047619047619,0.7436358191075172,0.020960081709401238,298,0.8380952380952381,0.7819905213270142,0.8246445497630331,0.8149101030617617,0.02391658281535465,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,30,
3,0.06086850166320801,0.0017378502226618757,0.005552371342976888,1.2727076648295435e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.7735849056603774,0.7333333333333333,0.7523809523809524,0.7530997304582211,0.01644049371000534,288,0.8571428571428571,0.7819905213270142,0.8388625592417062,0.8259986459038591,0.032000818681371626,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,40,
4,0.07329289118448894,0.000683583399306023,0.006637732187906901,9.283035565573017e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.7735849056603774,0.7238095238095238,0.7428571428571429,0.7467505241090148,0.02050635629553094,293,0.8571428571428571,0.7819905213270142,0.8530805687203792,0.8307379823967501,0.03450953266722996,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,50,
5,0.08780479431152344,0.0009722540301871187,0.0077029069264729815,0.00017094953877325406,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.7641509433962265,0.7238095238095238,0.7333333333333333,0.7404312668463612,0.01721710445427498,326,0.8523809523809524,0.7725118483412322,0.8578199052132701,0.8275709019784849,0.038995898011204934,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,60,
6,0.10241969426472981,0.0004541103264835369,0.00864863395690918,7.78114382114873e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.7735849056603774,0.7238095238095238,0.7428571428571429,0.7467505241090148,0.02050635629553094,293,0.8476190476190476,0.7725118483412322,0.8483412322274881,0.822824042729256,0.03557731548572194,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,70,
7,0.11685538291931152,0.0003189043160911073,0.010152101516723633,0.0003139651339285438,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.7641509433962265,0.7142857142857143,0.7428571428571429,0.7404312668463612,0.02042953620579335,326,0.8428571428571429,0.7819905213270142,0.8625592417061612,0.8291356352967728,0.034293240375524586,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,80,
8,0.13100322087605795,0.0005419687429654548,0.010766903559366861,0.0001159355677660968,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.7641509433962265,0.7238095238095238,0.7428571428571429,0.7436058700209643,0.0164778230326295,300,0.8380952380952381,0.7867298578199052,0.8578199052132701,0.8275483337094712,0.029965275500036137,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,90,
9,0.1456886132558187,0.0006995966904864309,0.01156322161356608,0.00014967248385212628,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.7641509433962265,0.7333333333333333,0.7428571428571429,0.7467804731955675,0.012883469077476412,292,0.8285714285714286,0.7819905213270142,0.8578199052132701,0.8227939517039043,0.031225612290323217,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,100,
10,0.15868314107259116,0.00036471457361393264,0.012959480285644531,0.00032395835991186106,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.7735849056603774,0.7238095238095238,0.7333333333333333,0.7435759209344116,0.021572824110809612,302,0.8428571428571429,0.7867298578199052,0.8530805687203792,0.8275558564658091,0.02916849022686159,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,110,
11,0.17555665969848633,0.0007836582110440915,0.014312426249186197,0.0002840635945899147,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.7735849056603774,0.7238095238095238,0.7333333333333333,0.7435759209344116,0.021572824110809612,302,0.8571428571428571,0.8009478672985783,0.8530805687203792,0.8370570977206048,0.025586883854299355,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,120,
12,0.19069457054138184,0.004032639817852825,0.014753977457682291,4.077879359697802e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.7830188679245284,0.7238095238095238,0.7238095238095238,0.7435459718478586,0.027911552488885015,309,0.8523809523809524,0.8009478672985783,0.8530805687203792,0.8354697961333032,0.024412360852758747,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,130,
13,0.20467940966288248,0.0020341060291527357,0.015926440556844074,3.1498534325701586e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.7830188679245284,0.7238095238095238,0.7142857142857143,0.7403713686732555,0.030405949321933044,336,0.8571428571428571,0.7962085308056872,0.8625592417061612,0.8386368765515684,0.030082749181587237,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,140,
14,0.2213472525278727,0.00387506454167361,0.017563343048095703,0.0007134268744278675,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.7830188679245284,0.7142857142857143,0.7238095238095238,0.7403713686732555,0.030405949321933044,336,0.8523809523809524,0.7962085308056872,0.8625592417061612,0.8370495749642668,0.029176389534110253,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,150,
15,0.23361937204996744,0.000783934024910612,0.019477208455403645,0.0021151799893836154,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.7830188679245284,0.7142857142857143,0.7333333333333333,0.7435459718478586,0.028974530095188536,309,0.861904761904762,0.7962085308056872,0.8530805687203792,0.8370646204769429,0.02911336054984703,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,160,
16,0.2484118938446045,0.00020271309809048247,0.01988371213277181,0.0005716349605364684,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7333333333333333,0.7404013177598084,0.0247193018686734,331,0.8523809523809524,0.8009478672985783,0.8578199052132701,0.8370495749642669,0.025624149081965326,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,170,
17,0.2638431390126546,0.001083414009814056,0.02052648862202962,0.0002810064347600441,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7428571428571429,0.7435759209344116,0.02421412818811229,302,0.8571428571428571,0.7962085308056872,0.8530805687203792,0.835477318889641,0.027816707629213448,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,180,
18,0.2777424653371175,0.003200190672554668,0.02130889892578125,0.0002749712250853517,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.7830188679245284,0.7142857142857143,0.7333333333333333,0.7435459718478586,0.028974530095188536,309,0.8476190476190476,0.7962085308056872,0.8530805687203792,0.8323027157150379,0.025619649898569095,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,190,
19,0.2901297410329183,0.0013922288652949706,0.022171656290690105,0.00014114934749980465,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.7830188679245284,0.7142857142857143,0.7333333333333333,0.7435459718478586,0.028974530095188536,309,0.8476190476190476,0.8009478672985783,0.8578199052132701,0.8354622733769653,0.024758130571891645,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,200,
20,0.31038443247477215,0.009210812662422773,0.023144642512003582,0.00028284244504819984,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.7830188679245284,0.7142857142857143,0.7428571428571429,0.7467205750224618,0.028192861783983787,297,0.8476190476190476,0.7962085308056872,0.8578199052132701,0.8338824945460016,0.02696306154531043,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,210,
21,0.32171106338500977,0.0044488793911642305,0.024275938669840496,0.0001588369235580205,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.7830188679245284,0.7142857142857143,0.7333333333333333,0.7435459718478586,0.028974530095188536,309,0.861904761904762,0.8009478672985783,0.8625592417061612,0.8418039569698337,0.028890853608848424,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,220,
22,0.3352367877960205,0.003542109782508811,0.025376637776692707,0.0006623094856413148,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.7830188679245284,0.7047619047619048,0.7333333333333333,0.7403713686732555,0.03233355869622715,336,0.861904761904762,0.7914691943127962,0.8625592417061612,0.8386443993079066,0.03335897740939328,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,230,
23,0.35019199053446454,0.0035295533709422985,0.026691913604736328,0.0005947010432633272,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.7830188679245284,0.7047619047619048,0.7238095238095238,0.7371967654986523,0.03332118196074293,363,0.861904761904762,0.7914691943127962,0.8625592417061612,0.8386443993079066,0.03335897740939328,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,240,
24,0.015434741973876953,0.0002261234840287196,0.002427975336710612,3.307999910148103e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.7075471698113207,0.6666666666666666,0.7428571428571429,0.7056903264450435,0.031132331168717494,475,0.8428571428571429,0.7677725118483413,0.8056872037914692,0.8054389528323177,0.030653674873072034,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,10,
25,0.03027232487996419,0.0005070108224654549,0.003469228744506836,9.554131867597387e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.7358490566037735,0.7238095238095238,0.7428571428571429,0.7341719077568133,0.007866069286793337,390,0.8476190476190476,0.7819905213270142,0.8056872037914692,0.8117655909125103,0.027135290162578075,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,20,
26,0.04566661516825358,0.00146046518116372,0.004571119944254558,6.0210119690445314e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.7735849056603774,0.7238095238095238,0.7428571428571429,0.7467505241090148,0.02050635629553094,293,0.8476190476190476,0.7962085308056872,0.8246445497630331,0.8228240427292559,0.021027695929404264,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,30,
27,0.05863396326700846,0.0008871292372750067,0.005556742350260417,4.979594611428751e-06,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7735849056603774,0.7238095238095238,0.7333333333333333,0.7435759209344116,0.021572824110809612,302,0.8428571428571429,0.7819905213270142,0.8246445497630331,0.8164974046490633,0.025507755477554163,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,40,
28,0.07251715660095215,0.0005535855906200107,0.0068692366282145185,0.0004328989162880959,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.7830188679245284,0.7142857142857143,0.7523809523809524,0.749895178197065,0.028115190523442007,290,0.8428571428571429,0.7867298578199052,0.8341232227488151,0.8212367411419544,0.024659198250900204,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,50,
29,0.0893553098042806,0.001809538329463819,0.008330901463826498,0.0009687289328341109,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.7830188679245284,0.7238095238095238,0.7238095238095238,0.7435459718478586,0.027911552488885015,309,0.8380952380952381,0.7772511848341233,0.8483412322274881,0.8212292183856166,0.03137722821019223,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,60,
30,0.10276651382446289,0.0002542557999396091,0.00896159807840983,0.0005440010650980911,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.7641509433962265,0.7238095238095238,0.7333333333333333,0.7404312668463612,0.01721710445427498,326,0.8285714285714286,0.7772511848341233,0.8246445497630331,0.810155721056195,0.023322185036086424,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,70,
31,0.11771790186564128,0.0016588911663019716,0.009744008382161459,0.00011596628927585427,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.7547169811320755,0.7333333333333333,0.7523809523809524,0.7468104222821204,0.009577341401511463,291,0.8238095238095238,0.7819905213270142,0.8341232227488151,0.8133077559617844,0.02254136915879366,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,80,
32,0.13334830602010092,0.0016523101480751046,0.011558135350545248,0.0012567758680541547,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.7547169811320755,0.7333333333333333,0.7428571428571429,0.7436358191075172,0.008747184340206712,298,0.8333333333333334,0.7867298578199052,0.8483412322274881,0.8228014744602422,0.026232046591778687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,90,
33,0.14419913291931152,0.00025866214670267523,0.011559486389160156,0.00015548559840316295,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.7547169811320755,0.7333333333333333,0.7333333333333333,0.740461215932914,0.010080348243330288,324,0.8238095238095238,0.7867298578199052,0.8530805687203792,0.8212066501166028,0.027150020538304617,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,100,
34,0.16226704915364584,0.0022686432248383887,0.013004700342814127,0.00011631020677359677,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.7641509433962265,0.7238095238095238,0.7333333333333333,0.7404312668463612,0.01721710445427498,326,0.8333333333333334,0.7819905213270142,0.8578199052132701,0.8243812532912059,0.0315977706803585,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,110,
35,0.17388208707173666,0.000754298945953063,0.01377566655476888,3.213279465061473e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.7641509433962265,0.7238095238095238,0.7333333333333333,0.7404312668463612,0.01721710445427498,326,0.8476190476190476,0.7867298578199052,0.8578199052132701,0.8307229368840744,0.031385321708022225,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,120,
36,0.19079351425170898,0.0033213426475222248,0.015158255894978842,0.0001418180210452887,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.7641509433962265,0.7238095238095238,0.7428571428571429,0.7436058700209643,0.0164778230326295,300,0.8428571428571429,0.7867298578199052,0.8720379146919431,0.8338749717896637,0.03540127765712049,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,130,
37,0.20539259910583496,0.0028859842968295725,0.016440550486246746,0.0004780623405231618,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7333333333333333,0.7404013177598084,0.0247193018686734,331,0.8428571428571429,0.7867298578199052,0.8720379146919431,0.8338749717896637,0.03540127765712049,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,140,
38,0.21890981992085776,0.0019260106490547144,0.017504771550496418,0.0007947751031619748,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7428571428571429,0.7435759209344116,0.02421412818811229,302,0.8333333333333334,0.7962085308056872,0.8578199052132701,0.8291205897840969,0.02532851844932329,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,150,
39,0.23278077443440756,0.003534632547583428,0.018268505732218426,0.0006601344000986889,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7428571428571429,0.7435759209344116,0.02421412818811229,302,0.8285714285714286,0.8056872037914692,0.8625592417061612,0.8322726246896863,0.023364949727770937,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,160,
40,0.24653228123982748,0.0011290554308841108,0.0207060972849528,0.002572000227375635,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7523809523809524,0.7467505241090148,0.024533987531807192,293,0.8380952380952381,0.8056872037914692,0.8578199052132701,0.8338674490333258,0.02149201851304619,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,170,
41,0.2609442075093587,0.0015333015280811718,0.021083672841389973,0.0015255689347521218,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7428571428571429,0.7435759209344116,0.02421412818811229,302,0.8380952380952381,0.8009478672985783,0.8530805687203792,0.8307078913713984,0.0219147485816794,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,180,
42,0.2745906511942546,0.0011926734993906265,0.021612087885538738,0.0007299885901837609,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7333333333333333,0.7404013177598084,0.0247193018686734,331,0.8333333333333334,0.7962085308056872,0.8530805687203792,0.8275408109531331,0.023576431180119692,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,190,
43,0.2887407938639323,0.0008402655120824492,0.022285064061482746,0.0002543868762678587,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7333333333333333,0.7404013177598084,0.0247193018686734,331,0.8333333333333334,0.7962085308056872,0.8578199052132701,0.8291205897840969,0.02532851844932329,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,200,
44,0.30246321360270184,0.0014855167147557378,0.023227771123250324,0.0006002729716680591,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.7735849056603774,0.7142857142857143,0.7333333333333333,0.7404013177598084,0.0247193018686734,331,0.8333333333333334,0.7962085308056872,0.8578199052132701,0.8291205897840969,0.02532851844932329,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,210,
45,0.3195810317993164,0.00029329600730273504,0.025422016779581707,0.0003229183068254528,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.7735849056603774,0.7047619047619048,0.7333333333333333,0.7372267145852053,0.028231426653608453,362,0.8380952380952381,0.7914691943127962,0.8625592417061612,0.8307078913713984,0.029488736587736777,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,220,
46,0.3333443800608317,0.0026919217352965774,0.024884621302286785,0.0003226494552566747,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.7641509433962265,0.7047619047619048,0.7333333333333333,0.7340820604971549,0.024251253187572538,391,0.8428571428571429,0.7914691943127962,0.8672985781990521,0.8338749717896636,0.031602040155200815,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,230,
47,0.34788767496744794,0.0021712054707009806,0.02674126625061035,0.0005071648323575439,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.7641509433962265,0.7047619047619048,0.7333333333333333,0.7340820604971549,0.024251253187572538,391,0.8523809523809524,0.7914691943127962,0.8625592417061612,0.8354697961333032,0.0313893730830677,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,240,
48,0.015139420827229818,0.0001972339300957194,0.002246379852294922,0.00014071100159816546,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.6698113207547169,0.7047619047619048,0.7333333333333333,0.7026355196166517,0.025976305303730653,476,0.7857142857142857,0.7582938388625592,0.8056872037914692,0.7832317761227713,0.01942772761158957,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,10,
49,0.029388984044392902,0.00030954685994687316,0.0034374396006266275,6.203293250421197e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.7075471698113207,0.7142857142857143,0.7333333333333333,0.7183887391434561,0.010919635739755799,449,0.8095238095238095,0.7914691943127962,0.8056872037914692,0.802226735876025,0.007766312348847983,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,20,
50,0.043901522954305015,0.00021765673612099735,0.004508415857950847,2.9523712786207768e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.7547169811320755,0.7142857142857143,0.7523809523809524,0.740461215932914,0.01853342786145144,324,0.8380952380952381,0.7772511848341233,0.8056872037914692,0.8070112089069436,0.024857117645585233,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,30,
51,0.05811611811319987,0.00019259955282179748,0.005516211191813151,7.850800368966019e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7264150943396226,0.7238095238095238,0.7333333333333333,0.7278526504941599,0.004018761229909629,400,0.819047619047619,0.7725118483412322,0.8009478672985783,0.7975024448958098,0.019153723579841703,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,40,
52,0.07414444287618001,0.0015531673049483696,0.006588459014892578,4.349293382665705e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7264150943396226,0.7142857142857143,0.7428571428571429,0.7278526504941599,0.011708445909574493,400,0.819047619047619,0.7677725118483413,0.8293838862559242,0.8054013390506282,0.02694013217506607,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,50,
53,0.0875558853149414,0.0018864789983188677,0.007529656092325847,0.00010878618240643132,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7428571428571429,0.7246780473195568,0.015600743372152904,423,0.8142857142857143,0.7677725118483413,0.8293838862559242,0.8038140374633266,0.026219997148515473,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,60,
54,0.10108598073323567,0.00038561586079466977,0.008706251780192057,8.683812859536789e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.7333333333333333,0.7277927523210542,0.017000268636377235,409,0.8142857142857143,0.7677725118483413,0.8199052132701422,0.8006544798013993,0.023363968763296553,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,70,
55,0.11674340565999348,0.0009830174738918445,0.009575208028157553,0.00015658097703130113,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.7452830188679245,0.7142857142857143,0.7142857142857143,0.7246181491464511,0.014612269512390438,434,0.8142857142857143,0.7630331753554502,0.8246445497630331,0.8006544798013993,0.02693632342238049,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,80,
56,0.12902045249938965,0.0009723326632443397,0.010565360387166342,0.00018585808493312272,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.7547169811320755,0.7047619047619048,0.7238095238095238,0.7277628032345014,0.020584763417737895,415,0.819047619047619,0.7677725118483413,0.8293838862559242,0.8054013390506282,0.02694013217506607,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,90,
57,0.14520049095153809,0.0019317795694895063,0.012020508448282877,0.0003440587630180396,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7333333333333333,0.7246480982330038,0.014099118978878217,429,0.8,0.7772511848341233,0.8246445497630331,0.8006319115323856,0.019353419059859125,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,100,
58,0.1578508218129476,0.0017813833967637413,0.012604316075642904,0.0003694522040952969,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.7358490566037735,0.7142857142857143,0.7428571428571429,0.7309973045822101,0.012158296369478716,399,0.8,0.7772511848341233,0.8483412322274881,0.8085308056872038,0.0296426460115865,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,110,
59,0.17182604471842447,0.0016763403674576018,0.01371924082438151,0.00013413968768320012,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7238095238095238,0.7183288409703504,0.009652066031334217,451,0.8047619047619048,0.7772511848341233,0.8483412322274881,0.8101181072745054,0.029268474377900283,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,120,
60,0.18546390533447266,0.000354343966828628,0.014658530553181967,0.0002348054925868608,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7238095238095238,0.7183288409703504,0.009652066031334217,451,0.8095238095238095,0.7819905213270142,0.8530805687203792,0.8148649665237343,0.02926709959631696,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,130,
61,0.2015218734741211,0.0013937832406280143,0.015827337900797527,0.00026305903117863357,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7238095238095238,0.7183288409703504,0.009652066031334217,451,0.8,0.7772511848341233,0.8530805687203792,0.8101105845181675,0.03177201918477481,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,140,
62,0.21653254826863608,0.0013412310481712845,0.016875823338826496,0.00017888007883305916,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7428571428571429,0.727822701407607,0.016555534315035775,404,0.8047619047619048,0.7772511848341233,0.8483412322274881,0.8101181072745054,0.029268474377900283,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,150,
63,0.22991196314493814,0.0017649363457957982,0.017818450927734375,0.00010271847901366294,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.7238095238095238,0.7246181491464511,0.0165525542500225,434,0.8047619047619048,0.7725118483412322,0.8530805687203792,0.8101181072745054,0.03310937787495948,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,160,
64,0.2408904234568278,0.001418361903623754,0.018758376439412434,7.020859307666466e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.7333333333333333,0.7277927523210542,0.017000268636377235,409,0.8047619047619048,0.7725118483412322,0.8530805687203792,0.8101181072745054,0.03310937787495948,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,170,
65,0.25983738899230957,0.0021320259154278764,0.01995706558227539,0.00041863428515399463,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7428571428571429,0.727822701407607,0.016555534315035775,404,0.8047619047619048,0.7772511848341233,0.8625592417061612,0.8148574437673964,0.03555095941208212,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,180,
66,0.2720917860666911,0.0031001856860153384,0.021008094151814777,6.87776880028473e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7428571428571429,0.7246780473195568,0.015600743372152904,423,0.8047619047619048,0.7772511848341233,0.8625592417061612,0.8148574437673964,0.03555095941208212,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,190,
67,0.2839953899383545,0.002031246856843579,0.021895329157511394,4.549999941518116e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.7333333333333333,0.7277927523210542,0.017000268636377235,409,0.8095238095238095,0.7725118483412322,0.8625592417061612,0.8148649665237343,0.036955191169197925,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,200,
68,0.3011362552642822,0.0029326657979925827,0.02294007937113444,0.00014225863875889382,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.7333333333333333,0.7277927523210542,0.017000268636377235,409,0.8047619047619048,0.7725118483412322,0.8625592417061612,0.8132776649364327,0.03725159407298001,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,210,
69,0.31497716903686523,0.000611721057083949,0.024065574010213215,0.00011222642760619049,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.7333333333333333,0.7277927523210542,0.017000268636377235,409,0.8095238095238095,0.7725118483412322,0.8625592417061612,0.8148649665237343,0.036955191169197925,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,220,
70,0.3286319573720296,0.002421375241956191,0.025836626688639324,0.0007972841183269075,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7333333333333333,0.7246480982330038,0.014099118978878217,429,0.8095238095238095,0.7630331753554502,0.8625592417061612,0.811705408861807,0.0406606197900392,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,230,
71,0.3453807830810547,0.005622896270952404,0.027038733164469402,0.0018093551706724633,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7333333333333333,0.7215034441449536,0.01217031534456288,443,0.8095238095238095,0.7677725118483413,0.8578199052132701,0.811705408861807,0.03679404657194984,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,240,
72,0.015387217203776041,0.0006841827953764994,0.0023626486460367837,9.260842454071945e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.660377358490566,0.6952380952380952,0.7142857142857143,0.6899670560047918,0.0223213738687585,478,0.7571428571428571,0.7677725118483413,0.7677725118483413,0.7642292936131799,0.005010867282612895,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,10,
73,0.029212156931559246,0.00023045400028465386,0.003422339757283529,8.742440820185635e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7358490566037735,0.6952380952380952,0.7333333333333333,0.7214734950584006,0.018579637037929843,446,0.7952380952380952,0.7914691943127962,0.7677725118483413,0.784826600466411,0.012156825448855423,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,20,
74,0.043497562408447266,0.0002549867104569003,0.004535357157389323,0.00012818945171046126,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7523809523809524,0.7246780473195568,0.023360786657340763,423,0.7904761904761904,0.7914691943127962,0.8009478672985783,0.794297750695855,0.004719784760434207,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,30,
75,0.057749668757120766,0.00037813804651346374,0.005485137303670247,5.24868753455667e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7333333333333333,0.7246480982330038,0.014099118978878217,429,0.7952380952380952,0.7725118483412322,0.8293838862559242,0.7990446099450838,0.023373408534820523,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,40,
76,0.07297738393147786,0.001976879124648122,0.006682475407918294,0.00017355053029621516,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7333333333333333,0.7246480982330038,0.014099118978878217,429,0.7904761904761904,0.7582938388625592,0.7914691943127962,0.7800797412171819,0.015410292452529815,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,50,
77,0.08605305353800456,0.0008144388510906292,0.007338762283325195,0.00018282585848891227,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7333333333333333,0.7246480982330038,0.014099118978878217,429,0.7857142857142857,0.7677725118483413,0.8056872037914692,0.7863913337846987,0.015486010070443357,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,60,
78,0.09956606229146321,0.0004970668621722923,0.008687655131022135,5.1373287552633815e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.7333333333333333,0.7277927523210542,0.017000268636377235,409,0.780952380952381,0.7630331753554502,0.8104265402843602,0.784804032197397,0.019539006675641336,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,70,
79,0.11627054214477539,0.003183132339654762,0.009514331817626953,3.692179398566513e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7142857142857143,0.7182988918837975,0.013004664502533143,459,0.780952380952381,0.7535545023696683,0.8104265402843602,0.7816444745354699,0.023223069267266045,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,80,
80,0.12698785463968912,0.0007376402755043719,0.010492642720540365,6.027239703568605e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7428571428571429,0.727822701407607,0.016555534315035775,404,0.7857142857142857,0.7630331753554502,0.8246445497630331,0.7911306702775897,0.02544265814730632,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,90,
81,0.1446839173634847,0.0021850362364596704,0.011842727661132812,0.0001816594166420819,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7428571428571429,0.727822701407607,0.016555534315035775,404,0.780952380952381,0.7725118483412322,0.8246445497630331,0.7927029263522155,0.022847481659602948,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,100,
82,0.1555201212565104,0.00047938509864064646,0.012564341227213541,0.00015620139376421358,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7428571428571429,0.7215034441449536,0.019748192402721767,443,0.7761904761904762,0.7725118483412322,0.8246445497630331,0.7911156247649139,0.023756047431625203,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,110,
83,0.1717374324798584,0.0012677482530737572,0.01374053955078125,0.00010155082936805767,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7238095238095238,0.7183288409703504,0.009652066031334217,451,0.7857142857142857,0.7677725118483413,0.8246445497630331,0.7927104491085534,0.0237390943497852,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,120,
84,0.18422635396321616,0.0011046973747143394,0.014718214670817057,0.0001945768611946799,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7333333333333333,0.7215034441449536,0.01217031534456288,443,0.7857142857142857,0.7677725118483413,0.8293838862559242,0.7942902279395171,0.0258734156086348,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,130,
85,0.20053442319234213,0.0018590812738578362,0.01596220334370931,0.00011177777904709686,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7264150943396226,0.7047619047619048,0.7523809523809524,0.7278526504941599,0.019466952334822315,400,0.7904761904761904,0.7630331753554502,0.8293838862559242,0.794297750695855,0.02722201867525576,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,140,
86,0.21507795651753744,0.0021752846486310625,0.016814390818277996,0.00015021661336286375,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7523809523809524,0.7247079964061096,0.020193592190335095,420,0.7952380952380952,0.7630331753554502,0.8246445497630331,0.7943052734521928,0.02516138551379913,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,150,
87,0.23077122370402017,0.0023345809318556362,0.017856359481811523,0.00015818780761243725,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7523809523809524,0.7247079964061096,0.020193592190335095,420,0.7952380952380952,0.7630331753554502,0.8293838862559242,0.7958850522831565,0.027091426987310752,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,160,
88,0.24279324213663736,0.002782964026887445,0.01887027422587077,0.0004999606842830074,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7523809523809524,0.7247079964061096,0.020193592190335095,420,0.7904761904761904,0.7535545023696683,0.8246445497630331,0.7895584142029639,0.02902964513003319,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,170,
89,0.2546914418538411,0.003967198586882177,0.02213144302368164,0.0036661966298530235,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7428571428571429,0.7215333932315064,0.01588194158172056,437,0.7904761904761904,0.7582938388625592,0.8293838862559242,0.7927179718648913,0.029065648653164036,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,180,
90,0.2697107791900635,0.0029249579252715813,0.022031148274739582,0.0004330448632547692,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7428571428571429,0.7215333932315064,0.01588194158172056,437,0.7857142857142857,0.7630331753554502,0.8293838862559242,0.7927104491085534,0.02753560042235066,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,190,
91,0.28648630777994794,0.0029000102539010293,0.02201986312866211,0.0006428147801220287,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7428571428571429,0.7215333932315064,0.01588194158172056,437,0.7904761904761904,0.7630331753554502,0.8293838862559242,0.794297750695855,0.02722201867525576,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,200,
92,0.2965512275695801,0.002780738805351096,0.023130496342976887,0.0007996415155461948,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7428571428571429,0.7215333932315064,0.01588194158172056,437,0.7952380952380952,0.7582938388625592,0.8293838862559242,0.7943052734521929,0.029029884911482867,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,210,
93,0.3128987153371175,0.0024180858967305,0.025714953740437824,0.0017042544534094858,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7428571428571429,0.727822701407607,0.016555534315035775,404,0.8,0.7582938388625592,0.8293838862559242,0.7958925750394945,0.029167355204661693,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,220,
94,0.32364662488301593,0.0051862462780059015,0.02521824836730957,0.00033765497642524866,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7428571428571429,0.7215333932315064,0.01588194158172056,437,0.7904761904761904,0.7630331753554502,0.8246445497630331,0.7927179718648912,0.02520263943775049,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,230,
95,0.34218573570251465,0.005739390335570496,0.02701123555501302,0.002258428128330383,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7169811320754716,0.7047619047619048,0.7428571428571429,0.7215333932315064,0.01588194158172056,437,0.7904761904761904,0.7630331753554502,0.8293838862559242,0.794297750695855,0.02722201867525576,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,240,
96,0.015303214391072592,0.00022723048707969017,0.0023345947265625,6.099074705120319e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.6415094339622641,0.6571428571428571,0.6761904761904762,0.6582809224318659,0.014181327322934027,480,0.7476190476190476,0.7630331753554502,0.7061611374407583,0.7389377868050854,0.024015694745069913,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,10,
97,0.028982083002726238,0.00022099617572005293,0.0032967726389567056,6.028088441593132e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.660377358490566,0.6666666666666666,0.7238095238095238,0.6836178496555855,0.028535555047528062,479,0.7523809523809524,0.7819905213270142,0.7345971563981043,0.7563228767020237,0.019548006468452585,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,20,
98,0.04311474164326986,0.0005604531097293428,0.00454250971476237,7.516712635311316e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7075471698113207,0.6952380952380952,0.7047619047619048,0.7025157232704403,0.00527018833830159,477,0.780952380952381,0.7677725118483413,0.7867298578199052,0.7784849168735425,0.007933537496252292,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,30,
99,0.05798260370890299,0.0002219454874513293,0.005658149719238281,2.9350350339123016e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7047619047619048,0.7088050314465408,0.01304508779286088,471,0.7761904761904762,0.7535545023696683,0.7677725118483413,0.7658391634694953,0.009341670252853276,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,40,
100,0.07293883959452312,0.0024341552745407273,0.006480693817138672,0.00010784481702629238,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7358490566037735,0.6952380952380952,0.7333333333333333,0.7214734950584006,0.018579637037929843,446,0.780952380952381,0.7582938388625592,0.7914691943127962,0.7769051380425788,0.01384283650341938,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,50,
101,0.08574636777242024,0.00045862156120618497,0.0074748992919921875,0.0001052390518961574,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7358490566037735,0.7047619047619048,0.7142857142857143,0.7182988918837975,0.013004664502533143,459,0.7714285714285715,0.7535545023696683,0.7962085308056872,0.7737305348679756,0.017489345560701496,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,60,
102,0.09969115257263184,0.0011471400526662015,0.008600314458211264,0.00016990591129080045,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7358490566037735,0.6952380952380952,0.7238095238095238,0.7182988918837975,0.01703110573679387,459,0.7761904761904762,0.7488151658767772,0.7867298578199052,0.7705784999623861,0.015979188009701027,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,70,
103,0.11587921778361003,0.0007031801111099869,0.009866078694661459,0.0003551888654716316,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7547169811320755,0.6952380952380952,0.7333333333333333,0.7277628032345014,0.024599560578511384,415,0.7714285714285715,0.7535545023696683,0.7867298578199052,0.7705709772060483,0.01355735109821165,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,80,
104,0.12788637479146323,0.0005391065440093205,0.011051257451375326,0.0003808388029084639,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7452830188679245,0.6952380952380952,0.7238095238095238,0.7214435459718479,0.020499137926998152,448,0.7666666666666667,0.7535545023696683,0.8009478672985783,0.7737230121116377,0.01998127069866982,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,90,
105,0.14501667022705078,0.0012268435989019394,0.012384812037150065,0.0005482460787069031,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7641509433962265,0.7047619047619048,0.7333333333333333,0.7340820604971549,0.024251253187572538,391,0.7666666666666667,0.7582938388625592,0.8056872037914692,0.776882569773565,0.02065278459091913,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,100,
106,0.15584794680277506,0.0018670989102251485,0.013170083363850912,0.0007196489185348342,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7547169811320755,0.6952380952380952,0.7238095238095238,0.7245882000598982,0.024288395299325635,436,0.7666666666666667,0.7677725118483413,0.7867298578199052,0.7737230121116377,0.009208302407808058,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,110,
107,0.1707146167755127,0.0009226054359504081,0.013915459314982096,0.0006099364343349025,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7358490566037735,0.6952380952380952,0.7238095238095238,0.7182988918837975,0.01703110573679387,459,0.7714285714285715,0.7725118483412322,0.7867298578199052,0.776890092529903,0.006971805502121907,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,120,
108,0.18491856257120767,0.0023343564770860964,0.014790773391723633,0.00016720141570089736,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7358490566037735,0.6952380952380952,0.7142857142857143,0.7151242887091943,0.016589955817882508,466,0.7666666666666667,0.7630331753554502,0.7819905213270142,0.7705634544497103,0.008215187473655192,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,130,
109,0.19717884063720703,0.0023065952775149353,0.015565792719523111,0.0001025267039423726,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7358490566037735,0.6952380952380952,0.7238095238095238,0.7182988918837975,0.01703110573679387,459,0.780952380952381,0.7677725118483413,0.7867298578199052,0.7784849168735425,0.007933537496252292,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,140,
110,0.21332009633382162,0.00242165910100818,0.016932249069213867,0.0005420937376785019,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7238095238095238,0.7151542377957472,0.014122955314649202,464,0.780952380952381,0.7630331753554502,0.7819905213270142,0.775325359211615,0.008702213198364407,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,150,
111,0.22751752535502115,0.00037052453001462296,0.01781765619913737,0.0002789205506896618,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7142857142857143,0.711979634621144,0.012831986617009548,468,0.7761904761904762,0.7630331753554502,0.7772511848341233,0.7721582787933499,0.006466936949898982,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,160,
112,0.24045268694559732,0.0016775086195423075,0.01868613560994466,0.0003696287916282731,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7142857142857143,0.711979634621144,0.012831986617009548,468,0.780952380952381,0.7725118483412322,0.7819905213270142,0.7784849168735425,0.0042448081721963215,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,170,
113,0.2561796506245931,0.0038539328839680516,0.02079606056213379,0.0016995537707246804,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7333333333333333,0.7183288409703503,0.016570101821197305,455,0.7761904761904762,0.7630331753554502,0.8056872037914692,0.7816369517791318,0.017834229405061585,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,180,
114,0.26745057106018066,0.0002931932705157701,0.021403948465983074,0.0009189581443230604,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7333333333333333,0.7183288409703503,0.016570101821197305,455,0.780952380952381,0.7630331753554502,0.7962085308056872,0.7800646957045062,0.013558319491167602,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,190,
115,0.28053784370422363,0.0009821489118554746,0.021506230036417644,0.00021596848690293548,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7142857142857143,0.711979634621144,0.012831986617009548,468,0.7857142857142857,0.7630331753554502,0.8056872037914692,0.784811554953735,0.017425129890949864,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,200,
116,0.29607375462849933,0.002173669122934484,0.023622830708821613,0.0011151642830635412,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7169811320754716,0.6952380952380952,0.7428571428571429,0.7183587900569033,0.019464786670149323,450,0.780952380952381,0.7582938388625592,0.7914691943127962,0.7769051380425788,0.01384283650341938,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,210,
117,0.3110521634419759,0.0014701701092113737,0.024800618489583332,0.001487926391652107,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7333333333333333,0.7183288409703503,0.016570101821197305,455,0.780952380952381,0.7630331753554502,0.7914691943127962,0.7784849168735425,0.011739337794239874,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,220,
118,0.3228304386138916,0.0019304730707547246,0.024689594904581707,0.0005773553006185552,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7333333333333333,0.7183288409703503,0.016570101821197305,455,0.780952380952381,0.7582938388625592,0.7914691943127962,0.7769051380425788,0.01384283650341938,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,230,
119,0.3379960854848226,0.001496059344590466,0.025717655817667644,0.00037238862040676917,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7264150943396226,0.6952380952380952,0.7238095238095238,0.7151542377957472,0.014122955314649202,464,0.7857142857142857,0.7582938388625592,0.7867298578199052,0.7769126607989167,0.01317202197585901,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,240,
120,0.016562541325887043,0.000574716291792005,0.002358675003051758,6.537395122863206e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8773584905660378,0.819047619047619,0.7904761904761904,0.8289607666966158,0.036155556414458875,139,0.9714285714285714,0.9478672985781991,0.976303317535545,0.9651997291807719,0.012416404480809896,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,10,
121,0.0314640998840332,0.0002037133875550011,0.0034170945485432944,9.370008563815777e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8490566037735849,0.819047619047619,0.8,0.822701407607068,0.020193236847642765,141,0.9761904761904762,0.966824644549763,0.985781990521327,0.9762657037538554,0.007739486889155379,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,20,
122,0.04721728960673014,0.0003437786658813749,0.004597822825113933,8.849416230173975e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8679245283018868,0.8285714285714286,0.8571428571428571,0.8512129380053909,0.01660400695277124,97,0.9761904761904762,0.981042654028436,0.985781990521327,0.9810050402467464,0.0039158096554998585,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,30,
123,0.06285746892293294,0.00033609479219324335,0.00557708740234375,8.07090616755517e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8,0.8416891284815812,0.02980546575614062,124,0.9761904761904762,0.985781990521327,0.985781990521327,0.9825848190777101,0.004521483216795041,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,40,
124,0.07945632934570312,0.0017541586427760232,0.006753842035929362,0.00017746910608804937,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.819047619047619,0.8448637316561843,0.020048805269539772,118,0.9761904761904762,0.985781990521327,0.985781990521327,0.9825848190777101,0.004521483216795041,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,50,
125,0.09581263860066731,0.0010881200771492973,0.007829825083414713,0.00021840966637533585,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8679245283018868,0.8666666666666667,0.8571428571428571,0.8639113507038035,0.00481351796414845,52,0.9761904761904762,0.981042654028436,0.985781990521327,0.9810050402467464,0.0039158096554998585,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,60,
126,0.1088253657023112,0.0003660832378089271,0.008981466293334961,8.590813956997409e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8867924528301887,0.8666666666666667,0.8476190476190476,0.867026055705301,0.015994494663683127,50,0.9809523809523809,0.985781990521327,0.990521327014218,0.9857518994959754,0.003906563817128128,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,70,
127,0.12466859817504883,0.0014331722944574885,0.01131749153137207,0.0011211939507051176,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8679245283018868,0.8761904761904762,0.8285714285714286,0.8575621443545972,0.02077542899419992,71,0.9761904761904762,0.985781990521327,0.985781990521327,0.9825848190777101,0.004521483216795041,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,80,
128,0.13945968945821127,0.00014357224672935704,0.011162757873535156,9.989425499504387e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8679245283018868,0.8666666666666667,0.8476190476190476,0.8607367475292004,0.009289818518964947,58,0.9809523809523809,0.985781990521327,0.981042654028436,0.982592341834048,0.0022557232939437416,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,90,
129,0.15819470087687174,0.0011022545913103605,0.012160539627075195,0.0001097742590353175,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8584905660377359,0.8857142857142857,0.8571428571428571,0.8671159029649597,0.01316254687827442,47,0.9857142857142858,0.985781990521327,0.985781990521327,0.9857594222523133,3.191635211851247e-05,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,100,
130,0.17046546936035156,0.0019130035257391128,0.013171752293904623,9.396441563409681e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.8584905660377359,0.8761904761904762,0.8571428571428571,0.8639412997903565,0.008678933178575684,51,0.9809523809523809,0.985781990521327,0.985781990521327,0.9841721206650117,0.002276699784456803,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,110,
131,0.1898780663808187,0.0027517170370706537,0.01464390754699707,0.0005106508547823403,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8584905660377359,0.8761904761904762,0.8476190476190476,0.8607666966157533,0.011774752947421035,55,0.9904761904761905,0.985781990521327,0.985781990521327,0.9873467238396149,0.0022128670802197257,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,120,
132,0.20367956161499023,0.0018865037666749478,0.015456040700276693,0.00037489643414824914,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8584905660377359,0.8761904761904762,0.8476190476190476,0.8607666966157533,0.011774752947421035,55,0.9904761904761905,0.985781990521327,0.985781990521327,0.9873467238396149,0.0022128670802197257,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,130,
133,0.21700072288513184,0.0015690752548805482,0.01649053891499837,0.00014261235828415213,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8584905660377359,0.8666666666666667,0.8476190476190476,0.8575920934411502,0.007802067572163896,69,0.9904761904761905,0.985781990521327,0.985781990521327,0.9873467238396149,0.0022128670802197257,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,140,
134,0.23327167828877768,0.0011483733133892502,0.017355839411417644,0.00015091492200700537,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8584905660377359,0.8571428571428571,0.8476190476190476,0.8544174902665468,0.004838608383949277,83,0.9904761904761905,0.985781990521327,0.985781990521327,0.9873467238396149,0.0022128670802197257,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,150,
135,0.24991281827290854,0.0032520251326130316,0.019237756729125977,0.0005816955040249282,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8584905660377359,0.8571428571428571,0.8476190476190476,0.8544174902665468,0.004838608383949277,83,0.9904761904761905,0.985781990521327,0.985781990521327,0.9873467238396149,0.0022128670802197257,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,160,
136,0.2672884464263916,0.005556505567923784,0.01982537905375163,0.0009591776751013965,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8584905660377359,0.8571428571428571,0.8285714285714286,0.8480682839173405,0.013797333223027657,109,0.9857142857142858,0.985781990521327,0.985781990521327,0.9857594222523133,3.191635211851247e-05,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,170,
137,0.27980661392211914,0.0024332951359341973,0.02074424425760905,0.00025916997593154425,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8773584905660378,0.8571428571428571,0.8285714285714286,0.8543575920934412,0.020014372012183018,90,0.9857142857142858,0.985781990521327,0.985781990521327,0.9857594222523133,3.191635211851247e-05,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,180,
138,0.2977554003397624,0.004345249136352439,0.021851062774658203,4.418705293005642e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8773584905660378,0.8571428571428571,0.8285714285714286,0.8543575920934412,0.020014372012183018,90,0.9857142857142858,0.985781990521327,0.985781990521327,0.9857594222523133,3.191635211851247e-05,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,190,
139,0.31209826469421387,0.0012920736000431425,0.024284998575846355,0.0015043531621762648,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8285714285714286,0.8512129380053909,0.01660400695277124,97,0.9857142857142858,0.985781990521327,0.985781990521327,0.9857594222523133,3.191635211851247e-05,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,200,
140,0.3286040623982747,0.0024659302913543693,0.024955272674560547,0.0004375960260347665,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8285714285714286,0.8512129380053909,0.01660400695277124,97,0.9857142857142858,0.985781990521327,0.985781990521327,0.9857594222523133,3.191635211851247e-05,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,210,
141,0.3441646893819173,0.001242453444459785,0.025136152903238933,0.00020507604567630093,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8285714285714286,0.8512129380053909,0.01660400695277124,97,0.9857142857142858,0.985781990521327,0.985781990521327,0.9857594222523133,3.191635211851247e-05,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,220,
142,0.3580480416615804,0.0021423820207413986,0.026222944259643555,3.1818535251069696e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8380952380952381,0.854387541179994,0.012332625108481519,88,0.9857142857142858,0.985781990521327,0.985781990521327,0.9857594222523133,3.191635211851247e-05,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,230,
143,0.37450742721557617,0.0021192544654546875,0.027295271555582683,3.6709407717882714e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8285714285714286,0.8512129380053909,0.01660400695277124,97,0.9904761904761905,0.985781990521327,0.985781990521327,0.9873467238396149,0.0022128670802197257,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,240,
144,0.01620801289876302,0.0002130085841937908,0.002446889877319336,3.172371010970058e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8113207547169812,0.7904761904761904,0.8,0.8005989817310573,0.008520291424308525,196,0.9333333333333333,0.9241706161137441,0.9478672985781991,0.9351237493417588,0.009756617653938681,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,10,
145,0.03145003318786621,0.00014915783383640758,0.003511667251586914,0.00011690438752685302,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8490566037735849,0.8380952380952381,0.8380952380952381,0.8417490266546871,0.005167237334816346,120,0.9333333333333333,0.9383886255924171,0.957345971563981,0.943022643496577,0.01033625625814453,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,20,
146,0.04743464787801107,9.445595948688384e-05,0.004742225011189778,0.00017238727637553634,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8679245283018868,0.8285714285714286,0.8380952380952381,0.8448637316561846,0.01676357148526286,117,0.9380952380952381,0.9289099526066351,0.9620853080568721,0.9430301662529151,0.013986092836659018,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,30,
147,0.06283990542093913,0.001078505521476251,0.005772749582926433,6.46937390769341e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8490566037735849,0.8380952380952381,0.819047619047619,0.8353998203054808,0.012398487780553979,129,0.9380952380952381,0.9478672985781991,0.9620853080568721,0.9493492815767697,0.009849807761138045,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,40,
148,0.0780929724375407,0.0012628604656710633,0.006671031316121419,5.9514082880338544e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8584905660377359,0.8285714285714286,0.8095238095238095,0.8321952680443246,0.020154155407219404,136,0.9380952380952381,0.95260663507109,0.9620853080568721,0.9509290604077334,0.009865480449674864,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,50,
149,0.09275110562642415,0.00028084280589049584,0.00790556271870931,2.4146936181065553e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8490566037735849,0.8476190476190476,0.8476190476190476,0.8480982330038934,0.0006776704701398702,107,0.9428571428571428,0.9478672985781991,0.9620853080568721,0.9509365831640713,0.00814436267769818,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,60,
150,0.1113596757253011,0.0013374315309239862,0.00901484489440918,0.00010919484161743018,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8490566037735849,0.8571428571428571,0.8571428571428571,0.8544474393530997,0.003811896394536606,82,0.9380952380952381,0.9478672985781991,0.9620853080568721,0.9493492815767697,0.009849807761138045,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,70,
151,0.12399069468180339,0.00029959937908483644,0.010006030400594076,2.2652135133825353e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8490566037735849,0.8571428571428571,0.8285714285714286,0.8449236298292903,0.012024772703914865,116,0.9428571428571428,0.9478672985781991,0.9620853080568721,0.9509365831640713,0.00814436267769818,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,80,
152,0.1419097582499186,0.002137401151588289,0.011569738388061523,0.0005313422150709355,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8490566037735849,0.8571428571428571,0.8476190476190476,0.8512728361784966,0.004192016341880225,93,0.9428571428571428,0.95260663507109,0.9620853080568721,0.952516361995035,0.00785012510126283,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,90,
153,0.15542888641357422,0.0005671781399144388,0.01224676767985026,1.6764441378068427e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8490566037735849,0.8571428571428571,0.8476190476190476,0.8512728361784966,0.004192016341880225,93,0.9428571428571428,0.95260663507109,0.9620853080568721,0.952516361995035,0.00785012510126283,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,100,
154,0.17088055610656738,0.0015271908737587918,0.013248682022094727,8.052479417105077e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8490566037735849,0.8571428571428571,0.819047619047619,0.8417490266546871,0.016388254002886737,120,0.9476190476190476,0.95260663507109,0.9620853080568721,0.9541036635823366,0.00599994408509254,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,110,
155,0.18678506215413412,0.003013726031372724,0.014679352442423502,0.0004108691814651724,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8490566037735849,0.8380952380952381,0.819047619047619,0.8353998203054808,0.012398487780553979,129,0.9476190476190476,0.95260663507109,0.966824644549763,0.9556834424133003,0.008136903421330317,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,120,
156,0.20269989967346191,0.0008644082075191088,0.016140143076578777,0.000746034791533935,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8584905660377359,0.8380952380952381,0.8285714285714286,0.8417190775681341,0.012480327348162453,123,0.9476190476190476,0.957345971563981,0.9620853080568721,0.9556834424133003,0.00602169273800367,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,130,
157,0.21712883313496908,0.0035777240816953775,0.016745805740356445,0.0005673537675275595,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8584905660377359,0.8476190476190476,0.8571428571428571,0.8544174902665468,0.004838608383949277,83,0.9476190476190476,0.957345971563981,0.9620853080568721,0.9556834424133003,0.00602169273800367,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,140,
158,0.22942606608072916,0.002304842320460445,0.018616517384847004,0.0011894792568233955,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.8380952380952381,0.8385744234800839,0.008369899033263876,125,0.9476190476190476,0.957345971563981,0.9620853080568721,0.9556834424133003,0.00602169273800367,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,150,
159,0.24563161532084146,0.003325726898449743,0.01861262321472168,0.00022590786288605936,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.8380952380952381,0.8385744234800839,0.008369899033263876,125,0.9476190476190476,0.95260663507109,0.9620853080568721,0.9541036635823366,0.00599994408509254,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,160,
160,0.26112937927246094,0.0010804363131209553,0.01988681157430013,0.00035853854543282406,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.8380952380952381,0.8385744234800839,0.008369899033263876,125,0.9476190476190476,0.95260663507109,0.9620853080568721,0.9541036635823366,0.00599994408509254,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,170,
161,0.27364317576090497,9.225234748706025e-05,0.0205538272857666,0.00020940128849266802,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.8285714285714286,0.8353998203054808,0.009656804199492823,129,0.9476190476190476,0.95260663507109,0.9620853080568721,0.9541036635823366,0.00599994408509254,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,180,
162,0.29361987113952637,0.003422359416438869,0.02344799041748047,0.002393480992574029,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.8380952380952381,0.8385744234800839,0.008369899033263876,125,0.9476190476190476,0.95260663507109,0.9620853080568721,0.9541036635823366,0.00599994408509254,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,190,
163,0.3095979690551758,0.004806418152137678,0.022903998692830402,9.25584883543703e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.8285714285714286,0.8353998203054808,0.009656804199492823,129,0.9476190476190476,0.95260663507109,0.966824644549763,0.9556834424133003,0.008136903421330317,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,200,
164,0.3228495915730794,0.0015520601995345105,0.024325052897135418,0.0005209868882152689,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.839622641509434,0.8285714285714286,0.8285714285714286,0.8322551662174305,0.005209591739200072,134,0.9523809523809523,0.95260663507109,0.9620853080568721,0.9556909651696381,0.004522421835609507,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,210,
165,0.3352321783701579,0.0009197327751125713,0.025263071060180664,0.0009958005706087588,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.839622641509434,0.8285714285714286,0.819047619047619,0.8290805630428272,0.00840742928440961,138,0.9523809523809523,0.95260663507109,0.9620853080568721,0.9556909651696381,0.004522421835609507,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,220,
166,0.35085344314575195,0.00244513109695959,0.026108185450236004,0.00025692234570677384,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.839622641509434,0.819047619047619,0.819047619047619,0.825905959868224,0.009699158603876601,140,0.9523809523809523,0.95260663507109,0.9620853080568721,0.9556909651696381,0.004522421835609507,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,230,
167,0.3655485312143962,0.0007273395630339032,0.02875407536824544,0.0007394619610991399,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.839622641509434,0.819047619047619,0.8285714285714286,0.8290805630428273,0.00840742928440961,137,0.9523809523809523,0.95260663507109,0.9620853080568721,0.9556909651696381,0.004522421835609507,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,240,
168,0.016047318776448567,0.0002781834587806646,0.0024360020955403647,3.660706603523587e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.7619047619047619,0.7752321054207846,0.01884770995076456,258,0.9095238095238095,0.8815165876777251,0.919431279620853,0.9034905589407959,0.016055758068548653,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,10,
169,0.03216656049092611,0.0015047726789106015,0.0036961237589518228,0.00011677762664940025,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.839622641509434,0.7523809523809524,0.8095238095238095,0.8005091344713987,0.03618219041852015,201,0.9142857142857143,0.8767772511848341,0.9289099526066351,0.9066576393590612,0.02195594505213625,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,20,
170,0.045905113220214844,0.00017242339771864345,0.004758278528849284,0.00013998376669347893,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8285714285714286,0.8100329439952082,0.034329518496950026,163,0.9142857142857143,0.8957345971563981,0.9383886255924171,0.9161363123448432,0.017462532659716864,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,30,
171,0.06073570251464844,0.00011402342061472166,0.005820751190185547,0.0001980747156176621,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.819047619047619,0.7974243785564541,0.025313481038218826,205,0.9142857142857143,0.8862559241706162,0.9383886255924171,0.9129767546829158,0.021303202745361707,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,40,
172,0.07527001698811848,0.00038689296513914846,0.006628990173339844,0.00013859168987480832,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8113207547169812,0.7523809523809524,0.819047619047619,0.7942497753818509,0.02977330865844378,211,0.9047619047619048,0.8957345971563981,0.933649289099526,0.9113819303392763,0.016170951740066965,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,50,
173,0.09158889452616374,0.0006062652200683261,0.007788419723510742,3.56295541034706e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8018867924528302,0.7523809523809524,0.8285714285714286,0.7942797244684038,0.0315663088120087,210,0.9,0.8957345971563981,0.933649289099526,0.9097946287519747,0.016957437514304834,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,60,
174,0.10518558820088704,0.0009063694883885805,0.008756637573242188,4.467831008810324e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8095238095238095,0.7942497753818509,0.022883140455098046,211,0.9047619047619048,0.8957345971563981,0.933649289099526,0.9113819303392763,0.016170951740066965,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,70,
175,0.12062668800354004,0.001704217815682832,0.010170698165893555,0.00030576424437470806,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8380952380952381,0.8006289308176101,0.031117345939233543,190,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,80,
176,0.13593196868896484,0.0004224425140446507,0.011545817057291666,0.0007091684477372885,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.819047619047619,0.7974243785564541,0.025313481038218826,205,0.9095238095238095,0.8957345971563981,0.933649289099526,0.9129692319265779,0.015669166494226717,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,90,
177,0.1498411496480306,0.00038882000566811285,0.01194294293721517,0.00019723719636982942,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.819047619047619,0.7974243785564541,0.025313481038218826,205,0.9095238095238095,0.8957345971563981,0.9289099526066351,0.9113894530956141,0.013607878153607793,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,100,
178,0.16674701372782388,0.002416280214258961,0.01324923833211263,0.00023803173576882465,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8095238095238095,0.7911051212938004,0.02088183818173697,213,0.9095238095238095,0.8957345971563981,0.9289099526066351,0.9113894530956141,0.013607878153607793,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,110,
179,0.18216609954833984,0.0025001328496475897,0.014695088068644205,0.0004270347790967414,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8380952380952381,0.8006289308176101,0.031117345939233543,190,0.9047619047619048,0.8957345971563981,0.933649289099526,0.9113819303392763,0.016170951740066965,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,120,
180,0.19466567039489746,0.00046544049528125586,0.015378157297770182,0.00022834280017073247,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8380952380952381,0.8006289308176101,0.031117345939233543,190,0.9095238095238095,0.8957345971563981,0.933649289099526,0.9129692319265779,0.015669166494226717,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,130,
181,0.21145550409952799,0.0017954693636601236,0.017206907272338867,0.0009246466578060808,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8380952380952381,0.8006289308176101,0.031117345939233543,190,0.9047619047619048,0.9004739336492891,0.933649289099526,0.91296170917024,0.014732699380711083,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,140,
182,0.2257551352183024,0.0032371843606752724,0.018618106842041016,0.0008371158684002761,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8476190476190476,0.8038035339922133,0.03501894837060025,175,0.9095238095238095,0.8957345971563981,0.933649289099526,0.9129692319265779,0.015669166494226717,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,150,
183,0.24091068903605142,0.0018740494658405968,0.018250226974487305,0.00018563883600075643,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8476190476190476,0.8038035339922133,0.03501894837060025,175,0.9047619047619048,0.8957345971563981,0.933649289099526,0.9113819303392763,0.016170951740066965,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,160,
184,0.2558780511220296,0.003167183791343949,0.019374926884969074,0.00015484613207830268,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8476190476190476,0.8038035339922133,0.03501894837060025,175,0.9095238095238095,0.8909952606635071,0.933649289099526,0.9113894530956141,0.01746333310888733,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,170,
185,0.26805686950683594,0.0015448841523378093,0.020387649536132812,0.00028083043654752744,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8380952380952381,0.8006289308176101,0.031117345939233543,190,0.9095238095238095,0.8909952606635071,0.933649289099526,0.9113894530956141,0.01746333310888733,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,180,
186,0.28621141115824383,0.0046445055174578675,0.022225300470987957,0.0009765679585698346,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8476190476190476,0.8038035339922133,0.03501894837060025,175,0.9095238095238095,0.8909952606635071,0.9383886255924171,0.9129692319265779,0.01950104204859034,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,190,
187,0.30156803131103516,0.004195714871115217,0.02268664042154948,0.00013698004436727315,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8285714285714286,0.7974543276430069,0.027396425184426962,204,0.9047619047619048,0.8909952606635071,0.9383886255924171,0.9113819303392763,0.019906469866268758,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,200,
188,0.31533384323120117,0.001213872834904078,0.026275793711344402,0.0035343447887471835,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8018867924528302,0.7619047619047619,0.8380952380952381,0.8006289308176101,0.031117345939233543,190,0.9095238095238095,0.8909952606635071,0.9383886255924171,0.9129692319265779,0.01950104204859034,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,210,
189,0.32987578709920246,0.0015154996458339595,0.024768988291422527,6.904714380290759e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8285714285714286,0.8005989817310573,0.02825276886822931,196,0.9095238095238095,0.8862559241706162,0.9383886255924171,0.9113894530956143,0.021323931920675786,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,220,
190,0.3440678119659424,0.00236924278474239,0.02552620569864909,0.0002688903812848057,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8285714285714286,0.8005989817310573,0.02825276886822931,196,0.9142857142857143,0.8862559241706162,0.9383886255924171,0.9129767546829158,0.021303202745361707,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,230,
191,0.3600947856903076,0.0024818960532054153,0.027607838312784832,0.0007580812652270964,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8380952380952381,0.8037735849056604,0.03155911906938644,179,0.9142857142857143,0.8957345971563981,0.9383886255924171,0.9161363123448432,0.017462532659716864,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,240,
192,0.015749136606852215,4.7092883442394945e-05,0.002413034439086914,9.248264571217086e-06,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7547169811320755,0.7428571428571429,0.7523809523809524,0.7499850254567235,0.005129606245224716,289,0.8380952380952381,0.8578199052132701,0.8720379146919431,0.855984352666817,0.013917692900291084,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,10,
193,0.03028114636739095,2.9526921525031313e-05,0.003539562225341797,2.150794603604109e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7641509433962265,0.7333333333333333,0.7714285714285715,0.756304282719377,0.016512406531987447,284,0.8238095238095238,0.8483412322274881,0.8672985781990521,0.8464831114120214,0.017802882213235238,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,20,
194,0.046337286631266274,0.001657301322794191,0.004831155141194661,0.00025545927408402043,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.7714285714285715,0.7657681940700809,0.016877419707555005,280,0.8476190476190476,0.8530805687203792,0.8720379146919431,0.8575791770104567,0.010464172994607224,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,30,
195,0.061400413513183594,0.0004934712853666438,0.005751371383666992,6.284760777437838e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8018867924528302,0.7523809523809524,0.7714285714285715,0.7752321054207846,0.020388840140757196,258,0.8714285714285714,0.8578199052132701,0.8720379146919431,0.8670954637779283,0.006563526227974106,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,40,
196,0.07444421450297038,0.00034694965302003495,0.0068206787109375,0.0001288406295339192,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.7428571428571429,0.7562443845462714,0.018932418759532013,285,0.8523809523809524,0.8578199052132701,0.8720379146919431,0.8607462574287218,0.008287407909617564,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,50,
197,0.08942961692810059,0.0004101028731692221,0.007855097452799479,8.85363326390003e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.7904761904761904,0.7721174004192872,0.02091291338483077,263,0.8380952380952381,0.8578199052132701,0.8625592417061612,0.8528247950048898,0.010593558189271218,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,60,
198,0.10591657956441243,0.002036423421494904,0.00907746950785319,0.00016305138890636877,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7735849056603774,0.7428571428571429,0.7619047619047619,0.7594489368074274,0.01266417938924546,281,0.8380952380952381,0.8672985781990521,0.8720379146919431,0.8591439103287445,0.01500889246843123,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,70,
199,0.11940240859985352,0.0011237400536769522,0.010137240091959635,0.0001287693328338279,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8018867924528302,0.7523809523809524,0.8095238095238095,0.7879305181191972,0.025329952303797174,216,0.8523809523809524,0.8578199052132701,0.8909952606635071,0.8670653727525766,0.017066052141611825,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,80,
200,0.13734587033589682,0.00269478136202988,0.011321226755777994,0.0003642730744493789,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.780952380952381,0.7721174004192872,0.013981252399288902,263,0.8380952380952381,0.8530805687203792,0.8767772511848341,0.855984352666817,0.01592479209851966,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,90,
201,0.14743606249491373,0.0010207296529632162,0.012816111246744791,0.0014626263302372393,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7924528301886793,0.7523809523809524,0.780952380952381,0.7752620545073375,0.016846833709389223,255,0.8476190476190476,0.8625592417061612,0.9052132701421801,0.8717971864891295,0.02440325572365167,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,100,
202,0.16528662045796713,0.0012646666763642097,0.013357083002726236,0.0002724184730130485,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.8,0.7784666067684937,0.01970508792606349,227,0.8380952380952381,0.8578199052132701,0.9004739336492891,0.8654630256525991,0.026033163238374887,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,110,
203,0.1773395538330078,0.00042273543701623834,0.014504114786783854,0.0002089312612334847,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.7904761904761904,0.7752920035938904,0.01648413612479755,248,0.8380952380952381,0.8720379146919431,0.9004739336492891,0.8702023621454901,0.025499050369498556,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,120,
204,0.19472718238830566,0.003523623926746413,0.015681743621826172,0.0005569480801779555,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.7714285714285715,0.7721174004192872,0.008633548219487464,263,0.8476190476190476,0.8767772511848341,0.9004739336492891,0.874956744151057,0.021616281343969684,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,130,
205,0.2107412020365397,0.001003586135784048,0.016804933547973633,0.00028788139264563744,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.7904761904761904,0.7752920035938904,0.01648413612479755,248,0.8476190476190476,0.8767772511848341,0.9004739336492891,0.874956744151057,0.021616281343969684,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,140,
206,0.22253076235453287,0.003986975271639456,0.01759799321492513,0.0006213783528561431,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.780952380952381,0.7721473495058401,0.007842315713227037,262,0.8380952380952381,0.8767772511848341,0.9052132701421801,0.8733619198074174,0.02750704058693287,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,150,
207,0.23748151461283365,0.0014471801845029103,0.019153277079264324,0.0007937169311629939,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.7904761904761904,0.7752920035938904,0.01648413612479755,248,0.8333333333333334,0.8767772511848341,0.9052132701421801,0.8717746182201158,0.029557301200049985,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,160,
208,0.25267783800760907,0.0011181004291883252,0.019816795984903973,0.0003147379506882653,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.7904761904761904,0.7784666067684936,0.01210024638530469,232,0.8333333333333334,0.8767772511848341,0.8957345971563981,0.8686150605581885,0.026120814797758615,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,170,
209,0.2690584659576416,0.004387558291049488,0.02083722750345866,0.0006126479920126541,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7735849056603774,0.7523809523809524,0.8,0.7753219526804432,0.01947915849138462,235,0.8333333333333334,0.8767772511848341,0.8957345971563981,0.8686150605581885,0.026120814797758615,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,180,
210,0.2857326666514079,0.005674501827179704,0.022076924641927082,0.0005706203680940558,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.8,0.7784965558550464,0.0159353908457311,223,0.8333333333333334,0.8767772511848341,0.9004739336492891,0.8701948393891522,0.02780241190355826,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,190,
211,0.29500436782836914,0.001682300787823733,0.022450367609659832,5.4852626039220534e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.8,0.7784965558550464,0.0159353908457311,223,0.8333333333333334,0.8767772511848341,0.9004739336492891,0.8701948393891522,0.02780241190355826,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,200,
212,0.3125518163045247,0.005892338641201269,0.023735523223876953,0.00030388584307543243,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.7904761904761904,0.7753219526804432,0.011728729170019546,235,0.8333333333333334,0.8767772511848341,0.8957345971563981,0.8686150605581885,0.026120814797758615,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,210,
213,0.3245747884114583,0.002194762842516347,0.025783379872639973,0.0009203247519783955,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.7904761904761904,0.7753219526804432,0.011728729170019546,235,0.8380952380952381,0.8767772511848341,0.9052132701421801,0.8733619198074174,0.02750704058693287,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,220,
214,0.3411080837249756,0.0025573980713975535,0.02664947509765625,0.0006924257054792141,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.7904761904761904,0.7753219526804432,0.011728729170019546,235,0.8380952380952381,0.8767772511848341,0.8957345971563981,0.8702023621454901,0.02398604875971442,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,230,
215,0.3545071283976237,0.0011667612907614244,0.027661720911661785,0.0011470138745797432,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.7904761904761904,0.7753219526804432,0.011728729170019546,235,0.8380952380952381,0.8767772511848341,0.9052132701421801,0.8733619198074174,0.02750704058693287,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,240,
216,0.016620477040608723,6.334261128462186e-05,0.0026694138844807944,0.00020489737014203716,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.6761904761904762,0.708745133273435,0.02834718616770811,472,0.8095238095238095,0.8246445497630331,0.7251184834123223,0.7864289475663884,0.04379032585275564,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,10,
217,0.03245409329732259,0.00010135086273014456,0.003804763158162435,6.21552962804799e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7264150943396226,0.7142857142857143,0.7333333333333333,0.7246780473195568,0.00787256616816669,423,0.780952380952381,0.8246445497630331,0.7677725118483413,0.7911231475212518,0.024306248080022314,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,20,
218,0.048089027404785156,0.0002967799639231833,0.005031665166219075,9.357563917422722e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7075471698113207,0.7428571428571429,0.7428571428571429,0.7310871518418688,0.01664528092281005,394,0.7904761904761904,0.8151658767772512,0.7962085308056872,0.8006168660197096,0.010550520269338658,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,30,
219,0.06429115931193034,0.0010823753660810036,0.006035407384236653,6.359249194739136e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6981132075471698,0.7333333333333333,0.7428571428571429,0.7247678945792154,0.019244566203540404,417,0.7904761904761904,0.8104265402843602,0.8199052132701422,0.8069359813435644,0.012265258441117631,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,40,
220,0.07929722468058269,0.00013276658970744318,0.007164955139160156,0.00019830760620623622,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7619047619047619,0.7374064091045223,0.018564762121434222,355,0.8047619047619048,0.8104265402843602,0.8483412322274881,0.821176559091251,0.019347034636682983,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,50,
221,0.08794562021891277,0.0002809437193760651,0.00772404670715332,4.1151903172285874e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7075471698113207,0.7333333333333333,0.780952380952381,0.7406109613656783,0.03040618531372402,315,0.8047619047619048,0.8151658767772512,0.8341232227488151,0.8180170014293237,0.012155065674259924,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,60,
222,0.10210386912027995,0.0005329723248755194,0.008866230646769205,5.701123947713544e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7619047619047619,0.7374064091045223,0.018564762121434222,355,0.8095238095238095,0.8056872037914692,0.8293838862559242,0.8148649665237343,0.01038521893618317,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,70,
223,0.11944723129272461,0.002173313717582781,0.009827534357706705,8.097960734239896e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7428571428571429,0.7310572027553159,0.010685740071061392,398,0.8047619047619048,0.8009478672985783,0.8293838862559242,0.8116978861054691,0.012602451386782869,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,80,
224,0.13167850176493326,0.0006636962704208982,0.011128505071004232,0.00017194749834856672,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7619047619047619,0.7374064091045223,0.018564762121434222,355,0.8047619047619048,0.8056872037914692,0.8341232227488151,0.8148574437673964,0.013628199303752146,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,90,
225,0.1501456101735433,0.0025035365029407695,0.011994043986002604,7.906523115547919e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7523809523809524,0.7342318059299191,0.014465873845484138,385,0.8047619047619048,0.8009478672985783,0.8293838862559242,0.8116978861054691,0.012602451386782869,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,100,
226,0.1637423038482666,0.003844888349586273,0.013348738352457682,0.00014876432032357982,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7619047619047619,0.7310871518418688,0.022780252513703098,394,0.8047619047619048,0.8056872037914692,0.8246445497630331,0.811697886105469,0.009162463987017776,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,110,
227,0.17506925264994302,0.0008287722759583143,0.014099518458048502,0.0001475668271841437,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8047619047619048,0.8151658767772512,0.8293838862559242,0.8164372225983602,0.010092001232679166,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,120,
228,0.18997653325398764,0.0014521439416992489,0.01581597328186035,0.0009708428546785905,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7075471698113207,0.7333333333333333,0.780952380952381,0.7406109613656783,0.03040618531372402,315,0.8047619047619048,0.8151658767772512,0.8388625592417062,0.8195967802602874,0.014269742773778047,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,130,
229,0.20438456535339355,0.0003539430139262806,0.017286221186319988,0.0016030416651198313,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7904761904761904,0.7406109613656783,0.03587963066582131,315,0.7952380952380952,0.8151658767772512,0.8388625592417062,0.8164221770856841,0.017831754124768808,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,140,
230,0.21692546208699545,0.0008945411781042852,0.017536242802937824,0.0005163883097040248,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8,0.8199052132701422,0.8436018957345972,0.8211690363349131,0.0178228180425535,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,150,
231,0.2353078524271647,0.002570786227898609,0.018407821655273438,8.163808654416159e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.7952380952380952,0.8199052132701422,0.8436018957345972,0.8195817347476115,0.01974576373777873,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,160,
232,0.24981315930684408,0.003543856376067091,0.01953403155008952,0.00015046628239814041,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8,0.8199052132701422,0.8436018957345972,0.8211690363349131,0.0178228180425535,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,170,
233,0.2626912593841553,0.0028683056594393914,0.020642836888631184,0.0001478036663483227,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8,0.8104265402843602,0.8483412322274881,0.8195892575039494,0.02077153859575808,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,180,
234,0.27492427825927734,0.0013343222251643062,0.021483580271402996,0.00038402576890614196,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8,0.8104265402843602,0.8483412322274881,0.8195892575039494,0.02077153859575808,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,190,
235,0.2904174327850342,0.001594499335199511,0.022714773813883465,0.00045684443726479765,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.7952380952380952,0.8199052132701422,0.8483412322274881,0.8211615135785753,0.021697457721697646,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,200,
236,0.3067951202392578,0.003885866882154835,0.023517290751139324,0.00043392955740515865,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.7952380952380952,0.8293838862559242,0.8483412322274881,0.8243210712405024,0.02197285994795766,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,210,
237,0.32146652539571124,0.0019396481956138797,0.024867534637451172,0.0006219017207966614,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7075471698113207,0.7142857142857143,0.780952380952381,0.734261755016472,0.033129673588527614,364,0.7952380952380952,0.8246445497630331,0.8436018957345972,0.8211615135785753,0.019897453026506428,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,220,
238,0.3335941632588704,0.0004558753736080898,0.025954723358154297,0.0002725783076845946,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7075471698113207,0.7142857142857143,0.780952380952381,0.734261755016472,0.033129673588527614,364,0.8,0.8199052132701422,0.8483412322274881,0.8227488151658768,0.01983739292555102,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,230,
239,0.34927694002787274,0.0015762245696832311,0.026860634485880535,0.00029947096663031386,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8095238095238095,0.8151658767772512,0.8530805687203792,0.82592341834048,0.019340653958099675,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,240,
240,0.01778896649678548,0.0004755078037742756,0.00261688232421875,0.00011616360622906843,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8773584905660378,0.8571428571428571,0.8095238095238095,0.8480083857442349,0.028436653739196016,113,0.9952380952380953,0.990521327014218,0.995260663507109,0.9936733619198074,0.0022288442993671255,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,10,
241,0.032380263010660805,0.0004795255112193482,0.0036281744639078775,6.31085567172512e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9150943396226415,0.8571428571428571,0.7904761904761904,0.8542377957472297,0.05091660050485208,92,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,20,
242,0.04829247792561849,0.00023961738030873504,0.005215088526407878,0.0007376725377398554,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9245283018867925,0.8666666666666667,0.819047619047619,0.8700808625336928,0.04312992899846067,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,30,
243,0.06367715199788411,0.00028132249607793966,0.005707502365112305,2.7294502149512635e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9245283018867925,0.8571428571428571,0.8285714285714286,0.8700808625336928,0.0402283015776635,45,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,40,
244,0.07960232098897298,0.0001487615182023229,0.006841818491617839,3.3567288846878807e-06,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9150943396226415,0.8666666666666667,0.8380952380952381,0.8732854147948488,0.031781244774185924,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,50,
245,0.0961593786875407,0.000310037631422803,0.007986783981323242,0.00012432441148756877,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9245283018867925,0.8761904761904762,0.8666666666666667,0.8891284815813117,0.025331616545425248,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,60,
246,0.11145853996276855,0.0006556642126446808,0.009018659591674805,2.285919075079258e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9150943396226415,0.8666666666666667,0.8571428571428571,0.8796346211440551,0.025373469909821218,39,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,70,
247,0.12971075375874838,0.00235284225167659,0.01060644785563151,0.00027586477751412824,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9245283018867925,0.8857142857142857,0.8571428571428571,0.8891284815813117,0.027615721257987634,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,80,
248,0.14350334803263345,0.002385172102153782,0.011275291442871094,0.00013811509609958634,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9245283018867925,0.8761904761904762,0.8857142857142857,0.8954776879305181,0.020906607653862496,10,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,90,
249,0.1594087282816569,0.0013504363007657487,0.012738307317097982,0.0006357005483251017,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9245283018867925,0.8952380952380953,0.8761904761904762,0.8986522911051212,0.019880960713300165,3,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,100,
250,0.1744044621785482,0.0007486548221860766,0.013614495595296225,0.000381161512263166,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9245283018867925,0.8761904761904762,0.8857142857142857,0.8954776879305181,0.020906607653862496,10,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,110,
251,0.19272518157958984,0.0019134850237924532,0.014495770136515299,0.00011919916957709115,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9056603773584906,0.8761904761904762,0.8761904761904762,0.8860137765798143,0.013892244637866893,26,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,120,
252,0.20804262161254883,0.002021050158663265,0.01591809590657552,0.0005937711627730575,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8952380952380953,0.8955076370170709,0.01588357929991648,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,130,
253,0.22229782740275064,0.0007979582251811952,0.016736586888631184,6.214889418042922e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9056603773584906,0.8761904761904762,0.9047619047619048,0.8955375861036239,0.013685389039538148,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,140,
254,0.23861145973205566,0.0020477141212822394,0.017754554748535156,0.00010053370152709827,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9056603773584906,0.8666666666666667,0.9142857142857143,0.8955375861036239,0.02071628346862253,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,150,
255,0.25281516710917157,0.000556535913380169,0.02013421058654785,0.001229887472613441,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9150943396226415,0.8666666666666667,0.9142857142857143,0.8986822401916741,0.02264083596565064,2,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,160,
256,0.27045313517252606,0.0016470363426039413,0.020004113515218098,1.6157831132062937e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9245283018867925,0.8666666666666667,0.8857142857142857,0.8923030847559149,0.02407697949210623,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,170,
257,0.28569523493448895,0.0022512262504743477,0.02089039484659831,8.728775924219425e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9245283018867925,0.8666666666666667,0.8761904761904762,0.8891284815813117,0.025331616545425248,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,180,
258,0.3047597408294678,0.005957366637426658,0.022626161575317383,0.000715368765271538,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9245283018867925,0.8666666666666667,0.8761904761904762,0.8891284815813117,0.025331616545425248,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,190,
259,0.3161174456278483,0.0020732225031278124,0.023506561915079754,0.0008125867700406983,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9150943396226415,0.8666666666666667,0.8857142857142857,0.8891584306678646,0.019919947754761833,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,200,
260,0.33327150344848633,0.0027140796131590993,0.024731794993082683,0.0006776614444609037,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9150943396226415,0.8666666666666667,0.8761904761904762,0.8859838274932614,0.020948224654888836,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,210,
261,0.35017871856689453,0.001824340300192604,0.025394757588704426,0.00018247951587423305,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9150943396226415,0.8666666666666667,0.8761904761904762,0.8859838274932614,0.020948224654888836,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,220,
262,0.36632784207661945,0.0015275067017950913,0.027063449223836262,0.0006865522956422782,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9150943396226415,0.8666666666666667,0.8857142857142857,0.8891584306678646,0.019919947754761833,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,230,
263,0.38393092155456543,0.0015582856305038615,0.028455575307210285,0.0010273029198940426,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9056603773584906,0.8666666666666667,0.8761904761904762,0.8828391734052111,0.016598820226536855,37,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,240,
264,0.016620794932047527,9.989052457883193e-05,0.0024879773457845054,1.7520476412450124e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.819047619047619,0.8037136867325546,0.029911206952400682,188,0.9571428571428572,0.9478672985781991,0.9620853080568721,0.9556984879259761,0.005893646308238174,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,10,
265,0.03232781092325846,0.0003424851330943214,0.003772894541422526,0.00011118801245219861,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.819047619047619,0.8322252171308776,0.01252058090235656,135,0.9571428571428572,0.966824644549763,0.966824644549763,0.9635973820807943,0.004564038352953092,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,20,
266,0.049237966537475586,0.0010067253416715138,0.005431731541951497,0.0008274752316000381,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8490566037735849,0.8380952380952381,0.8571428571428571,0.8480982330038934,0.007805630606382965,107,0.9619047619047619,0.966824644549763,0.966824644549763,0.9651846836680958,0.0023192549206148545,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,30,
267,0.06448809305826823,0.000987121279689052,0.005815823872884114,1.949921313347069e-06,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8285714285714286,0.8480383348307877,0.016068571102689742,110,0.9619047619047619,0.966824644549763,0.966824644549763,0.9651846836680958,0.0023192549206148545,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,40,
268,0.07845528920491536,0.0009836974971685454,0.007054726282755534,0.0003448826913462715,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8679245283018868,0.8380952380952381,0.8380952380952381,0.8480383348307877,0.014061662255401848,110,0.9619047619047619,0.9715639810426541,0.966824644549763,0.9667644624990596,0.0039435893124475305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,50,
269,0.09397085507710774,0.0011951632272828978,0.007970094680786133,9.260058115781705e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8666666666666667,0.8639113507038035,0.00481351796414845,52,0.9571428571428572,0.976303317535545,0.9620853080568721,0.965177160911758,0.008122006163181593,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,60,
270,0.11224500338236491,0.0011771571272311536,0.009557088216145834,0.0003993809073680356,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8773584905660378,0.8476190476190476,0.8666666666666667,0.8638814016172507,0.012299780289255697,54,0.9666666666666667,0.976303317535545,0.9620853080568721,0.9683517640863611,0.005925516200821899,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,70,
271,0.12513216336568198,0.0010022633360711008,0.010149161020914713,0.00017117948503980157,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8571428571428571,0.8607367475292004,0.005082528526048896,58,0.9714285714285714,0.976303317535545,0.9715639810426541,0.9730986233355902,0.0022667351892556305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,80,
272,0.14331936836242676,0.0007240508859470696,0.011226336161295572,7.413305712405852e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8666666666666667,0.8607367475292004,0.009289818518964947,58,0.9714285714285714,0.976303317535545,0.966824644549763,0.9715188445046264,0.0038701784897722386,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,90,
273,0.15544398625691733,0.0015290200705636676,0.012269894282023111,7.994440375945257e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8584905660377359,0.8476190476190476,0.8761904761904762,0.8607666966157531,0.011774752947421035,57,0.9714285714285714,0.976303317535545,0.9620853080568721,0.9699390656736627,0.005899260910167054,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,100,
274,0.17223525047302246,0.0011424538677127186,0.013279438018798828,0.0002011555886977239,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8571428571428571,0.8607367475292004,0.005082528526048896,58,0.9714285714285714,0.981042654028436,0.966824644549763,0.9730986233355902,0.005923386048143504,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,110,
275,0.186568021774292,0.0018313649261595911,0.014406522115071615,0.0002331833922857255,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8476190476190476,0.8575621443545972,0.008294977908941278,71,0.9714285714285714,0.981042654028436,0.9715639810426541,0.9746784021665538,0.004500545171569018,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,120,
276,0.20062963167826334,0.0013139192350173226,0.015264034271240234,0.0003129229696938128,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8857142857142857,0.8702605570530099,0.011780617001318067,43,0.9714285714285714,0.981042654028436,0.976303317535545,0.9762581809975175,0.003925062550631414,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,130,
277,0.22065051396687826,0.002498610832056331,0.017320712407430012,0.0010351468504622117,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8761904761904762,0.8670859538784067,0.007798732937411122,48,0.9714285714285714,0.985781990521327,0.966824644549763,0.9746784021665539,0.008073260037124382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,140,
278,0.23381662368774414,0.0014165266634868056,0.01770750681559245,0.00023847144918216203,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8571428571428571,0.8575621443545972,0.008294977908941278,71,0.9714285714285714,0.985781990521327,0.966824644549763,0.9746784021665539,0.008073260037124382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,150,
279,0.24968298276265463,0.0021156287023238207,0.01897589365641276,0.00035207691343900173,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8584905660377359,0.8476190476190476,0.8571428571428571,0.8544174902665468,0.004838608383949277,83,0.9714285714285714,0.985781990521327,0.966824644549763,0.9746784021665539,0.008073260037124382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,160,
280,0.2650543848673503,0.0028329275228349215,0.020290374755859375,0.0006230833475627208,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8584905660377359,0.8476190476190476,0.8476190476190476,0.8512428870919436,0.0051248829304326214,95,0.9714285714285714,0.985781990521327,0.966824644549763,0.9746784021665539,0.008073260037124382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,170,
281,0.281539519627889,0.00252659544610548,0.021001577377319336,4.7739711308356656e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8380952380952381,0.8512129380053909,0.012440087744596897,97,0.9714285714285714,0.985781990521327,0.9620853080568721,0.9730986233355902,0.009745939153801567,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,180,
282,0.2988450527191162,0.0012912518837525499,0.022484858830769856,0.000859470865927732,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8571428571428571,0.8575621443545972,0.008294977908941278,71,0.9761904761904762,0.985781990521327,0.966824644549763,0.9762657037538555,0.007739486889155379,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,190,
283,0.3114059766133626,0.0019134272663996752,0.022900899251302082,0.00044427357287822405,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8476190476190476,0.854387541179994,0.009572095390725371,88,0.9761904761904762,0.981042654028436,0.9715639810426541,0.9762657037538554,0.003870017638423822,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,200,
284,0.3284919261932373,0.0019458317680489893,0.024088303248087566,8.2039629440082e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8773584905660378,0.8476190476190476,0.8476190476190476,0.8575321952680444,0.014019307851018122,79,0.9761904761904762,0.981042654028436,0.9715639810426541,0.9762657037538554,0.003870017638423822,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,210,
285,0.34203211466471356,0.0050216087904592956,0.027911027272542317,0.003428349475125658,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8867924528301887,0.8380952380952381,0.8476190476190476,0.8575022461814915,0.02107309328826678,80,0.9714285714285714,0.981042654028436,0.9715639810426541,0.9746784021665538,0.004500545171569018,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,220,
286,0.3572076956431071,0.001296478425683501,0.026638269424438477,0.0005527318480912013,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8773584905660378,0.8285714285714286,0.8476190476190476,0.851182988918838,0.020076032355485027,104,0.9714285714285714,0.981042654028436,0.9620853080568721,0.9715188445046264,0.007739567321781771,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,230,
287,0.3739124933878581,0.004388857541766062,0.027695894241333008,0.0002761176060705984,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8679245283018868,0.8285714285714286,0.8476190476190476,0.8480383348307877,0.016068571102689742,110,0.9714285714285714,0.981042654028436,0.9620853080568721,0.9715188445046264,0.007739567321781771,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,240,
288,0.016554832458496094,0.000337065581966455,0.002440373102823893,9.102331622026423e-06,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8207547169811321,0.7428571428571429,0.7523809523809524,0.7719976040730758,0.03469503116497775,270,0.9,0.8720379146919431,0.9289099526066351,0.9003159557661927,0.023218987132333217,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,10,
289,0.031307379404703774,0.0001343210768044386,0.003571669260660807,4.1708640916175297e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.839622641509434,0.7428571428571429,0.819047619047619,0.8005091344713987,0.041622485831128264,201,0.9047619047619048,0.8862559241706162,0.9241706161137441,0.9050628150154217,0.015480070553695286,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,20,
290,0.04610689481099447,0.0004790041216644728,0.004621585210164388,6.670221077084983e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8285714285714286,0.8100329439952082,0.034329518496950026,163,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,30,
291,0.06138928731282552,0.00018531799681761096,0.0057366689046223955,0.00011716105581988016,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8207547169811321,0.7523809523809524,0.819047619047619,0.7973944294699011,0.03183696369072319,208,0.9095238095238095,0.8862559241706162,0.933649289099526,0.9098096742646505,0.01934931607419667,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,40,
292,0.07694514592488606,0.0011241978704927434,0.007987578709920248,0.0013342122012607567,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8301886792452831,0.7523809523809524,0.819047619047619,0.8005390835579514,0.0343553489714754,199,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,50,
293,0.09234293301900227,0.0006249567921400906,0.008023818333943685,0.00014349607751593856,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8490566037735849,0.7523809523809524,0.8285714285714286,0.8100029949086553,0.04159435410055925,168,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,60,
294,0.10648330052693684,0.0005429400699395923,0.008956273396809896,4.583317710652737e-06,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8285714285714286,0.8037436358191076,0.029756162082688633,182,0.919047619047619,0.9004739336492891,0.933649289099526,0.9177236139321447,0.013576101415643192,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,70,
295,0.12244701385498047,0.000588189925673131,0.010131279627482096,0.00022334925012055493,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8285714285714286,0.8100329439952082,0.034329518496950026,163,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,80,
296,0.13576308886210123,0.00033830760937729216,0.011025587717692057,3.285527592393042e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8380952380952381,0.8132075471698114,0.036281906163277006,148,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,90,
297,0.15309659639994302,0.003561966924208646,0.012483914693196615,0.0003092196343135198,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8285714285714286,0.8037436358191076,0.029756162082688633,182,0.9,0.9052132701421801,0.9289099526066351,0.9113744075829384,0.012580833328318839,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,100,
298,0.16846195856730142,0.0006925207446010028,0.013322114944458008,0.00016642243028315825,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8380952380952381,0.8100628930817609,0.0342055806076313,155,0.9047619047619048,0.9052132701421801,0.9289099526066351,0.91296170917024,0.011278616469718783,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,110,
299,0.1833780606587728,0.00010098470900865479,0.014349937438964844,8.988601772912074e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8285714285714286,0.8037436358191076,0.029756162082688633,182,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,120,
300,0.19803484280904135,0.00279148083818987,0.016665061314900715,0.0017576818790241589,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8380952380952381,0.8100628930817609,0.0342055806076313,155,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,130,
301,0.21419914563496908,0.0017420243280281003,0.016762812932332356,0.0004165949870556643,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8476190476190476,0.8163821503444145,0.0386594103772166,142,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,140,
302,0.22708368301391602,0.000830021083184633,0.017587979634602863,0.00016783068651770328,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8476190476190476,0.8100928421683139,0.03579563637065938,150,0.919047619047619,0.9004739336492891,0.933649289099526,0.9177236139321447,0.013576101415643192,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,150,
303,0.24354974428812662,0.0023202687172959994,0.018865267435709637,0.00027563664857775026,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8476190476190476,0.8132374962563641,0.036988661753032843,144,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,160,
304,0.25841641426086426,0.0016313689951895026,0.019719600677490234,9.138452787058278e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8476190476190476,0.8069481880802636,0.035129040200589545,170,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,170,
305,0.2722318967183431,0.003052177874229057,0.020716349283854168,0.00011340462413611372,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8380952380952381,0.8037735849056604,0.03155911906938644,179,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,180,
306,0.28814220428466797,0.0035869414213671154,0.022160689036051433,0.0007971919268627475,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8476190476190476,0.8069481880802636,0.035129040200589545,170,0.9142857142857143,0.8957345971563981,0.9383886255924171,0.9161363123448432,0.017462532659716864,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,190,
307,0.3023919264475505,0.002010553002627749,0.022974809010823567,0.00017270836640806243,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8476190476190476,0.8100928421683139,0.03579563637065938,150,0.9142857142857143,0.8957345971563981,0.9383886255924171,0.9161363123448432,0.017462532659716864,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,200,
308,0.31629665692647296,0.003248455734912952,0.023809432983398438,6.842903968402539e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8476190476190476,0.8132374962563641,0.036988661753032843,144,0.9238095238095239,0.8957345971563981,0.9383886255924171,0.9193109155194463,0.017701593955834295,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,210,
309,0.33228246370951336,0.0029389890728248966,0.02501026789347331,0.0002449631752536404,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8380952380952381,0.8100628930817609,0.0342055806076313,155,0.919047619047619,0.8957345971563981,0.9383886255924171,0.9177236139321447,0.017438583230192563,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,220,
310,0.34861286481221515,0.003957798376942533,0.025860389073689777,0.00028973513662781264,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8380952380952381,0.8069182389937107,0.032607087755631495,173,0.9238095238095239,0.8957345971563981,0.9383886255924171,0.9193109155194463,0.017701593955834295,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,230,
311,0.36037635803222656,0.0031132851125210688,0.0280152161916097,0.00021557138811791412,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8380952380952381,0.8100628930817609,0.0342055806076313,155,0.9238095238095239,0.9004739336492891,0.9383886255924171,0.92089069435041,0.015615604168995347,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,240,
312,0.015732526779174805,3.609082979635033e-05,0.0024947325388590493,7.718021816984729e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7547169811320755,0.7523809523809524,0.7523809523809524,0.7531596286313267,0.0011012145139772825,286,0.8380952380952381,0.8625592417061612,0.8862559241706162,0.8623034679906718,0.019662349570654564,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,10,
313,0.0307768980662028,0.0003994158712877875,0.0036568641662597656,0.00012932590890407783,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7735849056603774,0.7428571428571429,0.780952380952381,0.7657981431566337,0.01649822301745455,276,0.8238095238095238,0.8483412322274881,0.8767772511848341,0.8496426690739486,0.02164355699702636,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,20,
314,0.04500277837117513,0.00024592174985485824,0.0047435760498046875,0.00010849014700034575,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7735849056603774,0.7428571428571429,0.7904761904761904,0.7689727463312369,0.019712051039813404,272,0.8428571428571429,0.8625592417061612,0.8815165876777251,0.8623109907470097,0.015783628435036747,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,30,
315,0.05982518196105957,8.742390248867184e-05,0.005835612614949544,0.0001948154895135519,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8018867924528302,0.7523809523809524,0.7714285714285715,0.7752321054207846,0.020388840140757196,258,0.8761904761904762,0.8578199052132701,0.8815165876777251,0.8718423230271571,0.010150961100771471,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,40,
316,0.07436935106913249,0.0007322706833203858,0.006795724232991536,3.547570894921125e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7924528301886793,0.7428571428571429,0.7428571428571429,0.7593890386343217,0.023379631219824764,282,0.8523809523809524,0.8767772511848341,0.8862559241706162,0.8718047092454676,0.014269385841530325,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,50,
317,0.09096066157023112,0.0016110124850136022,0.007871230443318685,0.00015028672892441024,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.8,0.7752920035938905,0.023959755910001934,244,0.8428571428571429,0.8625592417061612,0.8720379146919431,0.8591514330850823,0.012154264845918418,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,60,
318,0.10391855239868164,9.666454820241671e-05,0.008828560511271158,2.143499565468774e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7735849056603774,0.7428571428571429,0.780952380952381,0.7657981431566337,0.01649822301745455,276,0.8380952380952381,0.8672985781990521,0.8767772511848341,0.8607236891597081,0.016462004911830204,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,70,
319,0.1199478308359782,0.0012582207852342264,0.009986956914265951,7.031861739066565e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8018867924528302,0.7523809523809524,0.819047619047619,0.7911051212938004,0.02826416383393407,213,0.8571428571428571,0.8625592417061612,0.8957345971563981,0.8718122320018055,0.017059581303510978,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,80,
320,0.1335125764211019,0.00016807527190239421,0.011030356089274088,7.638487099825225e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.780952380952381,0.7721174004192872,0.013981252399288902,263,0.8428571428571429,0.8672985781990521,0.8862559241706162,0.8654705484089371,0.017764568191746755,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,90,
321,0.15095758438110352,0.001706425357726658,0.0125578244527181,0.00044892820719293427,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7924528301886793,0.7428571428571429,0.7904761904761904,0.7752620545073375,0.022927937840560922,255,0.8476190476190476,0.8672985781990521,0.9052132701421801,0.8733769653200932,0.023902352875898435,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,100,
322,0.16229144732157388,0.00022496494008656369,0.013177235921223959,0.00010401251699632182,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.8,0.7784666067684937,0.01970508792606349,227,0.8380952380952381,0.8672985781990521,0.9004739336492891,0.8686225833145264,0.02548319913087308,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,110,
323,0.1790288289388021,0.0006172650822505022,0.014088312784830729,9.853666780999878e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.7904761904761904,0.7784666067684936,0.01210024638530469,232,0.8333333333333334,0.8720379146919431,0.9004739336492891,0.8686150605581885,0.027516685853162484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,120,
324,0.19419161478678384,0.0021374703231333662,0.015156745910644531,7.88991405650111e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.780952380952381,0.7721174004192872,0.013981252399288902,263,0.8476190476190476,0.8767772511848341,0.9004739336492891,0.874956744151057,0.021616281343969684,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,130,
325,0.2057069937388102,0.0017253956225666137,0.016092777252197266,0.00013292258089139523,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.780952380952381,0.7689427972446841,0.01846462592312119,274,0.8523809523809524,0.8767772511848341,0.9004739336492891,0.8765440457383585,0.01963456986039922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,140,
326,0.22327192624409994,0.0013618040469517063,0.01712314287821452,5.9420087978549085e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.7904761904761904,0.7752920035938904,0.01648413612479755,248,0.8428571428571429,0.8767772511848341,0.9052132701421801,0.874949221394719,0.025489578552578475,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,150,
327,0.2364028294881185,0.0015238057190395098,0.018564303716023762,7.688332766190965e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.7904761904761904,0.7752920035938904,0.01648413612479755,248,0.8333333333333334,0.8767772511848341,0.9052132701421801,0.8717746182201158,0.029557301200049985,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,160,
328,0.25281651814778644,0.0031234619847485432,0.019484202067057293,0.00020919173958632289,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.8,0.7784666067684937,0.01970508792606349,227,0.8333333333333334,0.8767772511848341,0.9052132701421801,0.8717746182201158,0.029557301200049985,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,170,
329,0.2669721444447835,0.001368420936232803,0.020742177963256836,0.00025284182588610675,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.8,0.7752920035938905,0.023959755910001934,244,0.8428571428571429,0.8767772511848341,0.9004739336492891,0.8733694425637554,0.02364506312101126,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,180,
330,0.28020532925923664,0.002039918450073773,0.021941502888997395,0.00042746274132319487,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.8,0.7816412099430968,0.015582794946533677,217,0.8333333333333334,0.8767772511848341,0.9052132701421801,0.8717746182201158,0.029557301200049985,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,190,
331,0.2945380210876465,0.00030301122384549406,0.023455301920572918,0.0011514794037447893,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.8,0.7816412099430968,0.015582794946533677,217,0.8380952380952381,0.8767772511848341,0.9004739336492891,0.8717821409764538,0.02570977452580559,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,200,
332,0.3090049425760905,0.001956504720272642,0.02376389503479004,0.00019484064587808837,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.8,0.7816412099430968,0.015582794946533677,217,0.8428571428571429,0.8767772511848341,0.9004739336492891,0.8733694425637554,0.02364506312101126,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,210,
333,0.3249373435974121,0.004425512208566373,0.0248413880666097,0.00018714165999121136,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.7904761904761904,0.7753219526804432,0.011728729170019546,235,0.8380952380952381,0.8767772511848341,0.9052132701421801,0.8733619198074174,0.02750704058693287,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,220,
334,0.3384462197621663,0.0032030896044104424,0.025459686915079754,2.3629781791931306e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7735849056603774,0.7714285714285715,0.7904761904761904,0.7784965558550464,0.0085165007905007,223,0.8380952380952381,0.8767772511848341,0.9004739336492891,0.8717821409764538,0.02570977452580559,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,230,
335,0.355096975962321,0.001976898102275993,0.027141888936360676,0.00024566018651424234,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.7904761904761904,0.7753219526804432,0.011728729170019546,235,0.8380952380952381,0.8767772511848341,0.9052132701421801,0.8733619198074174,0.02750704058693287,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,240,
336,0.0156555970509847,0.00012954042001690985,0.00243528683980306,2.5407213472834715e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.6761904761904762,0.708745133273435,0.02834718616770811,472,0.8095238095238095,0.8246445497630331,0.7251184834123223,0.7864289475663884,0.04379032585275564,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,10,
337,0.0316920280456543,0.0011570446028943704,0.0035636425018310547,0.00015160659822429422,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7264150943396226,0.7142857142857143,0.7333333333333333,0.7246780473195568,0.00787256616816669,423,0.780952380952381,0.8246445497630331,0.7725118483412322,0.7927029263522155,0.022847481659602948,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,20,
338,0.04459190368652344,0.00018997348375586416,0.004554430643717448,4.915715988178942e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7075471698113207,0.7428571428571429,0.7428571428571429,0.7310871518418688,0.01664528092281005,394,0.7904761904761904,0.8199052132701422,0.8009478672985783,0.8037764236816369,0.012179693320190504,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,30,
339,0.05991411209106445,0.0005694024030571159,0.005689382553100586,3.691871473175163e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6981132075471698,0.7333333333333333,0.7428571428571429,0.7247678945792154,0.019244566203540404,417,0.7904761904761904,0.8104265402843602,0.8151658767772512,0.8053562025126006,0.010698174182261058,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,40,
340,0.07264939943949382,0.00029102054063043383,0.006710608800252278,0.00015100717519251296,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7523809523809524,0.7342318059299191,0.014465873845484138,385,0.8047619047619048,0.8104265402843602,0.8530805687203792,0.8227563379222147,0.02156681484790657,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,50,
341,0.0895400842030843,0.0016974737829108,0.00802310307820638,0.00014578151844257906,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7075471698113207,0.7333333333333333,0.780952380952381,0.7406109613656783,0.03040618531372402,315,0.8047619047619048,0.8151658767772512,0.8341232227488151,0.8180170014293237,0.012155065674259924,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,60,
342,0.10492881139119466,0.00098955058656051,0.00890056292215983,0.00010871422443531638,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7619047619047619,0.7374064091045223,0.018564762121434222,355,0.8095238095238095,0.8056872037914692,0.8293838862559242,0.8148649665237343,0.01038521893618317,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,70,
343,0.11634222666422527,0.0005954456586376296,0.010154088338216146,0.00032915964225737156,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7169811320754716,0.7428571428571429,0.7428571428571429,0.7342318059299191,0.012198068462517296,385,0.8047619047619048,0.8009478672985783,0.8293838862559242,0.8116978861054691,0.012602451386782869,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,80,
344,0.13377181688944498,0.0025974568339787517,0.011065959930419922,0.00013419994264694997,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7619047619047619,0.7374064091045223,0.018564762121434222,355,0.8047619047619048,0.8056872037914692,0.8341232227488151,0.8148574437673964,0.013628199303752146,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,90,
345,0.14589079221089682,0.0005596250468729444,0.012081305185953775,0.0002898810659632708,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7169811320754716,0.7428571428571429,0.7619047619047619,0.7405810122791254,0.01841048083865841,322,0.8047619047619048,0.8009478672985783,0.8293838862559242,0.8116978861054691,0.012602451386782869,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,100,
346,0.16225035985310873,0.002081545692199237,0.012952327728271484,0.00014576288764618756,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8047619047619048,0.8104265402843602,0.8293838862559242,0.8148574437673964,0.010528854715493195,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,110,
347,0.1744964917500814,0.0006888299191886839,0.014069318771362305,7.869426484810975e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7075471698113207,0.7333333333333333,0.7714285714285715,0.7374363581910751,0.026240356678007226,339,0.8047619047619048,0.8151658767772512,0.8341232227488151,0.8180170014293237,0.012155065674259924,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,120,
348,0.19023887316385904,0.0010283116188978987,0.016373634338378906,0.000628844117108008,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7075471698113207,0.7333333333333333,0.780952380952381,0.7406109613656783,0.03040618531372402,315,0.8047619047619048,0.8199052132701422,0.8388625592417062,0.821176559091251,0.013950529240506434,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,130,
349,0.20385400454203287,0.0008515486025164559,0.016242027282714844,1.4810125103373408e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.7952380952380952,0.8151658767772512,0.8436018957345972,0.8180019559166478,0.0198460207309518,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,140,
350,0.21867903073628744,0.0029920479471856323,0.017193714777628582,0.00010707822872943942,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8,0.8199052132701422,0.8436018957345972,0.8211690363349131,0.0178228180425535,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,150,
351,0.23227938016255698,0.0011452720014300483,0.018410444259643555,0.00017017019260937483,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.7952380952380952,0.8246445497630331,0.8436018957345972,0.8211615135785753,0.019897453026506428,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,160,
352,0.2467642625172933,0.001028072290862817,0.019142548243204754,0.0001051957120477953,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8,0.8199052132701422,0.8436018957345972,0.8211690363349131,0.0178228180425535,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,170,
353,0.26331567764282227,0.005085607567167831,0.020448923110961914,0.0002119293080369098,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8,0.8104265402843602,0.8483412322274881,0.8195892575039494,0.02077153859575808,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,180,
354,0.27674682935078937,0.0028033817278117386,0.021970431009928387,0.0011874592424621583,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8,0.8104265402843602,0.8483412322274881,0.8195892575039494,0.02077153859575808,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,190,
355,0.2934684753417969,0.006591613628987502,0.022433757781982422,0.00021917606143370997,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.7952380952380952,0.8246445497630331,0.8483412322274881,0.8227412924095389,0.021720997229160252,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,200,
356,0.3084243933359782,0.004344347143981816,0.024098793665568035,0.0007304691946513338,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.7952380952380952,0.8293838862559242,0.8483412322274881,0.8243210712405024,0.02197285994795766,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,210,
357,0.32082581520080566,0.0005159210950386516,0.02532498041788737,0.0009221250945334363,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7075471698113207,0.7142857142857143,0.780952380952381,0.734261755016472,0.033129673588527614,364,0.7952380952380952,0.8293838862559242,0.8436018957345972,0.8227412924095389,0.02029544020007761,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,220,
358,0.33355434735616046,0.0017479037851194149,0.030341466267903645,0.007026366050463703,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7075471698113207,0.7142857142857143,0.780952380952381,0.734261755016472,0.033129673588527614,364,0.8,0.8293838862559242,0.8483412322274881,0.8259083728278042,0.019887652425726633,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,230,
359,0.34941991170247394,0.004749390295826169,0.027450958887736004,0.0008766749026175496,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8095238095238095,0.8199052132701422,0.8530805687203792,0.8275031971714436,0.01857587750193452,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,240,
360,0.01684880256652832,0.0002084106612960521,0.0023996829986572266,3.4691883196701805e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8773584905660378,0.8571428571428571,0.8095238095238095,0.8480083857442349,0.028436653739196016,113,0.9952380952380953,0.990521327014218,0.995260663507109,0.9936733619198074,0.0022288442993671255,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,10,
361,0.032259623209635414,0.00011953885827954113,0.003569920857747396,6.865746776523875e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9150943396226415,0.8666666666666667,0.8,0.860587002096436,0.047183319752202496,68,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,20,
362,0.04789264996846517,0.00019741493461920473,0.00460203488667806,8.801281042039298e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9245283018867925,0.8857142857142857,0.819047619047619,0.8764300688828991,0.04355985249962574,41,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,30,
363,0.06489976247151692,0.0011555761050691682,0.005794604619344075,4.986705053407851e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9245283018867925,0.8857142857142857,0.8285714285714286,0.8796046720575023,0.03941172345374375,40,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,40,
364,0.0822761058807373,0.0014481186247376078,0.007123788197835286,0.0002589937219278765,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9245283018867925,0.8857142857142857,0.8476190476190476,0.8859538784067086,0.03139852864385904,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,50,
365,0.09571520487467448,0.0007587120121122081,0.007861773173014322,0.0001741882650779891,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9245283018867925,0.8761904761904762,0.8666666666666667,0.8891284815813117,0.025331616545425248,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,60,
366,0.11194205284118652,0.0012129187110001174,0.009403467178344727,0.0004087619615464765,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8666666666666667,0.8859838274932614,0.020948224654888836,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,70,
367,0.1271531581878662,0.00027624068692195885,0.010493993759155273,0.00032665160980253286,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9245283018867925,0.8857142857142857,0.8476190476190476,0.8859538784067086,0.03139852864385904,35,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,80,
368,0.14198565483093262,0.0004901768089860694,0.011367003122965494,0.0003627565298116162,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8857142857142857,0.8923330338424678,0.016557647127040297,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,90,
369,0.1602653662363688,0.0010451732698620998,0.012087504069010416,0.0001505243236693442,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9150943396226415,0.8952380952380953,0.8857142857142857,0.8986822401916742,0.012239103800535429,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,100,
370,0.17527325948079428,0.0010990203870364468,0.013290007909138998,6.069219031536401e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8857142857142857,0.8923330338424678,0.016557647127040297,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,110,
371,0.19052338600158691,0.0016484856077521029,0.01436456044514974,0.0003757400325001076,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8857142857142857,0.8923330338424678,0.016557647127040297,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,120,
372,0.2103726863861084,0.004185670142090239,0.015694379806518555,0.0007084603431052265,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8857142857142857,0.8923330338424678,0.016557647127040297,12,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,130,
373,0.22213451067606607,0.002177977034036795,0.01703945795694987,0.0007411883718483069,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8952380952380953,0.8955076370170709,0.01588357929991648,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,140,
374,0.2393019199371338,0.003992564122265826,0.018294016520182293,0.0008106625849671434,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8952380952380953,0.8955076370170709,0.01588357929991648,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,150,
375,0.2532929579416911,0.002931040569556161,0.019173145294189453,0.000719425155451521,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8952380952380953,0.8955076370170709,0.01588357929991648,6,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,160,
376,0.2690430482228597,0.00175477565768256,0.01968550682067871,9.215980663686427e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9245283018867925,0.8761904761904762,0.8666666666666667,0.8891284815813117,0.025331616545425248,20,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,170,
377,0.2905868689219157,0.005164503342966946,0.021585782368977863,0.00035336466518506794,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8761904761904762,0.8891584306678646,0.018339457098159644,17,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,180,
378,0.30272213617960614,0.0032568808132025784,0.0224149227142334,0.0009818253670726043,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8666666666666667,0.8859838274932614,0.020948224654888836,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,190,
379,0.3180530071258545,0.004293551240428186,0.02377621332804362,0.0008347127259182946,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8666666666666667,0.8859838274932614,0.020948224654888836,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,200,
380,0.3332030773162842,0.003228399882760339,0.02464127540588379,0.0006736682513078108,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8571428571428571,0.8828092243186583,0.02411706796011801,38,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,210,
381,0.3498044013977051,0.0033955829718324043,0.0251314640045166,0.0004834736498381716,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8666666666666667,0.8859838274932614,0.020948224654888836,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,220,
382,0.3640635013580322,0.003930542870883719,0.026738405227661133,0.00034621776461257064,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8666666666666667,0.8859838274932614,0.020948224654888836,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,230,
383,0.3775196075439453,0.001462757589456843,0.02752796808878581,0.00016823910736135685,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9150943396226415,0.8761904761904762,0.8666666666666667,0.8859838274932614,0.020948224654888836,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,240,
384,0.01726357142130534,0.0010069906358283333,0.0025381247202555337,5.09603872232711e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.819047619047619,0.8037136867325546,0.029911206952400682,188,0.9571428571428572,0.95260663507109,0.966824644549763,0.9588580455879034,0.005929831472333989,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,10,
385,0.03263084093729655,0.0005402476036062763,0.0037875970204671225,9.625977692439065e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.8285714285714286,0.8353998203054808,0.009656804199492823,129,0.9571428571428572,0.966824644549763,0.966824644549763,0.9635973820807943,0.004564038352953092,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,20,
386,0.04893994331359863,0.0014101780899033567,0.004805962244669597,0.00019360374853353787,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8490566037735849,0.8285714285714286,0.8476190476190476,0.8417490266546871,0.009336432593422544,120,0.9619047619047619,0.966824644549763,0.966824644549763,0.9651846836680958,0.0023192549206148545,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,30,
387,0.06371275583902995,0.0009419735585416591,0.005884726842244466,0.00022138482801930252,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.819047619047619,0.8448637316561843,0.020048805269539772,118,0.9619047619047619,0.9715639810426541,0.966824644549763,0.9667644624990596,0.0039435893124475305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,40,
388,0.07770188649495442,0.0002617740696923144,0.006705045700073242,0.00012206720805194234,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8773584905660378,0.8285714285714286,0.8380952380952381,0.8480083857442349,0.021114721984902156,113,0.9619047619047619,0.976303317535545,0.966824644549763,0.9683442413300233,0.005975588218974587,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,50,
389,0.09488050142923991,0.0018282762897218036,0.008138100306193033,0.00022342338350048272,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8666666666666667,0.8607367475292004,0.009289818518964947,58,0.9619047619047619,0.976303317535545,0.9620853080568721,0.9667644624990596,0.006745391799027026,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,60,
390,0.10956231753031413,0.001679119536485023,0.008896827697753906,0.00012706852884575745,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8773584905660378,0.8476190476190476,0.8571428571428571,0.8607067984426475,0.012399862227476141,66,0.9666666666666667,0.976303317535545,0.966824644549763,0.9699315429173249,0.004505986617226195,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,70,
391,0.1256110668182373,0.001735898981350623,0.010157028834025065,0.00013107997239887402,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8571428571428571,0.8607367475292004,0.005082528526048896,58,0.9714285714285714,0.976303317535545,0.9715639810426541,0.9730986233355902,0.0022667351892556305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,80,
392,0.14010302225748697,0.0008393463311047002,0.01123197873433431,0.00022241257534158287,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8666666666666667,0.8607367475292004,0.009289818518964947,58,0.9714285714285714,0.976303317535545,0.9715639810426541,0.9730986233355902,0.0022667351892556305,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,90,
393,0.1540679136912028,0.0018459220469716033,0.013528744379679361,0.0010526610804021657,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8584905660377359,0.8476190476190476,0.8666666666666667,0.85759209344115,0.007802067572163896,70,0.9714285714285714,0.976303317535545,0.966824644549763,0.9715188445046264,0.0038701784897722386,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,100,
394,0.17382550239562988,0.0030377087779567477,0.01376779874165853,0.0005500413362100292,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8571428571428571,0.8607367475292004,0.005082528526048896,58,0.9714285714285714,0.976303317535545,0.966824644549763,0.9715188445046264,0.0038701784897722386,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,110,
395,0.18754426638285318,0.001772694819232654,0.01454774538675944,0.0005553016037867608,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8476190476190476,0.8575621443545972,0.008294977908941278,71,0.9714285714285714,0.976303317535545,0.966824644549763,0.9715188445046264,0.0038701784897722386,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,120,
396,0.20269926389058432,0.0022184646095230456,0.01539921760559082,0.00020413531846751073,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8857142857142857,0.8702605570530099,0.011780617001318067,43,0.9714285714285714,0.981042654028436,0.9715639810426541,0.9746784021665538,0.004500545171569018,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,130,
397,0.2185805638631185,0.0012790127481021375,0.017357428868611652,0.0007967216058619246,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8679245283018868,0.8571428571428571,0.8761904761904762,0.8670859538784067,0.007798732937411122,48,0.9714285714285714,0.985781990521327,0.966824644549763,0.9746784021665539,0.008073260037124382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,140,
398,0.2378835678100586,0.0017436745458492165,0.01913928985595703,0.0016489254500583847,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8571428571428571,0.8575621443545972,0.008294977908941278,71,0.9714285714285714,0.985781990521327,0.966824644549763,0.9746784021665539,0.008073260037124382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,150,
399,0.24860270818074545,0.003343130119930101,0.019330660502115887,0.0005167541555118755,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8584905660377359,0.8476190476190476,0.8571428571428571,0.8544174902665468,0.004838608383949277,83,0.9714285714285714,0.985781990521327,0.966824644549763,0.9746784021665539,0.008073260037124382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,160,
400,0.2626296679178874,0.0023327444421673547,0.019754727681477863,7.5495368457898e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8584905660377359,0.8476190476190476,0.8476190476190476,0.8512428870919436,0.0051248829304326214,95,0.9714285714285714,0.985781990521327,0.966824644549763,0.9746784021665539,0.008073260037124382,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,170,
401,0.27699557940165204,0.0021812136420122437,0.020718733469645183,0.00030267958267111587,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8380952380952381,0.8512129380053909,0.012440087744596897,97,0.9714285714285714,0.981042654028436,0.9620853080568721,0.9715188445046264,0.007739567321781771,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,180,
402,0.2965085506439209,0.004392900990816709,0.022576093673706055,0.0011094357302315204,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8571428571428571,0.8575621443545972,0.008294977908941278,71,0.9761904761904762,0.981042654028436,0.966824644549763,0.9746859249228917,0.005901169616920665,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,190,
403,0.3071700731913249,0.0025439240517090953,0.022485733032226562,0.0004021643480381108,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8679245283018868,0.8476190476190476,0.8571428571428571,0.8575621443545972,0.008294977908941278,71,0.9761904761904762,0.981042654028436,0.9715639810426541,0.9762657037538554,0.003870017638423822,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,200,
404,0.32349324226379395,0.0023800781389530555,0.025137583414713543,0.0017678873631514567,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8773584905660378,0.8476190476190476,0.8571428571428571,0.8607067984426475,0.012399862227476141,66,0.9761904761904762,0.981042654028436,0.976303317535545,0.9778454825848191,0.0022612109178047537,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,210,
405,0.3427482446034749,0.007371217338693139,0.02605923016866048,0.0007990083613912731,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8867924528301887,0.8380952380952381,0.8476190476190476,0.8575022461814915,0.02107309328826678,80,0.9714285714285714,0.981042654028436,0.9715639810426541,0.9746784021665538,0.004500545171569018,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,220,
406,0.35887646675109863,0.0026867368909795236,0.026189088821411133,0.0002796147508144182,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8773584905660378,0.8285714285714286,0.8476190476190476,0.851182988918838,0.020076032355485027,104,0.9714285714285714,0.981042654028436,0.9620853080568721,0.9715188445046264,0.007739567321781771,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,230,
407,0.3724203109741211,0.0003939168955259725,0.027662118275960285,0.0001449982706374633,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8773584905660378,0.8285714285714286,0.8476190476190476,0.851182988918838,0.020076032355485027,104,0.9714285714285714,0.981042654028436,0.9620853080568721,0.9715188445046264,0.007739567321781771,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,240,
408,0.015882174173990887,0.00010347665420092783,0.002469778060913086,0.0001172733465869251,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8207547169811321,0.7428571428571429,0.7523809523809524,0.7719976040730758,0.03469503116497775,270,0.9,0.8720379146919431,0.9289099526066351,0.9003159557661927,0.023218987132333217,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,10,
409,0.030545711517333984,0.00020362649573911072,0.003461917241414388,2.274562671656595e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.839622641509434,0.7428571428571429,0.819047619047619,0.8005091344713987,0.041622485831128264,201,0.9047619047619048,0.8862559241706162,0.9241706161137441,0.9050628150154217,0.015480070553695286,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,20,
410,0.04594747225443522,0.0005243966769556733,0.004638671875,3.9309914702588445e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8285714285714286,0.8100329439952082,0.034329518496950026,163,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,30,
411,0.061310927073160805,0.00010404930853037928,0.005702098210652669,1.5644248076303425e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8207547169811321,0.7523809523809524,0.819047619047619,0.7973944294699011,0.03183696369072319,208,0.9095238095238095,0.8862559241706162,0.933649289099526,0.9098096742646505,0.01934931607419667,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,40,
412,0.07732311884562175,0.0015803256824787723,0.006978591283162435,0.00014431873076569722,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8301886792452831,0.7523809523809524,0.819047619047619,0.8005390835579514,0.0343553489714754,199,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,50,
413,0.09114821751912434,0.0006713393701458775,0.007742404937744141,0.00015551508624256537,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8490566037735849,0.7523809523809524,0.8285714285714286,0.8100029949086553,0.04159435410055925,168,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,60,
414,0.10622183481852214,0.0013722711537502825,0.008886496225992838,7.4939914817595e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8285714285714286,0.8037436358191076,0.029756162082688633,182,0.919047619047619,0.9004739336492891,0.933649289099526,0.9177236139321447,0.013576101415643192,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,70,
415,0.12088489532470703,0.0011494736237287267,0.010234435399373373,0.0003294438865984854,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8285714285714286,0.8100329439952082,0.034329518496950026,163,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,80,
416,0.13687888781229654,0.00040844961622322085,0.011176347732543945,9.653469834030372e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8380952380952381,0.8132075471698114,0.036281906163277006,148,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,90,
417,0.1525543530782064,0.002555245952782894,0.012438217798868815,0.00021649530193040573,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8285714285714286,0.8037436358191076,0.029756162082688633,182,0.9,0.9052132701421801,0.9289099526066351,0.9113744075829384,0.012580833328318839,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,100,
418,0.1665670077006022,0.0012072359589655713,0.013271411259969076,0.00018067968947289102,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8380952380952381,0.8100628930817609,0.0342055806076313,155,0.9047619047619048,0.9052132701421801,0.9289099526066351,0.91296170917024,0.011278616469718783,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,110,
419,0.18136080106099448,0.002385098936795052,0.014335076014200846,0.0001228083792014344,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8285714285714286,0.8037436358191076,0.029756162082688633,182,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,120,
420,0.19884268442789713,0.00342564549346418,0.015560468037923178,9.606628525130921e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8380952380952381,0.8100628930817609,0.0342055806076313,155,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,130,
421,0.21189665794372559,0.0034899033058909635,0.016769886016845703,0.00042509397490201565,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.839622641509434,0.7619047619047619,0.8476190476190476,0.8163821503444145,0.0386594103772166,142,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,140,
422,0.22513747215270996,0.00014537825793356897,0.017536481221516926,0.00020170083407531286,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8476190476190476,0.8100928421683139,0.03579563637065938,150,0.919047619047619,0.9004739336492891,0.933649289099526,0.9177236139321447,0.013576101415643192,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,150,
423,0.23972113927205405,0.0029413142998268135,0.018803119659423828,0.000832982244527534,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8476190476190476,0.8132374962563641,0.036988661753032843,144,0.9142857142857143,0.9004739336492891,0.933649289099526,0.9161363123448432,0.013606850901775687,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,160,
424,0.2567440668741862,0.00038755208730638054,0.019623835881551106,0.00031802168800393836,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8476190476190476,0.8100928421683139,0.03579563637065938,150,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,170,
425,0.2706652482350667,0.0023502805171232125,0.02175768216451009,0.0017242375193410185,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8380952380952381,0.8037735849056604,0.03155911906938644,179,0.9142857142857143,0.8957345971563981,0.933649289099526,0.9145565335138794,0.015479792711280731,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,180,
426,0.28452340761820477,0.0039537775672250945,0.02196192741394043,0.0004560280387334105,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8113207547169812,0.7619047619047619,0.8476190476190476,0.8069481880802636,0.035129040200589545,170,0.9142857142857143,0.8957345971563981,0.9383886255924171,0.9161363123448432,0.017462532659716864,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,190,
427,0.29894248644510907,0.0017644581671451007,0.022791544596354168,0.00036934889920933723,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8476190476190476,0.8100928421683139,0.03579563637065938,150,0.9142857142857143,0.8957345971563981,0.9383886255924171,0.9161363123448432,0.017462532659716864,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,200,
428,0.31227628389994305,0.0024500926123110145,0.024383703867594402,0.0011800496255247091,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8476190476190476,0.8132374962563641,0.036988661753032843,144,0.9238095238095239,0.8957345971563981,0.9383886255924171,0.9193109155194463,0.017701593955834295,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,210,
429,0.32918421427408856,0.004570253569569471,0.02470572789510091,0.00020527662745850717,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8380952380952381,0.8100628930817609,0.0342055806076313,155,0.919047619047619,0.8957345971563981,0.9383886255924171,0.9177236139321447,0.017438583230192563,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,220,
430,0.3462076187133789,0.0018081973853036083,0.026219765345255535,0.0005852505603841704,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8207547169811321,0.7619047619047619,0.8380952380952381,0.8069182389937107,0.032607087755631495,173,0.9238095238095239,0.8957345971563981,0.9383886255924171,0.9193109155194463,0.017701593955834295,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,230,
431,0.36308956146240234,0.003012710153257227,0.02694869041442871,8.288832583448043e-06,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8301886792452831,0.7619047619047619,0.8380952380952381,0.8100628930817609,0.0342055806076313,155,0.9238095238095239,0.9004739336492891,0.9383886255924171,0.92089069435041,0.015615604168995347,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,240,
432,0.01591936747233073,0.0002632730135148889,0.0024368762969970703,7.635576008971186e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.7547169811320755,0.7523809523809524,0.7523809523809524,0.7531596286313267,0.0011012145139772825,286,0.8380952380952381,0.8625592417061612,0.8862559241706162,0.8623034679906718,0.019662349570654564,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,10,
433,0.03020477294921875,0.00018443502002140835,0.003544410069783529,2.4254981374300145e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7735849056603774,0.7428571428571429,0.780952380952381,0.7657981431566337,0.01649822301745455,276,0.8238095238095238,0.8483412322274881,0.8767772511848341,0.8496426690739486,0.02164355699702636,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,20,
434,0.044811248779296875,0.00021749115519365767,0.004616181055704753,1.529888672835679e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.7735849056603774,0.7428571428571429,0.7904761904761904,0.7689727463312369,0.019712051039813404,272,0.8428571428571429,0.8625592417061612,0.8815165876777251,0.8623109907470097,0.015783628435036747,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,30,
435,0.059670050938924156,0.00035112861444529394,0.0056056976318359375,6.358434727720875e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8018867924528302,0.7523809523809524,0.7714285714285715,0.7752321054207846,0.020388840140757196,258,0.8761904761904762,0.8578199052132701,0.8815165876777251,0.8718423230271571,0.010150961100771471,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,40,
436,0.07510232925415039,0.0016080715216114576,0.006895224253336589,0.0001930015046640401,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7924528301886793,0.7428571428571429,0.7428571428571429,0.7593890386343217,0.023379631219824764,282,0.8523809523809524,0.8767772511848341,0.8862559241706162,0.8718047092454676,0.014269385841530325,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,50,
437,0.08934473991394043,0.0009789166265494148,0.007746775945027669,0.00022385099385855784,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.8,0.7752920035938905,0.023959755910001934,244,0.8428571428571429,0.8625592417061612,0.8720379146919431,0.8591514330850823,0.012154264845918418,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,60,
438,0.10309624671936035,0.0005350642353750396,0.008718649546305338,6.4394892205471e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.7735849056603774,0.7428571428571429,0.780952380952381,0.7657981431566337,0.01649822301745455,276,0.8380952380952381,0.8672985781990521,0.8767772511848341,0.8607236891597081,0.016462004911830204,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,70,
439,0.12125611305236816,0.002498160346324087,0.01041396458943685,0.000678915043888927,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8018867924528302,0.7523809523809524,0.819047619047619,0.7911051212938004,0.02826416383393407,213,0.8571428571428571,0.8625592417061612,0.8957345971563981,0.8718122320018055,0.017059581303510978,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,80,
440,0.13557585080464682,0.002056302496733484,0.011453390121459961,0.00025996438553026413,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.780952380952381,0.7721174004192872,0.013981252399288902,263,0.8428571428571429,0.8672985781990521,0.8862559241706162,0.8654705484089371,0.017764568191746755,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,90,
441,0.14989272753397623,0.0017670556616518633,0.01224811871846517,8.807285435367782e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.7924528301886793,0.7428571428571429,0.7904761904761904,0.7752620545073375,0.022927937840560922,255,0.8476190476190476,0.8672985781990521,0.9052132701421801,0.8733769653200932,0.023902352875898435,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,100,
442,0.16317963600158691,0.00045135430872376915,0.01314401626586914,0.0001858259346409328,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.8,0.7784666067684937,0.01970508792606349,227,0.8380952380952381,0.8672985781990521,0.9004739336492891,0.8686225833145264,0.02548319913087308,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,110,
443,0.17781551678975424,0.0008907806581971596,0.014088630676269531,0.00020202716866729925,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.7904761904761904,0.7784666067684936,0.01210024638530469,232,0.8333333333333334,0.8720379146919431,0.9004739336492891,0.8686150605581885,0.027516685853162484,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,120,
444,0.19204584757486978,0.002716581691360197,0.015045960744222006,0.00019380720915484803,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.780952380952381,0.7721174004192872,0.013981252399288902,263,0.8476190476190476,0.8767772511848341,0.9004739336492891,0.874956744151057,0.021616281343969684,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,130,
445,0.20510371526082358,0.0008098638553007153,0.016178448994954426,0.0002405666173309578,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.780952380952381,0.7689427972446841,0.01846462592312119,274,0.8523809523809524,0.8767772511848341,0.9004739336492891,0.8765440457383585,0.01963456986039922,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,140,
446,0.22095441818237305,0.0018484291016553232,0.01847664515177409,0.0015047780304188161,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.7904761904761904,0.7752920035938904,0.01648413612479755,248,0.8428571428571429,0.8767772511848341,0.9052132701421801,0.874949221394719,0.025489578552578475,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,150,
447,0.2426141897837321,0.00531266202029023,0.01998130480448405,0.0010270610507417545,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.7904761904761904,0.7752920035938904,0.01648413612479755,248,0.8333333333333334,0.8767772511848341,0.9052132701421801,0.8717746182201158,0.029557301200049985,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,160,
448,0.2513421376546224,0.0014306949171137458,0.021529674530029297,0.0010375671960763408,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.7830188679245284,0.7523809523809524,0.8,0.7784666067684937,0.01970508792606349,227,0.8333333333333334,0.8767772511848341,0.9052132701421801,0.8717746182201158,0.029557301200049985,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,170,
449,0.2682398160298665,0.0017911929477671797,0.021249691645304363,0.0004698575266821687,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.7830188679245284,0.7428571428571429,0.8,0.7752920035938905,0.023959755910001934,244,0.8428571428571429,0.8767772511848341,0.9004739336492891,0.8733694425637554,0.02364506312101126,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,180,
450,0.2807633876800537,0.0006562652601268836,0.02154827117919922,6.987820380477113e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.8,0.7816412099430968,0.015582794946533677,217,0.8333333333333334,0.8767772511848341,0.9052132701421801,0.8717746182201158,0.029557301200049985,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,190,
451,0.29836146036783856,0.0032922900209425175,0.023544788360595703,0.0010876796858908379,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.8,0.7816412099430968,0.015582794946533677,217,0.8380952380952381,0.8767772511848341,0.9004739336492891,0.8717821409764538,0.02570977452580559,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,200,
452,0.31165822347005206,0.002035745590928384,0.023970921834309895,0.00040619055178508454,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.7830188679245284,0.7619047619047619,0.8,0.7816412099430968,0.015582794946533677,217,0.8428571428571429,0.8767772511848341,0.9004739336492891,0.8733694425637554,0.02364506312101126,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,210,
453,0.32500068346659344,0.0025003408111742465,0.024747053782145183,0.00013861538542023818,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.7904761904761904,0.7753219526804432,0.011728729170019546,235,0.8380952380952381,0.8767772511848341,0.9052132701421801,0.8733619198074174,0.02750704058693287,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,220,
454,0.3389492829640706,0.0024493730198941114,0.025823354721069336,0.00020329048771849494,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.7735849056603774,0.7714285714285715,0.7904761904761904,0.7784965558550464,0.0085165007905007,223,0.8380952380952381,0.8767772511848341,0.9004739336492891,0.8717821409764538,0.02570977452580559,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,230,
455,0.3541726271311442,0.0014631521425304012,0.0276032288869222,0.0003645498472287891,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.7735849056603774,0.7619047619047619,0.7904761904761904,0.7753219526804432,0.011728729170019546,235,0.8380952380952381,0.8767772511848341,0.9052132701421801,0.8733619198074174,0.02750704058693287,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,240,
456,0.01574993133544922,0.00033967561150081586,0.0023955504099527993,5.815111201580911e-06,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7452830188679245,0.7047619047619048,0.6761904761904762,0.708745133273435,0.02834718616770811,472,0.8095238095238095,0.8246445497630331,0.7251184834123223,0.7864289475663884,0.04379032585275564,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,10,
457,0.031157255172729492,0.0005006395430369527,0.0035718282063802085,6.850440650475612e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7264150943396226,0.7142857142857143,0.7333333333333333,0.7246780473195568,0.00787256616816669,423,0.780952380952381,0.8246445497630331,0.7725118483412322,0.7927029263522155,0.022847481659602948,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,20,
458,0.044789791107177734,0.0005580319141440554,0.004732688268025716,0.00021222426264209428,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7075471698113207,0.7428571428571429,0.7428571428571429,0.7310871518418688,0.01664528092281005,394,0.7904761904761904,0.8199052132701422,0.8009478672985783,0.8037764236816369,0.012179693320190504,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,30,
459,0.05931941668192545,0.0006218667837198712,0.0056641896565755205,1.0082096249986047e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.6981132075471698,0.7333333333333333,0.7428571428571429,0.7247678945792154,0.019244566203540404,417,0.7904761904761904,0.8104265402843602,0.8151658767772512,0.8053562025126006,0.010698174182261058,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,40,
460,0.07288670539855957,0.00030270942063518236,0.007005135218302409,0.0004964823794483815,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7523809523809524,0.7342318059299191,0.014465873845484138,385,0.8047619047619048,0.8104265402843602,0.8530805687203792,0.8227563379222147,0.02156681484790657,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,50,
461,0.08830444018046062,0.0006582116019012156,0.007749160130818685,9.983531077417063e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.7075471698113207,0.7333333333333333,0.780952380952381,0.7406109613656783,0.03040618531372402,315,0.8047619047619048,0.8151658767772512,0.8341232227488151,0.8180170014293237,0.012155065674259924,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,60,
462,0.10274394353230794,0.0016311179519651298,0.00905625025431315,0.0003768854221351794,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7619047619047619,0.7374064091045223,0.018564762121434222,355,0.8095238095238095,0.8056872037914692,0.8293838862559242,0.8148649665237343,0.01038521893618317,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,70,
463,0.11727762222290039,0.00039899694100097374,0.010085026423136393,0.0002769120236656363,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7169811320754716,0.7428571428571429,0.7428571428571429,0.7342318059299191,0.012198068462517296,385,0.8047619047619048,0.8009478672985783,0.8293838862559242,0.8116978861054691,0.012602451386782869,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,80,
464,0.13514415423075357,0.001889783026937402,0.011984666188557943,0.0001370614937561463,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7169811320754716,0.7333333333333333,0.7619047619047619,0.7374064091045223,0.018564762121434222,355,0.8047619047619048,0.8056872037914692,0.8341232227488151,0.8148574437673964,0.013628199303752146,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,90,
465,0.1454148292541504,0.00029691573039195923,0.01209727923075358,0.000400567542830767,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7169811320754716,0.7428571428571429,0.7619047619047619,0.7405810122791254,0.01841048083865841,322,0.8047619047619048,0.8009478672985783,0.8293838862559242,0.8116978861054691,0.012602451386782869,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,100,
466,0.16527700424194336,0.0038122383974770967,0.013090133666992188,0.00017201896351571225,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8047619047619048,0.8104265402843602,0.8293838862559242,0.8148574437673964,0.010528854715493195,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,110,
467,0.174969752629598,0.0005454164056134204,0.014091809590657553,0.00016422516021900315,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7075471698113207,0.7333333333333333,0.7714285714285715,0.7374363581910751,0.026240356678007226,339,0.8047619047619048,0.8151658767772512,0.8341232227488151,0.8180170014293237,0.012155065674259924,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,120,
468,0.1922740936279297,0.004657345701791355,0.015343427658081055,0.0003703579708824232,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7075471698113207,0.7333333333333333,0.780952380952381,0.7406109613656783,0.03040618531372402,315,0.8047619047619048,0.8199052132701422,0.8388625592417062,0.821176559091251,0.013950529240506434,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,130,
469,0.20429031054178873,0.0009897756635640564,0.01849706967671712,0.002885912774041408,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.7952380952380952,0.8151658767772512,0.8436018957345972,0.8180019559166478,0.0198460207309518,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,140,
470,0.21782501538594565,0.0009219856248585223,0.018680731455485027,0.0024530882570246416,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8,0.8199052132701422,0.8436018957345972,0.8211690363349131,0.0178228180425535,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,150,
471,0.2329289118448893,0.0010859412803694757,0.018498977025349934,0.0004517969935137204,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.7952380952380952,0.8246445497630331,0.8436018957345972,0.8211615135785753,0.019897453026506428,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,160,
472,0.24423066775004068,0.0008420217931414336,0.019548495610555012,0.0006777729420770522,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.8,0.8199052132701422,0.8436018957345972,0.8211690363349131,0.0178228180425535,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,170,
473,0.2621249357859294,0.0021403481289456144,0.02146800359090169,0.0008616820908834994,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8,0.8104265402843602,0.8483412322274881,0.8195892575039494,0.02077153859575808,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,180,
474,0.2745167414347331,0.003255859703081158,0.021660645802815754,0.0005552087851447849,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8,0.8104265402843602,0.8483412322274881,0.8195892575039494,0.02077153859575808,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,190,
475,0.29191096623738605,0.001714065405656543,0.023045857747395832,0.0006688566091034963,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.7952380952380952,0.8246445497630331,0.8483412322274881,0.8227412924095389,0.021720997229160252,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,200,
476,0.30693817138671875,0.004137275136939093,0.023936748504638672,0.0007651544494825437,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.7714285714285715,0.734261755016472,0.02710652099955222,364,0.7952380952380952,0.8293838862559242,0.8483412322274881,0.8243210712405024,0.02197285994795766,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,210,
477,0.3205997149149577,0.0012789315181682087,0.02623287836710612,0.0015093599961167492,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.7075471698113207,0.7142857142857143,0.780952380952381,0.734261755016472,0.033129673588527614,364,0.7952380952380952,0.8293838862559242,0.8436018957345972,0.8227412924095389,0.02029544020007761,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,220,
478,0.33704431851704914,0.002769271541532292,0.026137034098307293,0.0007483798385466272,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.7075471698113207,0.7142857142857143,0.780952380952381,0.734261755016472,0.033129673588527614,364,0.8,0.8293838862559242,0.8483412322274881,0.8259083728278042,0.019887652425726633,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,230,
479,0.348516305287679,0.002263432983470682,0.026485284169514973,0.00026533530246110006,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7075471698113207,0.7238095238095238,0.780952380952381,0.7374363581910751,0.031478555844813697,339,0.8095238095238095,0.8199052132701422,0.8530805687203792,0.8275031971714436,0.01857587750193452,RandomForestClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,240,
0,0.05513127644856771,0.00016969244056440328,0.005671342213948567,2.4838542722420216e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.6415094339622641,0.6190476190476191,0.6952380952380952,0.6519317160826594,0.03196576438400634,17,0.7476190476190476,0.7156398104265402,0.7582938388625592,0.7405175656360491,0.018123002330764054,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,
1,0.07399725914001465,0.0013013269136436475,0.008413235346476236,0.0017881288987313872,42,"{'n_estimators': 40, 'random_state': 42}",0.6320754716981132,0.6,0.5904761904761905,0.6075172207247679,0.017795252271580988,22,0.7571428571428571,0.6208530805687204,0.6208530805687204,0.6662830060934327,0.06424761681464772,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,
2,0.09187595049540202,0.0005279399356988882,0.008707841237386068,0.00012520665931587985,42,"{'n_estimators': 50, 'random_state': 42}",0.5943396226415094,0.6285714285714286,0.6190476190476191,0.6139862234201857,0.014426074277246815,21,0.7476190476190476,0.7061611374407583,0.6777251184834123,0.7105017678477393,0.028698677516008866,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,
3,0.10915660858154297,0.0001294260843604038,0.010329643885294596,6.263661390627551e-05,42,"{'n_estimators': 60, 'random_state': 42}",0.6886792452830188,0.6190476190476191,0.5714285714285714,0.6263851452530698,0.04814775590438428,20,0.8142857142857143,0.6777251184834123,0.6540284360189573,0.7153464229293612,0.07062634409589799,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,
4,0.1283419132232666,0.0007262485344782972,0.01234904925028483,0.0007577306373124732,42,"{'n_estimators': 70, 'random_state': 42}",0.6509433962264151,0.638095238095238,0.6761904761904762,0.6550763701707097,0.01582451466557265,16,0.7619047619047619,0.7109004739336493,0.7488151658767772,0.7405401339050628,0.021628938384484125,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,
5,0.14572723706563315,0.0007436088922034469,0.01339872678120931,0.000273182149305204,42,"{'n_estimators': 80, 'random_state': 42}",0.6792452830188679,0.6285714285714286,0.6666666666666666,0.6581611260856542,0.021544033150294795,14,0.7714285714285715,0.7156398104265402,0.7582938388625592,0.748454073572557,0.02381473212470507,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,
6,0.16466490427652994,0.0011185995764316898,0.014919678370157877,0.00014358979820094358,42,"{'n_estimators': 90, 'random_state': 42}",0.6698113207547169,0.6571428571428571,0.6571428571428571,0.6613656783468104,0.005971971018107394,12,0.780952380952381,0.7203791469194313,0.7535545023696683,0.7516286767471602,0.024766385465638092,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,
7,0.1824030081431071,0.0011232486787447374,0.016582250595092773,0.0002618528580204898,42,"{'n_estimators': 100, 'random_state': 42}",0.6415094339622641,0.6190476190476191,0.6857142857142857,0.6487571129080563,0.027694858111053395,18,0.7714285714285715,0.6824644549763034,0.7867298578199052,0.7468742947415934,0.045971026638163826,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,
8,0.20108517011006674,0.0005679810581407514,0.018034855524698894,7.134795210038678e-05,42,"{'n_estimators': 110, 'random_state': 42}",0.6132075471698113,0.6666666666666666,0.6476190476190476,0.6424977538185085,0.022122991087529204,19,0.7904761904761904,0.7251184834123223,0.7630331753554502,0.7595426164146543,0.026796087642925,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,
9,0.22254403432210287,0.0005840342422239369,0.02039202054341634,0.000990670889053442,42,"{'n_estimators': 120, 'random_state': 42}",0.6415094339622641,0.6571428571428571,0.6666666666666666,0.6551063192572627,0.010370863167401934,15,0.8047619047619048,0.7109004739336493,0.7772511848341233,0.7643045211765592,0.03939715830850762,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,
10,0.24066829681396484,0.001957651463782195,0.021041472752888996,6.400708794525931e-05,42,"{'n_estimators': 130, 'random_state': 42}",0.6320754716981132,0.6666666666666666,0.6761904761904762,0.6583108715184187,0.018954293968384682,13,0.8,0.7109004739336493,0.8009478672985783,0.7706161137440759,0.04222710694629205,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,
11,0.25787750879923504,0.0017655743275873657,0.0225066343943278,0.00035366026198132585,42,"{'n_estimators': 140, 'random_state': 42}",0.6320754716981132,0.6857142857142857,0.6952380952380952,0.6710092842168315,0.027803561581129305,10,0.8,0.7251184834123223,0.7677725118483413,0.7642969984202211,0.030668874306147873,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,
12,0.2760334809621175,0.0015200478222368514,0.02416849136352539,0.00022901615532823892,42,"{'n_estimators': 150, 'random_state': 42}",0.6415094339622641,0.6761904761904762,0.6952380952380952,0.6709793351302785,0.0222419911276727,11,0.7904761904761904,0.7203791469194313,0.7772511848341233,0.7627021740765816,0.030410022080084538,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,
13,0.29466040929158527,0.0014476715959838018,0.02634437878926595,0.0004514848613082028,42,"{'n_estimators': 160, 'random_state': 42}",0.6509433962264151,0.6666666666666666,0.7047619047619048,0.6741239892183288,0.022595231207429487,9,0.7904761904761904,0.7298578199052133,0.7819905213270142,0.7674415105694727,0.026800522360423913,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,
14,0.3134895960489909,0.0011156495266855962,0.027528683344523113,0.0002471062855069685,42,"{'n_estimators': 170, 'random_state': 42}",0.6320754716981132,0.6476190476190476,0.7523809523809524,0.6773584905660378,0.053427071918520905,5,0.7904761904761904,0.7061611374407583,0.7914691943127962,0.7627021740765816,0.03998260565166656,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,
15,0.3291784127553304,0.0012354016955790222,0.028790950775146484,0.0006401365249382619,42,"{'n_estimators': 180, 'random_state': 42}",0.6415094339622641,0.6666666666666666,0.7523809523809524,0.6868523510032943,0.047460297710963044,2,0.8,0.7298578199052133,0.8341232227488151,0.7879936808846763,0.04340454915911379,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,
16,0.3495810031890869,0.002899424256548053,0.030930439631144207,0.0008447385330266389,42,"{'n_estimators': 190, 'random_state': 42}",0.6226415094339622,0.6666666666666666,0.7333333333333333,0.6742138364779874,0.045503771262486406,8,0.7952380952380952,0.7298578199052133,0.7962085308056872,0.7737681486496651,0.031051818670646814,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,
17,0.3769683837890625,0.007007899010898861,0.032718499501546226,0.0007138884597837283,42,"{'n_estimators': 200, 'random_state': 42}",0.6320754716981132,0.6476190476190476,0.7523809523809524,0.6773584905660378,0.053427071918520905,5,0.7904761904761904,0.7203791469194313,0.7867298578199052,0.765861731738509,0.032197390095692904,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,
18,0.38699762026468915,0.0034700173364896965,0.03406461079915365,0.0014100855812973832,42,"{'n_estimators': 210, 'random_state': 42}",0.6509433962264151,0.6666666666666666,0.7428571428571429,0.6868224019167415,0.04013912847856184,3,0.780952380952381,0.7393364928909952,0.8104265402843602,0.7769051380425788,0.02916314844658041,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,
19,0.4088006814320882,0.0020132700134150366,0.03485862414042155,0.0003859582392068689,42,"{'n_estimators': 220, 'random_state': 42}",0.6509433962264151,0.6761904761904762,0.780952380952381,0.7026954177897574,0.05628776050649666,1,0.7904761904761904,0.7440758293838863,0.8625592417061612,0.7990370871887459,0.04874796722787411,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,
20,0.4236303170522054,0.0020135030276320696,0.036858161290486656,0.00017602734310948775,42,"{'n_estimators': 230, 'random_state': 42}",0.6320754716981132,0.6761904761904762,0.7238095238095238,0.6773584905660378,0.03745937597256427,5,0.7857142857142857,0.7345971563981043,0.8199052132701422,0.7800722184608441,0.0350546319715382,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,
21,0.4465452829996745,0.005639198492956529,0.03797006607055664,0.00028978030062989956,42,"{'n_estimators': 240, 'random_state': 42}",0.6509433962264151,0.6761904761904762,0.7333333333333333,0.6868224019167415,0.034465478550834996,3,0.7666666666666667,0.7488151658767772,0.8388625592417062,0.7847814639283833,0.038929360580667004,AdaBoostClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,
0,0.1542812983194987,0.002060414430410593,0.0016473929087320964,1.549700386369846e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8207547169811321,0.8571428571428571,0.8,0.8259658580413297,0.023617698504500118,66,0.9285714285714286,0.9620853080568721,0.9478672985781991,0.9461746784021665,0.013734233429316726,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.05
1,0.20217450459798178,0.000865501199047136,0.001732190450032552,6.599856159293818e-05,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8490566037735849,0.8761904761904762,0.8380952380952381,0.8544474393530997,0.016012653799776427,65,0.9714285714285714,0.981042654028436,0.985781990521327,0.9794177386594448,0.005971343923571303,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.05
2,0.25555769602457684,0.004074577126992148,0.0018382072448730469,3.777160338377408e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.8773584905660378,0.8952380952380953,0.8571428571428571,0.8765798143156633,0.015562059501886728,62,0.9904761904761905,0.990521327014218,0.995260663507109,0.9920860603325058,0.0022448590622303312,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.05
3,0.30485304196675617,0.002460761758973854,0.0018668174743652344,2.851935365103871e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8867924528301887,0.9047619047619048,0.8571428571428571,0.8828990715783168,0.01963436166886347,49,0.9952380952380953,0.990521327014218,0.995260663507109,0.9936733619198074,0.0022288442993671255,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.05
4,0.3592080275217692,0.003708788952904156,0.001995563507080078,1.523268970962838e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.8867924528301887,0.9142857142857143,0.8476190476190476,0.8828990715783168,0.0273554372936525,49,1.0,0.995260663507109,0.995260663507109,0.9968404423380726,0.0022341446482987515,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.05
5,0.407218058904012,0.0023810954755461747,0.0020714600880940757,3.654023466928053e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.8867924528301887,0.9142857142857143,0.8380952380952381,0.8797244684037137,0.03150359205363253,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.05
6,0.46460525194803876,0.006075735129485696,0.002148310343424479,2.275728615862166e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.8867924528301887,0.9142857142857143,0.8380952380952381,0.8797244684037137,0.03150359205363253,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.05
7,0.5105845928192139,0.0034113808998192667,0.002186934153238932,1.882785680545868e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.8867924528301887,0.9238095238095239,0.8380952380952381,0.8828990715783168,0.03510084051279373,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.05
8,0.5595211982727051,0.0036872674252255025,0.002398967742919922,0.0002414492468088387,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.8867924528301887,0.9238095238095239,0.8285714285714286,0.8797244684037137,0.03920068876125175,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.05
9,0.6127088864644369,0.00166666083620729,0.0024665196736653647,9.474898186146073e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.8867924528301887,0.9142857142857143,0.8380952380952381,0.8797244684037137,0.03150359205363253,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.05
10,0.6592920621236166,0.0017706292855046407,0.0023934046427408853,4.207725812505085e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8380952380952381,0.8828691224917641,0.032507026058848615,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.05
11,0.7164546648661295,0.005348611596417126,0.002756913503011068,0.00024664224995614556,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8476190476190476,0.8860437256663672,0.028152874146950106,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.05
12,0.7654562791188558,0.002532477271500037,0.0025330384572347007,3.159163630799062e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8476190476190476,0.8860437256663672,0.028152874146950106,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.05
13,0.8133173783620199,0.0011791398022750353,0.002565145492553711,4.830472599043515e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8476190476190476,0.8860437256663672,0.028152874146950106,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.05
14,0.8632819652557373,0.005453225603153687,0.0026721954345703125,7.219557084075816e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8476190476190476,0.8860437256663672,0.028152874146950106,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.05
15,0.91702667872111,0.00468783908524929,0.0027709007263183594,5.602616786026323e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8476190476190476,0.8860437256663672,0.028152874146950106,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.05
16,0.9746430714925131,0.003115443330009262,0.0028568108876546225,5.5882362885201575e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8476190476190476,0.8860437256663672,0.028152874146950106,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.05
17,1.0230664412180583,0.0008643872809963492,0.0029347737630208335,5.986168855667367e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8476190476190476,0.8860437256663672,0.028152874146950106,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.05
18,1.0717671712239583,0.0032186433199414485,0.002967993418375651,3.872000589512329e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8476190476190476,0.8860437256663672,0.028152874146950106,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.05
19,1.124682346979777,0.002176139459322898,0.0029949347178141275,2.2962843578784248e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8476190476190476,0.8828691224917641,0.02516796217237783,54,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.05
20,1.170132080713908,0.00031802824176204456,0.0030594666798909507,7.154605713463019e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8571428571428571,0.8860437256663672,0.02073095587161366,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.05
21,1.2183757623036702,0.009220248854347095,0.003116130828857422,5.644565105267954e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8571428571428571,0.8860437256663672,0.02073095587161366,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.05
22,0.15222454071044922,0.0007616219469564993,0.0016967455546061199,0.00010073974178429463,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.8584905660377359,0.8952380952380953,0.8571428571428571,0.8702905061395628,0.017649187539152202,64,0.9952380952380953,0.990521327014218,0.995260663507109,0.9936733619198074,0.0022288442993671255,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.1
23,0.20376173655192056,0.000870879798525397,0.0017170906066894531,4.690285924680759e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.8679245283018868,0.9142857142857143,0.8476190476190476,0.8766097634022163,0.027900849361887487,61,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.1
24,0.252853790918986,0.0013739081207825798,0.0018066565195719402,4.273674736665383e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.8773584905660378,0.9142857142857143,0.8666666666666667,0.8861036238394728,0.020400186943814784,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.1
25,0.3042873541514079,0.0015098223222853408,0.0018777847290039062,6.330181647609964e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.8773584905660378,0.9142857142857143,0.8380952380952381,0.8765798143156633,0.031109504636151,62,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.1
26,0.3547036647796631,0.0019624067511747174,0.0020247300465901694,3.7533240383585e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.8867924528301887,0.9142857142857143,0.8476190476190476,0.8828990715783168,0.0273554372936525,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.1
27,0.4065825939178467,0.0013995699815638112,0.002060969670613607,8.33579759436134e-05,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.8867924528301887,0.9142857142857143,0.8476190476190476,0.8828990715783168,0.0273554372936525,49,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.1
28,0.45978514353434247,0.002694098747639193,0.002165635426839193,3.343777482504447e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8571428571428571,0.8892183288409704,0.023848989989979915,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.1
29,0.5052022139231364,0.0016106332049035466,0.0022478103637695312,7.866825658311276e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.8962264150943396,0.8952380952380953,0.8476190476190476,0.8796945193171609,0.02268437211719277,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.1
30,0.5595894654591879,0.004073239583629716,0.002237558364868164,2.6468399831746e-05,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8666666666666667,0.8892183288409704,0.01632271926047081,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.1
31,0.6123220125834147,0.007233407861370894,0.0023866494496663413,3.882165818114609e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.8962264150943396,0.8952380952380953,0.8666666666666667,0.8860437256663672,0.01370758927609003,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.1
32,0.6588110129038492,0.0035452733274489176,0.0023822784423828125,5.262339678161889e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.8962264150943396,0.8952380952380953,0.8666666666666667,0.8860437256663672,0.01370758927609003,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.1
33,0.7111090819040934,0.0029488703258818017,0.0025571187337239585,5.423112881458321e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.8962264150943396,0.8952380952380953,0.8666666666666667,0.8860437256663672,0.01370758927609003,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.1
34,0.7541857560475668,0.0013285140820923145,0.0025822321573893228,3.2096804509040596e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.8962264150943396,0.8952380952380953,0.8666666666666667,0.8860437256663672,0.01370758927609003,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.1
35,0.807842493057251,0.0012613621095903145,0.0027174949645996094,7.61634485481419e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8571428571428571,0.8860437256663672,0.02073095587161366,34,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.1
36,0.8602300484975179,0.0013836444072970009,0.0026743412017822266,3.3534910149607164e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.8962264150943396,0.9238095238095239,0.8571428571428571,0.8923929320155736,0.027351207231095593,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.1
37,0.9140257040659586,0.0027479196734253144,0.002820253372192383,3.96439748294264e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.9056603773584906,0.9238095238095239,0.8571428571428571,0.8955375861036239,0.02814207156794869,15,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.1
38,0.9667502244313558,0.007434573868436164,0.002831617991129557,6.556477209447619e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.9056603773584906,0.9238095238095239,0.8571428571428571,0.8955375861036239,0.02814207156794869,15,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.1
39,1.0146336555480957,0.0033505439398633665,0.0028886795043945312,8.699654048533192e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8571428571428571,0.8892183288409704,0.023848989989979915,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.1
40,1.07283353805542,0.004315456491501196,0.003084580103556315,8.042433513304233e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8571428571428571,0.8892183288409704,0.023848989989979915,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.1
41,1.125519593556722,0.010154990417237745,0.003342151641845703,0.000306799661026027,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.8962264150943396,0.9238095238095239,0.8666666666666667,0.8955675351901767,0.023333125560860573,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.1
42,1.174764633178711,0.00811771297804836,0.0031914710998535156,7.544758352879096e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.8962264150943396,0.9142857142857143,0.8571428571428571,0.8892183288409704,0.023848989989979915,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.1
43,1.228454828262329,0.0010457035617853954,0.00329438845316569,5.684182051904377e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.8962264150943396,0.9238095238095239,0.8571428571428571,0.8923929320155736,0.027351207231095593,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.1
44,0.15355324745178223,0.0003265224045259133,0.0016252199808756511,3.952926036658569e-06,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9245283018867925,0.9047619047619048,0.8571428571428571,0.8954776879305181,0.028282468686021082,17,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.5
45,0.20566789309183756,0.0019703318770520417,0.0017289320627848308,1.1589421160379856e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.8867924528301887,0.8952380952380953,0.8761904761904762,0.88607367475292,0.007792750019048771,33,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.5
46,0.2554891109466553,0.004252724803495725,0.0017778873443603516,1.1305834830372779e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9056603773584906,0.8857142857142857,0.8761904761904762,0.8891883797544174,0.012279271578908733,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.5
47,0.3040037949879964,0.0019065998647476165,0.0018447240193684895,1.9032049202645695e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9150943396226415,0.8857142857142857,0.8761904761904762,0.8923330338424678,0.016557647127040297,22,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.5
48,0.3560623327891032,0.001408701877103252,0.002192974090576172,0.00021142373846185335,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.9056603773584906,0.8857142857142857,0.8761904761904762,0.8891883797544174,0.012279271578908733,30,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.5
49,0.4089677333831787,0.003397078313656372,0.002221266428629557,0.00017004335912308054,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.8962264150943396,0.8952380952380953,0.8761904761904762,0.8892183288409704,0.009220914724935662,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.5
50,0.460452397664388,0.0021033425718503937,0.0021604696909586587,5.081293539411475e-06,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.8962264150943396,0.8952380952380953,0.8857142857142857,0.8923929320155736,0.004739720902320529,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.5
51,0.5068918863932291,0.007526157251863968,0.002239386240641276,2.3692244412783062e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.8962264150943396,0.8952380952380953,0.8857142857142857,0.8923929320155736,0.004739720902320529,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.5
52,0.5391520659128824,0.015909189058394925,0.0022563934326171875,2.7579028988892722e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.8962264150943396,0.8857142857142857,0.8857142857142857,0.8892183288409704,0.004955465312897666,23,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.5
53,0.5562503337860107,0.02521196000413388,0.0023376146952311196,9.165126357555212e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.5
54,0.5733029842376709,0.020840851948331473,0.002305189768473307,2.1524971340260062e-05,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.5
55,0.5862927436828613,0.020328660170802284,0.002318302790323893,1.032719156662322e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.5
56,0.6023146311442057,0.020027513595844093,0.002330303192138672,2.766546018331329e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.5
57,0.614932139714559,0.022791887449065372,0.00235136349995931,1.0903722690672871e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.5
58,0.6271801789601644,0.02311346369854905,0.0024166107177734375,2.5436033367522475e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.5
59,0.6405000686645508,0.02320832129579649,0.0024562676747639975,4.675976679310485e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.5
60,0.6537739435831705,0.02432806110497688,0.0024541219075520835,5.8439415098272535e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.5
61,0.6726337273915609,0.02717845633945105,0.0024306774139404297,1.960935442045656e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.5
62,0.6818231741587321,0.02236446970743455,0.002475102742513021,3.7145550011886185e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.5
63,0.7048980394999186,0.01697274988020022,0.0024700164794921875,3.104999644914437e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.5
64,0.715128501256307,0.016976365951401902,0.0026858647664388022,0.00025621189654368185,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.5
65,0.7242906093597412,0.016069412256206887,0.002627770105997721,0.0001853809689311111,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.8962264150943396,0.9047619047619048,0.8857142857142857,0.8955675351901767,0.007790102262567449,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-7,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.5
0,0.0044108231862386065,0.0003000095506373488,0.0012713273366292317,5.010207589276256e-05,42,{'random_state': 42},0.875,0.8666666666666667,0.85,0.8638888888888889,0.010393492741038738,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,,
0,0.021535952885945637,0.0035166673839814983,0.002857367197672526,0.0004562558539704088,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.7833333333333333,0.8,0.6916666666666667,0.7583333333333334,0.04762896722078404,456,0.8708333333333333,0.8291666666666667,0.8333333333333334,0.8444444444444446,0.018737135504488932,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,10,
1,0.030723969141642254,0.0004762783087069624,0.003521124521891276,3.429325264357156e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.7833333333333333,0.8333333333333334,0.725,0.7805555555555556,0.04427049291808121,427,0.9166666666666666,0.8791666666666667,0.85,0.8819444444444445,0.027287337089428466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,20,
2,0.046531995137532554,0.0014708900724618274,0.004569053649902344,8.487366551855032e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8083333333333333,0.8333333333333334,0.7416666666666667,0.7944444444444444,0.038689967436622556,365,0.9166666666666666,0.8958333333333334,0.8666666666666667,0.8930555555555556,0.020506698694768587,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,30,
3,0.060950517654418945,0.0016698034703110317,0.005626201629638672,7.426601605606063e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.7833333333333333,0.8083333333333333,0.75,0.7805555555555556,0.023895347964007302,427,0.925,0.8666666666666667,0.8666666666666667,0.8861111111111111,0.027498597046143523,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,40,
4,0.07468072573343913,0.0008831981125214171,0.0067586104075113935,8.104603111380651e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.8166666666666667,0.8083333333333333,0.7583333333333333,0.7944444444444444,0.025760051376376967,365,0.9208333333333333,0.8708333333333333,0.8708333333333333,0.8874999999999998,0.023570226039551553,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,50,
5,0.08940482139587402,0.0007091420138966587,0.0077056884765625,9.823829175708555e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.8083333333333333,0.8083333333333333,0.7666666666666667,0.7944444444444444,0.019641855032959635,365,0.9208333333333333,0.8666666666666667,0.8708333333333333,0.8861111111111111,0.024611173814818504,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,60,
6,0.10667816797892253,0.0017707521306831802,0.008855501810709635,0.00015074947815040926,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8416666666666667,0.8083333333333333,0.7916666666666666,0.8138888888888888,0.02078698548207747,316,0.925,0.8708333333333333,0.875,0.8902777777777778,0.02461117381481856,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,70,
7,0.11841400464375813,0.0005308343603266184,0.009801069895426432,0.00012858291190104005,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.825,0.8166666666666667,0.8,0.8138888888888888,0.01039349274103869,316,0.9208333333333333,0.8791666666666667,0.8875,0.8958333333333334,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,80,
8,0.13538606961568198,0.0026304928623209797,0.010876814524332682,3.4459160701627125e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8416666666666667,0.8083333333333333,0.8,0.8166666666666668,0.018002057495577376,306,0.9166666666666666,0.8833333333333333,0.9041666666666667,0.9013888888888889,0.013749298523071756,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,90,
9,0.14923365910847983,0.0005702132879473285,0.012145439783732096,0.000543792460318976,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.8416666666666667,0.8083333333333333,0.8083333333333333,0.8194444444444443,0.01571348402636772,302,0.9208333333333333,0.8833333333333333,0.8958333333333334,0.9,0.015590239111558074,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,100,
10,0.16424179077148438,0.0015759202004599357,0.013055245081583658,0.0001254493124541696,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.85,0.8083333333333333,0.7833333333333333,0.8138888888888888,0.027498597046143505,316,0.9208333333333333,0.8791666666666667,0.8916666666666667,0.8972222222222221,0.017458062624967387,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,110,
11,0.17742522557576498,0.00040771818626107444,0.014198859532674154,0.0001786326796629722,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8583333333333333,0.8416666666666667,0.7666666666666667,0.8222222222222223,0.03986861137335364,296,0.9291666666666667,0.8791666666666667,0.9,0.9027777777777778,0.02050669869476863,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,120,
12,0.191607395807902,0.001791107959554493,0.015025854110717773,2.845350359847099e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.75,0.8166666666666668,0.04906533814626583,306,0.9333333333333333,0.8791666666666667,0.8875,0.9,0.02381448361039203,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,130,
13,0.20808911323547363,0.0022282465453323935,0.01617749532063802,0.0003996537060176477,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8583333333333333,0.8333333333333334,0.7666666666666667,0.8194444444444445,0.03868996743662252,298,0.9375,0.8833333333333333,0.8875,0.9027777777777777,0.02461117381481856,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,140,
14,0.2209796905517578,0.0008182107650570665,0.017159064610799152,0.00013993638366519796,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8583333333333333,0.8416666666666667,0.7583333333333333,0.8194444444444443,0.04374448818895451,302,0.9291666666666667,0.8833333333333333,0.8875,0.9,0.020693978369099114,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,150,
15,0.23882770538330078,0.003389139303389381,0.018194119135538738,9.354283060517358e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8666666666666667,0.85,0.7666666666666667,0.8277777777777778,0.04374448818895449,288,0.9375,0.8833333333333333,0.8833333333333333,0.9013888888888889,0.025534411542847562,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,160,
16,0.2549121379852295,0.0033824279711755388,0.01987767219543457,0.0005602640797866056,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8666666666666667,0.85,0.775,0.8305555555555556,0.03986861137335367,285,0.9416666666666667,0.8833333333333333,0.8833333333333333,0.9027777777777777,0.027498597046143523,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,170,
17,0.26890118916829425,0.003379836590642713,0.02055946985880534,0.0006325888272492283,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.875,0.8416666666666667,0.7666666666666667,0.8277777777777778,0.04530418452861134,288,0.9583333333333334,0.8833333333333333,0.8833333333333333,0.9083333333333333,0.03535533905932741,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,180,
18,0.2811098098754883,0.0019117793833927463,0.02175458272298177,0.00013228032493224688,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.875,0.8416666666666667,0.775,0.8305555555555556,0.0415739709641549,285,0.9541666666666667,0.8833333333333333,0.8833333333333333,0.9069444444444444,0.03339115355603145,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,190,
19,0.29949474334716797,0.003389434196653819,0.02254350980122884,0.00016761965974406345,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8583333333333333,0.85,0.775,0.8277777777777778,0.037474271008977864,288,0.95,0.8875,0.8833333333333333,0.9069444444444444,0.03049235888902798,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,200,
20,0.3111135959625244,0.0023579924924766998,0.02396694819132487,0.0008955383811732999,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.8583333333333333,0.85,0.7916666666666666,0.8333333333333334,0.029658550700086973,276,0.9458333333333333,0.8875,0.8875,0.9069444444444444,0.027498597046143523,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,210,
21,0.3256380558013916,0.0017766151795812507,0.025669336318969727,0.0017330929407100813,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8583333333333333,0.85,0.7833333333333333,0.8305555555555556,0.03356401659331824,285,0.95,0.8875,0.8916666666666667,0.9097222222222222,0.028531442478019614,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,220,
22,0.34003710746765137,0.00040021160757209353,0.025412321090698242,0.00011609801624441036,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.8666666666666667,0.85,0.7833333333333333,0.8333333333333334,0.03600411499115479,276,0.9458333333333333,0.8958333333333334,0.8875,0.9097222222222223,0.025760051376376946,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,230,
23,0.3528299331665039,0.003250007691976947,0.02645262082417806,0.00014828413237972772,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.775,0.8250000000000001,0.037883838047182934,291,0.9375,0.8958333333333334,0.8833333333333333,0.9055555555555556,0.02315740555629593,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,240,
24,0.015932321548461914,0.00043373418251611563,0.0024329821268717446,1.512199583856581e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.775,0.7833333333333333,0.6916666666666667,0.75,0.04138795673819817,472,0.8833333333333333,0.85,0.825,0.8527777777777779,0.023895347964007302,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,10,
25,0.03012228012084961,0.0001436554542319178,0.0035103162129720054,4.220674813040485e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.775,0.8166666666666667,0.7416666666666667,0.7777777777777778,0.030681558381075707,433,0.925,0.8833333333333333,0.8583333333333333,0.8888888888888888,0.027498597046143554,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,20,
26,0.0444798469543457,0.00023855737778566934,0.004567941029866536,6.162719305650965e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8,0.8166666666666667,0.75,0.7888888888888889,0.028327886186626582,390,0.9166666666666666,0.8875,0.8583333333333333,0.8875000000000001,0.023814483610392016,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,30,
27,0.06047630310058594,0.0009445926864991386,0.005653937657674153,2.187078082232709e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.7916666666666666,0.7916666666666666,0.75,0.7777777777777777,0.019641855032959635,440,0.925,0.875,0.8625,0.8875000000000001,0.02700308624336609,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,40,
28,0.07430942853291829,0.0002515108718687079,0.00681296984354655,0.00010702849340573233,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8166666666666667,0.8,0.7666666666666667,0.7944444444444444,0.020786985482077427,365,0.9083333333333333,0.8708333333333333,0.875,0.8847222222222223,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,50,
29,0.08945457140604655,0.001664711688408499,0.008446693420410156,0.0007720765946402128,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8083333333333333,0.8,0.775,0.7944444444444444,0.014163943093313291,365,0.9125,0.8708333333333333,0.8666666666666667,0.8833333333333333,0.020693978369099062,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,60,
30,0.1049348513285319,0.0014305651221988753,0.008970499038696289,6.921561411416845e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8416666666666667,0.8,0.775,0.8055555555555555,0.027498597046143505,334,0.9208333333333333,0.8791666666666667,0.875,0.8916666666666666,0.020693978369099062,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,70,
31,0.11956826845804851,0.0023856495602390753,0.009951432545979818,0.0002639729287644004,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.825,0.8,0.8,0.8083333333333332,0.01178511301977575,326,0.9166666666666666,0.8791666666666667,0.8791666666666667,0.8916666666666666,0.017677669529663678,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,80,
32,0.1323718229929606,0.001101291424822221,0.010826349258422852,2.4533569135183104e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.825,0.8,0.8,0.8083333333333332,0.01178511301977575,326,0.9166666666666666,0.8833333333333333,0.9,0.8999999999999999,0.01360827634879543,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,90,
33,0.15145770708719888,0.0035784440496446704,0.012005011240641275,0.00010279322101113279,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8416666666666667,0.8,0.8,0.8138888888888888,0.019641855032959635,316,0.9166666666666666,0.8791666666666667,0.8916666666666667,0.8958333333333334,0.015590239111558074,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,100,
34,0.16093937555948892,0.0006950295207961677,0.012777090072631836,0.00021867788813599375,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8416666666666667,0.8,0.7833333333333333,0.8083333333333332,0.02453266907313291,326,0.925,0.8833333333333333,0.8916666666666667,0.9,0.01800205749557741,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,110,
35,0.1805558999379476,0.0014357663215900142,0.014503876368204752,0.00044552619823642843,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8666666666666667,0.8166666666666667,0.7666666666666667,0.8166666666666668,0.04082482904638629,306,0.9291666666666667,0.8791666666666667,0.8916666666666667,0.9,0.02124591463996995,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,120,
36,0.19172445933024088,0.00144337340119957,0.015628576278686523,0.0006692918977325435,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.8666666666666667,0.8166666666666667,0.7333333333333333,0.8055555555555555,0.05499719409228706,334,0.9291666666666667,0.8833333333333333,0.8916666666666667,0.9013888888888889,0.019934305686676854,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,130,
37,0.2083741029103597,0.002009080623890069,0.020084698994954426,0.002730906930659078,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.7416666666666667,0.813888888888889,0.052850826640112356,315,0.9375,0.8791666666666667,0.8875,0.9013888888888889,0.025760051376376967,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,140,
38,0.22116875648498535,0.002711643840357726,0.019155263900756836,0.0030201916528663467,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.8583333333333333,0.825,0.75,0.811111111111111,0.04530418452861134,325,0.9291666666666667,0.8791666666666667,0.8833333333333333,0.8972222222222221,0.022652092264305704,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,150,
39,0.23503907521565756,0.0013468735811171496,0.019197702407836914,0.0013934851626212098,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.8666666666666667,0.85,0.7583333333333333,0.8250000000000001,0.04762896722078404,291,0.9375,0.8791666666666667,0.8875,0.9013888888888889,0.025760051376376967,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,160,
40,0.25055400530497235,0.0005450684074939112,0.019424835840861004,0.0002434245000672813,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.8666666666666667,0.8416666666666667,0.7583333333333333,0.8222222222222223,0.04631481111259187,296,0.9416666666666667,0.8833333333333333,0.8875,0.9041666666666667,0.02657100898570694,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,170,
41,0.26422921816507977,0.002230216379932326,0.020268758138020832,0.0002848130113123337,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.875,0.8416666666666667,0.7583333333333333,0.8250000000000001,0.04906533814626583,291,0.95,0.8916666666666667,0.8875,0.9097222222222223,0.028531442478019614,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,180,
42,0.28067461649576825,0.003297214032166796,0.021306435267130535,0.0002935072046555475,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.875,0.8416666666666667,0.7583333333333333,0.8250000000000001,0.04906533814626583,291,0.9458333333333333,0.8916666666666667,0.8875,0.9083333333333332,0.02657100898570692,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,190,
43,0.2962071895599365,0.0032391880705603423,0.02267177899678548,0.0005413197566568993,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.8583333333333333,0.8416666666666667,0.7583333333333333,0.8194444444444443,0.04374448818895451,302,0.9375,0.8875,0.8833333333333333,0.9027777777777777,0.02461117381481856,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,200,
44,0.3077890872955322,0.0029012341154400177,0.02351101239522298,0.00022909452018393277,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.8583333333333333,0.85,0.7666666666666667,0.8250000000000001,0.041387956738198124,291,0.9458333333333333,0.8875,0.8833333333333333,0.9055555555555556,0.02853144247801964,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,210,
45,0.32402873039245605,0.004184786864868097,0.024601856867472332,0.00021401387440883376,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.8583333333333333,0.8333333333333334,0.7583333333333333,0.8166666666666668,0.04249182927993988,306,0.9458333333333333,0.8916666666666667,0.8833333333333333,0.9069444444444444,0.027708246310083326,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,220,
46,0.33988483746846515,0.0021100775238468983,0.026638587315877277,0.0012188873926525224,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.7583333333333333,0.8194444444444445,0.04530418452861139,298,0.9375,0.8875,0.8833333333333333,0.9027777777777777,0.02461117381481856,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,230,
47,0.3509057362874349,0.0015074641252325058,0.026667197545369465,0.00016082569782816338,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.7583333333333333,0.8194444444444445,0.04530418452861139,298,0.925,0.8875,0.8833333333333333,0.8986111111111111,0.018737135504488984,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,240,
48,0.01613767941792806,0.0008947879731520344,0.0027410189310709634,0.00034870928552030824,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.7833333333333333,0.7833333333333333,0.6666666666666666,0.7444444444444445,0.054997194092287045,476,0.8625,0.8125,0.7916666666666666,0.8222222222222223,0.029723520220878777,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,10,
49,0.03123609224955241,0.001659718801436811,0.003486156463623047,4.894495933668648e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.775,0.7916666666666666,0.7166666666666667,0.7611111111111111,0.03215510250775062,452,0.8916666666666667,0.8541666666666666,0.8458333333333333,0.8638888888888889,0.01993430568667687,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,20,
50,0.04637924830118815,0.00042391803726781325,0.004672129948933919,5.944527406591587e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8083333333333333,0.7916666666666666,0.725,0.775,0.03600411499115479,442,0.8791666666666667,0.875,0.85,0.8680555555555555,0.012880025688188483,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,30,
51,0.06027976671854655,0.001163058277372671,0.005834261576334636,0.00037281857788040674,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.7833333333333333,0.7916666666666666,0.7583333333333333,0.7777777777777777,0.014163943093313291,440,0.8875,0.8708333333333333,0.8666666666666667,0.875,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,40,
52,0.07243680953979492,0.00024883796328724084,0.006470680236816406,0.0001994126876451933,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.7916666666666666,0.7833333333333333,0.7333333333333333,0.7694444444444444,0.025760051376376967,445,0.8958333333333334,0.8666666666666667,0.8625,0.875,0.014829275350043487,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,50,
53,0.08925374348958333,0.0012832098180991028,0.007877747217814127,0.00021679878582125147,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.7916666666666666,0.7833333333333333,0.7416666666666667,0.7722222222222221,0.021872244094477227,444,0.9083333333333333,0.8541666666666666,0.8458333333333333,0.8694444444444445,0.027708246310083343,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,60,
54,0.10378273328145345,0.000911680855400713,0.008771340052286783,0.0002275101578705249,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.7916666666666666,0.8,0.75,0.7805555555555556,0.02187224409447726,427,0.9083333333333333,0.8625,0.8708333333333333,0.8805555555555555,0.01993430568667682,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,70,
55,0.11645007133483887,0.000547258917779879,0.009870052337646484,0.00012633995250341511,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8333333333333334,0.8,0.7833333333333333,0.8055555555555555,0.02078698548207747,334,0.9041666666666667,0.8625,0.8666666666666667,0.8777777777777778,0.018737135504488932,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,80,
56,0.13290898005167642,0.001164198358476529,0.011080344518025717,0.0001738992203533304,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8333333333333334,0.8,0.7916666666666666,0.8083333333333332,0.01800205749557741,326,0.9166666666666666,0.8625,0.875,0.8847222222222223,0.023157405556295894,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,90,
57,0.14725232124328613,0.0016910067945989902,0.012076854705810547,9.679578988572714e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8333333333333334,0.8,0.7583333333333333,0.7972222222222222,0.030681558381075752,348,0.9208333333333333,0.8666666666666667,0.8833333333333333,0.8902777777777778,0.022652092264305652,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,100,
58,0.16266131401062012,0.00048233675447089357,0.01459352175394694,0.0026797362785634733,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8333333333333334,0.8,0.7583333333333333,0.7972222222222222,0.030681558381075752,348,0.9208333333333333,0.8625,0.875,0.8861111111111111,0.025077041785094113,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,110,
59,0.17458081245422363,0.001622700891887403,0.01395122210184733,0.00023356076991892688,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8833333333333333,0.8083333333333333,0.75,0.8138888888888888,0.05457467417885693,316,0.925,0.8583333333333333,0.8791666666666667,0.8874999999999998,0.027847135633004793,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,120,
60,0.18880367279052734,0.001975872221635668,0.015064557393391928,0.0003139419184240906,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8666666666666667,0.8166666666666667,0.7333333333333333,0.8055555555555555,0.05499719409228706,334,0.9208333333333333,0.8583333333333333,0.875,0.8847222222222223,0.02642541332005617,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,130,
61,0.2086169719696045,0.001799172704708707,0.016225337982177734,0.00015541782828941663,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.875,0.8166666666666667,0.7333333333333333,0.8083333333333332,0.058134582045712105,326,0.925,0.8583333333333333,0.8791666666666667,0.8874999999999998,0.027847135633004793,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,140,
62,0.21909483273824057,0.002361702931829684,0.01716438929239909,0.0006946886365310467,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8666666666666667,0.825,0.75,0.8138888888888888,0.04827263110272992,316,0.925,0.8625,0.8708333333333333,0.8861111111111111,0.027708246310083343,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,150,
63,0.23460046450297037,0.002102931612342796,0.018344958623250324,0.0004176595107507763,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8833333333333333,0.825,0.75,0.8194444444444443,0.05457467417885693,302,0.9208333333333333,0.8625,0.8708333333333333,0.8847222222222223,0.025760051376376915,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,160,
64,0.24766914049784342,0.00209075567725742,0.019219001134236652,0.0004542563409166602,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8583333333333333,0.825,0.7416666666666667,0.8083333333333332,0.04906533814626578,326,0.9208333333333333,0.8625,0.8666666666666667,0.8833333333333333,0.02657100898570689,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,170,
65,0.2628343105316162,0.002107446084012113,0.02162488301595052,0.001759139269486789,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8833333333333333,0.825,0.7416666666666667,0.8166666666666668,0.058134582045712056,306,0.925,0.8625,0.8666666666666667,0.8847222222222223,0.02853144247801964,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,180,
66,0.2788974444071452,0.0015197980600359631,0.021584828694661457,0.00011510529215634824,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8833333333333333,0.8333333333333334,0.7416666666666667,0.8194444444444445,0.058663089116507965,298,0.9208333333333333,0.8625,0.8666666666666667,0.8833333333333333,0.02657100898570689,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,190,
67,0.29512778917948407,0.002097838654223905,0.022761106491088867,0.00017222019913124296,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.75,0.8166666666666668,0.04906533814626583,306,0.9208333333333333,0.8625,0.8666666666666667,0.8833333333333333,0.02657100898570689,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,200,
68,0.31155745188395184,0.0013696131245706394,0.02525218327840169,0.0006548307180012332,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.75,0.8166666666666668,0.04906533814626583,306,0.9208333333333333,0.8583333333333333,0.875,0.8847222222222223,0.02642541332005617,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,210,
69,0.32259901364644367,0.002887704999435078,0.02498141924540202,0.0002622668910918182,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.75,0.8166666666666668,0.04906533814626583,306,0.9291666666666667,0.8625,0.8708333333333333,0.8875000000000001,0.029658550700086973,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,220,
70,0.3390215237935384,0.0032995492370629315,0.027354876200358074,0.0021489614829665895,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8666666666666667,0.825,0.75,0.8138888888888888,0.04827263110272992,316,0.9166666666666666,0.8625,0.8666666666666667,0.8819444444444445,0.024611173814818508,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,230,
71,0.3514099915822347,0.003739548731584039,0.02630774180094401,0.00047033221451349405,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8666666666666667,0.8333333333333334,0.75,0.8166666666666668,0.04906533814626583,306,0.9208333333333333,0.8625,0.8666666666666667,0.8833333333333333,0.02657100898570689,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,240,
72,0.015453656514485678,0.00010633082542005737,0.0024106502532958984,4.7231356378852e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8083333333333333,0.8083333333333333,0.6833333333333333,0.7666666666666666,0.05892556509887896,447,0.8541666666666666,0.8291666666666667,0.7708333333333334,0.8180555555555555,0.034916125249934794,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,10,
73,0.029840548833211262,0.0003662818318804879,0.0034966468811035156,6.298583879836413e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.7833333333333333,0.8166666666666667,0.6916666666666667,0.763888888888889,0.052850826640112356,449,0.8708333333333333,0.8458333333333333,0.7833333333333333,0.8333333333333334,0.03679900360969937,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,20,
74,0.04510148366292318,0.0006610628044153194,0.004689772923787435,0.00024093463275016094,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.775,0.8166666666666667,0.7083333333333334,0.7666666666666667,0.044617717789469456,446,0.8625,0.8666666666666667,0.8125,0.8472222222222223,0.02461117381481856,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,30,
75,0.05945563316345215,0.0009418349492289674,0.005725542704264323,4.466572685877114e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7833333333333333,0.8166666666666667,0.7416666666666667,0.7805555555555556,0.030681558381075707,427,0.8666666666666667,0.8416666666666667,0.8583333333333333,0.8555555555555556,0.010393492741038728,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,40,
76,0.07484253247578938,0.0010277082624377465,0.007123390833536784,0.000612634754804978,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.7916666666666666,0.8083333333333333,0.7416666666666667,0.7805555555555556,0.02832788618662657,427,0.8666666666666667,0.8541666666666666,0.8416666666666667,0.8541666666666666,0.010206207261596585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,50,
77,0.08900944391886394,0.0014065108012042964,0.008032560348510742,0.00033448305463347727,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.775,0.7916666666666666,0.725,0.7638888888888888,0.028327886186626582,451,0.8708333333333333,0.8416666666666667,0.8458333333333333,0.8527777777777777,0.012880025688188483,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,60,
78,0.10313725471496582,0.0012406933738921835,0.009133338928222656,0.0005015844529194161,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8,0.7916666666666666,0.7583333333333333,0.7833333333333333,0.01800205749557741,418,0.8791666666666667,0.8541666666666666,0.8666666666666667,0.8666666666666667,0.010206207261596585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,70,
79,0.11717621485392253,0.0011986956263933801,0.009969631830851236,0.0003338750841485225,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.7916666666666666,0.8083333333333333,0.775,0.7916666666666666,0.01360827634879543,380,0.8833333333333333,0.85,0.8791666666666667,0.8708333333333332,0.014829275350043487,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,80,
80,0.1305242379506429,0.00016388247913200047,0.01078502337137858,0.00021131530026442157,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.7916666666666666,0.8166666666666667,0.7666666666666667,0.7916666666666666,0.020412414523193124,380,0.8791666666666667,0.85,0.8791666666666667,0.8694444444444445,0.013749298523071761,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,90,
81,0.1471418539683024,0.0018262039915232155,0.012080907821655273,0.00020644387447325656,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8,0.825,0.7583333333333333,0.7944444444444444,0.027498597046143512,365,0.8916666666666667,0.8541666666666666,0.875,0.8736111111111112,0.015340779190537899,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,100,
82,0.15979790687561035,0.0012435214174412272,0.012951532999674479,8.10146971062362e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8,0.825,0.7333333333333333,0.7861111111111111,0.03868996743662257,407,0.8833333333333333,0.8583333333333333,0.85,0.8638888888888889,0.014163943093313291,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,110,
83,0.17752536137898764,0.0031566092510594613,0.014053583145141602,0.00020318327303782562,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8,0.825,0.7416666666666667,0.7888888888888889,0.034916125249934794,390,0.8875,0.8583333333333333,0.8708333333333333,0.8722222222222221,0.01194767398200365,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,120,
84,0.19142953554789224,0.0028472826170429922,0.015563646952311197,0.0009453259948118268,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8,0.825,0.7583333333333333,0.7944444444444444,0.027498597046143512,365,0.8833333333333333,0.8541666666666666,0.8708333333333333,0.8694444444444445,0.011947673982003653,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,130,
85,0.20355892181396484,0.0013824377249800862,0.01612226168314616,0.00012792607763645062,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8,0.825,0.7333333333333333,0.7861111111111111,0.03868996743662257,407,0.8833333333333333,0.8583333333333333,0.8583333333333333,0.8666666666666667,0.011785113019775804,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,140,
86,0.224200169245402,0.002207671095287438,0.018526156743367512,0.001709537683216258,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8,0.8333333333333334,0.7166666666666667,0.7833333333333333,0.04906533814626583,418,0.8875,0.8625,0.8583333333333333,0.8694444444444445,0.012880025688188464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,150,
87,0.23452202479044595,0.0012465771185628239,0.018755356470743816,0.000636086182964829,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8166666666666667,0.8416666666666667,0.7166666666666667,0.7916666666666666,0.05400617248673217,380,0.8833333333333333,0.8625,0.85,0.8652777777777777,0.01374929852307175,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,160,
88,0.24923030535380045,0.00278335375890076,0.020666996637980144,0.0010593687960281212,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8,0.825,0.7083333333333334,0.7777777777777778,0.050154083570188274,433,0.8875,0.8541666666666666,0.8333333333333334,0.8583333333333334,0.022308858894734707,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,170,
89,0.26662453015645343,0.0035643247473842125,0.02050471305847168,9.746470640758964e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8,0.8416666666666667,0.7166666666666667,0.7861111111111111,0.05196746370519363,407,0.8875,0.8625,0.8583333333333333,0.8694444444444445,0.012880025688188464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,180,
90,0.277817964553833,0.00185775808852304,0.021243174870808918,0.00028117556164876557,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8083333333333333,0.8333333333333334,0.7166666666666667,0.7861111111111111,0.05015408357018831,407,0.8916666666666667,0.8625,0.8458333333333333,0.8666666666666667,0.018941919023591488,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,190,
91,0.2897939682006836,0.0014539808437300738,0.022362629572550457,2.5756073652179355e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8166666666666667,0.8333333333333334,0.725,0.7916666666666666,0.04762896722078404,380,0.8875,0.8666666666666667,0.8416666666666667,0.8652777777777777,0.01873713550448893,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,200,
92,0.307436466217041,0.0012579965587725438,0.024324893951416016,0.0010146229936860763,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8,0.8333333333333334,0.725,0.7861111111111111,0.04530418452861139,407,0.8875,0.8666666666666667,0.8583333333333333,0.8708333333333332,0.01226633453656645,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,210,
93,0.3177615801493327,0.0007219775002675639,0.025157769521077473,0.0015065514668067242,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8083333333333333,0.8333333333333334,0.725,0.7888888888888889,0.04631481111259187,390,0.8875,0.8625,0.8583333333333333,0.8694444444444445,0.012880025688188464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,220,
94,0.33519625663757324,0.003993550471212392,0.025858084360758465,0.0005177397037117002,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8,0.8333333333333334,0.725,0.7861111111111111,0.04530418452861139,407,0.8875,0.8583333333333333,0.8458333333333333,0.8638888888888888,0.017458062624967397,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,230,
95,0.34739963213602704,0.0021292029669557123,0.026866674423217773,0.0005292491138697456,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8,0.8416666666666667,0.725,0.7888888888888889,0.048272631102729925,390,0.8875,0.8583333333333333,0.8583333333333333,0.8680555555555555,0.013749298523071761,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,240,
96,0.015996615091959637,0.00044972701920437135,0.0024836858113606772,9.87249340512337e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7666666666666667,0.8,0.6666666666666666,0.7444444444444445,0.0566557723732532,476,0.8291666666666667,0.7541666666666667,0.775,0.7861111111111111,0.031610574102058475,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,10,
97,0.03013467788696289,0.0005176189799817425,0.0035671393076578775,6.61872000118638e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7583333333333333,0.8166666666666667,0.675,0.75,0.058134582045712056,472,0.85,0.8375,0.7708333333333334,0.8194444444444445,0.03474998889776888,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,20,
98,0.044637838999430336,0.0003221798954512272,0.005439201990763347,0.0013133948466694126,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.775,0.825,0.6833333333333333,0.7611111111111111,0.058663089116507965,452,0.8583333333333333,0.8583333333333333,0.7833333333333333,0.8333333333333334,0.035355339059327355,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,30,
99,0.059358835220336914,0.00037316283033993506,0.005687713623046875,0.00012148964880894983,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7416666666666667,0.8166666666666667,0.6833333333333333,0.7472222222222222,0.05457467417885693,474,0.8333333333333334,0.8375,0.7791666666666667,0.8166666666666668,0.02657100898570694,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,40,
100,0.07456763585408528,0.0003866957444011246,0.00684809684753418,0.00014189504653012457,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.75,0.8083333333333333,0.6666666666666666,0.7416666666666667,0.058134582045712105,478,0.8416666666666667,0.8291666666666667,0.7708333333333334,0.813888888888889,0.030869598292906756,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,50,
101,0.08787624041239421,0.0011849563978331976,0.00872643788655599,0.0014784007843839286,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.775,0.7833333333333333,0.6666666666666666,0.7416666666666667,0.05314201797141388,478,0.8416666666666667,0.8208333333333333,0.7666666666666667,0.8097222222222222,0.03161057410205843,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,60,
102,0.102265199025472,0.000506006474949396,0.008643070856730143,3.826269504931997e-06,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.7833333333333333,0.7916666666666666,0.6666666666666666,0.7472222222222222,0.05706288495603928,474,0.8541666666666666,0.8291666666666667,0.7875,0.8236111111111111,0.027498597046143512,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,70,
103,0.11680054664611816,0.00014113587816884962,0.00982809066772461,0.0001844701518126918,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.7583333333333333,0.7916666666666666,0.6666666666666666,0.7388888888888888,0.052850826640112356,480,0.8416666666666667,0.825,0.7958333333333333,0.8208333333333333,0.018941919023591488,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,80,
104,0.1324782371520996,0.0017804175862720093,0.011048316955566406,0.00045250669697885905,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.825,0.6666666666666666,0.7527777777777778,0.06538112386633234,469,0.8416666666666667,0.8333333333333334,0.8,0.8250000000000001,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,90,
105,0.14514382680257162,0.00011886297360453387,0.011948426564534506,2.6020292967521626e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.775,0.825,0.6666666666666666,0.7555555555555555,0.06608542918539068,465,0.85,0.8458333333333333,0.7916666666666666,0.8291666666666666,0.02657100898570694,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,100,
106,0.1602013905843099,0.0009238574084972989,0.0129853884379069,0.00011964485280858571,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.775,0.8166666666666667,0.6666666666666666,0.7527777777777778,0.06322114820411691,469,0.8625,0.8291666666666667,0.7916666666666666,0.8277777777777778,0.028934259244444004,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,110,
107,0.1735995610555013,0.00045784650379915954,0.014096577962239584,9.834129781701871e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.7833333333333333,0.825,0.6583333333333333,0.7555555555555555,0.07081971546656644,465,0.8583333333333333,0.8458333333333333,0.8,0.8347222222222221,0.025077041785094113,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,120,
108,0.1880029042561849,0.0014590818805565212,0.014787673950195312,0.00027837537936956384,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.7916666666666666,0.825,0.6583333333333333,0.7583333333333333,0.07200822998230953,461,0.85,0.8583333333333333,0.8,0.8361111111111111,0.025760051376376915,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,130,
109,0.20354342460632324,0.0016849285069715535,0.016700188318888348,0.0007289693272459846,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.775,0.825,0.6666666666666666,0.7555555555555555,0.06608542918539068,465,0.8666666666666667,0.8583333333333333,0.7958333333333333,0.8402777777777778,0.031610574102058475,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,140,
110,0.21587506930033365,0.0013591939690645982,0.01717352867126465,0.0002737282727184884,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.7666666666666667,0.8333333333333334,0.6666666666666666,0.7555555555555555,0.06849348892187755,465,0.8625,0.8541666666666666,0.8,0.8388888888888889,0.027708246310083322,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,150,
111,0.23181279500325522,0.00046943019188320476,0.019091288248697918,0.0009777800338274629,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.7833333333333333,0.825,0.6666666666666666,0.7583333333333333,0.06701298934341567,461,0.8625,0.8541666666666666,0.8,0.8388888888888889,0.027708246310083322,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,160,
112,0.24681337674458823,0.002687706367042688,0.01920350392659505,0.00020564753811925596,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.7833333333333333,0.825,0.6666666666666666,0.7583333333333333,0.06701298934341567,461,0.8708333333333333,0.8541666666666666,0.8,0.8416666666666668,0.030238251468162815,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,170,
113,0.26056917508443195,0.0010818247748398137,0.02086337407430013,0.0005830814584899098,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.7833333333333333,0.825,0.6666666666666666,0.7583333333333333,0.06701298934341567,461,0.8666666666666667,0.8541666666666666,0.8,0.8402777777777777,0.02893425924444395,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,180,
114,0.27889227867126465,0.003029561083970259,0.021799802780151367,0.00044038189837842796,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.8,0.8333333333333334,0.6666666666666666,0.7666666666666666,0.07200822998230959,447,0.8708333333333333,0.8541666666666666,0.8,0.8416666666666668,0.030238251468162815,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,190,
115,0.29003341992696124,0.002350555034127883,0.022274017333984375,1.2508836249528472e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.7916666666666666,0.825,0.6666666666666666,0.7611111111111111,0.06815468970214053,452,0.8708333333333333,0.8541666666666666,0.8,0.8416666666666668,0.030238251468162815,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,200,
116,0.3037738800048828,0.0014767686564418926,0.02468140920003255,0.0011865217096164377,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.7666666666666667,0.825,0.6666666666666666,0.7527777777777778,0.06538112386633234,469,0.8708333333333333,0.8541666666666666,0.8,0.8416666666666668,0.030238251468162815,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,210,
117,0.3161776860555013,0.0010640108478331403,0.024680614471435547,0.0003205866206922811,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.775,0.825,0.675,0.7583333333333334,0.062360956446232324,456,0.8625,0.8541666666666666,0.8,0.8388888888888889,0.027708246310083322,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,220,
118,0.33490586280822754,0.0034841826712610525,0.025606393814086914,1.6457215531962363e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.775,0.825,0.675,0.7583333333333334,0.062360956446232324,456,0.85,0.8541666666666666,0.7875,0.8305555555555556,0.03049235888902798,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,230,
119,0.348529577255249,0.002465365246892607,0.026657501856486004,0.0002550147481763404,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.7833333333333333,0.8333333333333334,0.675,0.763888888888889,0.06608542918539066,449,0.8541666666666666,0.8541666666666666,0.7958333333333333,0.8347222222222221,0.027498597046143523,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,240,
120,0.016876935958862305,0.00020231114795241567,0.0024526119232177734,1.98942649454942e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,175,0.9916666666666667,0.9791666666666666,0.9791666666666666,0.9833333333333333,0.005892556509887928,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,10,
121,0.03293935457865397,0.0006060402793844766,0.0036230882008870444,3.101050945317464e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9083333333333333,0.875,0.875,0.8861111111111111,0.01571348402636772,193,0.9875,0.9791666666666666,0.9875,0.9847222222222222,0.003928371006591969,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,20,
122,0.04817326863606771,5.396985459980237e-05,0.0046233336130778,5.998469096484062e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.925,0.9083333333333333,0.8833333333333333,0.9055555555555556,0.01712337223046941,130,0.9875,0.9875,0.9916666666666667,0.9888888888888889,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,30,
123,0.0644076665242513,0.0002600234409090525,0.00598899523417155,0.00020302853556329072,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.925,0.9166666666666666,0.8833333333333333,0.9083333333333333,0.01800205749557741,123,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,40,
124,0.0801393985748291,0.000835957577447412,0.0068365732828776045,9.984897476429364e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.925,0.9083333333333333,0.8833333333333333,0.9055555555555556,0.01712337223046941,130,0.9958333333333333,0.9958333333333333,0.9958333333333333,0.9958333333333332,1.1102230246251565e-16,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,50,
125,0.09768223762512207,0.0012614031632350116,0.008108377456665039,0.00027692643823401937,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.925,0.9166666666666666,0.8833333333333333,0.9083333333333333,0.01800205749557741,123,0.9958333333333333,0.9958333333333333,1.0,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,60,
126,0.11213262875874837,0.0007140333892421627,0.009079774220784506,0.00036919794210552807,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.925,0.9083333333333333,0.8916666666666667,0.9083333333333333,0.01360827634879543,123,0.9958333333333333,0.9958333333333333,1.0,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,70,
127,0.1302786668141683,0.003245786008443333,0.01036524772644043,0.0002162971228537541,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9166666666666666,0.925,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9958333333333333,1.0,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,80,
128,0.14327430725097656,0.001898102173018561,0.011315186818440756,0.000300274568112601,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.925,0.925,0.9083333333333333,0.9194444444444444,0.007856742013183886,34,0.9958333333333333,0.9958333333333333,1.0,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,90,
129,0.16050799687703451,0.0005954496044556245,0.012329181035359701,0.00024007621011639201,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8916666666666667,0.9138888888888889,0.01712337223046936,73,0.9958333333333333,0.9958333333333333,1.0,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,100,
130,0.178631862004598,0.0020649276303197355,0.013439655303955078,0.0001952760236735343,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.925,0.9333333333333333,0.8833333333333333,0.9138888888888889,0.02187224409447728,73,0.9916666666666667,0.9958333333333333,1.0,0.9958333333333332,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,110,
131,0.1934195359547933,0.001064953999586103,0.014874537785847982,0.0007248391257022112,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.925,0.9333333333333333,0.8833333333333333,0.9138888888888889,0.02187224409447728,73,0.9916666666666667,0.9958333333333333,1.0,0.9958333333333332,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,120,
132,0.20746978123982748,0.0025359961351621306,0.015708525975545246,0.00026728288260774956,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8833333333333333,0.9111111111111111,0.020786985482077466,101,0.9958333333333333,0.9958333333333333,1.0,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,130,
133,0.22310956319173178,0.002185479935604184,0.016973574956258137,0.0004083171060871506,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8833333333333333,0.9111111111111111,0.020786985482077466,101,0.9916666666666667,0.9958333333333333,1.0,0.9958333333333332,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,140,
134,0.23699680964152017,0.0021518670230993935,0.017784516016642254,0.00016232463399569073,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8916666666666667,0.9138888888888889,0.01712337223046936,73,0.9958333333333333,1.0,1.0,0.9986111111111112,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,150,
135,0.2545267740885417,0.0024978419454499,0.01936825116475423,0.0004194152744751082,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8916666666666667,0.9138888888888889,0.01712337223046936,73,0.9958333333333333,1.0,1.0,0.9986111111111112,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,160,
136,0.2673938274383545,0.0025611527907583244,0.019625345865885418,0.0002328594389699164,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8916666666666667,0.9138888888888889,0.01712337223046936,73,0.9958333333333333,1.0,1.0,0.9986111111111112,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,170,
137,0.2863772710164388,0.0024694732299153383,0.02112436294555664,0.00028255193594112557,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8916666666666667,0.9138888888888889,0.01712337223046936,73,0.9958333333333333,0.9958333333333333,1.0,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,180,
138,0.30180128415425617,0.0024876129182882546,0.022152026494344074,0.0003665916160806955,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8916666666666667,0.9138888888888889,0.01712337223046936,73,0.9916666666666667,0.9958333333333333,1.0,0.9958333333333332,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,190,
139,0.321177879969279,0.004101570417958913,0.023407141367594402,0.00010951423506421514,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.8916666666666667,0.9138888888888889,0.01712337223046936,73,0.9916666666666667,1.0,1.0,0.9972222222222222,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,200,
140,0.33581002553304035,0.00264596806130844,0.025129000345865887,0.0006490036436380966,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9166666666666666,0.925,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9916666666666667,1.0,1.0,0.9972222222222222,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,210,
141,0.3767566680908203,0.04200958947387209,0.02575532595316569,0.0003725050197917148,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9166666666666666,0.925,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9916666666666667,1.0,1.0,0.9972222222222222,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,220,
142,0.36658143997192383,0.0028901579928993395,0.027343591054280598,0.0005772750871769989,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9166666666666666,0.925,0.9,0.9138888888888889,0.01039349274103873,73,0.9916666666666667,1.0,1.0,0.9972222222222222,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,230,
143,0.38201141357421875,0.0019580985947445823,0.02823034922281901,0.0007154691519063912,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9,0.9166666666666666,0.01360827634879543,57,0.9916666666666667,1.0,1.0,0.9972222222222222,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,240,
144,0.01701068878173828,0.00028132442684633015,0.002515713373819987,1.215285291901606e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9083333333333333,0.8666666666666667,0.8583333333333333,0.8777777777777778,0.021872244094477262,211,0.9875,0.95,0.9625,0.9666666666666667,0.015590239111558123,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,10,
145,0.0327906608581543,0.0001452751267432019,0.003990888595581055,0.0003259976898657094,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.925,0.8666666666666667,0.8916666666666667,0.8944444444444445,0.023895347964007302,144,0.9875,0.9625,0.975,0.9750000000000001,0.010206207261596585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,20,
146,0.048309882481892906,0.0005219107162593112,0.00467983881632487,1.782496697585162e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.925,0.8916666666666667,0.8833333333333333,0.9,0.01800205749557741,138,0.9833333333333333,0.9625,0.9791666666666666,0.975,0.009001028747788664,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,30,
147,0.0634770393371582,0.0003898665532259488,0.005876382191975911,7.172301204162921e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.925,0.8833333333333333,0.8916666666666667,0.9,0.01800205749557741,138,0.9833333333333333,0.9541666666666667,0.9791666666666666,0.9722222222222222,0.012880025688188431,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,40,
148,0.07918405532836914,0.00016576190667505594,0.006904919942220052,4.749033710758723e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9333333333333333,0.9083333333333333,0.8916666666666667,0.9111111111111111,0.017123372230469364,101,0.9833333333333333,0.9708333333333333,0.9875,0.9805555555555555,0.007081971546656657,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,50,
149,0.09571901957194011,0.0021920493417464807,0.00798646608988444,5.5506430526014063e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9333333333333333,0.9083333333333333,0.8916666666666667,0.9111111111111111,0.017123372230469364,101,0.9875,0.9666666666666667,0.9875,0.9805555555555555,0.009820927516479843,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,60,
150,0.11038510004679362,0.00040072512343322636,0.00914470354715983,0.00014695462279414162,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9333333333333333,0.9,0.8833333333333333,0.9055555555555556,0.020786985482077466,130,0.9875,0.9708333333333333,0.9875,0.9819444444444446,0.007856742013183886,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,70,
151,0.12784647941589355,0.001670676555051179,0.010522762934366861,0.0004334537341785105,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9333333333333333,0.9,0.9,0.9111111111111111,0.01571348402636772,101,0.9875,0.9791666666666666,0.9875,0.9847222222222222,0.003928371006591969,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,80,
152,0.14235099156697592,0.0019349244339396145,0.011289437611897787,2.3716224693071754e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9333333333333333,0.9083333333333333,0.8916666666666667,0.9111111111111111,0.017123372230469364,101,0.9875,0.9791666666666666,0.9875,0.9847222222222222,0.003928371006591969,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,90,
153,0.1612121264139811,0.0020748192554150865,0.012591679890950521,0.00032295351097419824,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.925,0.9,0.8916666666666667,0.9055555555555556,0.014163943093313291,130,0.9916666666666667,0.9791666666666666,0.9875,0.986111111111111,0.005196746370519394,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,100,
154,0.1718901793162028,0.0013541418367448732,0.013255039850870768,8.75653881007239e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.925,0.9166666666666666,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9916666666666667,0.9833333333333333,0.9875,0.9875000000000002,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,110,
155,0.18899003664652506,0.0015834139858534489,0.01443934440612793,0.00012011580702466858,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.925,0.9166666666666666,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9916666666666667,0.9833333333333333,0.9875,0.9875000000000002,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,120,
156,0.20458126068115234,0.0012735306588646026,0.01607060432434082,0.0004191900833675623,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9916666666666667,0.9833333333333333,0.9875,0.9875000000000002,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,130,
157,0.21840723355611166,0.0008953525946106908,0.01701188087463379,0.0003896023672483974,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9916666666666667,0.9833333333333333,0.9875,0.9875000000000002,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,140,
158,0.23974394798278809,0.0023456638121752385,0.018755276997884113,0.0006177336688778869,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.925,0.9083333333333333,0.9,0.9111111111111111,0.010393492741038738,101,0.9875,0.9833333333333333,0.9916666666666667,0.9874999999999999,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,150,
159,0.25072439511617023,0.0041269024875812185,0.018770138422648113,0.0002249366385058832,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.925,0.9083333333333333,0.8916666666666667,0.9083333333333333,0.01360827634879543,123,0.9875,0.9833333333333333,0.9916666666666667,0.9874999999999999,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,160,
160,0.26764655113220215,0.0021501639408731967,0.020053704579671223,0.00020057756400541422,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.925,0.9083333333333333,0.8916666666666667,0.9083333333333333,0.01360827634879543,123,0.9875,0.9833333333333333,0.9916666666666667,0.9874999999999999,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,170,
161,0.2834659417470296,0.0024215939471203345,0.021138509114583332,0.000454590912423781,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.925,0.9083333333333333,0.8916666666666667,0.9083333333333333,0.01360827634879543,123,0.9916666666666667,0.9833333333333333,0.9916666666666667,0.9888888888888889,0.003928371006591969,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,180,
162,0.29637519518534344,0.003552406838594132,0.021832625071207683,0.0002057700442222679,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.925,0.9083333333333333,0.8916666666666667,0.9083333333333333,0.01360827634879543,123,0.9916666666666667,0.9833333333333333,0.9916666666666667,0.9888888888888889,0.003928371006591969,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,190,
163,0.3132050037384033,0.0020869752481719327,0.024094184239705402,0.0007081540282488427,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.925,0.9083333333333333,0.8833333333333333,0.9055555555555556,0.01712337223046941,130,0.9916666666666667,0.9875,0.9916666666666667,0.9902777777777777,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,200,
164,0.32846959431966144,0.0028490157116524335,0.024269580841064453,3.406856060816999e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.925,0.9083333333333333,0.8833333333333333,0.9055555555555556,0.01712337223046941,130,0.9916666666666667,0.9875,0.9916666666666667,0.9902777777777777,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,210,
165,0.3483755588531494,0.005436745230366417,0.025952895482381184,0.0005035114526059747,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.925,0.9166666666666666,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9916666666666667,0.9875,0.9916666666666667,0.9902777777777777,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,220,
166,0.36425145467122394,0.005182008133475394,0.026532808939615887,0.00015866481277222407,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.925,0.9083333333333333,0.9,0.9111111111111111,0.010393492741038738,101,0.9875,0.9875,0.9916666666666667,0.9888888888888889,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,230,
167,0.3774011929829915,0.0014274233006518178,0.027923583984375,0.00031449106641626205,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9875,0.9875,0.9875,0.9875000000000002,1.1102230246251565e-16,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,240,
168,0.016903400421142578,0.0003047890994915797,0.0028722286224365234,0.00030146034583754407,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8833333333333333,0.8416666666666667,0.8583333333333333,0.8611111111111112,0.017123372230469367,216,0.9333333333333333,0.9416666666666667,0.9458333333333333,0.9402777777777778,0.005196746370519345,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,10,
169,0.03244431813557943,0.0007312066636965446,0.0037215550740559897,0.0001314858229112451,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.925,0.8416666666666667,0.8666666666666667,0.8777777777777778,0.03491612524993483,211,0.9708333333333333,0.9333333333333333,0.9541666666666667,0.9527777777777778,0.015340779190537855,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,20,
170,0.04971988995869955,0.0012527786813307878,0.005114952723185222,0.00027117898231094093,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.9166666666666666,0.8833333333333333,0.8666666666666667,0.8888888888888888,0.020786985482077427,185,0.9625,0.95,0.9583333333333334,0.9569444444444445,0.005196746370519394,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,30,
171,0.06405496597290039,0.0006686898647576163,0.006429354349772136,0.0005995251654367007,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.9,0.8583333333333333,0.8666666666666667,0.875,0.01800205749557741,213,0.9625,0.95,0.9541666666666667,0.9555555555555556,0.005196746370519385,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,40,
172,0.078490416208903,0.0008431210999910844,0.007330735524495442,0.0006988971156828073,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.9166666666666666,0.875,0.8666666666666667,0.8861111111111111,0.021872244094477227,193,0.9708333333333333,0.9666666666666667,0.9541666666666667,0.9638888888888889,0.00708197154665662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,50,
173,0.092376708984375,0.0003425777706008162,0.007913827896118164,6.331019701695667e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.9166666666666666,0.8666666666666667,0.8583333333333333,0.8805555555555555,0.025760051376376946,207,0.9708333333333333,0.9583333333333334,0.9541666666666667,0.9611111111111111,0.00708197154665662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,60,
174,0.10981520016988118,0.0017036967082877709,0.009734392166137695,0.0009372838104469267,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.9166666666666666,0.8833333333333333,0.85,0.8833333333333333,0.02721655269759086,205,0.975,0.9625,0.9541666666666667,0.9638888888888889,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,70,
175,0.12423872947692871,0.0013633783501466128,0.010315259297688803,0.00018066091683972382,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.9166666666666666,0.875,0.85,0.8805555555555555,0.02749859704614351,207,0.975,0.9666666666666667,0.9541666666666667,0.9652777777777778,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,80,
176,0.14110072453816733,0.0026741259768579572,0.011340459187825521,4.0887840199499354e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.925,0.875,0.8666666666666667,0.888888888888889,0.025760051376376967,175,0.975,0.9666666666666667,0.9541666666666667,0.9652777777777778,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,90,
177,0.15470147132873535,0.0007334583504013298,0.012155930201212565,6.301962257592983e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.9166666666666666,0.875,0.8583333333333333,0.8833333333333333,0.02453266907313291,205,0.9708333333333333,0.9666666666666667,0.9583333333333334,0.9652777777777778,0.005196746370519345,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,100,
178,0.17202536265055338,0.0015349961917895895,0.014080047607421875,0.0008542483014013316,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.9166666666666666,0.8833333333333333,0.8583333333333333,0.8861111111111111,0.023895347964007302,193,0.975,0.9708333333333333,0.9583333333333334,0.9680555555555556,0.00708197154665662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,110,
179,0.18636663754781088,0.0018399401973353791,0.01444570223490397,9.477617510267791e-06,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.9166666666666666,0.8833333333333333,0.8583333333333333,0.8861111111111111,0.023895347964007302,193,0.9666666666666667,0.9666666666666667,0.9583333333333334,0.9638888888888889,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,120,
180,0.202344020207723,0.002799811899153917,0.015892585118611652,0.0004964826847611377,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.9166666666666666,0.8916666666666667,0.8583333333333333,0.8888888888888888,0.023895347964007305,185,0.9625,0.9708333333333333,0.9583333333333334,0.9638888888888889,0.005196746370519345,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,130,
181,0.21727450688680014,0.0015804675994996022,0.01687145233154297,0.0004064935858211273,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.9166666666666666,0.8916666666666667,0.8583333333333333,0.8888888888888888,0.023895347964007305,185,0.9666666666666667,0.9708333333333333,0.9625,0.9666666666666667,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,140,
182,0.23452035586039224,0.003978995799572817,0.0183103084564209,0.0005880785843969393,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8583333333333333,0.8861111111111111,0.020786985482077476,193,0.9666666666666667,0.9708333333333333,0.9625,0.9666666666666667,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,150,
183,0.24826693534851074,0.0017484161600420283,0.019048293431599934,0.00024176289204737205,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8583333333333333,0.8861111111111111,0.020786985482077476,193,0.9625,0.9666666666666667,0.9583333333333334,0.9625,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,160,
184,0.2629414399464925,0.0012835529623250357,0.020093997319539387,0.00011629635881079019,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8583333333333333,0.8861111111111111,0.020786985482077476,193,0.9708333333333333,0.9708333333333333,0.9625,0.9680555555555556,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,170,
185,0.2791852156321208,0.0008239367653820639,0.021370410919189453,0.0003323432417496973,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8666666666666667,0.888888888888889,0.017123372230469367,175,0.9625,0.9666666666666667,0.9625,0.9638888888888889,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,180,
186,0.2931822935740153,0.002855957728647669,0.023033936818440754,0.00024550371674561777,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8666666666666667,0.888888888888889,0.017123372230469367,175,0.9708333333333333,0.9708333333333333,0.9625,0.9680555555555556,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,190,
187,0.3153955141703288,0.0036386210413015736,0.023885567982991535,0.0009006307049414802,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8666666666666667,0.888888888888889,0.017123372230469367,175,0.975,0.9708333333333333,0.9583333333333334,0.9680555555555556,0.00708197154665662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,200,
188,0.32545940081278485,0.0015032349877206396,0.024660189946492512,0.00047834877318728435,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.875,0.8916666666666666,0.01360827634879543,159,0.9708333333333333,0.9666666666666667,0.9625,0.9666666666666667,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,210,
189,0.3398842016855876,0.0003702042178477066,0.025578975677490234,0.0002716768985758932,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.875,0.8916666666666666,0.01360827634879543,159,0.9708333333333333,0.9708333333333333,0.9625,0.9680555555555556,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,220,
190,0.35614951451619464,0.00281972382477937,0.026933987935384113,0.00019822650159865936,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.9,0.8916666666666667,0.8666666666666667,0.8861111111111111,0.014163943093313291,193,0.9708333333333333,0.9708333333333333,0.9625,0.9680555555555556,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,230,
191,0.3724239667256673,0.001609653914247003,0.02774818738301595,0.00037804117500864003,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.9166666666666666,0.8916666666666667,0.875,0.8944444444444445,0.01712337223046936,144,0.9708333333333333,0.9708333333333333,0.9625,0.9680555555555556,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,240,
192,0.016325871149698894,7.342500905476797e-05,0.00245054562886556,5.879240806395731e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8166666666666667,0.8166666666666667,0.75,0.7944444444444444,0.03142696805273544,365,0.9125,0.9,0.8791666666666667,0.8972222222222221,0.013749298523071756,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,10,
193,0.032327890396118164,0.00029956729167346315,0.004051049550374349,0.00028763218521206976,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8,0.8333333333333334,0.775,0.8027777777777777,0.023895347964007302,340,0.925,0.9208333333333333,0.9166666666666666,0.9208333333333333,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,20,
194,0.047607739766438804,0.000510450311226721,0.004724423090616862,1.7623991390326793e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8,0.85,0.85,0.8333333333333334,0.023570226039551553,276,0.9375,0.925,0.925,0.9291666666666667,0.005892556509887875,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,30,
195,0.06157724062601725,0.0001593885214274184,0.00704654057820638,0.0009605030182409137,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.7916666666666666,0.85,0.8583333333333333,0.8333333333333334,0.029658550700086973,276,0.9166666666666666,0.9291666666666667,0.9291666666666667,0.9249999999999999,0.005892556509887928,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,40,
196,0.07697335879007976,0.0008593550730759244,0.006879647572835286,5.395545834675376e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8333333333333334,0.8416666666666667,0.8416666666666667,0.8388888888888889,0.003928371006591917,269,0.9375,0.925,0.9291666666666667,0.9305555555555557,0.005196746370519344,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,50,
197,0.09559472401936848,0.0020156651412110145,0.008176008860270182,0.00027969662029575775,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8166666666666667,0.8416666666666667,0.8416666666666667,0.8333333333333334,0.011785113019775804,276,0.9416666666666667,0.925,0.9208333333333333,0.9291666666666667,0.009001028747788697,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,60,
198,0.10705987612406413,0.0004948663618404126,0.008935054143269857,4.0909151474434095e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8333333333333334,0.85,0.825,0.8361111111111111,0.01039349274103873,270,0.9458333333333333,0.9333333333333333,0.9375,0.9388888888888888,0.005196746370519345,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,70,
199,0.1218112309773763,0.0010598883088468237,0.010142167409261068,3.231155765791912e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8333333333333334,0.85,0.825,0.8361111111111111,0.01039349274103873,270,0.9458333333333333,0.9375,0.9375,0.9402777777777778,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,80,
200,0.1378920078277588,0.0022110259802716223,0.011835813522338867,0.0008307401308919771,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8416666666666667,0.85,0.8416666666666667,0.8444444444444444,0.003928371006591917,257,0.9166666666666666,0.925,0.9416666666666667,0.9277777777777777,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,90,
201,0.1520543098449707,0.0008839455125258344,0.012424627939860025,9.967309779593058e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8583333333333333,0.8666666666666667,0.825,0.85,0.01800205749557741,242,0.925,0.9166666666666666,0.9416666666666667,0.9277777777777777,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,100,
202,0.16665919621785483,0.0013725998187265162,0.013324419657389322,0.00010769912594112175,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.85,0.8666666666666667,0.825,0.8472222222222223,0.01712337223046941,245,0.9333333333333333,0.925,0.9416666666666667,0.9333333333333332,0.006804138174397692,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,110,
203,0.1841918627421061,0.0046957823809842866,0.014471689860026041,0.0001567963470686448,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.85,0.8583333333333333,0.8333333333333334,0.8472222222222222,0.01039349274103869,253,0.925,0.9166666666666666,0.9416666666666667,0.9277777777777777,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,120,
204,0.1975391705830892,0.00140808411958095,0.015454371770222982,5.640412306447607e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.85,0.8833333333333333,0.8416666666666667,0.8583333333333334,0.018002057495577376,217,0.9208333333333333,0.9166666666666666,0.9416666666666667,0.9263888888888889,0.01093612204723864,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,130,
205,0.21328417460123697,0.0022869684301014873,0.01663041114807129,0.00018438138490784188,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8416666666666667,0.875,0.8333333333333334,0.8500000000000001,0.018002057495577376,234,0.9208333333333333,0.9208333333333333,0.9375,0.9263888888888889,0.007856742013183886,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,140,
206,0.228012482325236,0.0024269939954593435,0.01768652598063151,0.00014367356702390353,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8333333333333334,0.8833333333333333,0.8333333333333334,0.8500000000000001,0.023570226039551553,234,0.9166666666666666,0.925,0.9416666666666667,0.9277777777777777,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,150,
207,0.24484745661417642,0.0030819274333787755,0.01900196075439453,0.0002889930203094302,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8333333333333334,0.8666666666666667,0.8333333333333334,0.8444444444444446,0.01571348402636772,256,0.9125,0.9208333333333333,0.9375,0.923611111111111,0.010393492741038738,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,160,
208,0.2600284417470296,0.0009389175568048728,0.019977331161499023,7.898051021967333e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8333333333333334,0.875,0.8333333333333334,0.8472222222222223,0.019641855032959635,245,0.9208333333333333,0.9208333333333333,0.9375,0.9263888888888889,0.007856742013183886,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,170,
209,0.2728605270385742,0.0020448879615302513,0.0210878849029541,0.0003370081825801075,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8416666666666667,0.8666666666666667,0.825,0.8444444444444444,0.01712337223046941,257,0.925,0.9208333333333333,0.9416666666666667,0.9291666666666666,0.009001028747788697,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,180,
210,0.28918782869974774,0.0027039357623710627,0.022089322408040363,5.73330451531097e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8416666666666667,0.8666666666666667,0.8333333333333334,0.8472222222222223,0.014163943093313291,245,0.9333333333333333,0.9166666666666666,0.9416666666666667,0.9305555555555557,0.010393492741038738,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,190,
211,0.30629364649454754,0.0014937818113476466,0.0238033930460612,0.0005846349069439889,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8416666666666667,0.8666666666666667,0.8333333333333334,0.8472222222222223,0.014163943093313291,245,0.9208333333333333,0.9208333333333333,0.9416666666666667,0.9277777777777777,0.009820927516479845,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,200,
212,0.3210907777150472,0.0022533426348604864,0.024119774500528973,0.00015167136573634028,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.85,0.8666666666666667,0.825,0.8472222222222223,0.01712337223046941,245,0.925,0.9208333333333333,0.9416666666666667,0.9291666666666666,0.009001028747788697,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,210,
213,0.3360312779744466,0.002861115409981808,0.025967200597127277,0.0004290605521042845,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8416666666666667,0.8666666666666667,0.8333333333333334,0.8472222222222223,0.014163943093313291,245,0.925,0.9166666666666666,0.9416666666666667,0.9277777777777777,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,220,
214,0.3503429889678955,0.0019244167757715039,0.026945829391479492,0.0007925778293544317,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8333333333333334,0.8666666666666667,0.85,0.8500000000000001,0.01360827634879543,234,0.925,0.9125,0.9416666666666667,0.9263888888888889,0.01194767398200365,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,230,
215,0.36446722348531085,0.0015990550297808085,0.027541557947794598,0.00016592406760522455,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8416666666666667,0.8666666666666667,0.8416666666666667,0.8500000000000001,0.011785113019775804,234,0.925,0.9166666666666666,0.9416666666666667,0.9277777777777777,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,240,
216,0.016147454579671223,0.000270576575910982,0.002480665842692057,1.8153591347533658e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.7833333333333333,0.8333333333333334,0.7083333333333334,0.775,0.05137011669140813,442,0.8666666666666667,0.8125,0.85,0.8430555555555556,0.022652092264305687,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,10,
217,0.03132708867390951,0.0004305712069143905,0.0036650498708089194,2.6572235234305022e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.7833333333333333,0.8,0.7,0.7611111111111111,0.04374448818895454,452,0.8875,0.8875,0.8208333333333333,0.8652777777777777,0.03142696805273544,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,20,
218,0.046351114908854164,0.00018670720475861272,0.004652182261149089,2.4193188464406902e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7833333333333333,0.8166666666666667,0.75,0.7833333333333333,0.02721655269759086,418,0.8583333333333333,0.9041666666666667,0.8416666666666667,0.8680555555555555,0.026425413320056185,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,30,
219,0.06123614311218262,0.00047115967291417265,0.005918184916178386,0.00012509765263980622,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7666666666666667,0.8333333333333334,0.7666666666666667,0.7888888888888889,0.03142696805273544,390,0.8666666666666667,0.8958333333333334,0.8625,0.875,0.014829275350043487,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,40,
220,0.07543651262919109,0.0003290344739222096,0.006917158762613933,0.0001013362793789265,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7833333333333333,0.8083333333333333,0.75,0.7805555555555556,0.023895347964007302,427,0.8791666666666667,0.8833333333333333,0.8625,0.875,0.009001028747788664,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,50,
221,0.09210785230000813,0.001907904408200144,0.0081632932027181,0.00027575747048099906,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.775,0.8083333333333333,0.75,0.7777777777777778,0.023895347964007302,433,0.8833333333333333,0.8833333333333333,0.8541666666666666,0.873611111111111,0.013749298523071761,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,60,
222,0.10485982894897461,0.0003503166540275074,0.008978525797526041,7.979874551854818e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8,0.8166666666666667,0.7416666666666667,0.7861111111111111,0.03215510250775062,407,0.8875,0.8833333333333333,0.8625,0.8777777777777778,0.010936122047238588,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,70,
223,0.12092208862304688,0.001650125329134995,0.01008756955464681,9.258796214766118e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8,0.825,0.7416666666666667,0.7888888888888889,0.034916125249934794,390,0.8958333333333334,0.8958333333333334,0.8541666666666666,0.8819444444444445,0.01964185503295969,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,80,
224,0.13588523864746094,0.0010749495536509957,0.011405070622762045,0.0004667032301217511,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8,0.825,0.75,0.7916666666666666,0.03118047822311617,380,0.8958333333333334,0.8958333333333334,0.8666666666666667,0.8861111111111111,0.013749298523071761,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,90,
225,0.1525608698527018,0.0016876888108955858,0.01244966189066569,0.00032265785291857844,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8,0.825,0.75,0.7916666666666666,0.03118047822311617,380,0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,100,
226,0.16424361864725748,0.0019063305256840633,0.013336102167765299,0.00019452475616138607,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8,0.8166666666666667,0.75,0.7888888888888889,0.028327886186626582,390,0.8958333333333334,0.8958333333333334,0.8666666666666667,0.8861111111111111,0.013749298523071761,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,110,
227,0.1788195768992106,0.0014852621025905513,0.014449437459309896,0.00016668423962017527,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8,0.825,0.7666666666666667,0.7972222222222222,0.02389534796400726,348,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,120,
228,0.19597458839416504,0.0009505007112688609,0.015604654947916666,0.00011627957612819608,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.7583333333333333,0.7944444444444444,0.025760051376376967,365,0.9041666666666667,0.9041666666666667,0.8666666666666667,0.8916666666666666,0.017677669529663678,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,130,
229,0.20913100242614746,0.0016566869138856352,0.016831398010253906,0.0006391197988994502,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8,0.8166666666666667,0.75,0.7888888888888889,0.028327886186626582,390,0.9,0.8958333333333334,0.8666666666666667,0.8875000000000001,0.014829275350043487,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,140,
230,0.22816173235575357,0.0008771761438274406,0.018252770105997723,0.0008750558276151508,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.8,0.825,0.7416666666666667,0.7888888888888889,0.034916125249934794,390,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,150,
231,0.23974021275838217,0.0021056847647953525,0.019469817479451496,0.0015322465124649293,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.7666666666666667,0.7972222222222222,0.021872244094477227,348,0.9083333333333333,0.9,0.8625,0.8902777777777778,0.01993430568667682,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,160,
232,0.25678714116414386,0.0023819662438582592,0.020217259724934895,0.0005553509414990944,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.7666666666666667,0.7972222222222222,0.021872244094477227,348,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,170,
233,0.27276015281677246,0.003906665595142764,0.02127242088317871,0.0005320652699581248,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.8416666666666667,0.8166666666666667,0.75,0.8027777777777777,0.038689967436622556,340,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,180,
234,0.2863868872324626,0.0036926419791161323,0.02205626169840495,3.513329652376812e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.825,0.8166666666666667,0.7666666666666667,0.8027777777777777,0.025760051376376915,340,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,190,
235,0.3016352653503418,0.0018403163125341167,0.023897568384806316,0.0008236522933932403,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.8166666666666667,0.8166666666666667,0.7583333333333333,0.7972222222222222,0.027498597046143523,348,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,200,
236,0.3208607037862142,0.0071468466275070985,0.02517557144165039,0.0011219467809951,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.775,0.7999999999999999,0.018002057495577376,345,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,210,
237,0.3295567035675049,0.003814119300172488,0.025835831960042317,0.0007979944835239924,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.7666666666666667,0.7972222222222222,0.021872244094477227,348,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,220,
238,0.3442866802215576,0.0019521026155865447,0.026826937993367512,0.00032824113301085337,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.8,0.8166666666666667,0.7583333333333333,0.7916666666666666,0.024532669073132923,380,0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,230,
239,0.35641757647196454,0.0003518932411209858,0.02731466293334961,0.00018325886575989788,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.75,0.7916666666666666,0.029658550700086973,380,0.9,0.9,0.8625,0.8875000000000001,0.017677669529663678,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,240,
240,0.017912626266479492,0.0003914676733608667,0.0026663939158121743,0.00023699049284265681,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9083333333333333,0.925,0.9083333333333333,0.9138888888888889,0.007856742013183886,73,1.0,0.9958333333333333,0.9916666666666667,0.9958333333333332,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,10,
241,0.03389946619669596,0.001171311394477464,0.003664414087931315,9.073538590191647e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,0.9958333333333333,1.0,0.9958333333333333,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,20,
242,0.04874356587727865,0.00013910701983474753,0.0050733089447021484,0.000532815580281883,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9083333333333333,0.9333333333333333,0.8916666666666667,0.9111111111111111,0.017123372230469364,101,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,30,
243,0.06470028559366862,0.00038616766176172667,0.005838314692179362,0.00017489703298047857,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.925,0.9333333333333333,0.8916666666666667,0.9166666666666666,0.018002057495577376,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,40,
244,0.08044830958048503,0.0003263821954232132,0.006986379623413086,0.0001293891866366651,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9166666666666666,0.9416666666666667,0.9,0.9194444444444444,0.017123372230469364,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,50,
245,0.09917974472045898,0.0022626726329202933,0.008339166641235352,0.0004732606192779466,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.925,0.9333333333333333,0.8916666666666667,0.9166666666666666,0.018002057495577376,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,60,
246,0.11339871088663737,0.0010379240486941878,0.009106715520222982,3.170957143030167e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9166666666666666,0.9416666666666667,0.9,0.9194444444444444,0.017123372230469364,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,70,
247,0.1300791104634603,0.0015259643413216035,0.010665098826090494,0.0005989227934987707,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.925,0.9416666666666667,0.9,0.9222222222222222,0.017123372230469367,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,80,
248,0.14652554194132486,0.0026855126580847006,0.011465152104695639,0.0003376240738663016,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.925,0.9333333333333333,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,90,
249,0.16322731971740723,0.001752316556063381,0.012982765833536783,0.0007782006120853449,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,100,
250,0.17691564559936523,0.0012146629432748528,0.013885498046875,0.0004728831626379283,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.925,0.9333333333333333,0.9,0.9194444444444444,0.014163943093313291,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,110,
251,0.19731450080871582,0.0007846961422554269,0.014899651209513346,7.603580128706425e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9,0.9166666666666666,0.01360827634879543,57,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,120,
252,0.2110433578491211,0.002004858141073973,0.016178051630655926,0.0005219361652259035,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.925,0.9333333333333333,0.9,0.9194444444444444,0.014163943093313291,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,130,
253,0.22644861539204916,0.0004883343842358911,0.016831715901692707,0.00034981318690514943,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.925,0.9333333333333333,0.9,0.9194444444444444,0.014163943093313291,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,140,
254,0.24156745274861655,0.002241682925128615,0.01915136973063151,0.001633131931012383,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.925,0.9333333333333333,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,150,
255,0.25973351796468097,0.003125591743526474,0.021528959274291992,0.002129067427697309,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.925,0.9333333333333333,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,160,
256,0.2751077016194661,0.0031363449652687665,0.02024070421854655,0.00011001914537242481,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.925,0.9333333333333333,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,170,
257,0.28981542587280273,0.003262430855112712,0.02115519841512044,6.27958309879745e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,180,
258,0.31046342849731445,0.003028710384981142,0.022876739501953125,0.00021880704083270685,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,190,
259,0.32172608375549316,0.0027527278928850285,0.023688872655232746,0.00010269547999390936,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,200,
260,0.340956449508667,0.003378131238836993,0.025225083033243816,0.0006107354364288913,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,210,
261,0.357131560643514,0.001953894211520174,0.025982220967610676,0.00030611065961680053,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,220,
262,0.3698023160298665,0.0009224160901809958,0.027037779490152996,0.0005229763327675094,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9166666666666666,0.9222222222222222,0.007856742013183886,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,230,
263,0.3867013454437256,0.004902406525247801,0.027956326802571613,0.0002751437403807235,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9166666666666666,0.9333333333333333,0.9166666666666666,0.9222222222222222,0.007856742013183886,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,240,
264,0.017197529474894207,0.00038644611058089484,0.0026427110036214194,0.00017250451494031066,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8833333333333333,0.8944444444444445,0.01039349274103873,144,0.9791666666666666,0.9708333333333333,0.9791666666666666,0.9763888888888889,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,10,
265,0.0336609681447347,0.001234614499936709,0.003719329833984375,6.310875687791851e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9083333333333333,0.9166666666666666,0.9083333333333333,0.9111111111111111,0.003928371006591917,101,0.9875,0.9916666666666667,0.9916666666666667,0.9902777777777777,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,20,
266,0.04923184712727865,0.0006683210398117107,0.00473793347676595,3.364171668315316e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.9166666666666666,0.925,0.9166666666666666,0.9194444444444444,0.003928371006591969,34,0.9916666666666667,0.9875,0.9875,0.9888888888888889,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,30,
267,0.0642843246459961,0.00042163312911686995,0.0059032440185546875,0.00015202669915862223,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9166666666666666,0.9083333333333333,0.9166666666666666,0.9138888888888889,0.003928371006591917,73,0.9916666666666667,0.9958333333333333,0.9833333333333333,0.9902777777777777,0.005196746370519394,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,40,
268,0.07998927434285481,0.00021722452103866883,0.0068810780843098955,4.7207815201671037e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9333333333333333,0.9083333333333333,0.9166666666666666,0.9194444444444444,0.010393492741038738,34,0.9916666666666667,0.9958333333333333,0.9875,0.9916666666666667,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,50,
269,0.09683601061503093,0.0013239817454121674,0.008015871047973633,6.339962014464642e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9333333333333333,0.9083333333333333,0.9166666666666666,0.9194444444444444,0.010393492741038738,34,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,60,
270,0.1114486853281657,0.000862111303538732,0.009215354919433594,0.00014669660936491484,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9333333333333333,0.9083333333333333,0.9083333333333333,0.9166666666666666,0.011785113019775804,57,0.9916666666666667,0.9958333333333333,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,70,
271,0.12784075736999512,0.0006154981763696196,0.010275125503540039,0.00012729379085107327,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,0.9958333333333333,0.9916666666666667,0.9958333333333333,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,80,
272,0.1446815331776937,0.001909848148331107,0.011704365412394205,0.0001572860856703741,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9333333333333333,0.925,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,90,
273,0.1601123809814453,0.0013147100612834709,0.012494723002115885,0.00015345593908806744,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9333333333333333,0.925,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,0.9958333333333333,0.9958333333333333,0.9958333333333333,0.9958333333333332,1.1102230246251565e-16,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,100,
274,0.17551652590433756,0.002728720461403651,0.013556480407714844,0.00010797510409332467,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,0.9958333333333333,0.9916666666666667,0.9958333333333333,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,110,
275,0.1931584676106771,0.002371503871902725,0.014952977498372396,0.0003689275838957326,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.925,0.9166666666666666,0.9083333333333333,0.9166666666666666,0.006804138174397738,57,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,120,
276,0.20874818166097006,0.0019830118753631724,0.016019821166992188,0.0004512715587660366,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,130,
277,0.2238007386525472,0.0024655344420892863,0.016697406768798828,0.000110134072774084,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9916666666666667,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,140,
278,0.23873233795166016,0.0005485187529702681,0.018977006276448567,0.0008650706237770361,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9916666666666667,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,150,
279,0.254574457804362,0.0025150894024795856,0.019153277079264324,0.0002531631365883135,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.925,0.9083333333333333,0.9,0.9111111111111111,0.010393492741038738,101,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,160,
280,0.270413875579834,0.002503031439331201,0.020037333170572918,7.968516601930188e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,170,
281,0.2869439919789632,0.003143180281584205,0.022694508234659832,0.001696042779648032,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9916666666666667,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,180,
282,0.30400943756103516,0.005269975994514932,0.022357940673828125,0.0001511642733264263,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.925,0.9166666666666666,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9958333333333333,0.9916666666666667,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,190,
283,0.3174749215443929,0.005796810643536922,0.02363729476928711,0.000627138942401712,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.925,0.9166666666666666,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9958333333333333,0.9916666666666667,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,200,
284,0.3349619706471761,0.003898903057941934,0.02446881930033366,0.0004499735069170532,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.925,0.9166666666666666,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9958333333333333,0.9916666666666667,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,210,
285,0.34845948219299316,0.0009590990632560423,0.025969266891479492,0.0007576536566232579,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,220,
286,0.36241404215494794,0.000925496382441041,0.02668603261311849,0.00016927633300229417,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.925,0.925,0.9,0.9166666666666666,0.011785113019775802,57,0.9916666666666667,0.9916666666666667,0.9916666666666667,0.9916666666666667,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,230,
287,0.3823697566986084,0.0024723975844626145,0.028576771418253582,0.0012990321459345135,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.925,0.925,0.9,0.9166666666666666,0.011785113019775802,57,0.9958333333333333,0.9916666666666667,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,240,
288,0.017829338709513348,2.6656244439736034e-05,0.002651850382486979,5.788985523056766e-06,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8833333333333333,0.85,0.875,0.8694444444444445,0.014163943093313291,214,0.9541666666666667,0.9583333333333334,0.95,0.9541666666666666,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,10,
289,0.03515124320983887,0.0009436075451949603,0.003908634185791016,1.3347182276037603e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.9166666666666666,0.8416666666666667,0.9,0.8861111111111111,0.03215510250775062,193,0.9791666666666666,0.9375,0.9666666666666667,0.9611111111111111,0.017458062624967397,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,20,
290,0.05049292246500651,0.000885583966305635,0.004948059717814128,0.00015303332329144254,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.9,0.8666666666666667,0.875,0.8805555555555555,0.014163943093313291,207,0.975,0.95,0.9583333333333334,0.9611111111111111,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,30,
291,0.06667009989420573,0.0016910799993048132,0.006248156229654948,0.0004195253105299611,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.9083333333333333,0.875,0.875,0.8861111111111111,0.01571348402636772,193,0.9666666666666667,0.9541666666666667,0.9583333333333334,0.9597222222222223,0.005196746370519346,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,40,
292,0.07761383056640625,0.0006521321567286053,0.006899515787760417,9.229403245186446e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.9166666666666666,0.875,0.875,0.8888888888888888,0.019641855032959635,185,0.9708333333333333,0.9708333333333333,0.9583333333333334,0.9666666666666667,0.005892556509887875,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,50,
293,0.09378321965535481,0.0003222089469049163,0.007996161778767904,2.4164193146245912e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.9166666666666666,0.875,0.8833333333333333,0.8916666666666666,0.018002057495577376,159,0.9708333333333333,0.9708333333333333,0.9541666666666667,0.9652777777777778,0.007856742013183834,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,60,
294,0.10904574394226074,0.0009667395063672795,0.009033282597859701,0.00017847562504993424,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.9166666666666666,0.875,0.875,0.8888888888888888,0.019641855032959635,185,0.975,0.9666666666666667,0.9583333333333334,0.9666666666666667,0.006804138174397693,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,70,
295,0.1253512700398763,0.0019309576931630474,0.01019612948099772,4.477546336420186e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.9166666666666666,0.8833333333333333,0.875,0.8916666666666666,0.018002057495577376,159,0.9708333333333333,0.975,0.9625,0.9694444444444444,0.005196746370519345,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,80,
296,0.14070487022399902,0.0038082132417412745,0.011246601740519205,0.00010225986283950999,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.9166666666666666,0.875,0.8916666666666667,0.8944444444444444,0.01712337223046936,157,0.975,0.9708333333333333,0.9666666666666667,0.9708333333333333,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,90,
297,0.15429401397705078,0.0012322938668667478,0.012427727381388346,0.00012228562031559986,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.9166666666666666,0.8916666666666667,0.8833333333333333,0.8972222222222221,0.014163943093313277,140,0.9708333333333333,0.9708333333333333,0.9666666666666667,0.9694444444444444,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,100,
298,0.170363187789917,0.002216428063405527,0.01341859499613444,2.8439071634327915e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.9,0.8916666666666667,0.875,0.888888888888889,0.010393492741038738,175,0.975,0.9708333333333333,0.9666666666666667,0.9708333333333333,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,110,
299,0.18715699513753256,0.0006512365652489578,0.014712969462076822,0.00023502399571835418,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.9166666666666666,0.9,0.875,0.8972222222222221,0.017123372230469367,140,0.9708333333333333,0.9708333333333333,0.9666666666666667,0.9694444444444444,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,120,
300,0.20245655377705893,0.001274631901340721,0.015641291936238606,6.054684554483012e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.9166666666666666,0.9,0.8666666666666667,0.8944444444444445,0.020786985482077427,144,0.9666666666666667,0.9708333333333333,0.975,0.9708333333333333,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,130,
301,0.22167007128397623,0.0018045255436455292,0.017380793889363606,0.0008215163516627009,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.9166666666666666,0.9,0.8666666666666667,0.8944444444444445,0.020786985482077427,144,0.9666666666666667,0.9708333333333333,0.975,0.9708333333333333,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,140,
302,0.23297460873921713,0.003953423676165851,0.017718076705932617,4.90706135946597e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8666666666666667,0.888888888888889,0.017123372230469367,175,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,150,
303,0.24829435348510742,0.001965148338473224,0.01888283093770345,0.00015615553423535775,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.9083333333333333,0.9,0.8583333333333333,0.8888888888888888,0.02187224409447728,185,0.9708333333333333,0.975,0.9791666666666666,0.975,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,160,
304,0.26519060134887695,0.0033461238710651847,0.020152727762858074,0.00010960451264187862,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.9083333333333333,0.9,0.875,0.8944444444444445,0.014163943093313291,144,0.9708333333333333,0.975,0.9791666666666666,0.975,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,170,
305,0.28073883056640625,0.0014890630561437484,0.02124794324239095,0.00017517274979459636,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,159,0.9708333333333333,0.975,0.9791666666666666,0.975,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,180,
306,0.2935388882954915,0.0007171390252665198,0.023773193359375,0.0020916607564296554,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.875,0.8916666666666666,0.01360827634879543,159,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,190,
307,0.310324748357137,0.002210427300689634,0.023253599802652996,0.00022120733367650929,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.9083333333333333,0.9,0.875,0.8944444444444445,0.014163943093313291,144,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,200,
308,0.3244664669036865,0.0031240737863738872,0.024878660837809246,0.0012402409107976468,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.9,0.9,0.875,0.8916666666666666,0.011785113019775802,159,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,210,
309,0.34121934572855633,0.005855153790555136,0.02581612269083659,0.00045304943620101586,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.9,0.8916666666666667,0.875,0.888888888888889,0.010393492741038738,175,0.9708333333333333,0.975,0.9791666666666666,0.975,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,220,
310,0.35410364468892414,0.0040719821302357875,0.026652177174886067,0.0005255221553782782,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.9,0.8916666666666667,0.8833333333333333,0.8916666666666666,0.006804138174397738,159,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,230,
311,0.36926039059956867,0.0016857071917637787,0.027673880259195965,0.0004936117727118006,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8833333333333333,0.8944444444444445,0.01039349274103873,144,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,240,
312,0.016024033228556316,8.937492502859538e-05,0.002446333567301432,3.303414432898295e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8166666666666667,0.8416666666666667,0.7666666666666667,0.8083333333333332,0.03118047822311616,326,0.9125,0.8958333333333334,0.8916666666666667,0.9,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,10,
313,0.03178739547729492,0.0006415904062661331,0.0036160151163736978,1.698117628273878e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8083333333333333,0.8416666666666667,0.7916666666666666,0.8138888888888888,0.02078698548207747,316,0.9333333333333333,0.925,0.9208333333333333,0.9263888888888889,0.005196746370519385,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,20,
314,0.04636732737223307,0.00034049536241793866,0.004618088404337565,5.45231313833021e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8,0.8583333333333333,0.8416666666666667,0.8333333333333334,0.02453266907313287,276,0.9375,0.9375,0.9208333333333333,0.9319444444444445,0.007856742013183886,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,30,
315,0.06188678741455078,0.0006841769426713216,0.005690813064575195,7.141289842968724e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8,0.8666666666666667,0.8583333333333333,0.8416666666666667,0.029658550700086952,261,0.9291666666666667,0.9375,0.9333333333333333,0.9333333333333332,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,40,
316,0.07727297147115071,0.002106121358183282,0.006957610448201497,0.00012234417631225433,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8333333333333334,0.8583333333333333,0.85,0.8472222222222222,0.010393492741038691,253,0.9416666666666667,0.9333333333333333,0.9375,0.9375,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,50,
317,0.09231289227803548,0.0007615698584535431,0.008128643035888672,0.00017870433415505938,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.825,0.8416666666666667,0.8416666666666667,0.8361111111111111,0.007856742013183886,270,0.9416666666666667,0.925,0.9166666666666666,0.9277777777777777,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,60,
318,0.10577019055684407,0.0003345704133712387,0.009079376856486002,0.0001836269222610776,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8333333333333334,0.85,0.825,0.8361111111111111,0.01039349274103873,270,0.9458333333333333,0.9375,0.9333333333333333,0.9388888888888888,0.005196746370519344,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,70,
319,0.1221161683400472,0.0014714258346782579,0.010099967320760092,0.0001882210955071349,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8333333333333334,0.8416666666666667,0.825,0.8333333333333334,0.006804138174397738,276,0.95,0.9291666666666667,0.9375,0.9388888888888888,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,80,
320,0.13638790448506674,0.001709978719759405,0.011144161224365234,0.0001287444138130789,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8333333333333334,0.85,0.8416666666666667,0.8416666666666667,0.006804138174397693,261,0.925,0.9291666666666667,0.9375,0.9305555555555557,0.005196746370519345,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,90,
321,0.1542696158091227,0.0025264156279555957,0.0121000607808431,0.00023864269319581055,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.85,0.85,0.825,0.8416666666666667,0.011785113019775802,261,0.9291666666666667,0.925,0.9458333333333333,0.9333333333333332,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,100,
322,0.16559958457946777,0.001188718645645923,0.013345797856648764,6.080665798324206e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.85,0.85,0.825,0.8416666666666667,0.011785113019775802,261,0.9291666666666667,0.9291666666666667,0.9458333333333333,0.9347222222222222,0.007856742013183834,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,110,
323,0.18147889773050943,0.0011230053712147853,0.014470815658569336,0.0003633768738317846,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8583333333333333,0.85,0.825,0.8444444444444444,0.014163943093313291,257,0.9291666666666667,0.925,0.9458333333333333,0.9333333333333332,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,120,
324,0.19755125045776367,0.0010343617611341177,0.01650214195251465,0.0014617359022903538,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.85,0.8583333333333333,0.8416666666666667,0.85,0.006804138174397693,242,0.925,0.9291666666666667,0.9458333333333333,0.9333333333333332,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,130,
325,0.21073079109191895,0.0015059941759772424,0.01631617546081543,0.00017182432935185425,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8583333333333333,0.875,0.8333333333333334,0.8555555555555556,0.01712337223046936,222,0.9208333333333333,0.9333333333333333,0.9375,0.9305555555555555,0.007081971546656672,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,140,
326,0.2267936865488688,0.0006680157961315444,0.01777497927347819,0.0006729397326905896,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8333333333333334,0.875,0.8333333333333334,0.8472222222222223,0.019641855032959635,245,0.925,0.9333333333333333,0.9458333333333333,0.9347222222222222,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,150,
327,0.24339683850606283,0.001808114614565945,0.01947959264119466,0.001199248175705367,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8416666666666667,0.875,0.8333333333333334,0.8500000000000001,0.018002057495577376,234,0.9208333333333333,0.9333333333333333,0.9416666666666667,0.9319444444444445,0.008561686115234706,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,160,
328,0.2580835819244385,0.002258923196520425,0.019771655400594074,0.00019478086178146086,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8416666666666667,0.875,0.8333333333333334,0.8500000000000001,0.018002057495577376,234,0.9208333333333333,0.9333333333333333,0.9458333333333333,0.9333333333333332,0.010206207261596585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,170,
329,0.27174123128255206,0.001923965552926478,0.02108168601989746,0.00036215795245324143,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.85,0.875,0.8333333333333334,0.8527777777777779,0.017123372230469367,226,0.9291666666666667,0.9333333333333333,0.9458333333333333,0.9361111111111112,0.00708197154665662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,180,
330,0.28887470563252765,0.0005625268769443758,0.021956443786621094,0.0001558026042334724,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8583333333333333,0.875,0.8416666666666667,0.8583333333333334,0.01360827634879543,217,0.9291666666666667,0.9375,0.9416666666666667,0.9361111111111112,0.005196746370519344,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,190,
331,0.30430444081624347,0.0009571841410711541,0.023409605026245117,0.00039240327862635445,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.85,0.875,0.8333333333333334,0.8527777777777779,0.017123372230469367,226,0.925,0.9375,0.9416666666666667,0.9347222222222222,0.00708197154665662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,200,
332,0.3195344607035319,0.00297214667743192,0.024468183517456055,0.00010970778521104164,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.85,0.875,0.8333333333333334,0.8527777777777779,0.017123372230469367,226,0.925,0.9416666666666667,0.9458333333333333,0.9375,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,210,
333,0.3347436587015788,0.005189057710392879,0.02525981267293294,0.00010752322545162186,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8416666666666667,0.875,0.8416666666666667,0.8527777777777779,0.01571348402636772,226,0.925,0.9375,0.9458333333333333,0.9361111111111112,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,220,
334,0.3493921756744385,0.003350645244569884,0.026444196701049805,0.000397387678730102,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8416666666666667,0.875,0.8583333333333333,0.8583333333333334,0.01360827634879543,217,0.925,0.9333333333333333,0.9458333333333333,0.9347222222222222,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,230,
335,0.36247022946675617,0.0012500378236712621,0.028798500696818035,0.0008058723454693466,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8416666666666667,0.875,0.85,0.8555555555555556,0.014163943093313291,222,0.925,0.9333333333333333,0.9458333333333333,0.9347222222222222,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,240,
336,0.01569048563639323,4.7323268616362485e-05,0.002426703770955404,1.4769555776869703e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8083333333333333,0.8333333333333334,0.7083333333333334,0.7833333333333333,0.05400617248673217,418,0.875,0.8125,0.85,0.8458333333333333,0.025685058345704066,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,10,
337,0.030809799830118816,0.00033910477885420044,0.003505229949951172,3.068290571593085e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.775,0.8,0.7,0.7583333333333334,0.042491829279939906,456,0.8916666666666667,0.8875,0.825,0.8680555555555557,0.030492358889028008,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,20,
338,0.04528315862019857,0.0002921466209613293,0.004588206609090169,6.390695259658524e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7833333333333333,0.8166666666666667,0.75,0.7833333333333333,0.02721655269759086,418,0.8666666666666667,0.9041666666666667,0.8416666666666667,0.8708333333333335,0.025685058345704066,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,30,
339,0.06010739008585612,0.0002130881824820346,0.005673567454020183,2.586838531297015e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7666666666666667,0.8333333333333334,0.7583333333333333,0.7861111111111111,0.03356401659331827,407,0.8708333333333333,0.9,0.8625,0.8777777777777779,0.01607755125387531,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,40,
340,0.07538946469624837,0.0009870338425300713,0.007304986317952474,0.0008259561354637064,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7833333333333333,0.8,0.75,0.7777777777777778,0.020786985482077466,433,0.8833333333333333,0.8833333333333333,0.8625,0.8763888888888888,0.009820927516479791,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,50,
341,0.09051426251729329,0.0013841249467294397,0.00818943977355957,0.00042165416008331725,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.775,0.8083333333333333,0.75,0.7777777777777778,0.023895347964007302,433,0.8791666666666667,0.8833333333333333,0.8541666666666666,0.8722222222222222,0.012880025688188483,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,60,
342,0.10448114077250163,0.00074270785213008,0.008836905161539713,9.107991931460145e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8,0.8083333333333333,0.7416666666666667,0.7833333333333333,0.029658550700086973,418,0.8875,0.8833333333333333,0.8625,0.8777777777777778,0.010936122047238588,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,70,
343,0.1222697099049886,0.002942553657148443,0.010286966959635416,0.00032005835137185546,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8,0.8166666666666667,0.7416666666666667,0.7861111111111111,0.03215510250775062,407,0.8916666666666667,0.8958333333333334,0.8541666666666666,0.8805555555555555,0.018737135504488984,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,80,
344,0.1371168295542399,0.0022952254371299326,0.010982433954874674,0.00011575810612481778,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8,0.825,0.7583333333333333,0.7944444444444444,0.027498597046143512,365,0.8916666666666667,0.8916666666666667,0.8666666666666667,0.8833333333333334,0.011785113019775802,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,90,
345,0.15188066164652506,0.0019035801448439235,0.012645959854125977,0.000540320397414494,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7916666666666666,0.825,0.75,0.7888888888888889,0.030681558381075707,390,0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,100,
346,0.1637411117553711,0.0004926183657314688,0.01334985097249349,6.964906389779866e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8,0.8166666666666667,0.75,0.7888888888888889,0.028327886186626582,390,0.9,0.8916666666666667,0.8666666666666667,0.8861111111111111,0.014163943093313291,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,110,
347,0.18050042788187662,0.0011621825148950638,0.015184640884399414,0.001184568996179868,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8083333333333333,0.825,0.7583333333333333,0.7972222222222222,0.028327886186626582,348,0.9,0.8958333333333334,0.8666666666666667,0.8875000000000001,0.014829275350043487,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,120,
348,0.19399070739746094,0.0018978874971833802,0.015332619349161783,0.00015344038058547808,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8,0.8166666666666667,0.7583333333333333,0.7916666666666666,0.024532669073132923,380,0.9041666666666667,0.9,0.8625,0.888888888888889,0.018737135504488932,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,130,
349,0.20883647600809732,0.0017739461100979342,0.01653130849202474,0.00034102216183357976,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8,0.8166666666666667,0.75,0.7888888888888889,0.028327886186626582,390,0.8958333333333334,0.8958333333333334,0.8666666666666667,0.8861111111111111,0.013749298523071761,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,140,
350,0.2259812355041504,0.0036978353664142444,0.017550309499104817,0.0005164674136280905,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.8,0.825,0.7416666666666667,0.7888888888888889,0.034916125249934794,390,0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,150,
351,0.24177257219950357,0.0029403604463402438,0.019066651662190754,0.000840923595342808,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.7666666666666667,0.7972222222222222,0.021872244094477227,348,0.9083333333333333,0.9,0.8625,0.8902777777777778,0.01993430568667682,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,160,
352,0.2560155391693115,0.003923524812524799,0.019706885019938152,0.00020707165640311952,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.7666666666666667,0.7972222222222222,0.021872244094477227,348,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,170,
353,0.2675449053446452,0.0014118982696149451,0.02099021275838216,0.0004229593676905768,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.8333333333333334,0.8166666666666667,0.75,0.7999999999999999,0.036004114991154794,345,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,180,
354,0.2829132874806722,0.0014792386383421865,0.02176817258199056,0.00013692650201036334,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.8166666666666667,0.825,0.7666666666666667,0.8027777777777777,0.025760051376376915,340,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,190,
355,0.2980007330576579,0.0017185110664203079,0.023029804229736328,0.0004407600623250139,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.8166666666666667,0.8166666666666667,0.7583333333333333,0.7972222222222222,0.027498597046143523,348,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,200,
356,0.313959280649821,0.0012835533461369268,0.023995161056518555,0.00027763233578037745,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.8166666666666667,0.825,0.775,0.8055555555555555,0.021872244094477227,334,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,210,
357,0.326995849609375,0.002861859960772457,0.024854024251302082,0.000258294472213473,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.8166666666666667,0.8166666666666667,0.7583333333333333,0.7972222222222222,0.027498597046143523,348,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,220,
358,0.3393583297729492,0.004106457714826111,0.026158730189005535,0.00024748570748735617,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.8,0.825,0.7583333333333333,0.7944444444444444,0.027498597046143512,365,0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,230,
359,0.3580478032430013,0.0025395919188032755,0.028004169464111328,0.0009277296129884035,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.8166666666666667,0.8166666666666667,0.75,0.7944444444444444,0.03142696805273544,365,0.9,0.9,0.8625,0.8875000000000001,0.017677669529663678,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,240,
360,0.01762700080871582,0.0005080046306642589,0.0025801658630371094,4.0128049659670344e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9083333333333333,0.9,0.9083333333333333,0.9055555555555556,0.003928371006591917,130,1.0,0.9958333333333333,0.9958333333333333,0.9972222222222222,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,10,
361,0.03499317169189453,0.0010397293456816479,0.0036722819010416665,6.0155022906963655e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9166666666666666,0.925,0.9166666666666666,0.9194444444444444,0.003928371006591969,34,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,20,
362,0.0499119758605957,0.0007483153919152034,0.00470423698425293,1.744316122024957e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9166666666666666,0.9166666666666666,0.9083333333333333,0.9138888888888889,0.003928371006591917,73,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,30,
363,0.06469583511352539,0.00043525599855132784,0.005875587463378906,5.6818037096995727e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.925,0.9083333333333333,0.9,0.9111111111111111,0.010393492741038738,101,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,40,
364,0.08095947901407878,0.00029604665367247336,0.006908814112345378,1.6376809275806755e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9,0.9222222222222222,0.01571348402636772,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,50,
365,0.09844326972961426,0.0012845482092732686,0.00853872299194336,0.0001143824573712752,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9416666666666667,0.9333333333333333,0.9,0.9249999999999999,0.018002057495577376,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,60,
366,0.1143495241800944,0.0017827025235702925,0.00950018564860026,0.00020456122659549803,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.925,0.9333333333333333,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,70,
367,0.13001497586568198,0.00032955475593315014,0.011431217193603516,0.0019450056851517401,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.925,0.9416666666666667,0.9,0.9222222222222222,0.017123372230469367,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,80,
368,0.14545742670694986,0.00148916074431935,0.011437654495239258,0.00012200991681234939,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.925,0.9416666666666667,0.9083333333333333,0.9249999999999999,0.01360827634879543,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,90,
369,0.16361300150553384,0.0026048687868118494,0.012997309366861979,0.0008353366462530428,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.925,0.9416666666666667,0.9083333333333333,0.9249999999999999,0.01360827634879543,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,100,
370,0.1782838503519694,0.0013433587778598564,0.013561010360717773,9.267360122739557e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9,0.9222222222222222,0.01571348402636772,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,110,
371,0.19473028182983398,0.0026897954534436694,0.014990806579589844,0.0006785701318901994,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9416666666666667,0.9333333333333333,0.9,0.9249999999999999,0.018002057495577376,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,120,
372,0.21074350674947104,0.0034490897522124774,0.015668948491414387,0.00010410283337040723,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9,0.9222222222222222,0.01571348402636772,16,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,130,
373,0.2276754379272461,0.0007172972630978461,0.016873280207316082,0.0002504989580449484,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9083333333333333,0.9249999999999999,0.011785113019775802,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,140,
374,0.2411669890085856,0.0037392356112597117,0.018262227376302082,0.00019576690049981444,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9083333333333333,0.9249999999999999,0.011785113019775802,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,150,
375,0.25737277666727704,0.0022510027349678836,0.020810763041178387,0.0018376888493042971,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9083333333333333,0.9249999999999999,0.011785113019775802,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,160,
376,0.2720796267191569,0.0034857503594914506,0.021210670471191406,0.0019880504018269535,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9083333333333333,0.9249999999999999,0.011785113019775802,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,170,
377,0.29024259249369305,0.005412997664341819,0.02178819974263509,0.0002822065917338414,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9083333333333333,0.9249999999999999,0.011785113019775802,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,180,
378,0.3043653170267741,0.0023637902609435794,0.023071448008219402,0.0009016729320587643,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9083333333333333,0.9249999999999999,0.011785113019775802,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,190,
379,0.32245675722757977,0.0033601790688182875,0.02341349919637044,5.126178107487381e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9166666666666666,0.9277777777777777,0.007856742013183886,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,200,
380,0.33939162890116376,0.002666948885414979,0.024503151575724285,0.0001990190510612163,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.925,0.9333333333333333,0.9166666666666666,0.9249999999999999,0.006804138174397738,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,210,
381,0.3525489966074626,0.0030467774147099687,0.025455236434936523,0.0002645004584311535,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9166666666666666,0.9277777777777777,0.007856742013183886,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,220,
382,0.3706812063852946,0.00439041028643729,0.02744325002034505,0.0007263137912712332,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.925,0.9333333333333333,0.9166666666666666,0.9249999999999999,0.006804138174397738,4,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,230,
383,0.38558212916056317,0.002227948073723331,0.027659893035888672,0.00012522870144103442,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9333333333333333,0.9333333333333333,0.9166666666666666,0.9277777777777777,0.007856742013183886,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,240,
384,0.016820669174194336,0.0001982353590965593,0.0025116602579752603,0.0001237657051561779,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9083333333333333,0.9083333333333333,0.9,0.9055555555555556,0.003928371006591917,130,0.9833333333333333,0.9791666666666666,0.9875,0.9833333333333334,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,10,
385,0.03298560778299967,0.0005775514877653085,0.003917773564656575,0.00039098574485231356,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9166666666666666,0.9166666666666666,0.9166666666666666,0.9166666666666666,0.0,57,0.9875,0.9958333333333333,0.9958333333333333,0.9930555555555557,0.003928371006591917,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,20,
386,0.048586527506510414,0.00030437978689463406,0.00466458002726237,1.3532340219925286e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.9166666666666666,0.925,0.9166666666666666,0.9194444444444444,0.003928371006591969,34,0.9875,0.9916666666666667,0.9875,0.9888888888888889,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,30,
387,0.06379882494608562,0.0006316394797783994,0.005844513575236003,7.772039365126978e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9166666666666666,0.9083333333333333,0.9166666666666666,0.9138888888888889,0.003928371006591917,73,0.9916666666666667,0.9958333333333333,0.9875,0.9916666666666667,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,40,
388,0.07917229334513347,0.0004106555147570998,0.006834824879964192,0.00017641990364948204,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9166666666666666,0.9222222222222222,0.007856742013183886,16,0.9916666666666667,0.9958333333333333,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,50,
389,0.0964663823445638,0.0017359524253288633,0.008069912592569986,0.00012737032686607432,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9166666666666666,0.9222222222222222,0.007856742013183886,16,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,60,
390,0.11081695556640625,0.0007040679741835696,0.00934290885925293,0.0004050071826097555,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,0.9916666666666667,0.9958333333333333,0.9916666666666667,0.9930555555555557,0.001964185503295958,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,70,
391,0.1281092961629232,0.0013101186661405486,0.010211865107218424,0.00012135987083847512,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,0.9958333333333333,0.9958333333333333,0.9958333333333333,0.9958333333333332,1.1102230246251565e-16,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,80,
392,0.14543048540751138,0.003042082657184899,0.011495590209960938,6.643484258761476e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9333333333333333,0.925,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,0.9958333333333333,0.9958333333333333,0.9958333333333333,0.9958333333333332,1.1102230246251565e-16,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,90,
393,0.15951061248779297,0.001234264883424342,0.01272741953531901,0.00015601787476975584,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9333333333333333,0.925,0.9083333333333333,0.9222222222222222,0.010393492741038738,16,0.9958333333333333,0.9958333333333333,0.9958333333333333,0.9958333333333332,1.1102230246251565e-16,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,100,
394,0.17575764656066895,0.002592807261874631,0.0135041872660319,0.00019976739131881928,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9,0.9166666666666666,0.01360827634879543,57,0.9958333333333333,0.9958333333333333,0.9958333333333333,0.9958333333333332,1.1102230246251565e-16,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,110,
395,0.1917275587717692,0.0022347840187613224,0.01467585563659668,0.00029334135511337785,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9083333333333333,0.9194444444444444,0.010393492741038738,34,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,120,
396,0.20608933766682944,0.0007744175142569368,0.015590747197469076,0.00026657260893740356,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9,0.9166666666666666,0.01360827634879543,57,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,130,
397,0.2215555508931478,0.00274976051611704,0.0169219175974528,0.0003344744629051692,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9,0.9166666666666666,0.01360827634879543,57,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,140,
398,0.23727075258890787,0.004781557093174139,0.0178069273630778,0.000315492459101681,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9333333333333333,0.9166666666666666,0.9,0.9166666666666666,0.01360827634879543,57,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,150,
399,0.25405311584472656,0.0028138757520077278,0.018842776616414387,0.00021243584478941696,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9333333333333333,0.9083333333333333,0.9,0.9138888888888889,0.014163943093313291,73,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,160,
400,0.2699679533640544,0.003973938868950737,0.020039717356363933,0.00017325418801517368,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.925,0.9166666666666666,0.9083333333333333,0.9166666666666666,0.006804138174397738,57,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,170,
401,0.2887697219848633,0.0031870874343175016,0.021602551142374676,0.0008946212832986688,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,180,
402,0.3001559575398763,0.0023111590968044322,0.022881031036376953,0.0003235195752181259,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.925,0.9166666666666666,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,190,
403,0.31984718640645343,0.00498070922208216,0.023749430974324543,0.0001642195066486961,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.925,0.925,0.8916666666666667,0.9138888888888889,0.01571348402636772,73,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,200,
404,0.3306428591410319,0.0034525980991360755,0.024884382883707683,0.0008900071636185464,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.925,0.9166666666666666,0.8916666666666667,0.9111111111111111,0.014163943093313277,101,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,210,
405,0.3460674285888672,0.003590188003557993,0.025207042694091797,4.646940597099288e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.925,0.9166666666666666,0.9,0.9138888888888889,0.01039349274103873,73,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,220,
406,0.36265985171000165,0.0010821652065029857,0.02635025978088379,0.0003626076182228658,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.925,0.925,0.9,0.9166666666666666,0.011785113019775802,57,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,230,
407,0.3790719509124756,0.0024015205580122916,0.02745358149210612,0.00039183218022971597,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.925,0.925,0.9,0.9166666666666666,0.011785113019775802,57,0.9958333333333333,0.9958333333333333,0.9916666666666667,0.9944444444444445,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,240,
408,0.016377766927083332,0.00011620622530180863,0.002470731735229492,9.207711943305739e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8833333333333333,0.85,0.875,0.8694444444444445,0.014163943093313291,214,0.9541666666666667,0.9583333333333334,0.95,0.9541666666666666,0.003402069087198892,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,10,
409,0.031760851542154946,0.0003314801641155383,0.0036200682322184243,0.00013201391713004565,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.9166666666666666,0.8416666666666667,0.9,0.8861111111111111,0.03215510250775062,193,0.9791666666666666,0.9375,0.9666666666666667,0.9611111111111111,0.017458062624967397,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,20,
410,0.04800144831339518,8.32635903273326e-05,0.004795551300048828,4.049514591786482e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.9,0.8666666666666667,0.875,0.8805555555555555,0.014163943093313291,207,0.975,0.95,0.9583333333333334,0.9611111111111111,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,30,
411,0.06445956230163574,0.0013190671304522783,0.006000836690266927,0.00025046030288965876,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.9083333333333333,0.875,0.875,0.8861111111111111,0.01571348402636772,193,0.9666666666666667,0.9541666666666667,0.9583333333333334,0.9597222222222223,0.005196746370519346,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,40,
412,0.07826050122578938,0.0005340162234689012,0.006987094879150391,7.330379444834187e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.9166666666666666,0.875,0.875,0.8888888888888888,0.019641855032959635,185,0.9708333333333333,0.9708333333333333,0.9583333333333334,0.9666666666666667,0.005892556509887875,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,50,
413,0.0944054126739502,0.0016222934403521056,0.008000373840332031,7.116092341593661e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.9166666666666666,0.875,0.8833333333333333,0.8916666666666666,0.018002057495577376,159,0.9708333333333333,0.9708333333333333,0.9541666666666667,0.9652777777777778,0.007856742013183834,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,60,
414,0.10965959231058757,0.0014755637107716848,0.009601593017578125,0.00047023461825310413,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.9166666666666666,0.875,0.875,0.8888888888888888,0.019641855032959635,185,0.975,0.9666666666666667,0.9583333333333334,0.9666666666666667,0.006804138174397693,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,70,
415,0.12363839149475098,0.002230485444590038,0.01045695940653483,0.0006908466581138776,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.9166666666666666,0.8833333333333333,0.875,0.8916666666666666,0.018002057495577376,159,0.9708333333333333,0.975,0.9625,0.9694444444444444,0.005196746370519345,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,80,
416,0.14009594917297363,0.001173156701817426,0.011313041051228842,0.00013899691835557058,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.9166666666666666,0.875,0.8916666666666667,0.8944444444444444,0.01712337223046936,157,0.975,0.9708333333333333,0.9666666666666667,0.9708333333333333,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,90,
417,0.1552147070566813,0.001465807252823521,0.012533823649088541,0.00035962038931361325,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.9166666666666666,0.8916666666666667,0.8833333333333333,0.8972222222222221,0.014163943093313277,140,0.9708333333333333,0.9708333333333333,0.9666666666666667,0.9694444444444444,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,100,
418,0.17197895050048828,0.001109140569688563,0.013586918512980143,0.0002815919122436634,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.9,0.9,0.875,0.8916666666666666,0.011785113019775802,159,0.975,0.9708333333333333,0.9666666666666667,0.9708333333333333,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,110,
419,0.18547813097635904,0.0012851924898616438,0.014795462290445963,0.0004781088692710534,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.9166666666666666,0.9,0.875,0.8972222222222221,0.017123372230469367,140,0.9708333333333333,0.9708333333333333,0.9666666666666667,0.9694444444444444,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,120,
420,0.20435643196105957,0.006034725593582751,0.01642266909281413,0.0013272249481496433,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.9166666666666666,0.9,0.8666666666666667,0.8944444444444445,0.020786985482077427,144,0.9666666666666667,0.9708333333333333,0.975,0.9708333333333333,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,130,
421,0.21701224644978842,0.003678233861537341,0.016828060150146484,0.00032571084529218905,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.9166666666666666,0.9,0.8666666666666667,0.8944444444444445,0.020786985482077427,144,0.9666666666666667,0.9708333333333333,0.975,0.9708333333333333,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,140,
422,0.2319322427113851,0.0018103872191127266,0.017913262049357098,0.000229818224531702,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8666666666666667,0.888888888888889,0.017123372230469367,175,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,150,
423,0.24576234817504883,0.00047047112700469065,0.018685261408487957,0.00040120878124147295,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.9083333333333333,0.9083333333333333,0.8583333333333333,0.8916666666666666,0.023570226039551605,159,0.9708333333333333,0.975,0.9791666666666666,0.975,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,160,
424,0.2608148256937663,0.0022983286004409358,0.020835002263387043,0.0011007415852802246,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.9083333333333333,0.9,0.875,0.8944444444444445,0.014163943093313291,144,0.9708333333333333,0.975,0.9791666666666666,0.975,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,170,
425,0.2772366205851237,0.0013708414163509299,0.020945946375528973,0.00022053760093214558,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,159,0.9708333333333333,0.975,0.9791666666666666,0.975,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,180,
426,0.2935146490732829,0.003154884045685689,0.02224111557006836,0.00020774819652738945,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.875,0.8916666666666666,0.01360827634879543,159,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,190,
427,0.30929040908813477,0.0012934237727703659,0.023251454035441082,0.0002663185924932392,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.9083333333333333,0.9,0.875,0.8944444444444445,0.014163943093313291,144,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,200,
428,0.3263537883758545,0.0013104392159813993,0.02497402826944987,0.0009815322426649903,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.9,0.9,0.875,0.8916666666666666,0.011785113019775802,159,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,210,
429,0.34332092603047687,0.0017334791075421592,0.02530225118001302,6.256518230674625e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.9,0.8916666666666667,0.875,0.888888888888889,0.010393492741038738,175,0.9708333333333333,0.975,0.9791666666666666,0.975,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,220,
430,0.3534282048543294,0.004576633948413212,0.0273593266805013,0.0010683503866577313,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.9,0.8916666666666667,0.8833333333333333,0.8916666666666666,0.006804138174397738,159,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,230,
431,0.3705586592356364,0.004297858269298946,0.02750245730082194,0.00033862468798390486,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.9083333333333333,0.8916666666666667,0.8833333333333333,0.8944444444444445,0.01039349274103873,144,0.9708333333333333,0.975,0.975,0.9736111111111111,0.0019641855032959585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,240,
432,0.016147851943969727,0.0002188085995544786,0.002435445785522461,8.715625873134538e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8166666666666667,0.8416666666666667,0.7666666666666667,0.8083333333333332,0.03118047822311616,326,0.9125,0.8958333333333334,0.8916666666666667,0.9,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,10,
433,0.03064568837483724,4.177808942254606e-05,0.0035248597462972007,3.465818609830698e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8083333333333333,0.8416666666666667,0.7916666666666666,0.8138888888888888,0.02078698548207747,316,0.9333333333333333,0.925,0.9208333333333333,0.9263888888888889,0.005196746370519385,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,20,
434,0.04655845959981283,0.0009033427389166927,0.004673560460408528,9.494815158558679e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8,0.8583333333333333,0.8416666666666667,0.8333333333333334,0.02453266907313287,276,0.9375,0.9375,0.9208333333333333,0.9319444444444445,0.007856742013183886,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,30,
435,0.06086913744608561,0.0004996334744556333,0.0056763490041097,4.9707970818697287e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8,0.8666666666666667,0.8583333333333333,0.8416666666666667,0.029658550700086952,261,0.9291666666666667,0.9375,0.9333333333333333,0.9333333333333332,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,40,
436,0.07590309778849284,0.00027374393934069064,0.006775856018066406,1.2088237343998937e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8333333333333334,0.8583333333333333,0.85,0.8472222222222222,0.010393492741038691,253,0.9416666666666667,0.9333333333333333,0.9375,0.9375,0.0034020690871988464,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,50,
437,0.0925596555074056,0.0005961978825945484,0.007863759994506836,5.319068094274325e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.825,0.8416666666666667,0.8416666666666667,0.8361111111111111,0.007856742013183886,270,0.9416666666666667,0.925,0.9166666666666666,0.9277777777777777,0.01039349274103873,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,60,
438,0.10745930671691895,0.0006880957082274128,0.008958896001180014,7.740942109654222e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8333333333333334,0.85,0.825,0.8361111111111111,0.01039349274103873,270,0.9458333333333333,0.9375,0.9333333333333333,0.9388888888888888,0.005196746370519344,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,70,
439,0.12147951126098633,0.0007873233700373135,0.010034799575805664,0.00021651426390424075,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8333333333333334,0.8416666666666667,0.825,0.8333333333333334,0.006804138174397738,276,0.95,0.9291666666666667,0.9375,0.9388888888888888,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,80,
440,0.1383061408996582,0.002743482855621128,0.011049111684163412,0.0001340837393167688,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8333333333333334,0.85,0.8416666666666667,0.8416666666666667,0.006804138174397693,261,0.925,0.9291666666666667,0.9375,0.9305555555555557,0.005196746370519345,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,90,
441,0.15137306849161783,0.0007254234225206065,0.012180248896280924,0.00031818209711662873,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.85,0.85,0.825,0.8416666666666667,0.011785113019775802,261,0.9291666666666667,0.925,0.9458333333333333,0.9333333333333332,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,100,
442,0.1657870610555013,0.0006740255951346235,0.01305548350016276,0.00013027844110896172,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.85,0.85,0.825,0.8416666666666667,0.011785113019775802,261,0.9291666666666667,0.9291666666666667,0.9458333333333333,0.9347222222222222,0.007856742013183834,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,110,
443,0.18244481086730957,0.002153347225709877,0.014198064804077148,9.122078872608226e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8583333333333333,0.85,0.825,0.8444444444444444,0.014163943093313291,257,0.9291666666666667,0.925,0.9458333333333333,0.9333333333333332,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,120,
444,0.19621817270914713,0.0013681800417503268,0.015292167663574219,0.00022754835395706933,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.85,0.8583333333333333,0.8416666666666667,0.85,0.006804138174397693,242,0.925,0.9291666666666667,0.9458333333333333,0.9333333333333332,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,130,
445,0.21074477831522623,0.001393898195632423,0.016522010167439777,0.00016223005688111594,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8583333333333333,0.875,0.8333333333333334,0.8555555555555556,0.01712337223046936,222,0.9208333333333333,0.9333333333333333,0.9375,0.9305555555555555,0.007081971546656672,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,140,
446,0.2261648972829183,0.002969480398774636,0.01737380027770996,0.0001738679101122936,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8333333333333334,0.875,0.8333333333333334,0.8472222222222223,0.019641855032959635,245,0.925,0.9333333333333333,0.9458333333333333,0.9347222222222222,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,150,
447,0.24119003613789877,0.0017609024926636592,0.018601020177205402,3.489790728908229e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8416666666666667,0.875,0.8333333333333334,0.8500000000000001,0.018002057495577376,234,0.9208333333333333,0.9333333333333333,0.9416666666666667,0.9319444444444445,0.008561686115234706,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,160,
448,0.2568506399790446,0.0005629340963410027,0.019613027572631836,1.319010073224031e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8416666666666667,0.875,0.8333333333333334,0.8500000000000001,0.018002057495577376,234,0.9208333333333333,0.9333333333333333,0.9458333333333333,0.9333333333333332,0.010206207261596585,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,170,
449,0.2721700668334961,0.000860597569290859,0.020815213521321613,0.00030314659557619547,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.85,0.875,0.8333333333333334,0.8527777777777779,0.017123372230469367,226,0.9291666666666667,0.9333333333333333,0.9458333333333333,0.9361111111111112,0.00708197154665662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,180,
450,0.28833731015523273,0.0003713130029000263,0.022189537684122723,0.0003835115492120109,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8583333333333333,0.875,0.8416666666666667,0.8583333333333334,0.01360827634879543,217,0.9291666666666667,0.9375,0.9416666666666667,0.9361111111111112,0.005196746370519344,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,190,
451,0.305680513381958,0.0021662749708107882,0.022779385248819988,0.00013400090417679624,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.85,0.875,0.8333333333333334,0.8527777777777779,0.017123372230469367,226,0.925,0.9375,0.9416666666666667,0.9347222222222222,0.00708197154665662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,200,
452,0.3194560209910075,0.0024147113284453087,0.023935715357462566,0.00033108145355306717,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.85,0.875,0.8333333333333334,0.8527777777777779,0.017123372230469367,226,0.925,0.9416666666666667,0.9458333333333333,0.9375,0.009001028747788662,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,210,
453,0.3343839645385742,0.0013365136229169616,0.02516349156697591,0.00010667951928629746,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8416666666666667,0.875,0.8416666666666667,0.8527777777777779,0.01571348402636772,226,0.925,0.9375,0.9458333333333333,0.9361111111111112,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,220,
454,0.34695227940877277,0.0017069475598733104,0.028177499771118164,0.002658038575203525,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8416666666666667,0.875,0.8583333333333333,0.8583333333333334,0.01360827634879543,217,0.925,0.9333333333333333,0.9458333333333333,0.9347222222222222,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,230,
455,0.3630972703297933,0.0015006740422421395,0.02805169423421224,0.0008208997925995569,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8416666666666667,0.875,0.85,0.8555555555555556,0.014163943093313291,222,0.925,0.9333333333333333,0.9458333333333333,0.9347222222222222,0.00856168611523466,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,240,
456,0.01579117774963379,0.00019536633854646762,0.0024639765421549478,4.995436637432538e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8083333333333333,0.8333333333333334,0.7083333333333334,0.7833333333333333,0.05400617248673217,418,0.875,0.8125,0.85,0.8458333333333333,0.025685058345704066,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,10,
457,0.031102101008097332,0.00015912486947474588,0.0035843849182128906,1.733747383374962e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.775,0.8,0.7,0.7583333333333334,0.042491829279939906,456,0.8916666666666667,0.8875,0.825,0.8680555555555557,0.030492358889028008,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,20,
458,0.04546085993448893,0.0001901595392697229,0.004632314046223958,3.8253285032770086e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.7833333333333333,0.8166666666666667,0.75,0.7833333333333333,0.02721655269759086,418,0.8666666666666667,0.9041666666666667,0.8416666666666667,0.8708333333333335,0.025685058345704066,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,30,
459,0.060375213623046875,0.0002922639024416082,0.005656878153483073,3.1425663008852536e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.7666666666666667,0.8333333333333334,0.7583333333333333,0.7861111111111111,0.03356401659331827,407,0.8708333333333333,0.9,0.8625,0.8777777777777779,0.01607755125387531,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,40,
460,0.07503811518351237,0.00021335619672514713,0.0068082014719645185,6.0482031328541894e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.7833333333333333,0.8,0.75,0.7777777777777778,0.020786985482077466,433,0.8833333333333333,0.8833333333333333,0.8625,0.8763888888888888,0.009820927516479791,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,50,
461,0.09034260114034016,0.0004637728322036133,0.007896900177001953,0.0001512710302477624,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.775,0.8083333333333333,0.75,0.7777777777777778,0.023895347964007302,433,0.8791666666666667,0.8833333333333333,0.8541666666666666,0.8722222222222222,0.012880025688188483,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,60,
462,0.10651381810506184,0.00114038641754066,0.009019692738850912,0.00021206769354415727,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8,0.8083333333333333,0.7416666666666667,0.7833333333333333,0.029658550700086973,418,0.8875,0.8833333333333333,0.8625,0.8777777777777778,0.010936122047238588,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,70,
463,0.11972904205322266,0.0002963733782036198,0.009969790776570639,5.592642408797435e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8,0.8166666666666667,0.7416666666666667,0.7861111111111111,0.03215510250775062,407,0.8916666666666667,0.8958333333333334,0.8541666666666666,0.8805555555555555,0.018737135504488984,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,80,
464,0.1373594601949056,0.0021079075116703866,0.011462767918904623,0.00041849976293624995,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8,0.825,0.7583333333333333,0.7944444444444444,0.027498597046143512,365,0.8916666666666667,0.8916666666666667,0.8666666666666667,0.8833333333333334,0.011785113019775802,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,90,
465,0.14810546239217123,0.0007723369181755424,0.012217998504638672,7.833274980714504e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.7916666666666666,0.825,0.75,0.7888888888888889,0.030681558381075707,390,0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,100,
466,0.1679090658823649,0.0019881436335733842,0.013410727183024088,0.00022620218089435904,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8,0.8166666666666667,0.75,0.7888888888888889,0.028327886186626582,390,0.9,0.8916666666666667,0.8666666666666667,0.8861111111111111,0.014163943093313291,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,110,
467,0.17865753173828125,0.0011529948286064988,0.014267365137736002,0.00012439363541479813,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8083333333333333,0.825,0.7583333333333333,0.7972222222222222,0.028327886186626582,348,0.9,0.8958333333333334,0.8666666666666667,0.8875000000000001,0.014829275350043487,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,120,
468,0.19417977333068848,0.0027060251682869993,0.01552271842956543,0.00019033937380298076,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8,0.8166666666666667,0.7583333333333333,0.7916666666666666,0.024532669073132923,380,0.9041666666666667,0.9,0.8625,0.888888888888889,0.018737135504488932,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,130,
469,0.210370143254598,0.0035418024323007726,0.01675271987915039,0.0003384462931737518,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8,0.8166666666666667,0.75,0.7888888888888889,0.028327886186626582,390,0.8958333333333334,0.8958333333333334,0.8666666666666667,0.8861111111111111,0.013749298523071761,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,140,
470,0.2244849999745687,0.0022539138784978246,0.018285512924194336,0.0008316494808244659,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.8,0.825,0.7416666666666667,0.7888888888888889,0.034916125249934794,390,0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,150,
471,0.23864165941874185,0.001216082117297018,0.0183413028717041,0.00012033991298927994,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.7666666666666667,0.7972222222222222,0.021872244094477227,348,0.9083333333333333,0.9,0.8625,0.8902777777777778,0.01993430568667682,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,160,
472,0.25290489196777344,0.0002455457501421974,0.019875208536783855,0.0003384605876259898,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8083333333333333,0.8166666666666667,0.7666666666666667,0.7972222222222222,0.021872244094477227,348,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,170,
473,0.2675282955169678,0.0012424677440894423,0.021255334218343098,0.0007089525841040031,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.8333333333333334,0.8166666666666667,0.75,0.7999999999999999,0.036004114991154794,345,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,180,
474,0.28538815180460614,0.002721457354089324,0.023700475692749023,0.0025859865263818927,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.8166666666666667,0.825,0.7666666666666667,0.8027777777777777,0.025760051376376915,340,0.9083333333333333,0.9,0.8666666666666667,0.8916666666666666,0.018002057495577376,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,190,
475,0.3008335431416829,0.0023564834069027766,0.02371374766031901,0.0006782856844363505,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.8166666666666667,0.8166666666666667,0.7583333333333333,0.7972222222222222,0.027498597046143523,348,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,200,
476,0.31415168444315594,0.0014362815191670051,0.028041521708170574,0.005671409406103853,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.8166666666666667,0.825,0.775,0.8055555555555555,0.021872244094477227,334,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,210,
477,0.32834657033284503,0.0027236999787838335,0.025481303532918293,0.0010371511888503085,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.8166666666666667,0.8166666666666667,0.7583333333333333,0.7972222222222222,0.027498597046143523,348,0.9041666666666667,0.9,0.8666666666666667,0.8902777777777778,0.01678200829665912,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,220,
478,0.3452763557434082,0.004751051277727087,0.027141491572062176,0.0011973570201795302,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.8,0.825,0.7583333333333333,0.7944444444444444,0.027498597046143512,365,0.9,0.9,0.8666666666666667,0.888888888888889,0.01571348402636772,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,230,
479,0.3566403388977051,0.0034471264334279975,0.027222871780395508,4.918862852330817e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.8166666666666667,0.8166666666666667,0.75,0.7944444444444444,0.03142696805273544,365,0.9,0.9,0.8625,0.8875000000000001,0.017677669529663678,RandomForestClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,240,
0,0.05831329027811686,0.0003428635646479378,0.005880117416381836,0.00010407564959010542,42,"{'n_estimators': 30, 'random_state': 42}",0.5666666666666667,0.775,0.7,0.6805555555555557,0.08615590232928236,22,0.8291666666666667,0.8458333333333333,0.8,0.8250000000000001,0.018941919023591446,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,
1,0.07749207814534505,0.0013989582052534389,0.007511297861735026,0.0002114507422461358,42,"{'n_estimators': 40, 'random_state': 42}",0.7416666666666667,0.7916666666666666,0.6916666666666667,0.7416666666666666,0.04082482904638629,21,0.8541666666666666,0.8666666666666667,0.825,0.8486111111111111,0.017458062624967435,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,
2,0.09707784652709961,0.001390107875835751,0.009336709976196289,0.0005001420593134047,42,"{'n_estimators': 50, 'random_state': 42}",0.8,0.8583333333333333,0.7583333333333333,0.8055555555555555,0.041013397389537215,8,0.9,0.9333333333333333,0.8958333333333334,0.9097222222222223,0.01678200829665912,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,
3,0.11666321754455566,0.0009320629298838332,0.010756492614746094,7.757438611499482e-05,42,"{'n_estimators': 60, 'random_state': 42}",0.8,0.8,0.7916666666666666,0.7972222222222222,0.00392837100659197,11,0.9166666666666666,0.8833333333333333,0.9125,0.9041666666666667,0.014829275350043487,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,
4,0.13458840052286783,0.0014587816626171638,0.012126286824544271,0.00016139891045976974,42,"{'n_estimators': 70, 'random_state': 42}",0.7083333333333334,0.825,0.8166666666666667,0.7833333333333332,0.05314201797141383,19,0.8375,0.8791666666666667,0.9416666666666667,0.8861111111111111,0.04280843057617344,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,
5,0.1548163890838623,0.0005549256151627682,0.014320770899454752,0.0003848646184179066,42,"{'n_estimators': 80, 'random_state': 42}",0.7333333333333333,0.825,0.8166666666666667,0.7916666666666666,0.04138795673819818,16,0.8583333333333333,0.8875,0.9333333333333333,0.8930555555555554,0.030869598292906794,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,
6,0.17224621772766113,0.0017791267028503697,0.015262524286905924,6.546586164024987e-05,42,"{'n_estimators': 90, 'random_state': 42}",0.7666666666666667,0.7916666666666666,0.8333333333333334,0.7972222222222222,0.027498597046143512,11,0.9125,0.8958333333333334,0.9541666666666667,0.9208333333333334,0.024532669073132923,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,
7,0.1930882136027018,0.0005096283742132687,0.017374753952026367,0.0007320315727166854,42,"{'n_estimators': 100, 'random_state': 42}",0.7333333333333333,0.7916666666666666,0.8333333333333334,0.7861111111111111,0.04101339738953726,18,0.8666666666666667,0.8916666666666667,0.95,0.9027777777777777,0.03491612524993478,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,
8,0.21258648236592612,0.001484651825187819,0.019033273061116535,0.0008424967372623912,42,"{'n_estimators': 110, 'random_state': 42}",0.775,0.775,0.8333333333333334,0.7944444444444444,0.027498597046143523,14,0.9291666666666667,0.8916666666666667,0.9375,0.9194444444444444,0.01993430568667682,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,
9,0.23279968897501627,0.002855108753387791,0.02011386553446452,0.00020939362723634082,42,"{'n_estimators': 120, 'random_state': 42}",0.775,0.775,0.825,0.7916666666666666,0.023570226039551553,16,0.9458333333333333,0.8916666666666667,0.9458333333333333,0.9277777777777777,0.02553441154284751,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,
10,0.24902884165445963,0.001400884560949081,0.022030989329020183,0.0005904100418795693,42,"{'n_estimators': 130, 'random_state': 42}",0.775,0.7833333333333333,0.825,0.7944444444444444,0.021872244094477227,14,0.9458333333333333,0.8958333333333334,0.9541666666666667,0.9319444444444445,0.025760051376376946,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,
11,0.27912012736002606,0.007211769469886603,0.024437904357910156,0.000606251551791771,42,"{'n_estimators': 140, 'random_state': 42}",0.775,0.8166666666666667,0.8333333333333334,0.8083333333333335,0.02453266907313291,4,0.9416666666666667,0.8958333333333334,0.9625,0.9333333333333332,0.02784713563300474,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,
12,0.2903887430826823,0.0032822686763345488,0.024645646413167317,0.0002685247630969864,42,"{'n_estimators': 150, 'random_state': 42}",0.7666666666666667,0.8166666666666667,0.8083333333333333,0.7972222222222222,0.021872244094477227,11,0.95,0.8958333333333334,0.9458333333333333,0.9305555555555555,0.024611173814818508,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,
13,0.30637065569559735,0.003138090422121288,0.027123292287190754,0.001507610060599424,42,"{'n_estimators': 160, 'random_state': 42}",0.7083333333333334,0.8083333333333333,0.8166666666666667,0.7777777777777777,0.04922234762963707,20,0.8458333333333333,0.8958333333333334,0.9416666666666667,0.8944444444444445,0.0391361188989038,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,
14,0.3237574100494385,0.0006579195429892296,0.027542988459269207,0.0001152766910988525,42,"{'n_estimators': 170, 'random_state': 42}",0.75,0.825,0.825,0.7999999999999999,0.035355339059327355,10,0.8541666666666666,0.9083333333333333,0.9458333333333333,0.9027777777777777,0.037628381067066854,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,
15,0.3444785277048747,0.0013861468554833866,0.030229886372884113,0.001247656981380732,42,"{'n_estimators': 180, 'random_state': 42}",0.775,0.8166666666666667,0.825,0.8055555555555557,0.021872244094477227,5,0.8583333333333333,0.9166666666666666,0.9416666666666667,0.9055555555555556,0.034916125249934836,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,
16,0.3637251059214274,0.0022270442256492914,0.03212579091389974,0.0011882559114025867,42,"{'n_estimators': 190, 'random_state': 42}",0.7833333333333333,0.8083333333333333,0.825,0.8055555555555557,0.017123372230469367,5,0.8541666666666666,0.9,0.9708333333333333,0.9083333333333333,0.04799209039769722,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,
17,0.38335220019022626,0.0019170010265860038,0.032393296559651695,0.0004662342760446841,42,"{'n_estimators': 200, 'random_state': 42}",0.7666666666666667,0.8166666666666667,0.8166666666666667,0.8000000000000002,0.023570226039551553,9,0.8583333333333333,0.9,0.9541666666666667,0.9041666666666667,0.03923457469951541,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,
18,0.4033026695251465,0.0020068902082333974,0.03542772928873698,0.00037091915475914706,42,"{'n_estimators': 210, 'random_state': 42}",0.7666666666666667,0.8166666666666667,0.8333333333333334,0.8055555555555557,0.02832788618662657,5,0.8708333333333333,0.9083333333333333,0.9541666666666667,0.9111111111111111,0.034077344851070286,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,
19,0.42188310623168945,0.0039344619060355975,0.036027987798055015,0.0006184262472959922,42,"{'n_estimators': 220, 'random_state': 42}",0.825,0.85,0.8416666666666667,0.8388888888888889,0.010393492741038738,1,0.9583333333333334,0.9916666666666667,0.975,0.9750000000000001,0.01360827634879543,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,
20,0.4371656576792399,0.0044082700147653545,0.0385888417561849,0.000966584133576715,42,"{'n_estimators': 230, 'random_state': 42}",0.7583333333333333,0.8583333333333333,0.85,0.8222222222222223,0.04530418452861136,3,0.8833333333333333,0.9916666666666667,0.9791666666666666,0.9513888888888888,0.04839236497273431,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,
21,0.4581185181935628,0.0021682760693149663,0.038262526194254555,0.00028677413347918013,42,"{'n_estimators': 240, 'random_state': 42}",0.7583333333333333,0.8833333333333333,0.8416666666666667,0.8277777777777778,0.05196746370519363,2,0.8833333333333333,0.9916666666666667,0.9708333333333333,0.9486111111111111,0.046935403468655025,AdaBoostClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,
0,0.16571958859761557,0.000792309488619275,0.001661221186319987,5.35575143076336e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.8666666666666667,0.8666666666666667,0.8333333333333334,0.8555555555555556,0.01571348402636772,66,0.975,0.9791666666666666,0.9833333333333333,0.9791666666666666,0.0034020690871988464,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.05
1,0.22237451871236166,0.0022536391921369045,0.0018510818481445312,0.00011751254876621276,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.8833333333333333,0.875,0.85,0.8694444444444445,0.014163943093313291,64,0.9958333333333333,1.0,0.9916666666666667,0.9958333333333332,0.0034020690871988464,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.05
2,0.2772551377614339,0.001854366967413145,0.001825253168741862,5.386688956158192e-05,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.875,0.8833333333333333,0.8416666666666667,0.8666666666666667,0.018002057495577376,65,0.9958333333333333,1.0,1.0,0.9986111111111112,0.0019641855032959585,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.05
3,0.3358667691548665,0.0050521499324057565,0.002030054728190104,9.237693572372734e-05,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.8916666666666667,0.9,0.8583333333333333,0.8833333333333333,0.018002057495577428,62,0.9958333333333333,1.0,1.0,0.9986111111111112,0.0019641855032959585,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.05
4,0.3896471659342448,0.001660646365746768,0.0020858446756998696,4.197897578289701e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.9,0.9083333333333333,0.8583333333333333,0.8888888888888888,0.02187224409447728,61,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.05
5,0.4471565882364909,0.005076569279020874,0.0021797815958658853,5.5482188504478454e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.9,0.925,0.85,0.8916666666666667,0.031180478223116207,60,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.05
6,0.5030304590861002,0.0018560096622788815,0.00231782595316569,7.273924703648552e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.9083333333333333,0.925,0.8583333333333333,0.8972222222222223,0.02832788618662662,59,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.05
7,0.5570936997731527,0.002130282517393866,0.0024511019388834634,0.0001698051794068813,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.925,0.925,0.875,0.9083333333333333,0.023570226039551605,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.05
8,0.6138178507486979,0.002764954569476957,0.0023346741994222007,4.1692737744532524e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.9416666666666667,0.925,0.875,0.9138888888888889,0.028327886186626582,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.05
9,0.6696645418802897,0.0005046000040173335,0.002540747324625651,8.487641885574874e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.9416666666666667,0.925,0.875,0.9138888888888889,0.028327886186626582,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.05
10,0.7272027333577474,0.002635962943638506,0.0025796890258789062,5.66617524691128e-05,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.9583333333333334,0.925,0.875,0.9194444444444444,0.034246744460938776,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.05
11,0.7839107513427734,0.005556436388376612,0.0026418368021647134,3.568021637655123e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.95,0.9083333333333333,0.875,0.9111111111111111,0.030681558381075707,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.05
12,0.8359778722127279,0.0011144155081944493,0.002723217010498047,3.054426437084637e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.95,0.9,0.875,0.9083333333333333,0.03118047822311616,56,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.05
13,0.8939051628112793,0.0029174431223458323,0.0029092629750569663,7.582168978450387e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.9583333333333334,0.9,0.875,0.9111111111111111,0.034916125249934836,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.05
14,0.9493759473164877,0.0030815049604505764,0.002873500188191732,2.8141024285321625e-05,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.9583333333333334,0.9,0.8833333333333333,0.9138888888888889,0.03215510250775065,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.05
15,1.0035066604614258,0.007805788104257588,0.0029640992482503257,3.510632057049448e-05,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.9583333333333334,0.9,0.8833333333333333,0.9138888888888889,0.03215510250775065,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.05
16,1.0504297415415447,0.0028704788476318676,0.0029947757720947266,3.592507310261677e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.9583333333333334,0.9,0.8833333333333333,0.9138888888888889,0.03215510250775065,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.05
17,1.1037172476450603,0.0023525781577552413,0.003174463907877604,0.00017443914344177539,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8833333333333333,0.9166666666666666,0.031180478223116207,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.05
18,1.1661867300669353,0.003066952327790349,0.0031314690907796225,3.2171689456546265e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8833333333333333,0.9166666666666666,0.031180478223116207,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.05
19,1.229824701944987,0.006749428906813265,0.003369569778442383,9.208452728413268e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8833333333333333,0.9166666666666666,0.031180478223116207,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.05
20,1.286517858505249,0.00478947151007021,0.0033115545908610025,2.45500398013062e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8833333333333333,0.9166666666666666,0.031180478223116207,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.05
21,1.3402177492777507,0.0047623628639882065,0.0033833185831705728,2.6863002187070024e-05,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8833333333333333,0.9166666666666666,0.031180478223116207,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.05
22,0.16649413108825684,0.0009005298553520865,0.0016587575276692708,2.2798878348157534e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.9,0.9,0.85,0.8833333333333333,0.023570226039551605,62,0.9958333333333333,1.0,1.0,0.9986111111111112,0.0019641855032959585,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.1
23,0.22322495778401694,0.0009429112960153287,0.0018034776051839192,3.338560152061936e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.925,0.9083333333333333,0.8666666666666667,0.9,0.02453266907313291,58,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.1
24,0.27834240595499676,0.0015883910895304971,0.0018961429595947266,6.958419586498217e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.9333333333333333,0.925,0.875,0.9111111111111111,0.025760051376376967,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.1
25,0.332779328028361,0.0028897688061485863,0.0019571781158447266,5.454455749155495e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.95,0.9166666666666666,0.875,0.9138888888888889,0.030681558381075707,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.1
26,0.38826608657836914,0.0029874779422097986,0.002059300740559896,1.1123929473192018e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.95,0.9083333333333333,0.875,0.9111111111111111,0.030681558381075707,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.1
27,0.4419167836507161,0.0011335744556520094,0.0021744569142659507,3.6175431177587646e-06,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.95,0.9166666666666666,0.875,0.9138888888888889,0.030681558381075707,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.1
28,0.5031598409016927,0.005304054400026659,0.0022366841634114585,1.6040135461861755e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.95,0.9083333333333333,0.8833333333333333,0.9138888888888889,0.02749859704614351,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.1
29,0.554189125696818,0.004171533429251368,0.002405881881713867,0.0001142253103019272,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.95,0.9,0.8833333333333333,0.9111111111111111,0.02832788618662657,51,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.1
30,0.6101140181223551,0.0016603929211536255,0.002570629119873047,0.00014337780531635912,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.95,0.9083333333333333,0.8833333333333333,0.9138888888888889,0.02749859704614351,42,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.1
31,0.6643532117207845,0.002522114402054834,0.0024640560150146484,2.002999875984976e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.95,0.9083333333333333,0.8916666666666667,0.9166666666666666,0.02453266907313287,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.1
32,0.7213311195373535,0.005236374579036823,0.0026546319325764975,0.00010826519743040659,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.95,0.9083333333333333,0.8916666666666667,0.9166666666666666,0.02453266907313287,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.1
33,0.7750401496887207,0.004475750981521431,0.002777735392252604,0.0001638805136098762,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.95,0.9083333333333333,0.8916666666666667,0.9166666666666666,0.02453266907313287,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.1
34,0.8351109822591146,0.0011281859899967424,0.002832333246866862,4.5559094852367025e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.95,0.9083333333333333,0.8916666666666667,0.9166666666666666,0.02453266907313287,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.1
35,0.8870224952697754,0.0058868099848445755,0.002841949462890625,9.003598091514528e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.95,0.9083333333333333,0.8916666666666667,0.9166666666666666,0.02453266907313287,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.1
36,0.9493443171183268,0.008078349090199945,0.0028955936431884766,2.7976026996129715e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8916666666666667,0.9194444444444444,0.028327886186626582,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.1
37,1.0033714771270752,0.00661725275330373,0.003040472666422526,0.0001092089539018894,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8916666666666667,0.9194444444444444,0.028327886186626582,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.1
38,1.05661408106486,0.0016251401135469671,0.0030465126037597656,1.776605069022882e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8916666666666667,0.9194444444444444,0.028327886186626582,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.1
39,1.1134478251139324,0.0008072047131699496,0.0031495094299316406,5.78255580749615e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8916666666666667,0.9194444444444444,0.028327886186626582,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.1
40,1.175005594889323,0.0010824752493541518,0.003208319346110026,7.432042477131133e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8916666666666667,0.9194444444444444,0.028327886186626582,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.1
41,1.2212812900543213,0.00682652468085664,0.0034231344858805337,0.0001523580326533398,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8916666666666667,0.9194444444444444,0.028327886186626582,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.1
42,1.278415600458781,0.003712673672316095,0.003391265869140625,2.84035155585565e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8916666666666667,0.9194444444444444,0.028327886186626582,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.1
43,1.3354052702585857,0.003600354730878251,0.0034017562866210938,8.965743268007569e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.9583333333333334,0.9083333333333333,0.8916666666666667,0.9194444444444444,0.028327886186626582,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.1
44,0.16671411196390787,0.0002873711353780427,0.001695553461710612,4.116862893787829e-05,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9583333333333334,0.925,0.875,0.9194444444444444,0.034246744460938776,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.5
45,0.22200806935628256,0.0002734029010991763,0.0017619927724202473,4.720821657008128e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.9666666666666667,0.925,0.8833333333333333,0.9249999999999999,0.0340206908719886,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.5
46,0.2793545722961426,0.0023483933851952887,0.0018613338470458984,4.1620718902691206e-05,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9583333333333334,0.9166666666666666,0.875,0.9166666666666666,0.0340206908719886,31,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.5
47,0.3346879482269287,0.002008147820979542,0.0023033618927001953,0.0002877182491668431,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9583333333333334,0.925,0.875,0.9194444444444444,0.034246744460938776,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.5
48,0.3893452485402425,0.0021736125665040656,0.0020615259806315103,3.008255075845334e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.95,0.925,0.8833333333333333,0.9194444444444444,0.027498597046143512,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.5
49,0.4462437629699707,0.00206399813552576,0.0022141138712565103,1.2247590229846987e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.95,0.925,0.8833333333333333,0.9194444444444444,0.027498597046143512,18,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.5
50,0.4886132876078288,0.008722539086938947,0.0022629896799723306,1.6444930014992725e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.5
51,0.5014636516571045,0.014345468816466702,0.0022243658701578775,2.7103158229305917e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.5
52,0.5134572188059489,0.007987622495505407,0.0022798379262288413,2.668466211391692e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.5
53,0.5291740894317627,0.008160583660682836,0.002342780431111654,3.912890454741143e-05,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.5
54,0.5471210479736328,0.010880235680738674,0.002385854721069336,0.00014084922706522848,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.5
55,0.5575268268585205,0.007957205072310226,0.0023567676544189453,8.431617234468361e-06,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.5
56,0.5738740762074789,0.009213655049169576,0.0025686422983805337,0.000239463529539604,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.5
57,0.5848828156789144,0.01145331491627593,0.0023729801177978516,2.0113071973870222e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.5
58,0.6003409226735433,0.012913467536232546,0.0023767948150634766,1.2298023816139046e-05,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.5
59,0.6193632284800211,0.013154904902022016,0.0024023850758870444,2.1790930623116447e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.5
60,0.6297880013783773,0.0079758168664524,0.0024080276489257812,1.4170703970831788e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.5
61,0.6469149589538574,0.008988561655826541,0.002417325973510742,2.425393976211319e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.5
62,0.6656208038330078,0.012746044533784489,0.002453883488972982,3.6066321318773485e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.5
63,0.677207867304484,0.015379775393535813,0.002480586369832357,3.0323452563375573e-05,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.5
64,0.6928874651590983,0.010940405961921739,0.0025146007537841797,6.0558631976263e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.5
65,0.7036906878153483,0.01223881987937084,0.0025104681650797525,1.4635526438716939e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.9583333333333334,0.925,0.8833333333333333,0.9222222222222222,0.030681558381075752,2,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-14,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.5
0,0.004044771194458008,0.00016787377052159146,0.0012433528900146484,3.784977856926851e-05,42,{'random_state': 42},0.860655737704918,0.9098360655737705,0.9426229508196722,0.9043715846994536,0.033685322420595534,1,1.0,1.0,1.0,1.0,0.0,DecisionTreeClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,,
0,0.021912097930908203,0.004253414665193554,0.0027991930643717446,0.0005165894946070187,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8975409836065574,0.8770491803278688,0.8811475409836066,0.8852459016393444,0.008853470899464316,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,10,
1,0.03176999092102051,0.0012078051000684335,0.0035920937856038413,1.091588007460285e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.8524590163934426,0.8524590163934426,0.8852459016393442,0.8633879781420765,0.015455885927574827,403,0.8811475409836066,0.8811475409836066,0.8770491803278688,0.8797814207650273,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,20,
2,0.04550949732462565,0.0009306349986112554,0.004666884740193685,6.474233968155378e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.8524590163934426,0.860655737704918,0.8934426229508197,0.8688524590163934,0.0177069417989286,277,0.8811475409836066,0.9221311475409836,0.8770491803278688,0.8934426229508197,0.020354732822064656,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,30,
3,0.060660759607950844,0.001021627243517257,0.005658944447835286,3.267426861158456e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.860655737704918,0.8770491803278688,0.8934426229508197,0.8770491803278689,0.013385189851274211,220,0.8975409836065574,0.9180327868852459,0.8729508196721312,0.8961748633879782,0.01842996934867765,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,40,
4,0.0751344362894694,0.0012959346255036976,0.006896654764811198,0.00034504972300827125,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.860655737704918,0.8770491803278688,0.9016393442622951,0.8797814207650273,0.016842661210297767,217,0.8852459016393442,0.9221311475409836,0.8688524590163934,0.8920765027322405,0.022280746489480998,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,50,
5,0.08911490440368652,0.00043942417716121175,0.008890151977539062,0.0008031277910937722,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.860655737704918,0.8770491803278688,0.8934426229508197,0.8770491803278689,0.013385189851274211,220,0.8852459016393442,0.9344262295081968,0.8852459016393442,0.9016393442622951,0.023183828891362238,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,60,
6,0.10577583312988281,0.0008389934102735971,0.008883794148763021,0.00011271565956938742,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.9016393442622951,0.8797814207650273,0.015455885927574827,217,0.8975409836065574,0.9426229508196722,0.8852459016393442,0.9084699453551913,0.024665942739436886,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,70,
7,0.11886310577392578,0.0006076240505124267,0.009972651799519857,0.00014775096848832644,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8934426229508197,0.8743169398907104,0.016842661210297767,227,0.8811475409836066,0.930327868852459,0.8770491803278688,0.8961748633879782,0.024207711949001832,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,80,
8,0.13766845067342123,0.0032970606630465943,0.011572043100992838,0.00046761488929449095,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.8688524590163934,0.8770491803278688,0.8934426229508197,0.8797814207650273,0.010223107614136463,217,0.8975409836065574,0.9385245901639344,0.8811475409836066,0.9057377049180327,0.024130494170294642,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,90,
9,0.14887738227844238,0.001353416001389979,0.011907577514648438,4.749778419421607e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.860655737704918,0.8770491803278688,0.8852459016393442,0.8743169398907104,0.010223107614136463,227,0.889344262295082,0.9262295081967213,0.8811475409836066,0.8989071038251367,0.019607513790173933,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,100,
10,0.16546217600504556,0.0005744522485649038,0.01403951644897461,0.0013351971042398021,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.860655737704918,0.8770491803278688,0.8934426229508197,0.8770491803278689,0.013385189851274211,220,0.8934426229508197,0.9344262295081968,0.8688524590163934,0.8989071038251365,0.027047800373255947,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,110,
11,0.17784611384073892,0.0005763048164489256,0.013834953308105469,2.9210573645741745e-05,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.8852459016393442,0.8743169398907104,0.007727942963787413,227,0.8975409836065574,0.9344262295081968,0.8647540983606558,0.8989071038251367,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,120,
12,0.1958011786142985,0.0022165579786028,0.015322128931681315,0.0001809522497133566,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.8852459016393442,0.8770491803278689,0.006692594925637106,220,0.8975409836065574,0.9344262295081968,0.8647540983606558,0.8989071038251367,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,130,
13,0.20730328559875488,0.001571132814095196,0.016225735346476238,0.0001318585274573231,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.8852459016393442,0.8743169398907104,0.007727942963787413,227,0.8975409836065574,0.9344262295081968,0.8647540983606558,0.8989071038251367,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,140,
14,0.22349031766255698,0.005309842081220643,0.017333030700683594,0.00011024275038728813,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.8852459016393442,0.8743169398907104,0.007727942963787413,227,0.8975409836065574,0.9344262295081968,0.8647540983606558,0.8989071038251367,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,150,
15,0.23743645350138345,0.0012843627124963241,0.01842037836710612,0.00017477500303423376,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.8852459016393442,0.8743169398907104,0.007727942963787413,227,0.8975409836065574,0.9344262295081968,0.8647540983606558,0.8989071038251367,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,160,
16,0.25565417607625324,0.003030448073424458,0.01993417739868164,0.0003819181369770861,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.8852459016393442,0.8743169398907104,0.007727942963787413,227,0.8975409836065574,0.9344262295081968,0.8647540983606558,0.8989071038251367,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,170,
17,0.26764925320943195,0.0022557333547241825,0.022101799647013348,0.0025909846197813575,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.8852459016393442,0.8770491803278689,0.006692594925637106,220,0.9016393442622951,0.9385245901639344,0.8729508196721312,0.9043715846994536,0.026840003694519794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,180,
18,0.2821683883666992,0.0008464334367140763,0.021450519561767578,0.00010791349194586777,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.8852459016393442,0.8743169398907104,0.007727942963787413,227,0.9016393442622951,0.9344262295081968,0.8688524590163934,0.9016393442622951,0.026770379702548423,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,190,
19,0.2971039613087972,0.0021799025026396613,0.022354920705159504,0.00026192371349322203,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.8852459016393442,0.8743169398907104,0.007727942963787413,227,0.9016393442622951,0.930327868852459,0.8647540983606558,0.8989071038251365,0.026840003694519794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,200,
20,0.31232261657714844,0.0008611731222803819,0.024074316024780273,0.00038161667337955057,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.860655737704918,0.8770491803278688,0.8852459016393442,0.8743169398907104,0.010223107614136463,227,0.9016393442622951,0.9344262295081968,0.8647540983606558,0.9002732240437159,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,210,
21,0.3270838260650635,0.0019073975477304217,0.024496078491210938,0.00018413170436729353,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.8852459016393442,0.8770491803278689,0.006692594925637106,220,0.9016393442622951,0.9344262295081968,0.8647540983606558,0.9002732240437159,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,220,
22,0.339216947555542,0.002698914153790589,0.02574642499287923,0.00010781324585152812,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.9016393442622951,0.9344262295081968,0.8688524590163934,0.9016393442622951,0.026770379702548423,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,230,
23,0.35500892003377277,0.0006061012429297052,0.028105974197387695,0.0022330474102611264,42,"{'max_depth': 3, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.8688524590163934,0.8688524590163934,0.8852459016393442,0.8743169398907104,0.007727942963787413,227,0.9016393442622951,0.9344262295081968,0.8729508196721312,0.9030054644808744,0.02511581463230907,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,1,240,
24,0.015633026758829754,0.00013082632821893146,0.0023713111877441406,5.530899953364953e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.889344262295082,0.8770491803278688,0.8729508196721312,0.8797814207650273,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,10,
25,0.02992987632751465,0.00013422535459706544,0.0036225318908691406,0.00019366056946439026,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.8442622950819673,0.8524590163934426,0.8852459016393442,0.860655737704918,0.017706941798928566,433,0.8811475409836066,0.8811475409836066,0.8770491803278688,0.8797814207650273,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,20,
26,0.045113722483317055,0.0002894598152749815,0.004565238952636719,4.3300384844766584e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8811475409836066,0.9098360655737705,0.8729508196721312,0.8879781420765026,0.015813984839877348,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,30,
27,0.06055307388305664,0.0010866069666337018,0.0056353410085042315,2.219072377494143e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8934426229508197,0.8743169398907104,0.016842661210297767,227,0.8811475409836066,0.9016393442622951,0.8688524590163934,0.883879781420765,0.013523900186627968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,40,
28,0.07555802663167317,0.0008426787072156993,0.006861209869384766,0.00025071388588644527,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.9016393442622951,0.8770491803278687,0.020077784776911318,226,0.8770491803278688,0.9098360655737705,0.8688524590163934,0.8852459016393442,0.0177069417989286,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,50,
29,0.08893275260925293,0.00045905085400165153,0.007928212483723959,0.00020240415895178866,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8934426229508197,0.8743169398907104,0.016842661210297767,227,0.8811475409836066,0.930327868852459,0.889344262295082,0.9002732240437159,0.021513682715879237,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,60,
30,0.10509332021077473,0.002197142103434369,0.009234746297200521,0.00040677667557515547,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.9016393442622951,0.8743169398907104,0.020446215228272925,227,0.8811475409836066,0.9344262295081968,0.889344262295082,0.9016393442622951,0.023424082239729842,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,70,
31,0.12270418802897136,0.0028562532796239408,0.009954293568929037,8.081799819751254e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8934426229508197,0.8743169398907104,0.016842661210297767,227,0.8811475409836066,0.9139344262295082,0.8688524590163934,0.8879781420765026,0.019027852837683212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,80,
32,0.13395261764526367,0.00037864533542635053,0.01256704330444336,0.0023874009467632204,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8934426229508197,0.8743169398907104,0.016842661210297767,227,0.8811475409836066,0.9221311475409836,0.8770491803278688,0.8934426229508197,0.020354732822064656,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,90,
33,0.15255252520243326,0.002054661494483504,0.012318054835001627,0.0007007065479263299,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8811475409836066,0.9180327868852459,0.8811475409836066,0.8934426229508197,0.017387871668521654,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,100,
34,0.16481987635294595,0.004069926244519081,0.013332366943359375,0.00039307499753937335,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8770491803278688,0.9180327868852459,0.8688524590163934,0.8879781420765026,0.02151368271587929,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,110,
35,0.17876180013020834,0.0014538780114875757,0.014130353927612305,5.121062362988991e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9262295081967213,0.8647540983606558,0.889344262295082,0.02656041269839288,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,120,
36,0.19499659538269043,0.002423340584328791,0.01614999771118164,0.0006358165632701889,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.8934426229508197,0.9262295081967213,0.8647540983606558,0.8948087431693988,0.02511581463230907,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,130,
37,0.23875888188680014,0.04261614774335321,0.01674930254618327,0.00044148603479694803,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.889344262295082,0.930327868852459,0.8647540983606558,0.8948087431693988,0.0270478003732559,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,140,
38,0.22185873985290527,0.001135406298448971,0.017397006352742512,0.00025927260145339485,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.889344262295082,0.930327868852459,0.8647540983606558,0.8948087431693988,0.0270478003732559,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,150,
39,0.2391948699951172,0.0034106679374681825,0.018236796061197918,7.45164757612035e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.8975409836065574,0.930327868852459,0.8647540983606558,0.8975409836065573,0.026770379702548378,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,160,
40,0.25274427731831867,0.0018601580757927286,0.019241968790690105,7.592557682762949e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.8934426229508197,0.9344262295081968,0.8647540983606558,0.8975409836065573,0.02859077805526825,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,170,
41,0.2688116232554118,0.0015054355544744733,0.02033678690592448,0.0003330336523298945,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.8975409836065574,0.9385245901639344,0.8729508196721312,0.9030054644808744,0.0270478003732559,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,180,
42,0.2820925712585449,0.0020340615182355627,0.021556377410888672,0.00037259604169215515,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.8975409836065574,0.930327868852459,0.8688524590163934,0.8989071038251365,0.02511581463230907,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,190,
43,0.29863818486531574,0.0029823509971156773,0.02240276336669922,5.771929476532791e-05,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.8975409836065574,0.9262295081967213,0.8647540983606558,0.8961748633879781,0.02511581463230907,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,200,
44,0.3110496203104655,0.001882818246424985,0.024170955022176106,0.0009188207922888599,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.8975409836065574,0.930327868852459,0.8647540983606558,0.8975409836065573,0.026770379702548378,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,210,
45,0.33079687754313153,0.0055712270265611185,0.02572186787923177,0.0009220308361402141,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.9016393442622951,0.9344262295081968,0.8647540983606558,0.9002732240437159,0.028459927125682603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,220,
46,0.3424413998921712,0.004273499233050569,0.025885979334513348,0.00011082649144333141,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.8975409836065574,0.9344262295081968,0.8729508196721312,0.9016393442622951,0.025263991815446626,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,230,
47,0.3573443094889323,0.003341256810801864,0.028618733088175457,0.00248877708140011,42,"{'max_depth': 3, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.860655737704918,0.8688524590163934,0.8852459016393442,0.8715846994535519,0.010223107614136463,244,0.9016393442622951,0.9344262295081968,0.8729508196721312,0.9030054644808744,0.02511581463230907,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,3,240,
48,0.016406138737996418,0.001081110185412558,0.00243989626566569,3.802026793042371e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8524590163934426,0.860655737704918,0.8688524590163934,0.860655737704918,0.006692594925637106,433,0.8852459016393442,0.8729508196721312,0.8647540983606558,0.8743169398907104,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,10,
49,0.030692418416341145,0.00034220945098638724,0.003678560256958008,0.0001573643296996191,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8811475409836066,0.9139344262295082,0.8729508196721312,0.889344262295082,0.01770694179892855,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,20,
50,0.04534554481506348,0.0008487536887742341,0.0045346419016520185,9.04140619254341e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8811475409836066,0.9139344262295082,0.8729508196721312,0.889344262295082,0.01770694179892855,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,30,
51,0.059254089991251625,0.00014371114817910148,0.005653063456217448,9.48095561343544e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8934426229508197,0.8743169398907104,0.016842661210297767,227,0.8811475409836066,0.9180327868852459,0.8647540983606558,0.8879781420765028,0.022280746489480998,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,40,
52,0.07581186294555664,0.0021196331902442697,0.007433573404947917,0.0009089131927628132,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8770491803278688,0.9221311475409836,0.8688524590163934,0.8893442622950819,0.023424082239729842,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,50,
53,0.09132957458496094,0.001460819111544332,0.0080718994140625,0.0002450983193113612,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8770491803278688,0.9221311475409836,0.8688524590163934,0.8893442622950819,0.023424082239729842,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,60,
54,0.10384170214335124,0.0005425007291768185,0.008864800135294596,0.00011612401737004053,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8770491803278688,0.9221311475409836,0.8688524590163934,0.8893442622950819,0.023424082239729842,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,70,
55,0.12131484349568684,0.002339722572091901,0.009903271993001303,0.00011784091353787323,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8770491803278688,0.9139344262295082,0.8688524590163934,0.8866120218579234,0.019607513790173933,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,80,
56,0.13372468948364258,0.000429084074630677,0.01095732053120931,0.00013108560978604766,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8770491803278688,0.9098360655737705,0.8688524590163934,0.8852459016393442,0.0177069417989286,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,90,
57,0.14810617764790854,0.0014184010581255407,0.012284119923909506,8.498707373249852e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9180327868852459,0.8688524590163934,0.8879781420765026,0.02151368271587929,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,100,
58,0.16321563720703125,0.0010237415054073296,0.013129949569702148,7.133777122794362e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9139344262295082,0.8688524590163934,0.8866120218579234,0.019607513790173933,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,110,
59,0.17798447608947754,0.001405798688231992,0.014805475870768229,0.0009927250021179788,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9180327868852459,0.8688524590163934,0.8879781420765026,0.02151368271587929,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,120,
60,0.19283207257588705,0.0019359754256044691,0.015281041463216146,0.00034791233821736847,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9221311475409836,0.8688524590163934,0.8893442622950819,0.023424082239729842,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,130,
61,0.2070943514506022,0.001022970994998526,0.01625974973042806,0.00010072111947909208,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9180327868852459,0.8647540983606558,0.8866120218579234,0.022777775957012397,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,140,
62,0.22230799992879233,0.0011730681310613024,0.017284075419108074,0.00020122700706050797,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,150,
63,0.2369396686553955,0.0005396783818524628,0.01840798060099284,0.00017251099534793058,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9139344262295082,0.8647540983606558,0.8852459016393442,0.020897620957347457,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,160,
64,0.2527910868326823,0.0014956520287882906,0.02085224787394206,0.001483009511604417,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9139344262295082,0.8647540983606558,0.8852459016393442,0.020897620957347457,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,170,
65,0.2639760971069336,0.0013218412830696767,0.022266070048014324,0.0019170824697386916,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8852459016393442,0.8688524590163934,0.013385189851274211,277,0.8770491803278688,0.9139344262295082,0.8647540983606558,0.8852459016393442,0.020897620957347457,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,180,
66,0.28337645530700684,0.001632030339605522,0.0217740535736084,0.0005101331230933545,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,190,
67,0.29584431648254395,0.0009658220401555065,0.022383689880371094,0.00020839720533442097,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,200,
68,0.31261452039082843,0.0019254897824537338,0.023694753646850586,0.00020033630960758627,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,210,
69,0.32266894976298016,0.0013365986021151828,0.025096654891967773,0.0007018844553744913,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8770491803278688,0.9139344262295082,0.8647540983606558,0.8852459016393442,0.020897620957347457,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,220,
70,0.33928950627644855,0.0028888856786884005,0.026131470998128254,0.00013693688007157558,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8770491803278688,0.9180327868852459,0.8647540983606558,0.8866120218579234,0.022777775957012397,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,230,
71,0.35286657015482586,0.0016431533143345719,0.02673991521199544,6.445665381320024e-05,42,"{'max_depth': 3, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8852459016393442,0.8715846994535519,0.013931747304898334,244,0.8770491803278688,0.9180327868852459,0.8647540983606558,0.8866120218579234,0.022777775957012397,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,6,240,
72,0.015767335891723633,0.00011643243179152858,0.002451181411743164,2.0908462082424608e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8688524590163934,0.8579234972677595,0.010223107614136414,446,0.8729508196721312,0.8729508196721312,0.8647540983606558,0.8702185792349727,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,10,
73,0.030823230743408203,0.0004623246711233359,0.003536065419514974,3.3413966683443546e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.8770491803278688,0.9180327868852459,0.8729508196721312,0.889344262295082,0.020354732822064677,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,20,
74,0.044876416524251304,9.839138029118595e-05,0.0046338240305582685,5.612460904305924e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.8770491803278688,0.9221311475409836,0.8688524590163934,0.8893442622950819,0.023424082239729842,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,30,
75,0.06051429112752279,0.0007463997226171735,0.005879561106363933,0.0002968870971531363,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8770491803278688,0.9180327868852459,0.8688524590163934,0.8879781420765026,0.02151368271587929,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,40,
76,0.07459568977355957,0.0001697558142178778,0.006717363993326823,6.0941434634700414e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.8770491803278688,0.9139344262295082,0.8647540983606558,0.8852459016393442,0.020897620957347457,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,50,
77,0.09022196133931477,0.0009708243199881224,0.008229732513427734,0.0005883313914740465,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.8770491803278688,0.9180327868852459,0.8688524590163934,0.8879781420765026,0.02151368271587929,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,60,
78,0.10345697402954102,0.0007430145340633615,0.009301582972208658,0.0006253545666751398,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8770491803278688,0.9098360655737705,0.8688524590163934,0.8852459016393442,0.0177069417989286,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,70,
79,0.11819394429524739,0.0004320032957128746,0.009908676147460938,0.00014413896842960228,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9139344262295082,0.8647540983606558,0.8852459016393442,0.020897620957347457,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,80,
80,0.13419159253438315,0.000991857745293276,0.01091440518697103,0.00012340878731570935,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9057377049180327,0.8688524590163934,0.883879781420765,0.015813984839877348,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,90,
81,0.1470491091410319,0.0014080984102528532,0.011978626251220703,0.0002139434476575831,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9016393442622951,0.8647540983606558,0.8811475409836066,0.015334661421204675,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,100,
82,0.16385595003763834,0.0008837195607147678,0.012954394022623697,0.00021019148643241774,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9098360655737705,0.8688524590163934,0.8852459016393442,0.0177069417989286,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,110,
83,0.1762700080871582,0.0003299605178537032,0.01399668057759603,4.606286986154848e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9139344262295082,0.8647540983606558,0.8852459016393442,0.020897620957347457,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,120,
84,0.19130873680114746,0.0025887734879889938,0.015286445617675781,5.438278488733997e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,130,
85,0.208115021387736,0.002026352706815987,0.016149044036865234,0.000414392661361188,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,140,
86,0.21966147422790527,0.000933620427657936,0.01765267054239909,0.0007276361695176652,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,150,
87,0.2349404493967692,0.0010366064077226012,0.01821025212605794,7.115408890114982e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9057377049180327,0.8647540983606558,0.8825136612021858,0.0171718648770171,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,160,
88,0.2486574649810791,0.0027775391247360716,0.01921367645263672,0.00019769381431951493,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,170,
89,0.2657314936319987,0.0026402158135150748,0.020627816518147785,0.0004655573708827208,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,180,
90,0.2773864269256592,0.0011380154266139506,0.0212555726369222,8.935266187723109e-05,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,190,
91,0.29375457763671875,0.0016788751406188334,0.022937695185343426,0.0007489392428413644,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8442622950819673,0.8770491803278688,0.8852459016393442,0.8688524590163934,0.01770694179892855,277,0.8770491803278688,0.9057377049180327,0.8647540983606558,0.8825136612021858,0.0171718648770171,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,200,
92,0.30718763669331867,0.0013333499345620705,0.023561477661132812,0.0002109898009553219,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8442622950819673,0.8770491803278688,0.8852459016393442,0.8688524590163934,0.01770694179892855,277,0.8770491803278688,0.9057377049180327,0.8647540983606558,0.8825136612021858,0.0171718648770171,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,210,
93,0.3240591684977214,0.0023437071530569434,0.024714152018229168,0.0004548943738986681,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9057377049180327,0.8647540983606558,0.8825136612021858,0.0171718648770171,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,220,
94,0.3342623710632324,0.0009520641283783141,0.025722265243530273,0.0002773193112331516,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8852459016393442,0.866120218579235,0.016842661210297722,338,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,230,
95,0.35067176818847656,0.002721358936820217,0.026813268661499023,0.00031643639796281387,42,"{'max_depth': 3, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8442622950819673,0.8770491803278688,0.8852459016393442,0.8688524590163934,0.01770694179892855,277,0.8770491803278688,0.9098360655737705,0.8647540983606558,0.883879781420765,0.019027852837683226,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,9,240,
96,0.015527168909708658,0.00016272393577744016,0.002383708953857422,2.072276723044289e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8688524590163934,0.8551912568306012,0.013931747304898283,474,0.8770491803278688,0.8729508196721312,0.8647540983606558,0.8715846994535519,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,10,
97,0.029988686243693035,5.612460904305924e-05,0.0036286513010660806,0.00011463551621460035,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8934426229508197,0.866120218579235,0.020446215228272887,338,0.8770491803278688,0.8729508196721312,0.8647540983606558,0.8715846994535519,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,20,
98,0.04458061854044596,0.00039865341888096703,0.004623572031656901,4.11989941510055e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8934426229508197,0.866120218579235,0.020446215228272887,338,0.8811475409836066,0.8770491803278688,0.8688524590163934,0.8756830601092895,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,30,
99,0.060543219248453774,0.0008464477931373753,0.005854606628417969,4.234464316233316e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8811475409836066,0.8688524590163934,0.8647540983606558,0.8715846994535519,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,40,
100,0.07456223169962566,0.0005773385958738097,0.006767829259236653,7.90824839125244e-06,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8770491803278688,0.8770491803278688,0.8688524590163934,0.8743169398907104,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,50,
101,0.0877688725789388,0.0004502082859727881,0.007750590642293294,8.905039431610713e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8770491803278688,0.8770491803278688,0.8647540983606558,0.8729508196721311,0.005795957222840534,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,60,
102,0.10257442792256673,0.00040988503180263694,0.009344100952148438,0.0008871072092028677,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8770491803278688,0.8770491803278688,0.8647540983606558,0.8729508196721311,0.005795957222840534,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,70,
103,0.11671964327494304,0.0003812563484842378,0.00979320208231608,6.853233665532523e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8934426229508197,0.866120218579235,0.020446215228272887,338,0.8770491803278688,0.8729508196721312,0.8688524590163934,0.8729508196721311,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,80,
104,0.13564467430114746,0.0032133996006043905,0.011195103327433268,0.00014929716512256274,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8934426229508197,0.866120218579235,0.020446215228272887,338,0.8770491803278688,0.8688524590163934,0.8688524590163934,0.8715846994535519,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,90,
105,0.14975825945536295,0.0031870351301824334,0.01247390111287435,0.0003258621393490318,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8770491803278688,0.8729508196721312,0.860655737704918,0.8702185792349727,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,100,
106,0.1614502271016439,0.00022938926507738938,0.013249476750691732,0.0003942829345929338,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8770491803278688,0.8729508196721312,0.860655737704918,0.8702185792349727,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,110,
107,0.17609874407450357,0.0023567379782006804,0.013840357462565104,0.00037605950914140583,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8852459016393442,0.860655737704918,0.020077784776911273,433,0.8770491803278688,0.8770491803278688,0.860655737704918,0.8715846994535519,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,120,
108,0.19353437423706055,0.003844450565883156,0.01549204190572103,0.000384098489084359,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8852459016393442,0.860655737704918,0.020077784776911273,433,0.8770491803278688,0.8729508196721312,0.8647540983606558,0.8715846994535519,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,130,
109,0.20487546920776367,0.0008007809883588876,0.015889326731363933,0.0001856281525638456,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8770491803278688,0.8729508196721312,0.8647540983606558,0.8715846994535519,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,140,
110,0.21770087877909342,0.00042931237339046584,0.017177820205688477,0.00020753621768831995,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8770491803278688,0.8729508196721312,0.8647540983606558,0.8715846994535519,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,150,
111,0.233003298441569,0.00026809108795235344,0.018321116765340168,0.00011231874266268041,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8770491803278688,0.8729508196721312,0.8647540983606558,0.8715846994535519,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,160,
112,0.24733964602152506,0.0007890046699479984,0.019430796305338543,0.00013078388563108007,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8811475409836066,0.8770491803278688,0.8647540983606558,0.8743169398907104,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,170,
113,0.2611966133117676,0.0011987017226187677,0.0209197998046875,0.0007795541136512074,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8811475409836066,0.8770491803278688,0.8647540983606558,0.8743169398907104,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,180,
114,0.27727897961934406,0.002770155790932973,0.021425406138102215,0.00010660738349875453,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8811475409836066,0.8770491803278688,0.8647540983606558,0.8743169398907104,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,190,
115,0.2906813621520996,0.0011942030826552928,0.02476191520690918,0.0033262891482736816,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8811475409836066,0.8770491803278688,0.8647540983606558,0.8743169398907104,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,200,
116,0.30754629770914715,0.0032091788469925716,0.023768107096354168,0.0006543508217135121,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8770491803278688,0.8770491803278688,0.8647540983606558,0.8729508196721311,0.005795957222840534,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,210,
117,0.31928102175394696,0.0016991909125818518,0.024578253428141277,0.00037444695236110004,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8811475409836066,0.8770491803278688,0.8647540983606558,0.8743169398907104,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,220,
118,0.33466482162475586,0.0028730870048991825,0.025324185689290363,2.456392833550953e-05,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8811475409836066,0.8770491803278688,0.8647540983606558,0.8743169398907104,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,230,
119,0.3504522641499837,0.0015944310922961025,0.027019182840983074,0.00028698310987045625,42,"{'max_depth': 3, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8852459016393442,0.8633879781420766,0.01684266121029773,391,0.8811475409836066,0.8770491803278688,0.8647540983606558,0.8743169398907104,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",3,12,240,
120,0.01714976628621419,0.00030998720782943347,0.0024739901224772134,2.6834773373359687e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9672131147540983,0.9371584699453552,0.021513682715879237,8,0.9877049180327869,0.9959016393442623,0.9918032786885246,0.9918032786885247,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,10,
121,0.032681783040364586,0.00016296967450619908,0.0036077499389648438,5.720688075980907e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9098360655737705,0.9180327868852459,0.9590163934426229,0.9289617486338798,0.021513682715879237,67,0.9959016393442623,0.9959016393442623,0.9959016393442623,0.9959016393442623,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,20,
122,0.048337062199910484,0.000350441538191939,0.004592736562093099,3.591258852543832e-06,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9672131147540983,0.9371584699453552,0.021513682715879237,8,0.9918032786885246,1.0,0.9959016393442623,0.9959016393442623,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,30,
123,0.06438946723937988,0.0009410682028614635,0.005899826685587565,0.00013633628726674214,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9344262295081968,0.9016393442622951,0.9672131147540983,0.9344262295081966,0.026770379702548378,42,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,40,
124,0.07912762959798177,0.0002379862786766075,0.0070527394612630205,0.00028967509596856,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9262295081967213,0.9098360655737705,0.9590163934426229,0.9316939890710382,0.020446215228272877,60,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,50,
125,0.09736426671346028,0.001755064800313649,0.008659760157267252,0.0010490226442832447,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9590163934426229,0.9344262295081968,0.01770694179892855,40,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,60,
126,0.11177301406860352,0.001479781950153606,0.008929729461669922,4.9469796486422705e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,70,
127,0.1291637420654297,0.002097292312001361,0.010129769643147787,0.0003329089729896744,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9262295081967213,0.9098360655737705,0.9508196721311475,0.9289617486338798,0.016842661210297722,67,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,80,
128,0.14423584938049316,0.001862134099152787,0.011278867721557617,0.00032594903768849346,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9262295081967213,0.9098360655737705,0.9590163934426229,0.9316939890710382,0.020446215228272877,60,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,90,
129,0.15899101893107095,0.0014718509389197534,0.012297868728637695,0.0001554168529642072,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9262295081967213,0.9098360655737705,0.9508196721311475,0.9289617486338798,0.016842661210297722,67,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,100,
130,0.17461212476094565,0.0007540905236534863,0.013298749923706055,0.00011732568345494942,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9508196721311475,0.9316939890710382,0.013931747304898283,60,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,110,
131,0.1915427049001058,0.0026532285598079926,0.014484564463297525,0.00012135674821648727,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9508196721311475,0.9316939890710382,0.013931747304898283,60,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,120,
132,0.20600128173828125,0.002670999081789925,0.0155943234761556,0.000499627103281733,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9262295081967213,0.9098360655737705,0.9508196721311475,0.9289617486338798,0.016842661210297722,67,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,130,
133,0.22005852063496908,0.001317303483329151,0.016441901524861652,7.22169137080246e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9590163934426229,0.9344262295081968,0.01770694179892855,40,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,140,
134,0.24121840794881186,0.0037397403050216218,0.018009106318155926,0.00044572408449165514,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,150,
135,0.2539885838826497,0.003591735457647006,0.018921375274658203,0.0005110288911336498,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,160,
136,0.2686014175415039,0.0024617330860647537,0.020386219024658203,0.0007327477912573732,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,170,
137,0.2845979531606038,0.002439687932056559,0.021129608154296875,0.00033599333698829234,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,180,
138,0.2987690766652425,0.002892463048637976,0.021741628646850586,7.282220902976698e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,190,
139,0.31525524457295734,0.002781524038192824,0.023296674092610676,0.0003364295012006352,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9508196721311475,0.9316939890710382,0.013931747304898283,60,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,200,
140,0.3329002062479655,0.0027685726906496277,0.024069945017496746,0.0002439606840810938,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,210,
141,0.34772753715515137,0.0036824091744759877,0.025027751922607422,9.222906689748957e-05,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,220,
142,0.36747272809346515,0.0039313078992677655,0.02646501859029134,0.00042500010819973425,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,230,
143,0.3775368531545003,0.0017139962595676453,0.027198076248168945,0.0004793660734524121,42,"{'max_depth': 6, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,0.9959016393442623,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,1,240,
144,0.016182978947957356,5.971749536890411e-05,0.002386808395385742,3.1141397229057636e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9180327868852459,0.9098360655737705,0.9508196721311475,0.9262295081967213,0.01770694179892855,71,0.9836065573770492,0.9795081967213115,0.9836065573770492,0.98224043715847,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,10,
145,0.032011826833089195,0.00027680662854641716,0.0036024252573649087,0.00011797654343323026,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9098360655737705,0.9016393442622951,0.9426229508196722,0.918032786885246,0.0177069417989286,88,0.9836065573770492,0.9795081967213115,0.9918032786885246,0.9849726775956285,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,20,
146,0.0472871462504069,0.0002073891136303641,0.004733959833780925,0.00011803322393161784,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.9098360655737705,0.9016393442622951,0.9426229508196722,0.918032786885246,0.0177069417989286,88,0.9836065573770492,0.9877049180327869,0.9959016393442623,0.9890710382513661,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,30,
147,0.06393122673034668,0.001585658620667226,0.006233612696329753,0.00015815071125101657,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9098360655737705,0.8852459016393442,0.9426229508196722,0.9125683060109289,0.023503620948203924,143,0.9836065573770492,0.9836065573770492,0.9959016393442623,0.9877049180327869,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,40,
148,0.08132537206013997,0.00036737532644955193,0.006971518198649089,6.390042947199625e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9098360655737705,0.8934426229508197,0.9426229508196722,0.9153005464480874,0.020446215228272925,120,0.9836065573770492,0.9836065573770492,0.9918032786885246,0.9863387978142076,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,50,
149,0.09460067749023438,0.0006812826924487354,0.0077971617380778,0.00016940210029169243,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9098360655737705,0.8770491803278688,0.9508196721311475,0.9125683060109289,0.030178582014172832,143,0.9877049180327869,0.9836065573770492,0.9918032786885246,0.9877049180327869,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,60,
150,0.11112093925476074,0.0015217643636049577,0.009130398432413736,0.0002167482638211923,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9180327868852459,0.8770491803278688,0.9508196721311475,0.9153005464480873,0.030178582014172835,141,0.9877049180327869,0.9836065573770492,0.9918032786885246,0.9877049180327869,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,70,
151,0.12568132082621256,0.001662840420405706,0.010295391082763672,0.00018883724781601098,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9180327868852459,0.8852459016393442,0.9508196721311475,0.9180327868852459,0.026770379702548378,107,0.9836065573770492,0.9836065573770492,0.9877049180327869,0.9849726775956285,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,80,
152,0.14156929651896158,0.0022868772174041256,0.011163632074991861,6.740947737515308e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9877049180327869,0.9836065573770492,0.9877049180327869,0.9863387978142076,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,90,
153,0.15807930628458658,0.0014405954940659123,0.01228491465250651,3.0127866572995848e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9836065573770492,0.9836065573770492,0.9877049180327869,0.9849726775956285,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,100,
154,0.17430869738260904,0.003569932208973068,0.013480027516682943,8.332364559905775e-05,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9836065573770492,0.9836065573770492,0.9877049180327869,0.9849726775956285,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,110,
155,0.1893469492594401,0.0014490235010621625,0.014538923899332682,0.0001263487007292332,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9836065573770492,0.9836065573770492,0.9877049180327869,0.9849726775956285,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,120,
156,0.20262996355692545,0.00026667160408264183,0.015904982884724934,0.0006070522306277545,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9836065573770492,0.9836065573770492,0.9877049180327869,0.9849726775956285,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,130,
157,0.22075899442036948,0.0037581021764214414,0.016638914744059246,0.0002145106896891623,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9836065573770492,0.9836065573770492,0.9877049180327869,0.9849726775956285,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,140,
158,0.23480804761250815,0.0008714457122639342,0.0176848570505778,0.00013438186143569837,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9836065573770492,0.9836065573770492,0.9877049180327869,0.9849726775956285,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,150,
159,0.25026361147562665,0.0011074172205261584,0.01870075861612956,0.00016496456215963243,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9795081967213115,0.9836065573770492,0.9877049180327869,0.9836065573770493,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,160,
160,0.2663361231486003,0.001476965430296562,0.019981781641642254,0.00025221983847638504,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9795081967213115,0.9836065573770492,0.9918032786885246,0.9849726775956285,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,170,
161,0.2834601402282715,0.0030462989624248644,0.02155582110087077,0.0005225399328850986,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9795081967213115,0.9836065573770492,0.9877049180327869,0.9836065573770493,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,180,
162,0.2982479731241862,0.0022693389936837456,0.022675434748331707,0.000280257318468303,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9795081967213115,0.9836065573770492,0.9877049180327869,0.9836065573770493,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,190,
163,0.3144051233927409,0.004324155006154712,0.022826751073201496,0.00036263229882935866,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9795081967213115,0.9877049180327869,0.9877049180327869,0.9849726775956285,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,200,
164,0.3279631932576497,0.0013373734578619903,0.023991505304972332,0.0003552087095256847,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9795081967213115,0.9877049180327869,0.9877049180327869,0.9849726775956285,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,210,
165,0.3440639177958171,0.0025494841566056923,0.025124629338582356,0.0001405130952892248,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9836065573770492,0.9836065573770492,0.9877049180327869,0.9849726775956285,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,220,
166,0.35920071601867676,0.0014936661584776397,0.02654258410135905,0.0003291234323938237,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9344262295081968,0.912568306010929,0.025337755452174083,142,0.9795081967213115,0.9836065573770492,0.9877049180327869,0.9836065573770493,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,230,
167,0.37599484125773114,0.002481012345519158,0.02829742431640625,0.00177252020712629,42,"{'max_depth': 6, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9344262295081968,0.9153005464480874,0.02151368271587929,120,0.9795081967213115,0.9836065573770492,0.9877049180327869,0.9836065573770493,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,3,240,
168,0.016876935958862305,0.0009047194606778216,0.002466917037963867,9.496744037862857e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8934426229508197,0.8852459016393442,0.9016393442622951,0.8934426229508197,0.006692594925637106,153,0.9467213114754098,0.9385245901639344,0.9549180327868853,0.9467213114754099,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,10,
169,0.03144502639770508,0.00025247533158463583,0.003512144088745117,8.148475974250192e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9426229508196722,0.8989071038251367,0.03162796967975475,145,0.9385245901639344,0.9467213114754098,0.9590163934426229,0.9480874316939891,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,20,
170,0.04708568255106608,0.0005861086602822849,0.004712343215942383,0.00015636926873726457,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9549180327868853,0.9385245901639344,0.9590163934426229,0.9508196721311476,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,30,
171,0.06197198232014974,0.0001973596426270131,0.0057324568430582685,3.432417997825971e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8934426229508197,0.8688524590163934,0.9262295081967213,0.8961748633879781,0.023503620948203924,150,0.9508196721311475,0.9508196721311475,0.9631147540983607,0.9549180327868853,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,40,
172,0.07783714930216472,0.0005613357842381274,0.00678563117980957,3.3348501348717634e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9467213114754098,0.9467213114754098,0.9672131147540983,0.953551912568306,0.00965992870473424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,50,
173,0.09345738093058269,0.0007499091046027711,0.008865118026733398,0.001333391125943794,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9262295081967213,0.8907103825136612,0.025337755452174083,172,0.9467213114754098,0.9467213114754098,0.9672131147540983,0.953551912568306,0.00965992870473424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,60,
174,0.10768961906433105,0.00035316270611170667,0.00913548469543457,6.837446918551448e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9426229508196722,0.9467213114754098,0.9672131147540983,0.9521857923497268,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,70,
175,0.12561718622843424,0.0004723318701610309,0.01102773348490397,0.0009264059864799962,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9426229508196722,0.9508196721311475,0.9672131147540983,0.953551912568306,0.010223107614136424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,80,
176,0.1416931947072347,0.002289182103689363,0.011159181594848633,7.960062882408105e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9508196721311475,0.9426229508196722,0.9672131147540983,0.953551912568306,0.010223107614136424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,90,
177,0.15357009569803873,0.0002404192849555675,0.012395779291788736,0.000244263011502541,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8934426229508197,0.8688524590163934,0.9180327868852459,0.8934426229508197,0.020077784776911318,153,0.9508196721311475,0.9467213114754098,0.9672131147540983,0.9549180327868853,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,100,
178,0.16939878463745117,0.0015381307147390502,0.013325214385986328,0.00020981927684302786,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9467213114754098,0.9631147540983607,0.9521857923497268,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,110,
179,0.185331662495931,0.0007996169430638498,0.014921983083089193,0.000583949397690594,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9385245901639344,0.9590163934426229,0.9480874316939891,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,120,
180,0.2032312552134196,0.003807949183884439,0.016819238662719727,0.0010972859325750547,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9385245901639344,0.9426229508196722,0.9549180327868853,0.9453551912568307,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,130,
181,0.21918678283691406,0.001970064948261494,0.01674056053161621,0.00047685913194253225,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9467213114754098,0.9426229508196722,0.9549180327868853,0.9480874316939891,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,140,
182,0.23190108935038248,0.0015590900503939917,0.01776274045308431,0.00014664123094559417,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9426229508196722,0.9508196721311475,0.9672131147540983,0.953551912568306,0.010223107614136424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,150,
183,0.24826717376708984,0.0020132692291267127,0.01912967363993327,0.00016890475145302643,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9426229508196722,0.9467213114754098,0.9672131147540983,0.9521857923497268,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,160,
184,0.2603975137074788,0.0012470541055288054,0.019864320755004883,0.00013736759083521685,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9426229508196722,0.9631147540983607,0.9521857923497268,0.008421330605148866,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,170,
185,0.27950278917948407,0.0023145961387505995,0.021149237950642902,0.0007150105303313874,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,180,
186,0.2897302309672038,0.0006358673814405197,0.021839698155721027,0.00020368969910085927,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9426229508196722,0.9631147540983607,0.9508196721311476,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,190,
187,0.3053731918334961,0.0022347712217137042,0.023798386255900066,0.0016271923962717302,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9467213114754098,0.9631147540983607,0.9521857923497268,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,200,
188,0.3269532521565755,0.003818096520595258,0.024451017379760742,0.0006408559245779081,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9467213114754098,0.9631147540983607,0.9521857923497268,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,210,
189,0.33687885602315265,0.002094175972880947,0.025111277898152668,7.457646092727558e-05,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9508196721311475,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,220,
190,0.3528939088185628,0.002892570459313907,0.026549577713012695,0.0005724989610691543,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9508196721311475,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,230,
191,0.3684329191843669,0.0006340280694128772,0.028580586115519207,0.001681599465385095,42,"{'max_depth': 6, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9467213114754098,0.9508196721311475,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,6,240,
192,0.016545772552490234,0.0005999198939387912,0.0024492740631103516,1.6519270750988143e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8688524590163934,0.8661202185792348,0.010223107614136463,388,0.9221311475409836,0.930327868852459,0.9139344262295082,0.9221311475409836,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,10,
193,0.03115367889404297,0.00014855078329784928,0.0035234292348225913,8.437600241581666e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8975409836065574,0.9221311475409836,0.9016393442622951,0.907103825136612,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,20,
194,0.04571851094563802,9.497109815604725e-05,0.0045901139577229815,5.2501313393514384e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.8934426229508197,0.9221311475409836,0.8975409836065574,0.9043715846994536,0.012668877726087005,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,30,
195,0.06167928377787272,0.0004747218393097469,0.006078799565633138,0.0003316205223241554,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9221311475409836,0.8934426229508197,0.9043715846994536,0.012668877726087005,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,40,
196,0.07892616589864095,0.00048445365908211536,0.006981611251831055,0.00019545244316973527,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9221311475409836,0.8975409836065574,0.907103825136612,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,50,
197,0.09169578552246094,0.0007987267457229705,0.007843017578125,3.5769673849947815e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8852459016393442,0.9002732240437159,0.01352390018662797,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,60,
198,0.10575644175211589,0.0005179012184127202,0.008873462677001953,5.8989529787885213e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8934426229508197,0.9180327868852459,0.8975409836065574,0.9030054644808744,0.010756841357939634,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,70,
199,0.12534729639689127,0.0010354994807748143,0.010222832361857096,0.0002093601436533213,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8975409836065574,0.9043715846994536,0.00965992870473424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,80,
200,0.13619192441304526,0.0006772821369349052,0.011051257451375326,8.546750915046769e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8811475409836066,0.8989071038251367,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,90,
201,0.15170820554097494,0.0018308418196275038,0.012290557225545248,0.00032398879194687,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8852459016393442,0.9016393442622951,0.013385189851274211,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,100,
202,0.16504224141438803,0.0004169655051468721,0.013126134872436523,4.3584759573766794e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,110,
203,0.18178590138753256,0.0019298577255752471,0.014795541763305664,0.0004916847036012144,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,120,
204,0.19639166196187338,0.002028094675162555,0.015504757563273111,0.00035757129716248195,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,130,
205,0.21104017893473306,0.0012207171620200986,0.01632078488667806,0.0001056545566085238,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8729508196721312,0.8975409836065573,0.018631395760909636,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,140,
206,0.22687061627705893,0.001123923580414886,0.017623027165730793,0.00012291201671819137,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,150,
207,0.24159717559814453,0.0003552709372730974,0.019194602966308594,0.000661531893198382,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,160,
208,0.25835879643758136,0.002978378827960468,0.019709110260009766,0.0003880456046990743,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8729508196721312,0.8975409836065573,0.018631395760909636,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,170,
209,0.2738494873046875,0.004516412881834646,0.020647128423055012,0.00015784502384538963,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,180,
210,0.2869112491607666,0.002125739418410191,0.02254637082417806,0.0015505429841756737,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,190,
211,0.3030850887298584,0.0023197636283825416,0.02294190724690755,0.00013832131941165083,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,200,
212,0.31844449043273926,0.0017437293669626335,0.023984988530476887,4.1060789511192103e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8852459016393442,0.9016393442622951,0.013385189851274211,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,210,
213,0.33191514015197754,0.0018482826739750335,0.0248416264851888,0.00017675532265988046,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9057377049180327,0.9180327868852459,0.8852459016393442,0.9030054644808744,0.013523900186627968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,220,
214,0.3473222255706787,0.002691331700064331,0.025800784428914387,8.366518279930459e-05,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9057377049180327,0.9180327868852459,0.8852459016393442,0.9030054644808744,0.013523900186627968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,230,
215,0.3601831595102946,0.001125803363555737,0.028340895970662434,0.0021870036786118857,42,"{'max_depth': 6, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9057377049180327,0.9180327868852459,0.8852459016393442,0.9030054644808744,0.013523900186627968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,9,240,
216,0.015839417775472004,0.00030597098461956494,0.002431948979695638,2.842174360407035e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8688524590163934,0.8497267759562841,0.021513682715879237,478,0.8811475409836066,0.8729508196721312,0.889344262295082,0.8811475409836066,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,10,
217,0.030577977498372395,0.00011391923688064615,0.003522793451944987,7.670469117899555e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.819672131147541,0.8688524590163934,0.8688524590163934,0.8524590163934426,0.023183828891362186,475,0.8811475409836066,0.9180327868852459,0.8770491803278688,0.8920765027322405,0.018429969348677664,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,20,
218,0.04505054155985514,0.0005631469157131011,0.004508415857950847,6.151671642009423e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8524590163934426,0.860655737704918,0.8934426229508197,0.8688524590163934,0.0177069417989286,277,0.889344262295082,0.8729508196721312,0.8811475409836066,0.8811475409836066,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,30,
219,0.060538689295450844,0.000688700898174612,0.0059956709543863935,0.0004445414129146706,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8934426229508197,0.866120218579235,0.020446215228272887,338,0.889344262295082,0.8770491803278688,0.8770491803278688,0.8811475409836066,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,40,
220,0.07802383104960124,0.002296115270024543,0.006855010986328125,0.0002230793687125078,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,50,
221,0.09155710538228352,0.0012010203552200282,0.007816314697265625,6.049101135309698e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,60,
222,0.10545436541239421,0.0003355792294402611,0.009133100509643555,0.0004067144705039622,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8811475409836066,0.8770491803278688,0.8770491803278688,0.878415300546448,0.0019319857409468796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,70,
223,0.12174733479817708,0.002406378213646481,0.010972738265991211,0.0015724892760624997,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,80,
224,0.13494602839152017,0.0002298963709318262,0.011082172393798828,0.00010025550862573984,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.889344262295082,0.8770491803278688,0.8770491803278688,0.8811475409836066,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,90,
225,0.15146605173746744,0.0006531729344412044,0.012192408243815104,0.00013459741814076992,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,100,
226,0.16437705357869467,0.0006319877784096462,0.0133210817972819,0.00029231325639361184,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8278688524590164,0.8688524590163934,0.8934426229508197,0.8633879781420765,0.0270478003732559,403,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,110,
227,0.18118484814961752,0.0016714778858726688,0.014194091161092123,1.442426930216624e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,120,
228,0.19607837994893393,0.003826031359288563,0.015481233596801758,0.00047984181908603793,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,130,
229,0.207444429397583,0.0012244524751390924,0.016649564107259113,0.00018382359345920268,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8278688524590164,0.8688524590163934,0.8934426229508197,0.8633879781420765,0.0270478003732559,403,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,140,
230,0.22386391957600912,0.0009963594733075174,0.017760435740152996,0.0003112596528562277,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,150,
231,0.23909123738606772,0.00169607344588987,0.018899281819661457,0.00021257075107647698,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,160,
232,0.2566498915354411,0.0037448622411819493,0.01994935671488444,0.00010696651315388397,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8934426229508197,0.8770491803278688,0.8647540983606558,0.8784153005464481,0.011751810474101941,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,170,
233,0.2676890691121419,0.0006892826220348897,0.021846532821655273,0.0008116959270800831,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8647540983606558,0.8756830601092895,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,180,
234,0.28600478172302246,0.0014921971603323691,0.023134311040242512,0.0004381997856178551,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.889344262295082,0.8770491803278688,0.8647540983606558,0.8770491803278689,0.010038892388455659,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,190,
235,0.29993804295857746,0.0031039114187779186,0.022955656051635742,0.0002703384943146546,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8647540983606558,0.8756830601092895,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,200,
236,0.3132461706797282,0.0016011678354093833,0.023931582768758137,0.00019019739931989437,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,210,
237,0.3283148606618245,0.003039055931736432,0.024866819381713867,8.848445528481246e-05,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,220,
238,0.3419190247853597,0.0003076434535516383,0.027512232462565105,0.0008075271961836073,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,230,
239,0.358836571375529,0.0022133445481463693,0.027332862218221027,0.00046857002631857717,42,"{'max_depth': 6, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8688524590163934,0.8756830601092895,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",6,12,240,
240,0.017022053400675457,0.0001793907540003891,0.0024932225545247397,3.0405821748853287e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9672131147540983,0.9371584699453552,0.021513682715879237,8,0.9877049180327869,1.0,0.9959016393442623,0.9945355191256832,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,10,
241,0.03271937370300293,0.0004721064745183216,0.0035942395528157554,1.1399854709015596e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9180327868852459,0.9180327868852459,0.9426229508196722,0.9262295081967213,0.011591914445681119,71,0.9959016393442623,1.0,1.0,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,20,
242,0.04888423283894857,0.0003869336116604483,0.004677613576253255,2.203305310078833e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,30,
243,0.06458806991577148,0.00022343912872832197,0.005808512369791667,2.7255135837927812e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,40,
244,0.08158206939697266,0.002136712901457055,0.006844758987426758,2.74675035402422e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,50,
245,0.09619641304016113,0.00015095379654850538,0.007934252421061197,3.0388991669411224e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9180327868852459,0.9180327868852459,0.9672131147540983,0.9344262295081966,0.023183828891362186,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,60,
246,0.11168909072875977,0.0003770642906339606,0.009000857671101889,4.301075278668108e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,70,
247,0.12883504231770834,0.0015072784145879743,0.010448932647705078,0.0002849767984848909,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9590163934426229,0.9398907103825137,0.013931747304898283,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,80,
248,0.1436765193939209,0.0002927963295633248,0.011216243108113607,7.326664960392946e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,90,
249,0.16150720914204916,0.0029628822381786153,0.01259318987528483,0.00034854036530107134,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,100,
250,0.17492183049519858,0.0007612328847436156,0.013592958450317383,0.00010528567332576044,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9590163934426229,0.9398907103825137,0.013931747304898283,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,110,
251,0.19294309616088867,0.0010518025245003393,0.014674107233683268,0.0005392690729142805,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,120,
252,0.20673306783040366,0.002528392047432739,0.015510638554890951,4.641936193897133e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9508196721311475,0.9344262295081966,0.013385189851274164,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,130,
253,0.22185444831848145,0.00047289005440145606,0.016635417938232422,0.00017955763128432205,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9508196721311475,0.9316939890710382,0.013931747304898283,60,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,140,
254,0.23862242698669434,0.0014846123078383535,0.017673174540201824,0.00016861103208543437,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,150,
255,0.25545215606689453,0.0009073441207665588,0.01898471514383952,4.575580448562774e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,160,
256,0.27402591705322266,0.004507473948942824,0.020832300186157227,0.00022216270838678213,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,170,
257,0.2893950939178467,0.00395086946405188,0.0210268497467041,8.525322998209883e-05,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9262295081967213,0.9344262295081968,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,180,
258,0.3016653060913086,0.0019329776657557702,0.024729490280151367,0.0038401055989909323,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9262295081967213,0.9344262295081968,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,190,
259,0.31867408752441406,0.0024447704381599603,0.023457129796346027,0.0005206802795088907,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,200,
260,0.3346887429555257,0.0006348703511464693,0.024298906326293945,0.0001850430268927614,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,210,
261,0.3492878278096517,0.0024481318943684314,0.025031487147013348,0.0001515542641938688,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,220,
262,0.36378971735636395,0.0013753295589465685,0.026181459426879883,0.00018125708774967774,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,230,
263,0.37930115063985187,0.0026901149394406936,0.02780771255493164,0.0007757196308358818,42,"{'max_depth': 9, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,1,240,
264,0.01661237080891927,4.149229218905439e-05,0.0025070508321126304,5.0674029201248634e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9098360655737705,0.9098360655737705,0.9590163934426229,0.9262295081967213,0.023183828891362186,71,0.9795081967213115,0.9836065573770492,0.9836065573770492,0.98224043715847,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,10,
265,0.03270141283671061,0.0009824857793722785,0.003595272699991862,3.668152466731389e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9180327868852459,0.8934426229508197,0.9508196721311475,0.9207650273224045,0.023503620948203876,76,0.9836065573770492,0.9836065573770492,0.9959016393442623,0.9877049180327869,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,20,
266,0.048750877380371094,0.0002596493263958308,0.004828294118245442,0.00012460943989256782,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.9180327868852459,0.8852459016393442,0.9508196721311475,0.9180327868852459,0.026770379702548378,107,0.9836065573770492,0.9918032786885246,0.9959016393442623,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,30,
267,0.06277600924173991,9.47211807022888e-05,0.005858977635701497,0.00012369020670937147,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9098360655737705,0.8770491803278688,0.9672131147540983,0.9180327868852459,0.03726279152181927,107,0.9918032786885246,0.9918032786885246,0.9959016393442623,0.9931693989071038,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,40,
268,0.07920559247334798,0.001718091928033867,0.006967226664225261,0.00012245238466731918,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9180327868852459,0.8852459016393442,0.9508196721311475,0.9180327868852459,0.026770379702548378,107,0.9918032786885246,0.9877049180327869,0.9959016393442623,0.9918032786885247,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,50,
269,0.09535749753316243,0.001197390188274966,0.007920344670613607,6.975997069788504e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9508196721311475,0.9207650273224045,0.027047800373255906,76,0.9918032786885246,0.9918032786885246,1.0,0.9945355191256832,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,60,
270,0.10974287986755371,0.00044209803967026396,0.009102106094360352,0.0002486190257852462,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9180327868852459,0.8852459016393442,0.9508196721311475,0.9180327868852459,0.026770379702548378,107,0.9918032786885246,0.9836065573770492,0.9959016393442623,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,70,
271,0.12496240933736165,0.000388557302532832,0.010143915812174479,4.75078890874508e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9180327868852459,0.8770491803278688,0.9590163934426229,0.9180327868852459,0.03346297462818548,107,0.9877049180327869,0.9877049180327869,0.9959016393442623,0.9904371584699453,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,80,
272,0.1421045462290446,0.0019104545689607093,0.011063496271769205,2.247831920581015e-06,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9508196721311475,0.9180327868852459,0.03066932284240935,107,0.9877049180327869,0.9836065573770492,0.9959016393442623,0.9890710382513661,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,90,
273,0.15608604749043783,0.000504352112131302,0.012603839238484701,0.0004353149086243163,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9426229508196722,0.9153005464480874,0.027863494609796667,120,0.9877049180327869,0.9877049180327869,0.9959016393442623,0.9904371584699453,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,100,
274,0.17522136370340982,0.001423489533385693,0.013353586196899414,8.35002998235874e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9426229508196722,0.9153005464480874,0.027863494609796667,120,0.9877049180327869,0.9877049180327869,0.9959016393442623,0.9904371584699453,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,110,
275,0.19025540351867676,0.003022283330009544,0.014436880747477213,0.0001500308254609677,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9508196721311475,0.9207650273224045,0.027047800373255906,76,0.9877049180327869,0.9877049180327869,0.9959016393442623,0.9904371584699453,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,120,
276,0.20284692446390787,0.0006308960563218773,0.015540599822998047,0.00020375133295039865,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9877049180327869,0.9918032786885246,0.9959016393442623,0.9918032786885247,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,130,
277,0.22049387296040854,0.001064352882752775,0.017805099487304688,0.0008504572853830828,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9262295081967213,0.8934426229508197,0.9426229508196722,0.9207650273224045,0.020446215228272925,76,0.9877049180327869,0.9959016393442623,0.9877049180327869,0.9904371584699455,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,140,
278,0.23667224248250326,0.0036011825469489138,0.018071571985880535,0.0007010450735633794,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9262295081967213,0.8934426229508197,0.9426229508196722,0.9207650273224045,0.020446215228272925,76,0.9877049180327869,0.9959016393442623,0.9959016393442623,0.9931693989071039,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,150,
279,0.2500154177347819,0.002430770112320153,0.019247690836588543,0.0006667976865048097,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9262295081967213,0.8934426229508197,0.9426229508196722,0.9207650273224045,0.020446215228272925,76,0.9836065573770492,0.9959016393442623,0.9959016393442623,0.9918032786885247,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,160,
280,0.26787805557250977,0.005799307083718747,0.02026232083638509,0.000238570509292159,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9959016393442623,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,170,
281,0.2821784019470215,0.0025070140958630012,0.020843903223673504,3.952015192898958e-05,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9959016393442623,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,180,
282,0.29703553517659503,0.002433939441896659,0.024135589599609375,0.002107164605546127,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9959016393442623,0.9918032786885246,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,190,
283,0.3143966992696126,0.0022960342988486266,0.0237882137298584,0.0006518192156444198,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,200,
284,0.3318767547607422,0.003996447328361603,0.024657567342122395,0.0004226929586596645,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,210,
285,0.3437333106994629,0.003607331474228593,0.025986433029174805,0.0012145680962550758,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,220,
286,0.3576592604319255,0.0010011580118600752,0.026235262552897137,0.00014703827873424282,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9426229508196722,0.9153005464480874,0.027863494609796667,120,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,230,
287,0.3755885759989421,0.0021964616631774047,0.027879079182942707,0.0010491188037874235,42,"{'max_depth': 9, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,3,240,
288,0.016504764556884766,0.0003359615296057519,0.0025010108947753906,1.3749953131958213e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8934426229508197,0.8852459016393442,0.9016393442622951,0.8934426229508197,0.006692594925637106,153,0.9467213114754098,0.9385245901639344,0.9549180327868853,0.9467213114754099,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,10,
289,0.031164805094401043,1.1860908301857445e-05,0.003566741943359375,3.842954485309924e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9426229508196722,0.8989071038251367,0.03162796967975475,145,0.9344262295081968,0.9426229508196722,0.9590163934426229,0.9453551912568307,0.010223107614136414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,20,
290,0.04613471031188965,0.00018557635980054286,0.004645824432373047,4.564994667083189e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8934426229508197,0.8770491803278688,0.9262295081967213,0.8989071038251367,0.020446215228272925,145,0.9549180327868853,0.9344262295081968,0.9590163934426229,0.9494535519125683,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,30,
291,0.06156245867411295,0.00030189167248519344,0.005753676096598308,5.2946940115889736e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8934426229508197,0.8688524590163934,0.9262295081967213,0.8961748633879781,0.023503620948203924,150,0.9549180327868853,0.9508196721311475,0.9672131147540983,0.9576502732240436,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,40,
292,0.07780226071675618,0.0011619813268569622,0.006795644760131836,2.95876079815354e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9467213114754098,0.9508196721311475,0.9713114754098361,0.9562841530054644,0.010756841357939655,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,50,
293,0.09230287869771321,0.0007059190530277723,0.007847229639689127,5.9963207456676365e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9262295081967213,0.8907103825136612,0.025337755452174083,172,0.9467213114754098,0.9467213114754098,0.9672131147540983,0.953551912568306,0.00965992870473424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,60,
294,0.10750333468119304,0.0003257268038873504,0.008965174357096354,5.5214823805082334e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9426229508196722,0.9467213114754098,0.9713114754098361,0.953551912568306,0.012668877726087024,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,70,
295,0.12527974446614584,0.0017336459646383148,0.010300636291503906,0.00023638004784680696,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9426229508196722,0.9508196721311475,0.9672131147540983,0.953551912568306,0.010223107614136424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,80,
296,0.13872806231180826,0.0013549085756386582,0.010888497034708658,0.00013493878433382532,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9467213114754098,0.9426229508196722,0.9672131147540983,0.9521857923497268,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,90,
297,0.15479461352030435,0.0024181221216853124,0.01295320192972819,0.0006226941130148427,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8934426229508197,0.8688524590163934,0.9180327868852459,0.8934426229508197,0.020077784776911318,153,0.9508196721311475,0.9467213114754098,0.9672131147540983,0.9549180327868853,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,100,
298,0.1680882771809896,0.0008347116136276851,0.01441518465677897,0.001652708800754066,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9467213114754098,0.9631147540983607,0.9521857923497268,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,110,
299,0.18533031145731607,0.0005955073886013454,0.014412879943847656,9.407257154738893e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9426229508196722,0.9590163934426229,0.9508196721311476,0.0066925949256370606,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,120,
300,0.2010786533355713,0.0007697292286304142,0.015523751576741537,0.00019584799170438576,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9467213114754098,0.9549180327868853,0.9494535519125683,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,130,
301,0.21627084414164224,0.0021451874791648213,0.017421404520670574,0.0013501950463391935,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9467213114754098,0.9426229508196722,0.9549180327868853,0.9480874316939891,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,140,
302,0.23142321904500326,0.0021853176731402575,0.017464478810628254,2.2693085095182732e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9467213114754098,0.9508196721311475,0.9672131147540983,0.9549180327868853,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,150,
303,0.24941523869832358,0.0026778887275356435,0.018847942352294922,8.904245031622881e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9467213114754098,0.9467213114754098,0.9631147540983607,0.9521857923497268,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,160,
304,0.26155948638916016,0.0014588231179109967,0.01996644337972005,0.0004851602051716123,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,170,
305,0.2772635618845622,0.0027184639614334866,0.021189212799072266,0.00019208588545576515,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9508196721311475,0.9631147540983607,0.9549180327868853,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,180,
306,0.2950295607248942,0.004142900124220889,0.021963198979695637,0.00013228318969707486,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,190,
307,0.3067818482716878,0.0023840088169324956,0.022932688395182293,1.8513253414485428e-05,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,200,
308,0.3224789301554362,0.0021215927593206414,0.024440606435139973,0.0008179228961940486,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,210,
309,0.33834266662597656,0.003736983684749336,0.026273409525553387,0.0020859010744453095,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9508196721311475,0.9631147540983607,0.9549180327868853,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,220,
310,0.35575350125630695,0.003961700771316698,0.026360352834065754,0.00034622965862722495,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9508196721311475,0.9672131147540983,0.9562841530054644,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,230,
311,0.3722188472747803,0.006071632574472011,0.027884880701700848,0.0006643115853758239,42,"{'max_depth': 9, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9508196721311475,0.9508196721311475,0.9672131147540983,0.9562841530054644,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,6,240,
312,0.016099929809570312,4.704081743577707e-05,0.0024323463439941406,3.4589597860950725e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8688524590163934,0.8661202185792348,0.010223107614136463,388,0.9221311475409836,0.930327868852459,0.9139344262295082,0.9221311475409836,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,10,
313,0.03086551030476888,0.00011305438186260678,0.003560781478881836,2.9252706328314373e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8975409836065574,0.9221311475409836,0.9016393442622951,0.907103825136612,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,20,
314,0.04623802502950033,0.00023914998505910942,0.004719257354736328,3.830905099514136e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.8934426229508197,0.9221311475409836,0.8975409836065574,0.9043715846994536,0.012668877726087005,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,30,
315,0.06175549825032552,0.0009913744656107715,0.005642255147298177,4.2284789515040595e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9221311475409836,0.8934426229508197,0.9043715846994536,0.012668877726087005,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,40,
316,0.07764474550882976,0.00027016029222116006,0.006946007410685222,0.00021216005917358715,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8975409836065574,0.9057377049180327,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,50,
317,0.09244521458943684,0.0007711833452068961,0.007840951283772787,6.920557586934089e-05,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8852459016393442,0.9002732240437159,0.01352390018662797,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,60,
318,0.10783902804056804,0.0018232045817062291,0.00907150904337565,0.0002786463757092512,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8934426229508197,0.9180327868852459,0.8975409836065574,0.9030054644808744,0.010756841357939634,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,70,
319,0.12189205487569173,0.0012391627199921638,0.01009837786356608,0.00010463874886515439,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8975409836065574,0.9043715846994536,0.00965992870473424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,80,
320,0.1383234659830729,0.0033737337744216625,0.011055469512939453,0.00019253034695768372,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8811475409836066,0.8989071038251367,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,90,
321,0.15459783871968588,0.0015933371276126858,0.0122529665629069,0.00011206084665450785,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8852459016393442,0.9016393442622951,0.013385189851274211,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,100,
322,0.1675590674082438,0.002286458258401996,0.013309637705485025,0.00017438786665237182,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,110,
323,0.18163108825683594,0.001237139755672234,0.014327685038248697,0.00017279337061093026,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,120,
324,0.2008214791615804,0.0004874006017783866,0.01553193728129069,0.0001933285410251285,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,130,
325,0.21493077278137207,0.0016845702895543712,0.01742895444234212,0.0008965429922299623,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8729508196721312,0.8975409836065573,0.018631395760909636,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,140,
326,0.22549223899841309,0.0011504202833213855,0.017318010330200195,0.0002813392439301393,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8729508196721312,0.8975409836065573,0.018631395760909636,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,150,
327,0.24194439252217612,0.0013969307501198066,0.018749554951985676,0.00021864611522200538,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,160,
328,0.26196781794230145,0.006064139929749262,0.020087162653605144,0.0010109092515932575,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8729508196721312,0.8975409836065573,0.018631395760909636,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,170,
329,0.2719603379567464,0.0012452525824696253,0.02122012774149577,0.0008304304346963612,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,180,
330,0.2868790626525879,0.0021227144085108327,0.02231311798095703,0.0010306048964411208,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,190,
331,0.30026475588480633,0.0008317607551208974,0.02422300974527995,0.0021616381493145907,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,200,
332,0.3176780541737874,0.001973169612074973,0.024730443954467773,0.0015521670742659496,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8852459016393442,0.9016393442622951,0.013385189851274211,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,210,
333,0.3317917188008626,0.000689724973242882,0.025445063908894856,0.0005084733434994205,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9098360655737705,0.9180327868852459,0.8852459016393442,0.9043715846994536,0.013931747304898334,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,220,
334,0.34775598843892414,0.003528123001017023,0.02620546023050944,0.00021039457616443146,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9057377049180327,0.9180327868852459,0.8852459016393442,0.9030054644808744,0.013523900186627968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,230,
335,0.3605477015177409,0.00013816177803844282,0.027386983235677082,0.0001522230382509609,42,"{'max_depth': 9, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9057377049180327,0.9180327868852459,0.8852459016393442,0.9030054644808744,0.013523900186627968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,9,240,
336,0.01586174964904785,0.00016599972400558008,0.002450704574584961,1.0805386727928792e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8688524590163934,0.8497267759562841,0.021513682715879237,478,0.8811475409836066,0.8729508196721312,0.889344262295082,0.8811475409836066,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,10,
337,0.03045233090718587,5.943411698958574e-05,0.0036362012227376304,0.00010702672303950612,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.819672131147541,0.8688524590163934,0.8688524590163934,0.8524590163934426,0.023183828891362186,475,0.8811475409836066,0.9180327868852459,0.8770491803278688,0.8920765027322405,0.018429969348677664,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,20,
338,0.04635802904764811,0.0012908195501196821,0.004844983418782552,0.0003085904228118626,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8524590163934426,0.860655737704918,0.8934426229508197,0.8688524590163934,0.0177069417989286,277,0.889344262295082,0.8729508196721312,0.8811475409836066,0.8811475409836066,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,30,
339,0.06260045369466145,0.0012603346172439626,0.005832672119140625,0.00010736268612608025,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8934426229508197,0.866120218579235,0.020446215228272887,338,0.889344262295082,0.8770491803278688,0.8770491803278688,0.8811475409836066,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,40,
340,0.07590421040852864,0.0002912727904613926,0.0067891279856363935,4.4497847013711466e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,50,
341,0.09022140502929688,0.00024980169382130197,0.00782934824625651,7.392291837201624e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,60,
342,0.10651763280232747,0.002425868339676163,0.009141763051350912,0.00026986240311989836,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8811475409836066,0.8770491803278688,0.8770491803278688,0.878415300546448,0.0019319857409468796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,70,
343,0.12284684181213379,0.0018760238055215079,0.010105133056640625,9.222167065678732e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,80,
344,0.13517332077026367,0.0012984485224103281,0.011111736297607422,0.00018028806649706165,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.889344262295082,0.8770491803278688,0.8770491803278688,0.8811475409836066,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,90,
345,0.14954582850138345,0.0004596322854747534,0.012297709782918295,0.00027059275178432994,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,100,
346,0.16573047637939453,0.001000298060154006,0.013480742772420248,0.00020649070851206175,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8278688524590164,0.8688524590163934,0.8934426229508197,0.8633879781420765,0.0270478003732559,403,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,110,
347,0.1792441209157308,0.0011841128972034645,0.014165719350179037,0.00016993769134933224,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,120,
348,0.1936925252278646,0.0008119444348336532,0.01521595319112142,0.0001655939421644095,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,130,
349,0.20877949396769205,0.002064569753086275,0.016796271006266277,0.00028925616554175933,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8278688524590164,0.8688524590163934,0.8934426229508197,0.8633879781420765,0.0270478003732559,403,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,140,
350,0.2230039437611898,0.0009296926640575927,0.01757971445719401,0.00025481286722552234,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,150,
351,0.23926663398742676,0.002384680037132038,0.018615166346232098,0.00010856196260567211,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,160,
352,0.2541133562723796,0.0035555888510886324,0.019724051157633465,0.0002625075774900152,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8934426229508197,0.8770491803278688,0.8647540983606558,0.8784153005464481,0.011751810474101941,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,170,
353,0.2689689000447591,0.0021107841058131504,0.021288156509399414,0.0007904532750063419,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8647540983606558,0.8756830601092895,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,180,
354,0.287735382715861,0.00499036239779677,0.021820068359375,0.0001323480122897862,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.889344262295082,0.8770491803278688,0.8647540983606558,0.8770491803278689,0.010038892388455659,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,190,
355,0.300770362218221,0.0015405338135862897,0.022934754689534504,0.000160511411664113,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8647540983606558,0.8756830601092895,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,200,
356,0.3135574658711751,0.002718592235048584,0.02416539192199707,0.00017525349543253646,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,210,
357,0.3281387488047282,0.002196005842663749,0.02487357457478841,5.210280927371147e-05,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,220,
358,0.3431362311045329,0.0035006734093697635,0.025971412658691406,0.00013616866886570223,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,230,
359,0.3596182664235433,0.0009435534744231873,0.027719736099243164,0.0007179819445312858,42,"{'max_depth': 9, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8688524590163934,0.8756830601092895,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",9,12,240,
360,0.01688067118326823,8.689702177486058e-05,0.0024422804514567056,8.070303576998789e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 10, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9672131147540983,0.9398907103825137,0.020446215228272877,1,0.9877049180327869,1.0,0.9959016393442623,0.9945355191256832,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,10,
361,0.03265245755513509,3.6804258010607124e-05,0.0035970211029052734,3.9748031194227695e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 20, 'random_state': 42}",0.9180327868852459,0.9180327868852459,0.9426229508196722,0.9262295081967213,0.011591914445681119,71,0.9959016393442623,1.0,1.0,0.9986338797814208,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,20,
362,0.04849505424499512,0.000480742239464335,0.004627784093221028,4.743684334467648e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 30, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,30,
363,0.06401522954305013,0.0002841326234883235,0.005790233612060547,3.7114250921279195e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 40, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9590163934426229,0.9398907103825137,0.013931747304898283,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,40,
364,0.08050354321797688,0.0007594202837918713,0.0068054993947347,1.9342133263942794e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 50, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9590163934426229,0.9371584699453552,0.015455885927574773,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,50,
365,0.09578291575113933,8.936114373176824e-05,0.007938464482625326,8.922937203433277e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 60, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9672131147540983,0.9371584699453552,0.021513682715879237,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,60,
366,0.1122129758199056,0.0012875844509038933,0.00919961929321289,0.000144041658788856,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 70, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,70,
367,0.12794669469197592,0.0003916865504125878,0.010376612345377604,0.000546637403162542,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 80, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9590163934426229,0.9398907103825137,0.013931747304898283,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,80,
368,0.14254999160766602,0.0003071331665587774,0.011209964752197266,9.889362017144782e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 90, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,90,
369,0.16106534004211426,0.0011769135283230302,0.012349923451741537,0.00010077528390207005,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 100, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,8,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,100,
370,0.17493812243143717,0.001440700383505636,0.013354937235514322,4.2882806900091916e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 110, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9590163934426229,0.9398907103825137,0.013931747304898283,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,110,
371,0.1933155059814453,0.0014863772725281406,0.014401117960611979,0.00026242340207271,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 120, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9590163934426229,0.9398907103825137,0.013931747304898283,1,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,120,
372,0.20871146519978842,0.0014119217411627557,0.015715996424357098,0.0002528586367251625,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 130, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9508196721311475,0.9344262295081966,0.013385189851274164,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,130,
373,0.2228844165802002,0.00208679873439636,0.01720404624938965,0.0006012711734494634,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 140, 'random_state': 42}",0.9262295081967213,0.9180327868852459,0.9508196721311475,0.9316939890710382,0.013931747304898283,60,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,140,
374,0.23948351542154947,0.0015343472850703928,0.01767428716023763,0.00012511809862560688,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 150, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,150,
375,0.2548338572184245,0.0013368395038717076,0.019050439198811848,0.00032069643597478533,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 160, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,160,
376,0.2698783079783122,0.0006241120912117876,0.01995714505513509,7.137530046881899e-05,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 170, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,170,
377,0.2866024971008301,0.0012942604922471885,0.021198590596516926,0.00017880676396439912,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 180, 'random_state': 42}",0.9262295081967213,0.9344262295081968,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,180,
378,0.3035738468170166,0.00039082533626140547,0.022992610931396484,0.0013689687685132837,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 190, 'random_state': 42}",0.9262295081967213,0.9344262295081968,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,190,
379,0.3188029925028483,0.002479297752648625,0.023439963658650715,0.0002364763249939216,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 200, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,200,
380,0.3344105084737142,0.0031783298133754665,0.02422618865966797,0.00025259192948451776,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 210, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,210,
381,0.351465384165446,0.00233072743429764,0.025380531946818035,0.0003196033635278308,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 220, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,220,
382,0.3645037015279134,0.0007631933349482949,0.026451985041300457,0.00014683492102391684,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 230, 'random_state': 42}",0.9262295081967213,0.9262295081967213,0.9508196721311475,0.9344262295081966,0.011591914445681067,42,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,230,
383,0.37861839930216473,0.0014088613108271789,0.02895665168762207,0.0025768697905499335,42,"{'max_depth': 12, 'min_samples_leaf': 1, 'n_estimators': 240, 'random_state': 42}",0.9344262295081968,0.9262295081967213,0.9508196721311475,0.9371584699453551,0.010223107614136414,27,1.0,1.0,1.0,1.0,0.0,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,1,240,
384,0.017307599385579426,0.00035058484416652344,0.0027207533518473306,0.00021530569135417367,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 10, 'random_state': 42}",0.9098360655737705,0.9098360655737705,0.9590163934426229,0.9262295081967213,0.023183828891362186,71,0.9795081967213115,0.9836065573770492,0.9836065573770492,0.98224043715847,0.0019319857409468271,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,10,
385,0.032512823740641274,0.0007032751966886268,0.003711700439453125,0.00015522544884512203,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 20, 'random_state': 42}",0.9180327868852459,0.8934426229508197,0.9508196721311475,0.9207650273224045,0.023503620948203876,76,0.9836065573770492,0.9836065573770492,0.9959016393442623,0.9877049180327869,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,20,
386,0.04904341697692871,0.0011765143038770162,0.004834095637003581,0.00013045372484733926,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 30, 'random_state': 42}",0.9180327868852459,0.8852459016393442,0.9508196721311475,0.9180327868852459,0.026770379702548378,107,0.9836065573770492,0.9918032786885246,0.9959016393442623,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,30,
387,0.06455413500467937,0.001646384731864976,0.005856990814208984,6.620857183539489e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 40, 'random_state': 42}",0.9098360655737705,0.8770491803278688,0.9672131147540983,0.9180327868852459,0.03726279152181927,107,0.9918032786885246,0.9918032786885246,0.9959016393442623,0.9931693989071038,0.0019319857409468794,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,40,
388,0.07978908220926921,0.0013209253748420523,0.006904045740763347,0.00011424245005048486,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 50, 'random_state': 42}",0.9180327868852459,0.8852459016393442,0.9508196721311475,0.9180327868852459,0.026770379702548378,107,0.9918032786885246,0.9877049180327869,0.9959016393442623,0.9918032786885247,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,50,
389,0.09563120206197102,0.000653844927256577,0.008266290028889975,0.00042281549629269476,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 60, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9508196721311475,0.9207650273224045,0.027047800373255906,76,0.9918032786885246,0.9918032786885246,1.0,0.9945355191256832,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,60,
390,0.11172095934549968,0.0013547348762141655,0.009551684061686197,0.0008668680596859644,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 70, 'random_state': 42}",0.9180327868852459,0.8852459016393442,0.9508196721311475,0.9180327868852459,0.026770379702548378,107,0.9918032786885246,0.9836065573770492,0.9959016393442623,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,70,
391,0.12813544273376465,0.00363376335708641,0.010125239690144857,2.876961428481092e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 80, 'random_state': 42}",0.9180327868852459,0.8770491803278688,0.9590163934426229,0.9180327868852459,0.03346297462818548,107,0.9877049180327869,0.9877049180327869,0.9959016393442623,0.9904371584699453,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,80,
392,0.14635205268859863,0.0012427693857311759,0.011304299036661783,0.0002460899653978943,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 90, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9508196721311475,0.9180327868852459,0.03066932284240935,107,0.9877049180327869,0.9836065573770492,0.9959016393442623,0.9890710382513661,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,90,
393,0.15745051701863608,0.0011560880652387651,0.012311379114786783,0.00010533269385338715,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 100, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9426229508196722,0.9153005464480874,0.027863494609796667,120,0.9877049180327869,0.9877049180327869,0.9959016393442623,0.9904371584699453,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,100,
394,0.17434914906819662,0.001392827331756653,0.013384342193603516,0.00012904767621624654,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 110, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9426229508196722,0.9153005464480874,0.027863494609796667,120,0.9877049180327869,0.9877049180327869,0.9959016393442623,0.9904371584699453,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,110,
395,0.19340801239013672,0.0034057078887699335,0.014987786610921225,0.00038465138308280654,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 120, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9508196721311475,0.9207650273224045,0.027047800373255906,76,0.9877049180327869,0.9877049180327869,0.9959016393442623,0.9904371584699453,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,120,
396,0.2068904240926107,0.004163930778857159,0.016216754913330078,0.0008306103869023667,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 130, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9877049180327869,0.9918032786885246,0.9959016393442623,0.9918032786885247,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,130,
397,0.22412578264872232,0.0024119301554513715,0.017252206802368164,0.0002807360967618816,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 140, 'random_state': 42}",0.9262295081967213,0.8934426229508197,0.9426229508196722,0.9207650273224045,0.020446215228272925,76,0.9877049180327869,0.9959016393442623,0.9877049180327869,0.9904371584699455,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,140,
398,0.23717514673868814,0.00404570690705958,0.017870187759399414,0.00034559231534997544,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 150, 'random_state': 42}",0.9262295081967213,0.8934426229508197,0.9426229508196722,0.9207650273224045,0.020446215228272925,76,0.9877049180327869,0.9959016393442623,0.9959016393442623,0.9931693989071039,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,150,
399,0.25030986467997235,0.0019500449221319777,0.019461790720621746,0.0006748895795355565,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 160, 'random_state': 42}",0.9262295081967213,0.8934426229508197,0.9426229508196722,0.9207650273224045,0.020446215228272925,76,0.9836065573770492,0.9959016393442623,0.9959016393442623,0.9918032786885247,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,160,
400,0.27037525177001953,0.0026934618037005456,0.020194212595621746,0.0008498496906530262,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 170, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9959016393442623,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,170,
401,0.2831554412841797,0.00453476902037178,0.022110621134440105,0.0008865001112892752,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 180, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9959016393442623,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,180,
402,0.2968325614929199,0.001098304230701922,0.022422075271606445,0.0005637107023909592,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 190, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9959016393442623,0.9918032786885246,0.9904371584699453,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,190,
403,0.3115781943003337,0.0011356789719786725,0.0230865478515625,0.00012131843751354709,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 200, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,200,
404,0.32625452677408856,0.0015271237919523178,0.02539372444152832,0.0013638093465964017,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 210, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,210,
405,0.34500741958618164,0.0012026314778707187,0.025267601013183594,0.00017688484178224375,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 220, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,220,
406,0.3595484097798665,0.001340384959055651,0.026259740193684895,8.583120357688527e-05,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 230, 'random_state': 42}",0.9262295081967213,0.8770491803278688,0.9426229508196722,0.9153005464480874,0.027863494609796667,120,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,230,
407,0.37545005480448407,0.004358715508437974,0.027440945307413738,0.00030950125407112905,42,"{'max_depth': 12, 'min_samples_leaf': 3, 'n_estimators': 240, 'random_state': 42}",0.9262295081967213,0.8852459016393442,0.9426229508196722,0.918032786885246,0.024130494170294694,88,0.9836065573770492,0.9918032786885246,0.9918032786885246,0.9890710382513661,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,3,240,
408,0.01633294423421224,0.0002513269095776749,0.0024820963541666665,5.339488039729063e-06,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 10, 'random_state': 42}",0.8934426229508197,0.8852459016393442,0.9016393442622951,0.8934426229508197,0.006692594925637106,153,0.9467213114754098,0.9385245901639344,0.9549180327868853,0.9467213114754099,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,10,
409,0.03137532869974772,7.129535004212728e-05,0.003570397694905599,2.3468054231378875e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 20, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9426229508196722,0.8989071038251367,0.03162796967975475,145,0.9344262295081968,0.9426229508196722,0.9590163934426229,0.9453551912568307,0.010223107614136414,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,20,
410,0.04766273498535156,0.0006142026631799429,0.0046579837799072266,7.654758848592039e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 30, 'random_state': 42}",0.8934426229508197,0.8770491803278688,0.9262295081967213,0.8989071038251367,0.020446215228272925,145,0.9549180327868853,0.9344262295081968,0.9590163934426229,0.9494535519125683,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,30,
411,0.06334137916564941,0.0007439118405811908,0.005877335866292317,0.00018811012686415792,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 40, 'random_state': 42}",0.8934426229508197,0.8688524590163934,0.9262295081967213,0.8961748633879781,0.023503620948203924,150,0.9549180327868853,0.9508196721311475,0.9672131147540983,0.9576502732240436,0.00696587365244916,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,40,
412,0.07849717140197754,0.00047898251005148074,0.006867408752441406,1.5484364396218792e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 50, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9467213114754098,0.9508196721311475,0.9713114754098361,0.9562841530054644,0.010756841357939655,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,50,
413,0.09279767672220866,0.00043871455942618787,0.007860740025838217,1.7123404636780203e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 60, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9262295081967213,0.8907103825136612,0.025337755452174083,172,0.9467213114754098,0.9467213114754098,0.9672131147540983,0.953551912568306,0.00965992870473424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,60,
414,0.10830926895141602,0.0012577865634314394,0.008967240651448568,4.035891291302362e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 70, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9426229508196722,0.9467213114754098,0.9713114754098361,0.953551912568306,0.012668877726087024,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,70,
415,0.12447373072306316,0.0008342278082801018,0.010301987330118815,0.00028376267276413906,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 80, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9426229508196722,0.9508196721311475,0.9672131147540983,0.953551912568306,0.010223107614136424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,80,
416,0.13918646176656088,0.0017221866140015112,0.01101835568745931,6.180802083735024e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 90, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9262295081967213,0.8934426229508197,0.02413049417029469,153,0.9467213114754098,0.9426229508196722,0.9672131147540983,0.9521857923497268,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,90,
417,0.15486065546671549,0.0006599887165397931,0.01212914784749349,0.0001031634250029642,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 100, 'random_state': 42}",0.8934426229508197,0.8688524590163934,0.9180327868852459,0.8934426229508197,0.020077784776911318,153,0.9508196721311475,0.9467213114754098,0.9672131147540983,0.9549180327868853,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,100,
418,0.16935062408447266,0.0018430335700730072,0.014191945393880209,0.0011843275244081124,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 110, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9467213114754098,0.9631147540983607,0.9521857923497268,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,110,
419,0.18468880653381348,0.0016783971776576244,0.014542182286580404,0.0003836991970426375,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 120, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9426229508196722,0.9590163934426229,0.9508196721311476,0.0066925949256370606,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,120,
420,0.2003761132558187,0.0016444769513105895,0.015273332595825195,0.00023271640056992348,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 130, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9467213114754098,0.9467213114754098,0.9549180327868853,0.9494535519125683,0.0038639714818937067,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,130,
421,0.21498616536458334,0.001622305380795303,0.016388734181722004,5.050961355592685e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 140, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9467213114754098,0.9426229508196722,0.9549180327868853,0.9480874316939891,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,140,
422,0.23378976186116537,0.0042579747771201845,0.017572402954101562,0.0001170127684820787,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 150, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9467213114754098,0.9508196721311475,0.9672131147540983,0.9549180327868853,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,150,
423,0.2454547882080078,0.0017776361030619585,0.018904447555541992,4.3665111421239066e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 160, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9467213114754098,0.9467213114754098,0.9631147540983607,0.9521857923497268,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,160,
424,0.26206421852111816,0.001249630174431786,0.02053038279215495,0.0006430130464936053,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 170, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,170,
425,0.27744444211324054,0.0018639673520488324,0.021016359329223633,0.0003759996804409268,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 180, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9508196721311475,0.9631147540983607,0.9549180327868853,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,180,
426,0.2931724389394124,0.0002987003475444011,0.02272772789001465,0.0014887554059475944,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 190, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,190,
427,0.30595850944519043,0.0009716829263443558,0.023440122604370117,0.00010153739439849264,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 200, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,200,
428,0.32443030675252277,0.0021763146560041277,0.024064302444458008,0.00014352336402966655,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 210, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9467213114754098,0.9631147540983607,0.953551912568306,0.006965873652449175,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,210,
429,0.33519546190897626,0.0014317927626996238,0.02509784698486328,0.0007539397400035861,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 220, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9508196721311475,0.9631147540983607,0.9549180327868853,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,220,
430,0.3517735004425049,0.0012957103888325962,0.02726602554321289,0.0008613448112682098,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 230, 'random_state': 42}",0.8770491803278688,0.8688524590163934,0.9180327868852459,0.8879781420765028,0.02151368271587929,187,0.9508196721311475,0.9508196721311475,0.9672131147540983,0.9562841530054644,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,230,
431,0.36707115173339844,0.003863477654236573,0.02728724479675293,6.474487606045748e-05,42,"{'max_depth': 12, 'min_samples_leaf': 6, 'n_estimators': 240, 'random_state': 42}",0.8852459016393442,0.8688524590163934,0.9180327868852459,0.8907103825136612,0.020446215228272925,172,0.9508196721311475,0.9508196721311475,0.9672131147540983,0.9562841530054644,0.007727942963787413,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,6,240,
432,0.01608435312906901,0.00013418954118330178,0.002470890680948893,3.783041687218282e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 10, 'random_state': 42}",0.8524590163934426,0.8770491803278688,0.8688524590163934,0.8661202185792348,0.010223107614136463,388,0.9221311475409836,0.930327868852459,0.9139344262295082,0.9221311475409836,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,10,
433,0.031221389770507812,0.00024882684584567324,0.004207213719685872,0.0009005320295583138,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 20, 'random_state': 42}",0.8524590163934426,0.8688524590163934,0.8934426229508197,0.8715846994535519,0.016842661210297767,244,0.8975409836065574,0.9221311475409836,0.9016393442622951,0.907103825136612,0.010756841357939603,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,20,
434,0.04669046401977539,0.0002599810759255512,0.005359570185343425,0.0005900523575386652,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 30, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.8934426229508197,0.9221311475409836,0.8975409836065574,0.9043715846994536,0.012668877726087005,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,30,
435,0.061169703801472984,0.0007585968748613388,0.005694866180419922,6.455906719983e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 40, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9221311475409836,0.8934426229508197,0.9043715846994536,0.012668877726087005,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,40,
436,0.07585024833679199,0.0002057172435197361,0.006739139556884766,9.548597121271734e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 50, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8975409836065574,0.9057377049180327,0.008853470899464283,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,50,
437,0.0914610226949056,0.001052108464064768,0.007900555928548178,0.00012259141351015176,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 60, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8852459016393442,0.9002732240437159,0.01352390018662797,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,60,
438,0.10835536321004231,0.00016289257201456425,0.008941729863484701,0.0001716419859518665,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 70, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8934426229508197,0.9180327868852459,0.8975409836065574,0.9030054644808744,0.010756841357939634,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,70,
439,0.12109192212422688,9.00650880516888e-05,0.010159174601236979,8.41682495817493e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 80, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8975409836065574,0.9043715846994536,0.00965992870473424,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,80,
440,0.138628880182902,0.0009666992346739925,0.01143972078959147,0.00038428609684337844,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 90, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.8975409836065574,0.9180327868852459,0.8811475409836066,0.8989071038251367,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,90,
441,0.15200177828470865,0.001302374334269549,0.012205998102823893,6.980124386342272e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 100, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8852459016393442,0.9016393442622951,0.013385189851274211,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,100,
442,0.16745821634928384,0.0017325224241506794,0.01328277587890625,0.00011087053549889624,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 110, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,110,
443,0.18125295639038086,0.001974795400734954,0.014669974644978842,0.0005485282293462881,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 120, 'random_state': 42}",0.8360655737704918,0.8688524590163934,0.8934426229508197,0.866120218579235,0.023503620948203876,338,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,120,
444,0.19588629404703775,0.0011607824115563875,0.015440146128336588,0.0004911600318545675,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 130, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,130,
445,0.21249628067016602,0.0025426204560299666,0.016529560089111328,0.00013835017436260124,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 140, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8729508196721312,0.8975409836065573,0.018631395760909636,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,140,
446,0.22738107045491537,0.001590357573121581,0.01751550038655599,0.00017698693285941525,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 150, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8729508196721312,0.8975409836065573,0.018631395760909636,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,150,
447,0.2440799872080485,0.001733772621470541,0.018938779830932617,0.00033459921957220817,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 160, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,160,
448,0.25698479016621906,0.001967429212666651,0.01990509033203125,0.0003627643472434704,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 170, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8729508196721312,0.8975409836065573,0.018631395760909636,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,170,
449,0.2694343725840251,0.0006378952043502589,0.020672003428141277,7.902519984390753e-05,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 180, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,180,
450,0.28886810938517254,0.0038948451838919287,0.021824042002360027,0.00021822723429616944,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 190, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8770491803278688,0.8989071038251367,0.016842661210297767,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,190,
451,0.3020936648050944,0.0019195961756570056,0.02303036053975423,0.0003572091901401481,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 200, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8811475409836066,0.9002732240437159,0.015089291007086416,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,200,
452,0.31737589836120605,0.0006877960173776586,0.0239562193552653,0.000647494686044912,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 210, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9016393442622951,0.9180327868852459,0.8852459016393442,0.9016393442622951,0.013385189851274211,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,210,
453,0.33173274993896484,0.0010591167829735583,0.024804353713989258,0.00011757348195526259,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 220, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9098360655737705,0.9180327868852459,0.8852459016393442,0.9043715846994536,0.013931747304898334,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,220,
454,0.3461710611979167,0.0021768091914307654,0.02657914161682129,0.000786176579162075,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 230, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9057377049180327,0.9180327868852459,0.8852459016393442,0.9030054644808744,0.013523900186627968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,230,
455,0.36051058769226074,0.0015988454558609041,0.027331988016764324,0.000635071207135921,42,"{'max_depth': 12, 'min_samples_leaf': 9, 'n_estimators': 240, 'random_state': 42}",0.8442622950819673,0.8688524590163934,0.8934426229508197,0.8688524590163934,0.020077784776911273,277,0.9057377049180327,0.9180327868852459,0.8852459016393442,0.9030054644808744,0.013523900186627968,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,9,240,
456,0.01591777801513672,0.00014168925501400047,0.002445062001546224,2.629266811191727e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 10, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8688524590163934,0.8497267759562841,0.021513682715879237,478,0.8811475409836066,0.8729508196721312,0.889344262295082,0.8811475409836066,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,10,
457,0.030787865320841473,0.00011996322216287518,0.003640254338582357,8.61419080424034e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 20, 'random_state': 42}",0.819672131147541,0.8688524590163934,0.8688524590163934,0.8524590163934426,0.023183828891362186,475,0.8811475409836066,0.9180327868852459,0.8770491803278688,0.8920765027322405,0.018429969348677664,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,20,
458,0.045537471771240234,0.0002888620574759806,0.004594564437866211,3.357274496946407e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 30, 'random_state': 42}",0.8524590163934426,0.860655737704918,0.8934426229508197,0.8688524590163934,0.0177069417989286,277,0.889344262295082,0.8729508196721312,0.8811475409836066,0.8811475409836066,0.006692594925637106,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,30,
459,0.0608518918355306,0.0004941998805143964,0.005827109018961589,0.00020967775070783923,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 40, 'random_state': 42}",0.8442622950819673,0.860655737704918,0.8934426229508197,0.866120218579235,0.020446215228272887,338,0.889344262295082,0.8770491803278688,0.8770491803278688,0.8811475409836066,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,40,
460,0.07466538747151692,0.0004527121350411184,0.00679477055867513,0.00012482547845459881,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 50, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,50,
461,0.09006635348002116,0.0012048560418757013,0.008258422215779623,0.00036033460835324936,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 60, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,60,
462,0.10544188817342122,0.002374932726142712,0.008794705073038736,8.588196259022448e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 70, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8811475409836066,0.8770491803278688,0.8770491803278688,0.878415300546448,0.0019319857409468796,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,70,
463,0.12076703707377116,0.0027605834464297456,0.010232051213582357,0.0004407024677169076,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 80, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,80,
464,0.1370216210683187,0.002183878354972949,0.011442104975382486,0.0003283775671820068,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 90, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.889344262295082,0.8770491803278688,0.8770491803278688,0.8811475409836066,0.005795957222840586,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,90,
465,0.15038132667541504,0.00046603048915409715,0.012147347132364908,7.007839079590855e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 100, 'random_state': 42}",0.8360655737704918,0.860655737704918,0.8934426229508197,0.8633879781420765,0.02350362094820388,403,0.8852459016393442,0.8770491803278688,0.8770491803278688,0.8797814207650273,0.0038639714818937063,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,100,
466,0.16526333491007486,0.002158053872367072,0.015504121780395508,0.003292124236149909,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 110, 'random_state': 42}",0.8278688524590164,0.8688524590163934,0.8934426229508197,0.8633879781420765,0.0270478003732559,403,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,110,
467,0.17948301633199057,0.001155627032558292,0.014408349990844727,7.499846653842114e-05,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 120, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,120,
468,0.19499421119689941,0.0008266922341676592,0.015352725982666016,0.00011571401203809047,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 130, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,130,
469,0.21084054311116537,0.0014227156851459154,0.01709771156311035,0.000552814937261281,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 140, 'random_state': 42}",0.8278688524590164,0.8688524590163934,0.8934426229508197,0.8633879781420765,0.0270478003732559,403,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,140,
470,0.2241827646891276,0.0018789789983849217,0.017529010772705078,0.00017015950303731094,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 150, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,150,
471,0.24019511540730795,0.00014289931787714064,0.02018133799235026,0.0013580332497379769,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 160, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,160,
472,0.2536640167236328,0.0016325796188499653,0.020797888437906902,0.0014493700066424997,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 170, 'random_state': 42}",0.8278688524590164,0.860655737704918,0.8934426229508197,0.860655737704918,0.026770379702548378,433,0.8934426229508197,0.8770491803278688,0.8647540983606558,0.8784153005464481,0.011751810474101941,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,170,
473,0.2677322228749593,0.00110092658229746,0.02087990442911784,0.00013429568296725178,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 180, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8647540983606558,0.8756830601092895,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,180,
474,0.2839839458465576,0.0010960005008842145,0.022096713383992512,0.0004207222786268524,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 190, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.889344262295082,0.8770491803278688,0.8647540983606558,0.8770491803278689,0.010038892388455659,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,190,
475,0.29958248138427734,0.004699494084155376,0.024306456247965496,0.001105614353490246,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 200, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8647540983606558,0.8756830601092895,0.008421330605148861,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,200,
476,0.3140217463175456,0.0035134132878769,0.02444911003112793,0.0011063937576224082,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 210, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8852459016393442,0.8770491803278688,0.8729508196721312,0.878415300546448,0.005111553807068212,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,210,
477,0.3285089333852132,0.002756407517554121,0.02509164810180664,0.000585503250926482,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 220, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,220,
478,0.37404322624206543,0.04536064818551941,0.026286840438842773,0.00025862038906023855,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 230, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8729508196721312,0.8770491803278689,0.003346297462818553,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,230,
479,0.36121296882629395,0.004269919360597243,0.030651092529296875,0.004588617951109775,42,"{'max_depth': 12, 'min_samples_leaf': 12, 'n_estimators': 240, 'random_state': 42}",0.819672131147541,0.860655737704918,0.8934426229508197,0.8579234972677595,0.030178582014172832,446,0.8811475409836066,0.8770491803278688,0.8688524590163934,0.8756830601092895,0.005111553807068251,RandomForestClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",12,12,240,
0,0.059018452962239586,0.0008520697616713799,0.005889892578125,2.5631937796296618e-05,42,"{'n_estimators': 30, 'random_state': 42}",0.8524590163934426,0.8524590163934426,0.6721311475409836,0.7923497267759562,0.08500737260166144,14,0.8934426229508197,0.9098360655737705,0.6680327868852459,0.8237704918032787,0.11032636671896155,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,
1,0.0783371130625407,0.0011136842985013827,0.007360696792602539,0.0001354700156967855,42,"{'n_estimators': 40, 'random_state': 42}",0.8524590163934426,0.8524590163934426,0.6721311475409836,0.7923497267759562,0.08500737260166144,14,0.9016393442622951,0.9098360655737705,0.6680327868852459,0.8265027322404372,0.1121051269886811,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,
2,0.0962051550547282,0.0006952710462842299,0.009260257085164389,0.00041474117768525815,42,"{'n_estimators': 50, 'random_state': 42}",0.860655737704918,0.8524590163934426,0.6967213114754098,0.8032786885245903,0.07542171443629649,3,0.8811475409836066,0.9098360655737705,0.6967213114754098,0.8292349726775955,0.09443043529390961,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,
3,0.11841487884521484,0.00038331716932962025,0.010836124420166016,0.00024551951226861645,42,"{'n_estimators': 60, 'random_state': 42}",0.860655737704918,0.8524590163934426,0.6721311475409836,0.7950819672131147,0.08700373403328228,9,0.9057377049180327,0.9098360655737705,0.6680327868852459,0.8278688524590164,0.11303354969091586,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,
4,0.13326533635457358,0.0007009427923657569,0.012053966522216797,0.0001175871795144064,42,"{'n_estimators': 70, 'random_state': 42}",0.860655737704918,0.8524590163934426,0.6721311475409836,0.7950819672131147,0.08700373403328228,9,0.9139344262295082,0.9098360655737705,0.6680327868852459,0.8306010928961749,0.1149653273222363,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,
5,0.1532291571299235,0.001295025467819771,0.014000256856282553,0.0002477444257226174,42,"{'n_estimators': 80, 'random_state': 42}",0.8688524590163934,0.8524590163934426,0.6967213114754098,0.8060109289617486,0.07756868615616605,1,0.9139344262295082,0.9098360655737705,0.6967213114754098,0.8401639344262296,0.10144305035921843,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,
6,0.17147469520568848,0.0015039842084680212,0.015206098556518555,6.829710945927915e-05,42,"{'n_estimators': 90, 'random_state': 42}",0.8770491803278688,0.8524590163934426,0.6721311475409836,0.8005464480874317,0.0913565764879808,5,0.9221311475409836,0.9098360655737705,0.6680327868852459,0.8333333333333334,0.11699286374867016,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,
7,0.1919851303100586,0.0013774250532914889,0.016893307367960613,8.426724338192239e-05,42,"{'n_estimators': 100, 'random_state': 42}",0.8770491803278688,0.8524590163934426,0.6721311475409836,0.8005464480874317,0.0913565764879808,5,0.9180327868852459,0.9098360655737705,0.6680327868852459,0.8319672131147541,0.1159674340420995,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,
8,0.21280288696289062,0.0031055534878641636,0.01885366439819336,0.0003360342761017941,42,"{'n_estimators': 110, 'random_state': 42}",0.860655737704918,0.8524590163934426,0.6967213114754098,0.8032786885245903,0.07542171443629649,3,0.9180327868852459,0.9098360655737705,0.6967213114754098,0.8415300546448087,0.10244990852050642,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,
9,0.23389236132303873,0.003910848561918924,0.0208586851755778,0.0004751972503420784,42,"{'n_estimators': 120, 'random_state': 42}",0.8688524590163934,0.8524590163934426,0.6721311475409836,0.7978142076502732,0.08912298595792398,7,0.9180327868852459,0.9098360655737705,0.6680327868852459,0.8319672131147541,0.1159674340420995,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,
10,0.2465953826904297,0.0022044734413619333,0.021469513575236004,7.583068563470988e-05,42,"{'n_estimators': 130, 'random_state': 42}",0.8688524590163934,0.8524590163934426,0.6721311475409836,0.7978142076502732,0.08912298595792398,7,0.9098360655737705,0.9098360655737705,0.6680327868852459,0.8292349726775957,0.1139871587158642,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,
11,0.26764122645060223,0.004302803046177266,0.023190418879191082,0.00017861751081844126,42,"{'n_estimators': 140, 'random_state': 42}",0.8688524590163934,0.8524590163934426,0.6967213114754098,0.8060109289617486,0.07756868615616605,1,0.9180327868852459,0.9098360655737705,0.6967213114754098,0.8415300546448087,0.10244990852050642,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,
12,0.28800304730733234,0.002857427830616978,0.02572472890218099,0.0008075383414997277,42,"{'n_estimators': 150, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6721311475409836,0.7868852459016393,0.0814189312882587,16,0.860655737704918,0.9098360655737705,0.6680327868852459,0.8128415300546448,0.10434511723458093,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,
13,0.3056362469991048,0.004595470180143309,0.027051369349161785,0.0012642638689547758,42,"{'n_estimators': 160, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6721311475409836,0.7868852459016393,0.0814189312882587,16,0.8524590163934426,0.9098360655737705,0.6680327868852459,0.8101092896174863,0.10315790780684624,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,
14,0.3219674428304036,0.003018434969554599,0.027711947758992512,0.000255243789065709,42,"{'n_estimators': 170, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6967213114754098,0.7950819672131146,0.06987274236363072,11,0.860655737704918,0.9098360655737705,0.6967213114754098,0.8224043715846995,0.09111110382804953,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,
15,0.3422950903574626,0.007007101695182011,0.029596805572509766,0.00023538962193992943,42,"{'n_estimators': 180, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6721311475409836,0.7868852459016393,0.0814189312882587,16,0.860655737704918,0.9098360655737705,0.6680327868852459,0.8128415300546448,0.10434511723458093,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,
16,0.35828908284505206,0.009219598528193752,0.03136293093363444,0.0009572816084697527,42,"{'n_estimators': 190, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6721311475409836,0.7868852459016393,0.0814189312882587,16,0.8524590163934426,0.9098360655737705,0.6680327868852459,0.8101092896174863,0.10315790780684624,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,
17,0.37918949127197266,0.003966412898262438,0.03268893559773763,0.0005371437895591534,42,"{'n_estimators': 200, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6967213114754098,0.7950819672131146,0.06987274236363072,11,0.860655737704918,0.9098360655737705,0.6967213114754098,0.8224043715846995,0.09111110382804953,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,
18,0.3975791931152344,0.005323078364896139,0.03428785006205241,0.0006348480265753654,42,"{'n_estimators': 210, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6721311475409836,0.7868852459016393,0.0814189312882587,16,0.860655737704918,0.9098360655737705,0.6680327868852459,0.8128415300546448,0.10434511723458093,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,
19,0.4127926031748454,0.009757489974907541,0.0365290641784668,0.0013868715091826511,42,"{'n_estimators': 220, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6721311475409836,0.7868852459016393,0.0814189312882587,16,0.8524590163934426,0.9098360655737705,0.6680327868852459,0.8101092896174863,0.10315790780684624,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,
20,0.43967493375142414,0.0033218254796761495,0.03718892733256022,0.0001905375029127239,42,"{'n_estimators': 230, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6967213114754098,0.7950819672131146,0.06987274236363072,11,0.860655737704918,0.9098360655737705,0.6967213114754098,0.8224043715846995,0.09111110382804953,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,
21,0.4518023331960042,0.0064892208778857185,0.04126858711242676,0.002796878673904287,42,"{'n_estimators': 240, 'random_state': 42}",0.8360655737704918,0.8524590163934426,0.6721311475409836,0.7868852459016393,0.0814189312882587,16,0.860655737704918,0.9098360655737705,0.6680327868852459,0.8128415300546448,0.10434511723458093,AdaBoostClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,
0,0.1659712791442871,0.000971868197576095,0.0015885035196940105,2.4894928798933346e-05,42,"{'learning_rate': 0.05, 'n_estimators': 30, 'random_state': 42}",0.9098360655737705,0.9180327868852459,0.9426229508196722,0.9234972677595629,0.013931747304898334,66,0.9877049180327869,1.0,0.9959016393442623,0.9945355191256832,0.005111553807068212,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.05
1,0.22353076934814453,0.0008443425589663302,0.0018088817596435547,0.0001587951264652185,42,"{'learning_rate': 0.05, 'n_estimators': 40, 'random_state': 42}",0.9098360655737705,0.9180327868852459,0.9508196721311475,0.9262295081967213,0.01770694179892855,64,0.9959016393442623,1.0,0.9959016393442623,0.9972677595628415,0.0019319857409468271,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.05
2,0.2824249267578125,0.0031522229900711337,0.002102057139078776,0.0003862878554152658,42,"{'learning_rate': 0.05, 'n_estimators': 50, 'random_state': 42}",0.9180327868852459,0.9180327868852459,0.9508196721311475,0.9289617486338798,0.015455885927574773,62,0.9959016393442623,1.0,0.9959016393442623,0.9972677595628415,0.0019319857409468271,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.05
3,0.3342498143513997,0.0020289067730863077,0.0018483797709147136,8.371476543594165e-06,42,"{'learning_rate': 0.05, 'n_estimators': 60, 'random_state': 42}",0.9180327868852459,0.9098360655737705,0.9590163934426229,0.9289617486338798,0.021513682715879237,62,0.9959016393442623,1.0,1.0,0.9986338797814208,0.0019319857409468271,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.05
4,0.3889731566111247,0.0005785614252081926,0.0019499460856119792,5.8832679673210585e-05,42,"{'learning_rate': 0.05, 'n_estimators': 70, 'random_state': 42}",0.9262295081967213,0.9098360655737705,0.9590163934426229,0.9316939890710382,0.020446215228272877,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.05
5,0.4462900161743164,0.0008299267064437745,0.002024412155151367,6.190808245512955e-05,42,"{'learning_rate': 0.05, 'n_estimators': 80, 'random_state': 42}",0.9344262295081968,0.9098360655737705,0.9590163934426229,0.9344262295081968,0.020077784776911273,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.05
6,0.5053417682647705,0.002565140894366193,0.002132256825764974,1.3529539556195538e-05,42,"{'learning_rate': 0.05, 'n_estimators': 90, 'random_state': 42}",0.9344262295081968,0.9016393442622951,0.9590163934426229,0.9316939890710382,0.023503620948203883,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.05
7,0.5579542318979899,0.00016918832986710558,0.0021289984385172525,3.692401773156669e-05,42,"{'learning_rate': 0.05, 'n_estimators': 100, 'random_state': 42}",0.9344262295081968,0.8934426229508197,0.9672131147540983,0.9316939890710382,0.030178582014172835,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.05
8,0.6125398476918539,0.0028732704853677554,0.002259333928426107,6.739907642042318e-05,42,"{'learning_rate': 0.05, 'n_estimators': 110, 'random_state': 42}",0.9344262295081968,0.8770491803278688,0.9672131147540983,0.9262295081967213,0.03726279152181928,64,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.05
9,0.6707813739776611,0.0078073045799520666,0.0023179848988850913,5.790032813567161e-05,42,"{'learning_rate': 0.05, 'n_estimators': 120, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.05
10,0.7268654505411783,0.004356857454127376,0.0023986498514811196,0.0001314125970196913,42,"{'learning_rate': 0.05, 'n_estimators': 130, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.05
11,0.784383217493693,0.003877504210490522,0.0024662017822265625,1.871547880820309e-05,42,"{'learning_rate': 0.05, 'n_estimators': 140, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.05
12,0.8381354014078776,0.0024238685539433066,0.0024698575337727866,2.111975359385927e-05,42,"{'learning_rate': 0.05, 'n_estimators': 150, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9672131147540983,0.9371584699453552,0.027047800373255906,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.05
13,0.8924791812896729,0.0027711702590003467,0.002568801244099935,4.198258654110827e-05,42,"{'learning_rate': 0.05, 'n_estimators': 160, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.05
14,0.9558096726735433,0.006700340189419437,0.002550363540649414,0.00010006160106113422,42,"{'learning_rate': 0.05, 'n_estimators': 170, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9672131147540983,0.9371584699453552,0.027047800373255906,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.05
15,1.0085664590199788,0.006395388763147204,0.002720514933268229,0.0001563585243208014,42,"{'learning_rate': 0.05, 'n_estimators': 180, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9672131147540983,0.9371584699453552,0.027047800373255906,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.05
16,1.0605038007100422,0.006688364101861576,0.0027136007944742837,3.864849411144756e-05,42,"{'learning_rate': 0.05, 'n_estimators': 190, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9672131147540983,0.9371584699453552,0.027047800373255906,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.05
17,1.1151429812113445,0.003335914279283723,0.0027489662170410156,6.626349630148434e-05,42,"{'learning_rate': 0.05, 'n_estimators': 200, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.05
18,1.1718719005584717,0.0029611198667941043,0.0027976036071777344,5.996626195409623e-05,42,"{'learning_rate': 0.05, 'n_estimators': 210, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.05
19,1.2273576259613037,0.0029074523324001773,0.002883354822794596,5.0043423032554335e-05,42,"{'learning_rate': 0.05, 'n_estimators': 220, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.05
20,1.2851595083872478,0.0047414806979908805,0.0029395421346028647,9.989564596204242e-05,42,"{'learning_rate': 0.05, 'n_estimators': 230, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.05
21,1.3395667870839436,0.005419038223165248,0.003009955088297526,0.00010816626994373373,42,"{'learning_rate': 0.05, 'n_estimators': 240, 'random_state': 42}",0.9344262295081968,0.9016393442622951,0.9590163934426229,0.9316939890710382,0.023503620948203883,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.05
22,0.16762375831604004,0.0007959628455059726,0.0016064643859863281,2.5962458682710723e-05,42,"{'learning_rate': 0.1, 'n_estimators': 30, 'random_state': 42}",0.9262295081967213,0.9098360655737705,0.9590163934426229,0.9316939890710382,0.020446215228272877,57,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.1
23,0.2220741113026937,0.0006260661953475351,0.0016926924387613933,3.3529447870302684e-05,42,"{'learning_rate': 0.1, 'n_estimators': 40, 'random_state': 42}",0.9344262295081968,0.9016393442622951,0.9672131147540983,0.9344262295081966,0.026770379702548378,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.1
24,0.2773400942484538,0.0009914277885071227,0.001770337422688802,2.306986378066235e-05,42,"{'learning_rate': 0.1, 'n_estimators': 50, 'random_state': 42}",0.9344262295081968,0.9016393442622951,0.9672131147540983,0.9344262295081966,0.026770379702548378,55,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.1
25,0.33355283737182617,0.001692821687763495,0.0019062360127766926,5.3256660234657364e-05,42,"{'learning_rate': 0.1, 'n_estimators': 60, 'random_state': 42}",0.9426229508196722,0.8934426229508197,0.9754098360655737,0.9371584699453552,0.0336853224205955,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.1
26,0.38852278391520184,0.002676994173370472,0.0019344488779703777,2.2489274716667808e-05,42,"{'learning_rate': 0.1, 'n_estimators': 70, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9672131147540983,0.9371584699453552,0.027047800373255906,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.1
27,0.4476346969604492,0.00221242345210992,0.0021532376607259116,0.0001503623565203189,42,"{'learning_rate': 0.1, 'n_estimators': 80, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9672131147540983,0.9371584699453552,0.027047800373255906,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.1
28,0.5015377203623453,0.0023836863815930582,0.0021149317423502603,2.9426644035360767e-05,42,"{'learning_rate': 0.1, 'n_estimators': 90, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9672131147540983,0.9371584699453552,0.027047800373255906,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.1
29,0.558952252070109,0.002778193267073574,0.0021535555521647134,2.3243332048653812e-05,42,"{'learning_rate': 0.1, 'n_estimators': 100, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9672131147540983,0.9371584699453552,0.027047800373255906,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.1
30,0.6168920199076334,0.005770715552853977,0.002229452133178711,5.286552309124054e-05,42,"{'learning_rate': 0.1, 'n_estimators': 110, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.1
31,0.6733957926432291,0.0036712932021415626,0.002293268839518229,3.477334953492352e-05,42,"{'learning_rate': 0.1, 'n_estimators': 120, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.1
32,0.729367733001709,0.005806115516497287,0.002384026845296224,4.7068736271165845e-05,42,"{'learning_rate': 0.1, 'n_estimators': 130, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.1
33,0.7844833532969157,0.002105800265166252,0.0024315516153971353,3.8032226705821194e-05,42,"{'learning_rate': 0.1, 'n_estimators': 140, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.1
34,0.843332052230835,0.002121830413065973,0.0024638970692952475,3.8975584120152596e-05,42,"{'learning_rate': 0.1, 'n_estimators': 150, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.1
35,0.8925380706787109,0.0012044402742707279,0.002515077590942383,7.179870378538551e-05,42,"{'learning_rate': 0.1, 'n_estimators': 160, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.1
36,0.9491754372914633,0.003523185522470797,0.0026237169901529946,4.076764050718612e-05,42,"{'learning_rate': 0.1, 'n_estimators': 170, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.1
37,1.0028902689615886,0.0035953962638567553,0.0026783148447672525,2.9282055289328415e-05,42,"{'learning_rate': 0.1, 'n_estimators': 180, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.1
38,1.0693786144256592,0.008299892563189052,0.0026944478352864585,1.326363696120984e-05,42,"{'learning_rate': 0.1, 'n_estimators': 190, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.1
39,1.116220235824585,0.0027915045860785804,0.002819617589314779,5.959966426809951e-05,42,"{'learning_rate': 0.1, 'n_estimators': 200, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.1
40,1.1735226313273113,0.00821648233404664,0.0028568108876546225,7.587290189754957e-05,42,"{'learning_rate': 0.1, 'n_estimators': 210, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.1
41,1.2323052088419597,0.004684333967547467,0.0029458204905192056,9.049659366633828e-05,42,"{'learning_rate': 0.1, 'n_estimators': 220, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.1
42,1.2883483568827312,0.0020470024982380754,0.002978801727294922,5.101303373707904e-05,42,"{'learning_rate': 0.1, 'n_estimators': 230, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.1
43,1.3374536832173665,0.0036391771245911308,0.003038485844930013,5.2405948768479624e-05,42,"{'learning_rate': 0.1, 'n_estimators': 240, 'random_state': 42}",0.9426229508196722,0.9016393442622951,0.9590163934426229,0.9344262295081968,0.024130494170294652,32,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.1
44,0.1702112356821696,0.00014145722542906818,0.0025915304819742837,0.0013558600869239444,42,"{'learning_rate': 0.5, 'n_estimators': 30, 'random_state': 42}",0.9426229508196722,0.9262295081967213,0.9508196721311475,0.9398907103825137,0.010223107614136424,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,30,0.5
45,0.22693570454915366,0.0013454242483602814,0.0017746289571126301,9.124121161904655e-05,42,"{'learning_rate': 0.5, 'n_estimators': 40, 'random_state': 42}",0.9426229508196722,0.9262295081967213,0.9590163934426229,0.9426229508196721,0.013385189851274164,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,40,0.5
46,0.2823467254638672,0.002826052271652581,0.0018188953399658203,9.285069660781163e-06,42,"{'learning_rate': 0.5, 'n_estimators': 50, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9672131147540983,0.9398907103825137,0.020446215228272877,5,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,50,0.5
47,0.33137083053588867,0.004301825071040468,0.0018831888834635417,3.9414532519416833e-05,42,"{'learning_rate': 0.5, 'n_estimators': 60, 'random_state': 42}",0.9426229508196722,0.9262295081967213,0.9590163934426229,0.9426229508196721,0.013385189851274164,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,60,0.5
48,0.38223830858866376,0.0053845730772017035,0.0019567012786865234,5.012047747088411e-05,42,"{'learning_rate': 0.5, 'n_estimators': 70, 'random_state': 42}",0.9426229508196722,0.9262295081967213,0.9590163934426229,0.9426229508196721,0.013385189851274164,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,70,0.5
49,0.42399795850118,0.008038016639357689,0.002030531565348307,1.1122226005255251e-05,42,"{'learning_rate': 0.5, 'n_estimators': 80, 'random_state': 42}",0.9426229508196722,0.9262295081967213,0.9590163934426229,0.9426229508196721,0.013385189851274164,1,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,80,0.5
50,0.45929821332295734,0.0007456759582093793,0.0020704269409179688,5.086796951084793e-05,42,"{'learning_rate': 0.5, 'n_estimators': 90, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,90,0.5
51,0.47909824053446454,0.0076182051013723795,0.002132892608642578,2.053816115332065e-05,42,"{'learning_rate': 0.5, 'n_estimators': 100, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,100,0.5
52,0.488580862681071,0.00242139046197115,0.0021306673685709634,3.731959519054035e-05,42,"{'learning_rate': 0.5, 'n_estimators': 110, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,110,0.5
53,0.5059328079223633,0.006462088867060754,0.0022532145182291665,0.00013875009963671745,42,"{'learning_rate': 0.5, 'n_estimators': 120, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,120,0.5
54,0.5180195967356364,0.0014055147701746208,0.002252658208211263,0.00014809220979219412,42,"{'learning_rate': 0.5, 'n_estimators': 130, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,130,0.5
55,0.5351173082987467,0.01215865805848589,0.0021474361419677734,2.1213448548379166e-05,42,"{'learning_rate': 0.5, 'n_estimators': 140, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,140,0.5
56,0.5490549405415853,0.0061773342257284885,0.0022542476654052734,9.526147519447412e-05,42,"{'learning_rate': 0.5, 'n_estimators': 150, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,150,0.5
57,0.5627463658650717,0.0035527035558302732,0.0022477308909098306,7.491159138784946e-05,42,"{'learning_rate': 0.5, 'n_estimators': 160, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,160,0.5
58,0.5787707169850668,0.011046045935826195,0.002277533213297526,9.320374235521479e-06,42,"{'learning_rate': 0.5, 'n_estimators': 170, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,170,0.5
59,0.5946729977925619,0.00842000926757473,0.0023605823516845703,5.563520234007684e-05,42,"{'learning_rate': 0.5, 'n_estimators': 180, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,180,0.5
60,0.612321933110555,0.001542887543260749,0.002345561981201172,3.307121519531026e-05,42,"{'learning_rate': 0.5, 'n_estimators': 190, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,190,0.5
61,0.6252834796905518,0.004602204823048948,0.002327998479207357,1.0910671425965953e-05,42,"{'learning_rate': 0.5, 'n_estimators': 200, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,200,0.5
62,0.6348099708557129,0.005635006501211179,0.002375523249308268,1.0183075560604063e-05,42,"{'learning_rate': 0.5, 'n_estimators': 210, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,210,0.5
63,0.6527338822682699,0.006720495740157105,0.002596616744995117,0.00022193333591678343,42,"{'learning_rate': 0.5, 'n_estimators': 220, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,220,0.5
64,0.6625255743662516,0.005232658986889156,0.0024388631184895835,9.533888336554768e-05,42,"{'learning_rate': 0.5, 'n_estimators': 230, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,230,0.5
65,0.6829190254211426,0.002439535491851379,0.0023946762084960938,3.434606999078733e-05,42,"{'learning_rate': 0.5, 'n_estimators': 240, 'random_state': 42}",0.9344262295081968,0.9180327868852459,0.9590163934426229,0.9371584699453552,0.016842661210297722,7,1.0,1.0,1.0,1.0,0.0,GradientBoostingClassifier,5-21,"[False, [68, 69, 36, 53, 21, 20, 52, 5, 14, 4, 26, 15, 6, 58, 22, 47, 37, 19, 25, 38], True]",,,240,0.5