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October 12, 2019 19:02
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mean_fit_time | std_fit_time | mean_score_time | std_score_time | param_n_estimators | param_min_samples_split | param_min_samples_leaf | param_max_features | param_max_depth | param_bootstrap | params | split0_test_score | split1_test_score | split2_test_score | split3_test_score | split4_test_score | mean_test_score | std_test_score | rank_test_score | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 879.4318630218506 | 6.616491437189391 | 17.00982060432434 | 0.9989063711188361 | 132 | 2 | 2 | auto | 100 | False | {'n_estimators': 132, 'min_samples_split': 2, 'min_samples_leaf': 2, 'max_features': 'auto', 'max_depth': 100, 'bootstrap': False} | 0.6791905913631077 | 0.6757136258660508 | 0.666722135936691 | 0.6767084250846579 | 0.6769361796671048 | 0.6750547288702187 | 0.004318869299143393 | 15 | |
1 | 448.5101426124573 | 5.3167800779414565 | 5.312238168716431 | 0.3358513032639484 | 40 | 10 | 1 | auto | 110 | False | {'n_estimators': 40, 'min_samples_split': 10, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 110, 'bootstrap': False} | 0.7692151468714805 | 0.7740230946882217 | 0.7709119147992013 | 0.7739123998445625 | 0.7742867193719798 | 0.7724684199627252 | 0.002040865591995547 | 1 | |
2 | 3.0154324531555177 | 0.07554000454572447 | 0.45333104133605956 | 0.010494462662096355 | 1 | 5 | 4 | auto | 30 | True | {'n_estimators': 1, 'min_samples_split': 5, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 30, 'bootstrap': True} | 0.197311818030759 | 0.16973672055427252 | 0.15259596183714222 | 0.21239429322181308 | 0.23276739923348946 | 0.19294515279708901 | 0.02880198015419182 | 50 | |
3 | 390.85228872299194 | 2.21175279743649 | 14.61255316734314 | 0.8413837169742931 | 132 | 10 | 4 | sqrt | 40 | False | {'n_estimators': 132, 'min_samples_split': 10, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'max_depth': 40, 'bootstrap': False} | 0.5456677067370714 | 0.5562309468822171 | 0.5443384365061755 | 0.549157121444829 | 0.5517394604802726 | 0.5494260864420317 | 0.004284550502350101 | 38 | |
4 | 360.79135980606077 | 1.3560793961854767 | 8.508233642578125 | 0.5858725742314187 | 79 | 2 | 1 | sqrt | 40 | False | {'n_estimators': 79, 'min_samples_split': 2, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': 40, 'bootstrap': False} | 0.6012222365821687 | 0.6167020785219399 | 0.6103283780785445 | 0.6093151496086305 | 0.6099683397826369 | 0.6095058130935124 | 0.00492885677349737 | 28 | |
5 | 427.34636268615725 | 1.7496698921138096 | 15.033318042755127 | 1.1714510712976893 | 145 | 5 | 4 | auto | 40 | False | {'n_estimators': 145, 'min_samples_split': 5, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 40, 'bootstrap': False} | 0.5517604268596643 | 0.546919168591224 | 0.5457991272834849 | 0.5414777668807017 | 0.5440558404769399 | 0.546005532053368 | 0.0034154009996999043 | 39 | |
6 | 670.0938019275666 | 7.613544124529908 | 18.653939294815064 | 0.8898659542691062 | 158 | 10 | 4 | auto | 110 | True | {'n_estimators': 158, 'min_samples_split': 10, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 110, 'bootstrap': True} | 0.6613555379133357 | 0.6636859122401848 | 0.6551290585015901 | 0.6588146037268 | 0.6638462535409454 | 0.66056636984883 | 0.0032782781896287094 | 18 | |
7 | 1104.3939945220948 | 13.991874910691298 | 19.904992723464964 | 1.4154491473582145 | 158 | 5 | 1 | sqrt | 90 | True | {'n_estimators': 158, 'min_samples_split': 5, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': 90, 'bootstrap': True} | 0.7504754167974448 | 0.7505034642032332 | 0.7508875083203905 | 0.7488573490497955 | 0.7494399289033715 | 0.7500332810697276 | 0.0007589438969067938 | 5 | |
8 | 664.7164654254914 | 3.8539343270116726 | 17.543008756637573 | 0.36014522153150147 | 184 | 5 | 4 | sqrt | 50 | False | {'n_estimators': 184, 'min_samples_split': 5, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'max_depth': 50, 'bootstrap': False} | 0.5763159352325388 | 0.5789376443418014 | 0.578599955624584 | 0.5771913917211007 | 0.5762529855029531 | 0.5774598408425288 | 0.001124482091744225 | 32 | |
9 | 316.65537824630735 | 2.751625293440131 | 6.702609395980835 | 0.08410614034132714 | 66 | 5 | 4 | auto | 70 | False | {'n_estimators': 66, 'min_samples_split': 5, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 70, 'bootstrap': False} | 0.6112844561785721 | 0.6110854503464204 | 0.6094963390281783 | 0.6106474713643345 | 0.6167632519301623 | 0.6118539774576222 | 0.0025296972439460387 | 26 | |
10 | 82.88241925239564 | 0.5593354098024692 | 7.183239984512329 | 0.0413276565939999 | 79 | 10 | 2 | auto | 20 | True | {'n_estimators': 79, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'auto', 'max_depth': 20, 'bootstrap': True} | 0.45217214703764563 | 0.47277598152424943 | 0.46376007691738774 | 0.4675154049703003 | 0.45831404713854584 | 0.46290639884033963 | 0.007153841376097323 | 45 | |
11 | 559.6647389888764 | 3.8301299993069478 | 19.563569641113283 | 2.0798945182843096 | 184 | 10 | 2 | sqrt | 40 | False | {'n_estimators': 184, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 40, 'bootstrap': False} | 0.5612503000203091 | 0.5622909930715936 | 0.5571888173951631 | 0.552654466053552 | 0.5591268445316695 | 0.5585044226843772 | 0.003412080502961461 | 34 | |
12 | 125.46350660324097 | 0.7984132274922393 | 7.510813856124878 | 0.3258181805980443 | 79 | 10 | 2 | auto | 20 | False | {'n_estimators': 79, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'auto', 'max_depth': 20, 'bootstrap': False} | 0.4669423776378709 | 0.45356120092378754 | 0.4647030545078027 | 0.46015062637626986 | 0.47440336227805446 | 0.4639492056918025 | 0.006943902989996076 | 43 | |
13 | 847.8277575492859 | 5.228422710139045 | 24.580756092071532 | 1.9882654244681577 | 236 | 10 | 4 | auto | 50 | False | {'n_estimators': 236, 'min_samples_split': 10, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 50, 'bootstrap': False} | 0.5793253697173347 | 0.5733394919168591 | 0.5724613564085497 | 0.5781906330378787 | 0.5786784173594268 | 0.576398544507884 | 0.0028929009238104907 | 33 | |
14 | 717.0263851642609 | 4.446561860010003 | 16.40360107421875 | 1.212710136639372 | 145 | 10 | 2 | auto | 70 | False | {'n_estimators': 145, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'auto', 'max_depth': 70, 'bootstrap': False} | 0.6322766464191423 | 0.6353071593533487 | 0.6307410694475261 | 0.6316315390166726 | 0.6386847123734054 | 0.633727036061888 | 0.002913889154762602 | 24 | |
15 | 397.7642039299011 | 3.1463341004142626 | 6.432087182998657 | 0.11780531491343235 | 53 | 5 | 1 | sqrt | 100 | True | {'n_estimators': 53, 'min_samples_split': 5, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': 100, 'bootstrap': True} | 0.759928364381589 | 0.7603140877598152 | 0.7519229346941795 | 0.758479672840991 | 0.758308492714447 | 0.7577914682128805 | 0.0030371247836756066 | 2 | |
16 | 557.9800354957581 | 4.822078601321509 | 15.678636693954468 | 0.7146503728076428 | 145 | 10 | 2 | sqrt | 90 | True | {'n_estimators': 145, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 90, 'bootstrap': True} | 0.6565736757565127 | 0.6608036951501155 | 0.6583647659196805 | 0.6592957199163598 | 0.655829368091685 | 0.6581738307250836 | 0.001803807214023632 | 19 | |
17 | 1737.8857184886933 | 32.01916819682487 | 30.869146871566773 | 1.3421439925694216 | 250 | 5 | 1 | auto | 90 | True | {'n_estimators': 250, 'min_samples_split': 5, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 90, 'bootstrap': True} | 0.7521739933164706 | 0.7519445727482679 | 0.750092448783374 | 0.7504857423067671 | 0.7544944548332747 | 0.7518378546282874 | 0.0015521319514753796 | 4 | |
18 | 1021.1165223121643 | 6.314225702301999 | 15.920036363601685 | 0.46602825382453317 | 145 | 5 | 2 | sqrt | 110 | False | {'n_estimators': 145, 'min_samples_split': 5, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 110, 'bootstrap': False} | 0.6889943319240072 | 0.6913625866050809 | 0.688410620516234 | 0.6895505264521382 | 0.6873599822258429 | 0.689136319261604 | 0.001328854163120328 | 11 | |
19 | 71.22622418403625 | 0.2041237140328485 | 11.692681217193604 | 0.25823788293937483 | 132 | 2 | 4 | auto | 10 | True | {'n_estimators': 132, 'min_samples_split': 2, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 10, 'bootstrap': True} | 0.39386666174325646 | 0.3760739030023095 | 0.3825715553583315 | 0.3911844710497585 | 0.3841069411786488 | 0.385561192793539 | 0.00635297620423086 | 48 | |
20 | 159.85976614952088 | 1.9311689360747346 | 6.735688877105713 | 0.4341003706944374 | 66 | 2 | 2 | sqrt | 50 | True | {'n_estimators': 66, 'min_samples_split': 2, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 50, 'bootstrap': True} | 0.5831102413086424 | 0.5852933025404157 | 0.57896975075808 | 0.5716585555411632 | 0.5778082242506156 | 0.579371653403544 | 0.004714561259145758 | 31 | |
21 | 1399.8100587368012 | 6.037500959464206 | 23.990938425064087 | 1.564957952168629 | 210 | 5 | 2 | sqrt | 100 | False | {'n_estimators': 210, 'min_samples_split': 5, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 100, 'bootstrap': False} | 0.6786920960803501 | 0.6739214780600462 | 0.6831040603505658 | 0.6775411261819729 | 0.6734554072318601 | 0.677343726888146 | 0.0035173713356176214 | 14 | |
22 | 225.9564167022705 | 2.552481620992082 | 12.07036108970642 | 0.4340605515769788 | 118 | 10 | 1 | auto | 30 | True | {'n_estimators': 118, 'min_samples_split': 10, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 30, 'bootstrap': True} | 0.5598286653250374 | 0.5584480369515011 | 0.5475186746542415 | 0.5494531929460965 | 0.5483512617800078 | 0.5527246102416945 | 0.0052956109576722515 | 36 | |
23 | 697.1405413150787 | 3.846762937961099 | 17.328991985321046 | 1.2989369042073609 | 145 | 10 | 1 | sqrt | 70 | True | {'n_estimators': 145, 'min_samples_split': 10, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': 70, 'bootstrap': True} | 0.7074940457507893 | 0.7095981524249423 | 0.7032578951261002 | 0.706352584149072 | 0.7079668956323711 | 0.7069342957725646 | 0.0021134721863506605 | 9 | |
24 | 772.4950833320618 | 5.876337088248579 | 15.176899671554565 | 0.18764710433658377 | 145 | 5 | 1 | sqrt | 50 | False | {'n_estimators': 145, 'min_samples_split': 5, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': 50, 'bootstrap': False} | 0.6430404519690563 | 0.651066974595843 | 0.6425930034760743 | 0.647989489461705 | 0.6504230619688582 | 0.6470209744697216 | 0.003587535590179745 | 22 | |
25 | 175.88645524978637 | 1.7239653638043742 | 2.05773286819458 | 0.08512768068871789 | 14 | 5 | 1 | auto | 110 | False | {'n_estimators': 14, 'min_samples_split': 5, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 110, 'bootstrap': False} | 0.7556634602957739 | 0.7578568129330254 | 0.7531617483913912 | 0.7601635795044503 | 0.7584566106904149 | 0.7570592846788746 | 0.002423094269519781 | 3 | |
26 | 708.5080862522125 | 5.453450772214352 | 12.175428628921509 | 0.09342236389038427 | 118 | 10 | 2 | auto | 90 | False | {'n_estimators': 118, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'auto', 'max_depth': 90, 'bootstrap': False} | 0.6612816867603345 | 0.6639445727482679 | 0.6670364618001627 | 0.6639958549989823 | 0.6656606987465516 | 0.6643825991775878 | 0.0019310729000464643 | 17 | |
27 | 542.4703986644745 | 2.7374791094919737 | 17.39604377746582 | 0.47082300554026285 | 171 | 5 | 2 | sqrt | 70 | True | {'n_estimators': 171, 'min_samples_split': 5, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 70, 'bootstrap': True} | 0.6282517585805808 | 0.6282863741339492 | 0.6186857480955551 | 0.6253585240835662 | 0.6264094351150692 | 0.6253993728367304 | 0.003537836378442146 | 25 | |
28 | 441.87935042381287 | 2.4902335320718016 | 14.446743297576905 | 0.1699598195167723 | 145 | 5 | 2 | sqrt | 40 | False | {'n_estimators': 145, 'min_samples_split': 5, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 40, 'bootstrap': False} | 0.5543821427912043 | 0.5568221709006929 | 0.5532504992234302 | 0.5617216557798709 | 0.5536094499268668 | 0.5559565719019022 | 0.0031389708898943124 | 35 | |
29 | 663.5628805637359 | 4.157929476037572 | 15.705134153366089 | 1.5969525037052474 | 145 | 2 | 1 | auto | 40 | False | {'n_estimators': 145, 'min_samples_split': 2, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 40, 'bootstrap': False} | 0.6095304912947953 | 0.614891454965358 | 0.6027845573552252 | 0.6070576044114654 | 0.6169854288941141 | 0.6102490903174275 | 0.005163270261363702 | 27 | |
30 | 6.282300853729248 | 0.17722093401403774 | 0.4609072208404541 | 0.004896957885622187 | 1 | 2 | 4 | sqrt | 70 | False | {'n_estimators': 1, 'min_samples_split': 2, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'max_depth': 70, 'bootstrap': False} | 0.3234311245684323 | 0.38159815242494227 | 0.3590895643813327 | 0.34666271904664975 | 0.3217677880431764 | 0.34651510220986304 | 0.022517131960571122 | 49 | |
31 | 105.74038119316101 | 0.546512405517556 | 5.3584857940673825 | 0.06372135213284995 | 53 | 10 | 2 | auto | 40 | True | {'n_estimators': 53, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'auto', 'max_depth': 40, 'bootstrap': True} | 0.5469416391263409 | 0.5583187066974595 | 0.5482212854078841 | 0.5523028811457967 | 0.5528873747940234 | 0.5517335739431412 | 0.004009521708852285 | 37 | |
32 | 355.5648658275604 | 2.1175553383470627 | 19.331648921966554 | 1.7650327121286273 | 197 | 10 | 1 | sqrt | 20 | False | {'n_estimators': 197, 'min_samples_split': 10, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': 20, 'bootstrap': False} | 0.48555286819415466 | 0.48031408775981527 | 0.4849678278233858 | 0.4892581558446365 | 0.49052970691155506 | 0.48612179392361626 | 0.003595615894024327 | 42 | |
33 | 264.4404458045959 | 2.5012377228338094 | 7.534370422363281 | 0.4808178064952598 | 66 | 5 | 4 | auto | 100 | True | {'n_estimators': 66, 'min_samples_split': 5, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 100, 'bootstrap': True} | 0.651477946199435 | 0.6584942263279445 | 0.6547592633680941 | 0.6513017893821358 | 0.6513673140656533 | 0.6534811998935006 | 0.002828772248855843 | 20 | |
34 | 175.52138180732726 | 1.0505867126260269 | 19.17418279647827 | 0.14740078718674646 | 223 | 5 | 4 | auto | 10 | False | {'n_estimators': 223, 'min_samples_split': 5, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 10, 'bootstrap': False} | 0.38731237191440654 | 0.3864203233256351 | 0.39364691960653797 | 0.38555911252567493 | 0.394364111014423 | 0.38945877584829747 | 0.0037581270220125107 | 47 | |
35 | 1047.0498205661775 | 9.284827901816719 | 22.48234462738037 | 1.5180796852631284 | 210 | 5 | 2 | sqrt | 70 | False | {'n_estimators': 210, 'min_samples_split': 5, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 70, 'bootstrap': False} | 0.6318520022893858 | 0.6390577367205543 | 0.6375083203905036 | 0.6329453563035473 | 0.6335561274555184 | 0.6349843209182617 | 0.002792565046228302 | 23 | |
36 | 92.18653049468995 | 0.4890583993150007 | 4.008760929107666 | 0.09699808203019872 | 40 | 10 | 4 | auto | 30 | False | {'n_estimators': 40, 'min_samples_split': 10, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 30, 'bootstrap': False} | 0.5011723870538929 | 0.5079722863741339 | 0.4905887138525257 | 0.5268962454432745 | 0.5131362129936494 | 0.5079467798716091 | 0.012107372289687739 | 41 | |
37 | 361.7940170288086 | 4.769845740578802 | 7.221683311462402 | 0.4781028118984168 | 53 | 5 | 1 | auto | 90 | True | {'n_estimators': 53, 'min_samples_split': 5, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 90, 'bootstrap': True} | 0.7454720011816185 | 0.7388083140877598 | 0.7472820057688041 | 0.7446383301567329 | 0.7434411508766733 | 0.7439280537230424 | 0.0028498456026608303 | 6 | |
38 | 704.7666290283203 | 6.8761841011936475 | 801.6543683528901 | 1578.085683664915 | 105 | 10 | 4 | auto | 110 | False | {'n_estimators': 105, 'min_samples_split': 10, 'min_samples_leaf': 4, 'max_features': 'auto', 'max_depth': 110, 'bootstrap': False} | 0.6636818492328711 | 0.6706327944572749 | 0.6633015309518526 | 0.6675487130141929 | 0.6651793153246561 | 0.6660688400437831 | 0.002727175710415074 | 16 | |
39 | 1349.7614565372467 | 2313.924259379219 | 19.11714653968811 | 2.079334803387827 | 184 | 10 | 2 | auto | 20 | True | {'n_estimators': 184, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'auto', 'max_depth': 20, 'bootstrap': True} | 0.4533168399091631 | 0.465256351039261 | 0.4649804008579247 | 0.46620158768342557 | 0.4662013293588343 | 0.4631874389847055 | 0.004964206177424991 | 44 | |
40 | 2769.46813659668 | 2621.076629822662 | 3.0878407955169678 | 0.08411937567005619 | 27 | 2 | 1 | auto | 40 | True | {'n_estimators': 27, 'min_samples_split': 2, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 40, 'bootstrap': True} | 0.5945756328120673 | 0.6029930715935334 | 0.6020634568449079 | 0.6034862419274255 | 0.5978041510062765 | 0.6001834156731651 | 0.0034490647095972455 | 30 | |
41 | 9107.788854646682 | 9396.715725839415 | 7862.85862698555 | 8583.110173758707 | 236 | 5 | 1 | auto | 80 | True | {'n_estimators': 236, 'min_samples_split': 5, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 80, 'bootstrap': True} | 0.7339512213134427 | 0.7375704387990762 | 0.7292175134975224 | 0.7357191761810478 | 0.7349984262465054 | 0.7342913350886016 | 0.0027984287536783987 | 7 | |
42 | 835.4386822700501 | 11.622351547555565 | 13.201212835311889 | 0.5969541194992006 | 118 | 10 | 2 | sqrt | 110 | False | {'n_estimators': 118, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 110, 'bootstrap': False} | 0.6906929084430331 | 0.688554272517321 | 0.6922564899045929 | 0.6887733387613109 | 0.6876562181777786 | 0.6895874626512439 | 0.001661477087716388 | 10 | |
43 | 259.70560908317566 | 2.924704587603057 | 9.327507400512696 | 0.5217683734615475 | 92 | 2 | 2 | sqrt | 60 | True | {'n_estimators': 92, 'min_samples_split': 2, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 60, 'bootstrap': True} | 0.5999667669811495 | 0.6131177829099307 | 0.6009170919310702 | 0.6077792786958051 | 0.6085056747699543 | 0.6060556755317575 | 0.004947852097243654 | 29 | |
44 | 283.3641922950745 | 1.3739670009656089 | 4.777387809753418 | 0.22017921239908425 | 40 | 5 | 2 | auto | 110 | False | {'n_estimators': 40, 'min_samples_split': 5, 'min_samples_leaf': 2, 'max_features': 'auto', 'max_depth': 110, 'bootstrap': False} | 0.6865203182984695 | 0.6797043879907622 | 0.6771318689446046 | 0.6797801669103088 | 0.6839902982725741 | 0.6814262047747242 | 0.0033665492091317206 | 13 | |
45 | 503.03067364692686 | 1.3074700944443522 | 10.292122411727906 | 0.2472028350988528 | 92 | 10 | 1 | sqrt | 80 | True | {'n_estimators': 92, 'min_samples_split': 10, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': 80, 'bootstrap': True} | 0.7282277569558555 | 0.7266143187066975 | 0.7227645884180164 | 0.7239503340056623 | 0.731147358871341 | 0.7265405437387215 | 0.0030003805993112733 | 8 | |
46 | 301.8058644294739 | 2.0570468441900114 | 18.51416254043579 | 0.3439500277861801 | 197 | 2 | 2 | sqrt | 30 | True | {'n_estimators': 197, 'min_samples_split': 2, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 30, 'bootstrap': True} | 0.5257094326385171 | 0.5204064665127021 | 0.5087826344205311 | 0.5161821579911549 | 0.5142841273074004 | 0.5170768866668639 | 0.005711484851500711 | 40 | |
47 | 417.20741748809814 | 6.195010295860957 | 8.329252767562867 | 0.49602764264987464 | 79 | 2 | 1 | auto | 60 | True | {'n_estimators': 79, 'min_samples_split': 2, 'min_samples_leaf': 1, 'max_features': 'auto', 'max_depth': 60, 'bootstrap': True} | 0.6865387810867197 | 0.682715935334873 | 0.6758560757340434 | 0.6840732036786884 | 0.6842309899835218 | 0.6826834896310978 | 0.003628220995014763 | 12 | |
48 | 71.67105522155762 | 0.8586576591044559 | 10.807200574874878 | 0.21538788928206212 | 118 | 2 | 1 | sqrt | 10 | True | {'n_estimators': 118, 'min_samples_split': 2, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': 10, 'bootstrap': True} | 0.3984454332293263 | 0.39890993071593533 | 0.3859921603431699 | 0.39329398049628983 | 0.40012219733017346 | 0.3953532230867083 | 0.005230917466510043 | 46 | |
49 | 84.16394333839416 | 3.2185318701055725 | 1.6044442176818847 | 0.23074312815722045 | 14 | 5 | 2 | sqrt | 90 | False | {'n_estimators': 14, 'min_samples_split': 5, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'max_depth': 90, 'bootstrap': False} | 0.6531765227184609 | 0.6576443418013856 | 0.6508949042230604 | 0.6367017634758795 | 0.6426283534835496 | 0.6482153950832766 | 0.0075422536748428306 | 21 |
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