7933001 3961 Ianislav Mintchev 14951 Supervised Classification 7181 sklearn.ensemble.forest.RandomForestClassifier(26) 5964204 bootstrap true 7181 class_weight null 7181 criterion "gini" 7181 max_depth null 7181 max_features "auto" 7181 max_leaf_nodes null 7181 min_impurity_decrease 0.0 7181 min_impurity_split null 7181 min_samples_leaf 1 7181 min_samples_split 2 7181 min_weight_fraction_leaf 0.0 7181 n_estimators 10 7181 n_jobs 1 7181 oob_score false 7181 random_state 20597 7181 verbose 0 7181 warm_start false 7181 openml-python Sklearn_0.19.0. 1471 eeg-eye-state https://www.openml.org/data/download/1587924/phplE7q6h -1 16789057 description https://api.openml.org/data/download/16789057/description.xml -1 16789058 predictions https://api.openml.org/data/download/16789058/predictions.arff area_under_roc_curve 0.9660673743827237 [0.966067,0.966067] average_cost 0 f_measure 0.9023400108625496 [0.915489,0.886191] kappa 0.802095498577604 kb_relative_information_score 9373.721835513483 mean_absolute_error 0.20301735647528965 mean_prior_absolute_error 0.4947574918117115 number_of_instances 14980 [8257,6723] precision 0.905508885521192 [0.880707,0.93597] predictive_accuracy 0.903004005340454 prior_entropy 0.9924243999391255 recall 0.9030040053404539 [0.953131,0.84144] relative_absolute_error 0.4103371042081186 root_mean_prior_squared_error 0.4973714869043071 root_mean_squared_error 0.28277425927573435 root_relative_squared_error 0.5685373342081818 total_cost 0 area_under_roc_curve 0.9681041378415773 [0.968104,0.968104] area_under_roc_curve 0.9708010852646142 [0.970801,0.970801] area_under_roc_curve 0.9703083563934048 [0.970308,0.970308] area_under_roc_curve 0.9632732330220224 [0.963273,0.963273] area_under_roc_curve 0.9717910469272454 [0.971791,0.971791] area_under_roc_curve 0.9665223610630693 [0.966522,0.966522] area_under_roc_curve 0.9664539014758445 [0.966454,0.966454] area_under_roc_curve 0.9615192039263362 [0.961519,0.961519] area_under_roc_curve 0.9563528299338107 [0.956353,0.956353] area_under_roc_curve 0.9666153361249945 [0.966615,0.966615] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.9004134168219932 [0.914352,0.883281] f_measure 0.9214297834483737 [0.931699,0.908807] f_measure 0.9036526066389863 [0.917674,0.886418] f_measure 0.900599463492602 [0.913652,0.884555] f_measure 0.8950884153962787 [0.909513,0.877358] f_measure 0.9082327823636335 [0.918983,0.895019] f_measure 0.8970918604022915 [0.911304,0.879622] f_measure 0.901898284250796 [0.914918,0.885938] f_measure 0.8849293448921339 [0.900984,0.865248] f_measure 0.9099379009421007 [0.922002,0.895149] kappa 0.7981646698954882 kappa 0.8407758346581875 kappa 0.8047370503183982 kappa 0.7985600529167833 kappa 0.7873738917762152 kappa 0.8141301177932468 kappa 0.7914336310244225 kappa 0.801250070427783 kappa 0.7668633150882915 kappa 0.817535273617098 kb_relative_information_score 945.7584926429148 kb_relative_information_score 961.3982582101896 kb_relative_information_score 940.2161012955476 kb_relative_information_score 933.3137095262431 kb_relative_information_score 935.7897165373022 kb_relative_information_score 932.0490974556951 kb_relative_information_score 929.0785906202391 kb_relative_information_score 925.2379061525695 kb_relative_information_score 922.5088953687809 kb_relative_information_score 948.3710677041109 mean_absolute_error 0.20040053404539324 mean_absolute_error 0.19532710280373825 mean_absolute_error 0.20260347129505973 mean_absolute_error 0.2036715620827771 mean_absolute_error 0.2038718291054736 mean_absolute_error 0.2050734312416549 mean_absolute_error 0.2060080106809076 mean_absolute_error 0.2072763684913217 mean_absolute_error 0.20660881174899848 mean_absolute_error 0.19933244325767688 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.49480533738838384 mean_prior_absolute_error 0.49480533738838384 mean_prior_absolute_error 0.49480533738838384 number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [825,673] number_of_instances 1498 [825,673] number_of_instances 1498 [825,673] precision 0.9044367176692244 [0.875831,0.939597] precision 0.9241156301688865 [0.899662,0.954173] precision 0.9088366785304999 [0.874863,0.950596] precision 0.903177963469828 [0.881757,0.929508] precision 0.8985983389879899 [0.873051,0.93] precision 0.909178019166777 [0.898266,0.922591] precision 0.900734952947527 [0.874305,0.933222] precision 0.9048748953289438 [0.881033,0.934102] precision 0.8888606263035059 [0.862528,0.921141] precision 0.9132054996943904 [0.886898,0.945455] predictive_accuracy 0.9012016021361816 predictive_accuracy 0.9218958611481977 predictive_accuracy 0.904539385847797 predictive_accuracy 0.9012016021361816 predictive_accuracy 0.8958611481975969 predictive_accuracy 0.9085447263017357 predictive_accuracy 0.8978638184245661 predictive_accuracy 0.9025367156208277 predictive_accuracy 0.8858477970627503 predictive_accuracy 0.910547396528705 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 recall 0.9012016021361816 [0.956416,0.833333] recall 0.9218958611481975 [0.966102,0.86756] recall 0.904539385847797 [0.964891,0.830357] recall 0.9012016021361816 [0.947942,0.84375] recall 0.8958611481975968 [0.949153,0.830357] recall 0.9085447263017357 [0.940678,0.869048] recall 0.8978638184245661 [0.951574,0.831845] recall 0.9025367156208278 [0.951515,0.842496] recall 0.8858477970627503 [0.94303,0.81575] recall 0.910547396528705 [0.96,0.849926] relative_absolute_error 0.4050647909649414 relative_absolute_error 0.3948099861303869 relative_absolute_error 0.40951753516941997 relative_absolute_error 0.41167644145037985 relative_absolute_error 0.41208123637805877 relative_absolute_error 0.4145100059441371 relative_absolute_error 0.4163990489399771 relative_absolute_error 0.41890487597676374 relative_absolute_error 0.41755574594141165 relative_absolute_error 0.4028502285560763 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4974195830102464 root_mean_prior_squared_error 0.4974195830102464 root_mean_prior_squared_error 0.4974195830102464 root_mean_squared_error 0.2795905837578139 root_mean_squared_error 0.27445783429106 root_mean_squared_error 0.2790050030416965 root_mean_squared_error 0.28590614386099483 root_mean_squared_error 0.27939950867398394 root_mean_squared_error 0.28319651661469586 root_mean_squared_error 0.28439615837747734 root_mean_squared_error 0.28783757101830953 root_mean_squared_error 0.2934418923607485 root_mean_squared_error 0.2800438645786016 root_relative_squared_error 0.5621596321887935 root_relative_squared_error 0.5518394543288445 root_relative_squared_error 0.5609822325941256 root_relative_squared_error 0.5748580317448593 root_relative_squared_error 0.5617754465077072 root_relative_squared_error 0.5694099117270992 root_relative_squared_error 0.5718219749770824 root_relative_squared_error 0.5786615180616649 root_relative_squared_error 0.589928306772562 root_relative_squared_error 0.5629932438201432 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0