2298048 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 385936 booster gblinear 5971 eta 0.0735956294539216 5971 subsample 0.364316368754953 5971 lambda 11.5823441493681 5971 alpha 0.0237247180513963 5971 nrounds 3004 5971 verbose 0 5971 openml.seed 1 5971 openml.kind Mersenne-Twister 5971 openml.normal.kind Inversion 5971 botV1 mlrRandomBot sciBenchV1.0 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 5551871 description https://api.openml.org/data/download/5551871/description24d557a36979.xml -1 5551872 predictions https://api.openml.org/data/download/5551872/predictions24d571929034.arff area_under_roc_curve 0.83327 [0.83327,0.83327] average_cost 0 f_measure 0.766261 [0.737538,0.790508] kappa 0.528413 kb_relative_information_score 1467.255192 mean_absolute_error 0.316559 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.766719 [0.761314,0.771282] predictive_accuracy 0.766995 prior_entropy 0.994847 recall 0.766995 [0.715201,0.810718] relative_absolute_error 0.637669 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.405518 root_relative_squared_error 0.813949 scimark_benchmark 1718.22754497994 [ 885.401340101523, 1235.22756923077, 462.819751724138, 1885.92805755396, 4121.76100628932 ] total_cost 0 usercpu_time_millis 983.734 usercpu_time_millis_testing 0.580000000000126 usercpu_time_millis_training 983.154 area_under_roc_curve 0.814067 [0.814067,0.814067] area_under_roc_curve 0.823577 [0.823577,0.823577] area_under_roc_curve 0.858861 [0.858861,0.858861] area_under_roc_curve 0.885411 [0.885411,0.885411] area_under_roc_curve 0.819195 [0.819195,0.819195] area_under_roc_curve 0.826469 [0.826469,0.826469] area_under_roc_curve 0.833372 [0.833372,0.833372] area_under_roc_curve 0.817395 [0.817395,0.817395] area_under_roc_curve 0.844685 [0.844685,0.844685] area_under_roc_curve 0.808795 [0.808795,0.808795] 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 0.728281 [0.698225,0.753623] f_measure 0.748194 [0.715152,0.77619] f_measure 0.798196 [0.766355,0.825175] f_measure 0.805514 [0.790831,0.817955] f_measure 0.761267 [0.727829,0.789598] f_measure 0.762718 [0.742029,0.780247] f_measure 0.774105 [0.73913,0.803738] f_measure 0.748557 [0.716867,0.77512] f_measure 0.780656 [0.753012,0.803828] f_measure 0.754088 [0.724551,0.778846] kappa 0.451989 kappa 0.49206 kappa 0.593093 kappa 0.608856 kappa 0.518433 kappa 0.522279 kappa 0.544469 kappa 0.492353 kappa 0.557159 kappa 0.503626 kb_relative_information_score 131.144589 kb_relative_information_score 138.416584 kb_relative_information_score 159.901446 kb_relative_information_score 168.474924 kb_relative_information_score 142.04322 kb_relative_information_score 144.661005 kb_relative_information_score 151.300373 kb_relative_information_score 139.365008 kb_relative_information_score 156.846176 kb_relative_information_score 135.101866 mean_absolute_error 0.336213 mean_absolute_error 0.327462 mean_absolute_error 0.300406 mean_absolute_error 0.28962 mean_absolute_error 0.322921 mean_absolute_error 0.319365 mean_absolute_error 0.310263 mean_absolute_error 0.325051 mean_absolute_error 0.303438 mean_absolute_error 0.330795 mean_prior_absolute_error 0.496406 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.728213 [0.710843,0.742857] precision 0.749172 [0.746835,0.751152] precision 0.802595 [0.825503,0.783186] precision 0.805982 [0.779661,0.828283] precision 0.763059 [0.767742,0.759091] precision 0.762779 [0.739884,0.782178] precision 0.777695 [0.793333,0.764444] precision 0.748857 [0.73913,0.757009] precision 0.781103 [0.776398,0.785047] precision 0.754201 [0.742331,0.764151] predictive_accuracy 0.728723 predictive_accuracy 0.749333 predictive_accuracy 0.8 predictive_accuracy 0.805333 predictive_accuracy 0.762667 predictive_accuracy 0.762667 predictive_accuracy 0.776 predictive_accuracy 0.749333 predictive_accuracy 0.781333 predictive_accuracy 0.754667 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 recall 0.728723 [0.686047,0.764706] recall 0.749333 [0.686047,0.802956] recall 0.8 [0.715116,0.871921] recall 0.805333 [0.802326,0.807882] recall 0.762667 [0.69186,0.82266] recall 0.762667 [0.744186,0.778325] recall 0.776 [0.69186,0.847291] recall 0.749333 [0.695906,0.794118] recall 0.781333 [0.730994,0.823529] recall 0.754667 [0.707602,0.794118] relative_absolute_error 0.677295 relative_absolute_error 0.659528 relative_absolute_error 0.605036 relative_absolute_error 0.583312 relative_absolute_error 0.650384 relative_absolute_error 0.64322 relative_absolute_error 0.624889 relative_absolute_error 0.654971 relative_absolute_error 0.611421 relative_absolute_error 0.666545 root_mean_prior_squared_error 0.498186 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_squared_error 0.419284 root_mean_squared_error 0.411292 root_mean_squared_error 0.387997 root_mean_squared_error 0.370756 root_mean_squared_error 0.412707 root_mean_squared_error 0.411057 root_mean_squared_error 0.406043 root_mean_squared_error 0.41483 root_mean_squared_error 0.396887 root_mean_squared_error 0.421534 root_relative_squared_error 0.841622 root_relative_squared_error 0.825408 root_relative_squared_error 0.778657 root_relative_squared_error 0.744057 root_relative_squared_error 0.828248 root_relative_squared_error 0.824936 root_relative_squared_error 0.814874 root_relative_squared_error 0.832886 root_relative_squared_error 0.79686 root_relative_squared_error 0.846347 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