2298422 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 386192 booster gblinear 5971 eta 0.252764546439683 5971 subsample 0.827699366095476 5971 lambda 0.0486861338644639 5971 alpha 1.68164330448251 5971 nrounds 4785 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 5552675 description https://api.openml.org/data/download/5552675/description8c047f4311c.xml -1 5552676 predictions https://api.openml.org/data/download/5552676/predictions8c07515d023.arff area_under_roc_curve 0.828419 [0.828419,0.828419] average_cost 0 f_measure 0.762364 [0.734071,0.786247] kappa 0.520603 kb_relative_information_score 1524.963404 mean_absolute_error 0.306945 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.762638 [0.754613,0.769412] predictive_accuracy 0.762997 prior_entropy 0.994847 recall 0.762997 [0.714619,0.803835] relative_absolute_error 0.618305 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.410105 root_relative_squared_error 0.823154 scimark_benchmark 1840.24510573797 [ 947.956869565217, 1319.83219726027, 494.81190046083, 2016.49230769231, 4422.1322537112 ] total_cost 0 usercpu_time_millis 2522.724 usercpu_time_millis_testing 0.411000000000229 usercpu_time_millis_training 2522.313 area_under_roc_curve 0.816917 [0.816917,0.816917] area_under_roc_curve 0.826469 [0.826469,0.826469] area_under_roc_curve 0.847319 [0.847319,0.847319] area_under_roc_curve 0.881143 [0.881143,0.881143] area_under_roc_curve 0.810116 [0.810116,0.810116] area_under_roc_curve 0.81656 [0.81656,0.81656] area_under_roc_curve 0.824379 [0.824379,0.824379] area_under_roc_curve 0.814872 [0.814872,0.814872] area_under_roc_curve 0.844026 [0.844026,0.844026] area_under_roc_curve 0.803348 [0.803348,0.803348] 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 0.733609 [0.704142,0.758454] f_measure 0.759292 [0.730539,0.783654] f_measure 0.774345 [0.740741,0.802817] f_measure 0.802962 [0.79096,0.813131] f_measure 0.751175 [0.720721,0.776978] f_measure 0.757559 [0.739255,0.773067] f_measure 0.763836 [0.730061,0.792453] f_measure 0.758639 [0.723926,0.787736] f_measure 0.780093 [0.748466,0.806604] f_measure 0.740629 [0.708709,0.767386] kappa 0.462734 kappa 0.514542 kappa 0.544877 kappa 0.604374 kappa 0.498136 kappa 0.512409 kappa 0.523631 kappa 0.512565 kappa 0.555893 kappa 0.4764 kb_relative_information_score 140.453227 kb_relative_information_score 146.505532 kb_relative_information_score 162.389515 kb_relative_information_score 175.863528 kb_relative_information_score 146.392401 kb_relative_information_score 147.681322 kb_relative_information_score 156.653175 kb_relative_information_score 146.444348 kb_relative_information_score 162.92468 kb_relative_information_score 139.655675 mean_absolute_error 0.322128 mean_absolute_error 0.31516 mean_absolute_error 0.294582 mean_absolute_error 0.278184 mean_absolute_error 0.314955 mean_absolute_error 0.313548 mean_absolute_error 0.30125 mean_absolute_error 0.313878 mean_absolute_error 0.293616 mean_absolute_error 0.322115 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 0.733552 [0.716867,0.747619] precision 0.759675 [0.753086,0.765258] precision 0.777208 [0.789474,0.766816] precision 0.804399 [0.769231,0.834197] precision 0.751658 [0.745342,0.757009] precision 0.758054 [0.728814,0.782828] precision 0.765936 [0.772727,0.760181] precision 0.760094 [0.76129,0.759091] precision 0.781752 [0.787097,0.777273] precision 0.740787 [0.728395,0.751174] predictive_accuracy 0.734043 predictive_accuracy 0.76 predictive_accuracy 0.776 predictive_accuracy 0.802667 predictive_accuracy 0.752 predictive_accuracy 0.757333 predictive_accuracy 0.765333 predictive_accuracy 0.76 predictive_accuracy 0.781333 predictive_accuracy 0.741333 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 0.734043 [0.69186,0.769608] recall 0.76 [0.709302,0.802956] recall 0.776 [0.697674,0.842365] recall 0.802667 [0.813953,0.793103] recall 0.752 [0.697674,0.79803] recall 0.757333 [0.75,0.763547] recall 0.765333 [0.69186,0.827586] recall 0.76 [0.690058,0.818627] recall 0.781333 [0.71345,0.838235] recall 0.741333 [0.690058,0.784314] relative_absolute_error 0.64892 relative_absolute_error 0.634753 relative_absolute_error 0.593306 relative_absolute_error 0.56028 relative_absolute_error 0.634339 relative_absolute_error 0.631505 relative_absolute_error 0.606736 relative_absolute_error 0.632456 relative_absolute_error 0.591629 relative_absolute_error 0.649055 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 0.420316 root_mean_squared_error 0.41109 root_mean_squared_error 0.396275 root_mean_squared_error 0.371474 root_mean_squared_error 0.420892 root_mean_squared_error 0.418803 root_mean_squared_error 0.412071 root_mean_squared_error 0.419095 root_mean_squared_error 0.399204 root_mean_squared_error 0.428712 root_relative_squared_error 0.843694 root_relative_squared_error 0.825003 root_relative_squared_error 0.795272 root_relative_squared_error 0.745498 root_relative_squared_error 0.844674 root_relative_squared_error 0.840481 root_relative_squared_error 0.826971 root_relative_squared_error 0.841448 root_relative_squared_error 0.801513 root_relative_squared_error 0.860757 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