1972450 2702 OpenML_Bot R 3493 Supervised Classification 5969 mlr.classif.svm(8) 128019 cost 0.0307078952512901 5969 gamma 3.77141674340245 5969 openml.seed 1 5969 openml.kind Mersenne-Twister 5969 openml.normal.kind Inversion 5969 botV1 mlrRandomBot sciBenchV1.0 334 monks-problems-2 https://www.openml.org/data/download/52237/php4fATLZ -1 4894418 description https://api.openml.org/data/download/4894418/description2bcc1751c3.xml -1 4894419 predictions https://api.openml.org/data/download/4894419/predictions2bcc4e3b473e.arff area_under_roc_curve 0.817242 [0.817242,0.817242] average_cost 0 f_measure 0.841079 [0.897583,0.732733] kappa 0.638121 kb_relative_information_score 245.458011 mean_absolute_error 0.262286 mean_prior_absolute_error 0.450716 number_of_instances 601 [395,206] precision 0.870033 [0.822785,0.96063] predictive_accuracy 0.851913 prior_entropy 0.927926 recall 0.851913 [0.987342,0.592233] relative_absolute_error 0.581932 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.357514 root_relative_squared_error 0.753243 scimark_benchmark 873.042131450077 [ 757.70662033015, 734.918004576655, 323.027022864024, 1281.25122189635, 1268.30778758321 ] total_cost 0 usercpu_time_millis 2.29999999999995 usercpu_time_millis_testing 0.0300000000000296 usercpu_time_millis_training 2.26999999999992 area_under_roc_curve 0.903571 [0.903571,0.903571] area_under_roc_curve 0.8275 [0.8275,0.8275] area_under_roc_curve 0.78375 [0.78375,0.78375] area_under_roc_curve 0.755 [0.755,0.755] area_under_roc_curve 0.81 [0.81,0.81] area_under_roc_curve 0.832723 [0.832723,0.832723] area_under_roc_curve 0.86569 [0.86569,0.86569] area_under_roc_curve 0.893773 [0.893773,0.893773] area_under_roc_curve 0.800977 [0.800977,0.800977] area_under_roc_curve 0.789988 [0.789988,0.789988] 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 0.914905 [0.941176,0.864865] f_measure 0.875653 [0.91954,0.787879] f_measure 0.76907 [0.850575,0.606061] f_measure 0.820076 [0.886364,0.6875] f_measure 0.856061 [0.909091,0.75] f_measure 0.821477 [0.883721,0.705882] f_measure 0.837304 [0.896552,0.727273] f_measure 0.876471 [0.917647,0.8] f_measure 0.795469 [0.876404,0.645161] f_measure 0.837304 [0.896552,0.727273] kappa 0.807571 kappa 0.712329 kappa 0.465753 kappa 0.583333 kappa 0.666667 kappa 0.598394 kappa 0.634146 kappa 0.722222 kappa 0.541667 kappa 0.634146 kb_relative_information_score 31.126713 kb_relative_information_score 21.640356 kb_relative_information_score 18.45995 kb_relative_information_score 19.361344 kb_relative_information_score 23.516988 kb_relative_information_score 25.133721 kb_relative_information_score 28.815184 kb_relative_information_score 30.290077 kb_relative_information_score 22.739211 kb_relative_information_score 24.374468 mean_absolute_error 0.224886 mean_absolute_error 0.278854 mean_absolute_error 0.294941 mean_absolute_error 0.29367 mean_absolute_error 0.270254 mean_absolute_error 0.255808 mean_absolute_error 0.2349 mean_absolute_error 0.225903 mean_absolute_error 0.275951 mean_absolute_error 0.268321 mean_prior_absolute_error 0.451187 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 number_of_instances 61 [40,21] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] precision 0.92714 [0.888889,1] precision 0.900709 [0.851064,1] precision 0.781233 [0.787234,0.769231] precision 0.847222 [0.8125,0.916667] precision 0.888889 [0.833333,1] precision 0.848609 [0.808511,0.923077] precision 0.878125 [0.8125,1] precision 0.901087 [0.847826,1] precision 0.857 [0.78,1] precision 0.878125 [0.8125,1] predictive_accuracy 0.918033 predictive_accuracy 0.883333 predictive_accuracy 0.783333 predictive_accuracy 0.833333 predictive_accuracy 0.866667 predictive_accuracy 0.833333 predictive_accuracy 0.85 predictive_accuracy 0.883333 predictive_accuracy 0.816667 predictive_accuracy 0.85 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 recall 0.918033 [1,0.761905] recall 0.883333 [1,0.65] recall 0.783333 [0.925,0.5] recall 0.833333 [0.975,0.55] recall 0.866667 [1,0.6] recall 0.833333 [0.974359,0.571429] recall 0.85 [1,0.571429] recall 0.883333 [1,0.666667] recall 0.816667 [1,0.47619] recall 0.85 [1,0.571429] relative_absolute_error 0.498431 relative_absolute_error 0.622774 relative_absolute_error 0.658701 relative_absolute_error 0.655862 relative_absolute_error 0.603567 relative_absolute_error 0.564716 relative_absolute_error 0.518559 relative_absolute_error 0.498698 relative_absolute_error 0.609183 relative_absolute_error 0.592339 root_mean_prior_squared_error 0.475128 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_squared_error 0.309623 root_mean_squared_error 0.35842 root_mean_squared_error 0.384643 root_mean_squared_error 0.383148 root_mean_squared_error 0.355457 root_mean_squared_error 0.353413 root_mean_squared_error 0.348365 root_mean_squared_error 0.319462 root_mean_squared_error 0.387592 root_mean_squared_error 0.367041 root_relative_squared_error 0.651663 root_relative_squared_error 0.760154 root_relative_squared_error 0.815768 root_relative_squared_error 0.812598 root_relative_squared_error 0.75387 root_relative_squared_error 0.740881 root_relative_squared_error 0.7303 root_relative_squared_error 0.669709 root_relative_squared_error 0.812532 root_relative_squared_error 0.76945 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