7830440 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862130 num.trees 382 6794 mtry 8 6794 sample.fraction 0.15240677963011 6794 num.threads 1 6794 verbose FALSE 6794 openml.seed 1 6794 openml.kind Mersenne-Twister 6794 openml.normal.kind Inversion 6794 AzureBot1 botV1 mlrRandomBot sciBenchV1.0 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 16584659 description https://api.openml.org/data/download/16584659/description186373774c29c.xml -1 16584660 predictions https://api.openml.org/data/download/16584660/predictions186377f32b52e.arff area_under_roc_curve 0.794926 [0.794926,0.794926] average_cost 0 f_measure 0.728839 [0.839844,0.469828] kappa 0.327133 kb_relative_information_score 170.817752 mean_absolute_error 0.348538 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.739462 [0.771531,0.664634] predictive_accuracy 0.754 prior_entropy 0.881778 recall 0.754 [0.921429,0.363333] relative_absolute_error 0.829537 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.405184 root_relative_squared_error 0.884184 scimark_benchmark 1339.4491286128 [ 1355.80833194066, 922.053335834308, 453.425632562606, 1729.03721126265, 2236.92113146376 ] total_cost 0 usercpu_time_millis 5.98700000000001 usercpu_time_millis_testing 0.688000000000009 usercpu_time_millis_training 5.299 area_under_roc_curve 0.857143 [0.857143,0.857143] area_under_roc_curve 0.741905 [0.741905,0.741905] area_under_roc_curve 0.745238 [0.745238,0.745238] area_under_roc_curve 0.794762 [0.794762,0.794762] area_under_roc_curve 0.813333 [0.813333,0.813333] area_under_roc_curve 0.804048 [0.804048,0.804048] area_under_roc_curve 0.807619 [0.807619,0.807619] area_under_roc_curve 0.84 [0.84,0.84] area_under_roc_curve 0.780952 [0.780952,0.780952] area_under_roc_curve 0.789048 [0.789048,0.789048] 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 0.782895 [0.868421,0.583333] f_measure 0.722242 [0.848101,0.428571] f_measure 0.706029 [0.810811,0.461538] f_measure 0.790021 [0.864865,0.615385] f_measure 0.660839 [0.807692,0.318182] f_measure 0.717763 [0.828947,0.458333] f_measure 0.748025 [0.837838,0.538462] f_measure 0.73875 [0.8625,0.45] f_measure 0.699096 [0.835443,0.380952] f_measure 0.706061 [0.833333,0.409091] kappa 0.462366 kappa 0.310345 kappa 0.278351 kappa 0.484536 kappa 0.157303 kappa 0.301075 kappa 0.381443 kappa 0.352941 kappa 0.252874 kappa 0.269663 kb_relative_information_score 19.83201 kb_relative_information_score 14.547027 kb_relative_information_score 11.772533 kb_relative_information_score 16.035991 kb_relative_information_score 16.374406 kb_relative_information_score 20.061774 kb_relative_information_score 18.659 kb_relative_information_score 21.778044 kb_relative_information_score 16.962802 kb_relative_information_score 14.794164 mean_absolute_error 0.341943 mean_absolute_error 0.352244 mean_absolute_error 0.362652 mean_absolute_error 0.351894 mean_absolute_error 0.353017 mean_absolute_error 0.337422 mean_absolute_error 0.341022 mean_absolute_error 0.335887 mean_absolute_error 0.351438 mean_absolute_error 0.357862 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] precision 0.796748 [0.804878,0.777778] precision 0.757955 [0.761364,0.75] precision 0.702098 [0.769231,0.545455] precision 0.792541 [0.820513,0.727273] precision 0.662791 [0.732558,0.5] precision 0.721138 [0.768293,0.611111] precision 0.747319 [0.794872,0.636364] precision 0.806667 [0.766667,0.9] precision 0.725 [0.75,0.666667] precision 0.721927 [0.755814,0.642857] predictive_accuracy 0.8 predictive_accuracy 0.76 predictive_accuracy 0.72 predictive_accuracy 0.8 predictive_accuracy 0.7 predictive_accuracy 0.74 predictive_accuracy 0.76 predictive_accuracy 0.78 predictive_accuracy 0.74 predictive_accuracy 0.74 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.8 [0.942857,0.466667] recall 0.76 [0.957143,0.3] recall 0.72 [0.857143,0.4] recall 0.8 [0.914286,0.533333] recall 0.7 [0.9,0.233333] recall 0.74 [0.9,0.366667] recall 0.76 [0.885714,0.466667] recall 0.78 [0.985714,0.3] recall 0.74 [0.942857,0.266667] recall 0.74 [0.928571,0.3] relative_absolute_error 0.813841 relative_absolute_error 0.838357 relative_absolute_error 0.863129 relative_absolute_error 0.837526 relative_absolute_error 0.840197 relative_absolute_error 0.80308 relative_absolute_error 0.811648 relative_absolute_error 0.799428 relative_absolute_error 0.836439 relative_absolute_error 0.851728 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.391152 root_mean_squared_error 0.419874 root_mean_squared_error 0.423694 root_mean_squared_error 0.400392 root_mean_squared_error 0.405719 root_mean_squared_error 0.400467 root_mean_squared_error 0.398414 root_mean_squared_error 0.393385 root_mean_squared_error 0.408948 root_mean_squared_error 0.408552 root_relative_squared_error 0.853563 root_relative_squared_error 0.916239 root_relative_squared_error 0.924575 root_relative_squared_error 0.873727 root_relative_squared_error 0.885351 root_relative_squared_error 0.873891 root_relative_squared_error 0.869409 root_relative_squared_error 0.858436 root_relative_squared_error 0.892398 root_relative_squared_error 0.891533 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