7831219 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862909 num.trees 1348 6794 mtry 5 6794 replace FALSE 6794 sample.fraction 0.499810020439327 6794 respect.unordered.factors TRUE 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 16586215 description https://api.openml.org/data/download/16586215/description1c9be779d19a4.xml -1 16586216 predictions https://api.openml.org/data/download/16586216/predictions1c9be5dd33456.arff area_under_roc_curve 0.794976 [0.794976,0.794976] average_cost 0 f_measure 0.744285 [0.844532,0.510373] kappa 0.366953 kb_relative_information_score 197.574066 mean_absolute_error 0.336811 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.75128 [0.783619,0.675824] predictive_accuracy 0.764 prior_entropy 0.881778 recall 0.764 [0.915714,0.41] relative_absolute_error 0.801625 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.401818 root_relative_squared_error 0.876839 scimark_benchmark 1333.33903072491 [ 1356.47734727056, 908.84544125783, 455.341358710794, 1723.19916963761, 2222.83183674776 ] total_cost 0 usercpu_time_millis 37.926 usercpu_time_millis_testing 3.02299999999998 usercpu_time_millis_training 34.903 area_under_roc_curve 0.855238 [0.855238,0.855238] area_under_roc_curve 0.750952 [0.750952,0.750952] area_under_roc_curve 0.755714 [0.755714,0.755714] area_under_roc_curve 0.776667 [0.776667,0.776667] area_under_roc_curve 0.812381 [0.812381,0.812381] area_under_roc_curve 0.818095 [0.818095,0.818095] area_under_roc_curve 0.81 [0.81,0.81] area_under_roc_curve 0.846667 [0.846667,0.846667] area_under_roc_curve 0.78 [0.78,0.78] area_under_roc_curve 0.758571 [0.758571,0.758571] 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 0.798974 [0.872483,0.627451] f_measure 0.706061 [0.833333,0.409091] f_measure 0.701333 [0.813333,0.44] f_measure 0.795635 [0.861111,0.642857] f_measure 0.717763 [0.828947,0.458333] f_measure 0.726046 [0.836601,0.468085] f_measure 0.786667 [0.866667,0.6] f_measure 0.773893 [0.871795,0.545455] f_measure 0.706061 [0.833333,0.409091] f_measure 0.717763 [0.828947,0.458333] kappa 0.505208 kappa 0.269663 kappa 0.263158 kappa 0.50495 kappa 0.301075 kappa 0.320652 kappa 0.473684 kappa 0.438202 kappa 0.269663 kappa 0.301075 kb_relative_information_score 23.771246 kb_relative_information_score 16.032806 kb_relative_information_score 15.491008 kb_relative_information_score 17.666765 kb_relative_information_score 18.771112 kb_relative_information_score 23.113975 kb_relative_information_score 22.336887 kb_relative_information_score 23.802094 kb_relative_information_score 20.265366 kb_relative_information_score 16.322807 mean_absolute_error 0.325714 mean_absolute_error 0.343025 mean_absolute_error 0.348295 mean_absolute_error 0.345506 mean_absolute_error 0.34352 mean_absolute_error 0.323503 mean_absolute_error 0.324326 mean_absolute_error 0.32649 mean_absolute_error 0.338404 mean_absolute_error 0.349324 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 0.804521 [0.822785,0.761905] precision 0.721927 [0.755814,0.642857] precision 0.69875 [0.7625,0.55] precision 0.794179 [0.837838,0.692308] precision 0.721138 [0.768293,0.611111] precision 0.733877 [0.771084,0.647059] precision 0.79375 [0.8125,0.75] precision 0.810631 [0.790698,0.857143] precision 0.721927 [0.755814,0.642857] precision 0.721138 [0.768293,0.611111] predictive_accuracy 0.81 predictive_accuracy 0.74 predictive_accuracy 0.72 predictive_accuracy 0.8 predictive_accuracy 0.74 predictive_accuracy 0.75 predictive_accuracy 0.8 predictive_accuracy 0.8 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 0.81 [0.928571,0.533333] recall 0.74 [0.928571,0.3] recall 0.72 [0.871429,0.366667] recall 0.8 [0.885714,0.6] recall 0.74 [0.9,0.366667] recall 0.75 [0.914286,0.366667] recall 0.8 [0.928571,0.5] recall 0.8 [0.971429,0.4] recall 0.74 [0.928571,0.3] recall 0.74 [0.9,0.366667] relative_absolute_error 0.775214 relative_absolute_error 0.816416 relative_absolute_error 0.828959 relative_absolute_error 0.82232 relative_absolute_error 0.817593 relative_absolute_error 0.769953 relative_absolute_error 0.77191 relative_absolute_error 0.777061 relative_absolute_error 0.805417 relative_absolute_error 0.831407 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 0.379833 root_mean_squared_error 0.418867 root_mean_squared_error 0.418433 root_mean_squared_error 0.403052 root_mean_squared_error 0.402491 root_mean_squared_error 0.39297 root_mean_squared_error 0.393741 root_mean_squared_error 0.388384 root_mean_squared_error 0.404322 root_mean_squared_error 0.414176 root_relative_squared_error 0.828864 root_relative_squared_error 0.914042 root_relative_squared_error 0.913095 root_relative_squared_error 0.87953 root_relative_squared_error 0.878308 root_relative_squared_error 0.857531 root_relative_squared_error 0.859214 root_relative_squared_error 0.847524 root_relative_squared_error 0.882303 root_relative_squared_error 0.903807 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