7833592 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5865281 num.trees 1548 6794 mtry 4 6794 replace FALSE 6794 sample.fraction 0.2595868102042 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 16590953 description https://api.openml.org/data/download/16590953/descriptiond09a39d101ae.xml -1 16590954 predictions https://api.openml.org/data/download/16590954/predictionsd09a450ccc5c.arff area_under_roc_curve 0.799229 [0.799229,0.799229] average_cost 0 f_measure 0.734133 [0.845307,0.474725] kappa 0.339779 kb_relative_information_score 173.740776 mean_absolute_error 0.3485 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.749979 [0.772781,0.696774] predictive_accuracy 0.761 prior_entropy 0.881778 recall 0.761 [0.932857,0.36] relative_absolute_error 0.829447 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.404042 root_relative_squared_error 0.881692 scimark_benchmark 1301.0287536683 [ 1309.26537001723, 891.831341360466, 450.844202592768, 1649.48661189017, 2203.71624248088 ] total_cost 0 usercpu_time_millis 28.041 usercpu_time_millis_testing 2.928 usercpu_time_millis_training 25.113 area_under_roc_curve 0.864762 [0.864762,0.864762] area_under_roc_curve 0.747619 [0.747619,0.747619] area_under_roc_curve 0.754286 [0.754286,0.754286] area_under_roc_curve 0.787143 [0.787143,0.787143] area_under_roc_curve 0.819524 [0.819524,0.819524] area_under_roc_curve 0.814286 [0.814286,0.814286] area_under_roc_curve 0.810476 [0.810476,0.810476] area_under_roc_curve 0.838571 [0.838571,0.838571] area_under_roc_curve 0.785238 [0.785238,0.785238] area_under_roc_curve 0.784286 [0.784286,0.784286] 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 0.769879 [0.862745,0.553191] f_measure 0.723077 [0.857143,0.410256] f_measure 0.744 [0.84,0.52] f_measure 0.811019 [0.878378,0.653846] f_measure 0.70413 [0.823529,0.425532] f_measure 0.734387 [0.844156,0.478261] f_measure 0.727027 [0.824324,0.5] f_measure 0.723077 [0.857143,0.410256] f_measure 0.699096 [0.835443,0.380952] f_measure 0.683571 [0.830189,0.341463] kappa 0.429348 kappa 0.315476 kappa 0.368421 kappa 0.536082 kappa 0.266304 kappa 0.340659 kappa 0.329897 kappa 0.315476 kappa 0.252874 kappa 0.215116 kb_relative_information_score 21.110398 kb_relative_information_score 15.22224 kb_relative_information_score 13.169584 kb_relative_information_score 14.998692 kb_relative_information_score 16.917682 kb_relative_information_score 19.3967 kb_relative_information_score 19.389627 kb_relative_information_score 20.95769 kb_relative_information_score 18.040887 kb_relative_information_score 14.537275 mean_absolute_error 0.338794 mean_absolute_error 0.350135 mean_absolute_error 0.359344 mean_absolute_error 0.357419 mean_absolute_error 0.351478 mean_absolute_error 0.341051 mean_absolute_error 0.339194 mean_absolute_error 0.339602 mean_absolute_error 0.348831 mean_absolute_error 0.359154 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 0.786038 [0.795181,0.764706] precision 0.797436 [0.758242,0.888889] precision 0.74625 [0.7875,0.65] precision 0.815152 [0.833333,0.772727] precision 0.707796 [0.759036,0.588235] precision 0.747917 [0.77381,0.6875] precision 0.724709 [0.782051,0.590909] precision 0.797436 [0.758242,0.888889] precision 0.725 [0.75,0.666667] precision 0.71001 [0.741573,0.636364] predictive_accuracy 0.79 predictive_accuracy 0.77 predictive_accuracy 0.76 predictive_accuracy 0.82 predictive_accuracy 0.73 predictive_accuracy 0.76 predictive_accuracy 0.74 predictive_accuracy 0.77 predictive_accuracy 0.74 predictive_accuracy 0.73 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 0.79 [0.942857,0.433333] recall 0.77 [0.985714,0.266667] recall 0.76 [0.9,0.433333] recall 0.82 [0.928571,0.566667] recall 0.73 [0.9,0.333333] recall 0.76 [0.928571,0.366667] recall 0.74 [0.871429,0.433333] recall 0.77 [0.985714,0.266667] recall 0.74 [0.942857,0.266667] recall 0.73 [0.942857,0.233333] relative_absolute_error 0.806345 relative_absolute_error 0.833337 relative_absolute_error 0.855256 relative_absolute_error 0.850673 relative_absolute_error 0.836534 relative_absolute_error 0.811717 relative_absolute_error 0.807297 relative_absolute_error 0.808269 relative_absolute_error 0.830235 relative_absolute_error 0.854804 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 0.386456 root_mean_squared_error 0.41609 root_mean_squared_error 0.418674 root_mean_squared_error 0.403696 root_mean_squared_error 0.404226 root_mean_squared_error 0.399287 root_mean_squared_error 0.397431 root_mean_squared_error 0.395572 root_mean_squared_error 0.407107 root_mean_squared_error 0.410816 root_relative_squared_error 0.843316 root_relative_squared_error 0.907982 root_relative_squared_error 0.913622 root_relative_squared_error 0.880937 root_relative_squared_error 0.882093 root_relative_squared_error 0.871316 root_relative_squared_error 0.867265 root_relative_squared_error 0.863209 root_relative_squared_error 0.888381 root_relative_squared_error 0.896473 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