7835040 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5866728 num.trees 348 6794 mtry 20 6794 sample.fraction 0.794102817284875 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 16593833 description https://api.openml.org/data/download/16593833/description18abe559159ad.xml -1 16593834 predictions https://api.openml.org/data/download/16593834/predictions18abe3f04aaba.arff area_under_roc_curve 0.787279 [0.787279,0.787279] average_cost 0 f_measure 0.754324 [0.841892,0.55] kappa 0.396907 kb_relative_information_score 208.671023 mean_absolute_error 0.327807 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.754103 [0.798718,0.65] predictive_accuracy 0.766 prior_entropy 0.881778 recall 0.766 [0.89,0.476667] relative_absolute_error 0.780197 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.404832 root_relative_squared_error 0.883415 scimark_benchmark 1315.54474851044 [ 1320.8920849798, 886.31248050941, 442.990942493871, 1727.62195616228, 2199.90627840684 ] total_cost 0 usercpu_time_millis 24.727 usercpu_time_millis_testing 1.081 usercpu_time_millis_training 23.646 area_under_roc_curve 0.860952 [0.860952,0.860952] area_under_roc_curve 0.711905 [0.711905,0.711905] area_under_roc_curve 0.745714 [0.745714,0.745714] area_under_roc_curve 0.775238 [0.775238,0.775238] area_under_roc_curve 0.822857 [0.822857,0.822857] area_under_roc_curve 0.791905 [0.791905,0.791905] area_under_roc_curve 0.811429 [0.811429,0.811429] area_under_roc_curve 0.851429 [0.851429,0.851429] area_under_roc_curve 0.784762 [0.784762,0.784762] area_under_roc_curve 0.73 [0.73,0.73] 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 0.795635 [0.861111,0.642857] f_measure 0.726046 [0.836601,0.468085] f_measure 0.722382 [0.813793,0.509091] f_measure 0.788965 [0.851064,0.644068] f_measure 0.748025 [0.837838,0.538462] f_measure 0.748025 [0.837838,0.538462] f_measure 0.790021 [0.864865,0.615385] f_measure 0.769879 [0.862745,0.553191] f_measure 0.727027 [0.824324,0.5] f_measure 0.717763 [0.828947,0.458333] kappa 0.50495 kappa 0.320652 kappa 0.325 kappa 0.495192 kappa 0.381443 kappa 0.381443 kappa 0.484536 kappa 0.429348 kappa 0.329897 kappa 0.301075 kb_relative_information_score 25.633286 kb_relative_information_score 15.470484 kb_relative_information_score 15.646823 kb_relative_information_score 19.232043 kb_relative_information_score 21.454279 kb_relative_information_score 23.780961 kb_relative_information_score 25.337288 kb_relative_information_score 27.533427 kb_relative_information_score 19.303918 kb_relative_information_score 15.278515 mean_absolute_error 0.311855 mean_absolute_error 0.340842 mean_absolute_error 0.345509 mean_absolute_error 0.336081 mean_absolute_error 0.3315 mean_absolute_error 0.313748 mean_absolute_error 0.307022 mean_absolute_error 0.307246 mean_absolute_error 0.336324 mean_absolute_error 0.347945 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 0.794179 [0.837838,0.692308] precision 0.733877 [0.771084,0.647059] precision 0.718667 [0.786667,0.56] precision 0.788101 [0.84507,0.655172] precision 0.747319 [0.794872,0.636364] precision 0.747319 [0.794872,0.636364] precision 0.792541 [0.820513,0.727273] precision 0.786038 [0.795181,0.764706] precision 0.724709 [0.782051,0.590909] precision 0.721138 [0.768293,0.611111] predictive_accuracy 0.8 predictive_accuracy 0.75 predictive_accuracy 0.73 predictive_accuracy 0.79 predictive_accuracy 0.76 predictive_accuracy 0.76 predictive_accuracy 0.8 predictive_accuracy 0.79 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 [0.885714,0.6] recall 0.75 [0.914286,0.366667] recall 0.73 [0.842857,0.466667] recall 0.79 [0.857143,0.633333] recall 0.76 [0.885714,0.466667] recall 0.76 [0.885714,0.466667] recall 0.8 [0.914286,0.533333] recall 0.79 [0.942857,0.433333] recall 0.74 [0.871429,0.433333] recall 0.74 [0.9,0.366667] relative_absolute_error 0.74223 relative_absolute_error 0.81122 relative_absolute_error 0.822327 relative_absolute_error 0.799888 relative_absolute_error 0.788986 relative_absolute_error 0.746736 relative_absolute_error 0.730727 relative_absolute_error 0.73126 relative_absolute_error 0.800466 relative_absolute_error 0.828126 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 0.375351 root_mean_squared_error 0.429623 root_mean_squared_error 0.424346 root_mean_squared_error 0.408431 root_mean_squared_error 0.397997 root_mean_squared_error 0.402444 root_mean_squared_error 0.392867 root_mean_squared_error 0.380017 root_mean_squared_error 0.408486 root_mean_squared_error 0.424921 root_relative_squared_error 0.819082 root_relative_squared_error 0.937513 root_relative_squared_error 0.925999 root_relative_squared_error 0.891268 root_relative_squared_error 0.8685 root_relative_squared_error 0.878204 root_relative_squared_error 0.857306 root_relative_squared_error 0.829265 root_relative_squared_error 0.891389 root_relative_squared_error 0.927253 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