7835095 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5866783 num.trees 1691 6794 mtry 14 6794 replace FALSE 6794 sample.fraction 0.52080200156197 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 16593943 description https://api.openml.org/data/download/16593943/description18a4923441649.xml -1 16593944 predictions https://api.openml.org/data/download/16593944/predictions18a493bd21af.arff area_under_roc_curve 0.792257 [0.792257,0.792257] average_cost 0 f_measure 0.765486 [0.850806,0.566406] kappa 0.423077 kb_relative_information_score 215.672072 mean_absolute_error 0.326751 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.767498 [0.803299,0.683962] predictive_accuracy 0.778 prior_entropy 0.881778 recall 0.778 [0.904286,0.483333] relative_absolute_error 0.777682 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.402324 root_relative_squared_error 0.877942 scimark_benchmark 1303.04649844257 [ 1310.3123582068, 889.144162842227, 443.789227959988, 1705.37819570565, 2166.60854749817 ] total_cost 0 usercpu_time_millis 71.71 usercpu_time_millis_testing 3.91499999999998 usercpu_time_millis_training 67.795 area_under_roc_curve 0.868095 [0.868095,0.868095] area_under_roc_curve 0.72 [0.72,0.72] area_under_roc_curve 0.750952 [0.750952,0.750952] area_under_roc_curve 0.784286 [0.784286,0.784286] area_under_roc_curve 0.827619 [0.827619,0.827619] area_under_roc_curve 0.801429 [0.801429,0.801429] area_under_roc_curve 0.81 [0.81,0.81] area_under_roc_curve 0.858571 [0.858571,0.858571] area_under_roc_curve 0.770952 [0.770952,0.770952] area_under_roc_curve 0.744286 [0.744286,0.744286] 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 0.804639 [0.868966,0.654545] f_measure 0.72043 [0.83871,0.444444] f_measure 0.730898 [0.821918,0.518519] f_measure 0.79796 [0.859155,0.655172] f_measure 0.765333 [0.853333,0.56] f_measure 0.769023 [0.851351,0.576923] f_measure 0.820134 [0.885906,0.666667] f_measure 0.769879 [0.862745,0.553191] f_measure 0.735492 [0.832215,0.509804] f_measure 0.731045 [0.834437,0.489796] kappa 0.525 kappa 0.305556 kappa 0.343434 kappa 0.514563 kappa 0.421053 kappa 0.43299 kappa 0.557292 kappa 0.429348 kappa 0.348958 kappa 0.335106 kb_relative_information_score 26.98087 kb_relative_information_score 16.422549 kb_relative_information_score 16.774971 kb_relative_information_score 19.820303 kb_relative_information_score 21.8708 kb_relative_information_score 24.028791 kb_relative_information_score 25.288297 kb_relative_information_score 28.513928 kb_relative_information_score 19.651371 kb_relative_information_score 16.320191 mean_absolute_error 0.309789 mean_absolute_error 0.339233 mean_absolute_error 0.341596 mean_absolute_error 0.334674 mean_absolute_error 0.330239 mean_absolute_error 0.314443 mean_absolute_error 0.309814 mean_absolute_error 0.305629 mean_absolute_error 0.336591 mean_absolute_error 0.345499 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 0.804 [0.84,0.72] precision 0.735294 [0.764706,0.666667] precision 0.727632 [0.789474,0.583333] precision 0.796627 [0.847222,0.678571] precision 0.77 [0.8,0.7] precision 0.76993 [0.807692,0.681818] precision 0.827667 [0.835443,0.809524] precision 0.786038 [0.795181,0.764706] precision 0.735081 [0.78481,0.619048] precision 0.733918 [0.777778,0.631579] predictive_accuracy 0.81 predictive_accuracy 0.75 predictive_accuracy 0.74 predictive_accuracy 0.8 predictive_accuracy 0.78 predictive_accuracy 0.78 predictive_accuracy 0.83 predictive_accuracy 0.79 predictive_accuracy 0.75 predictive_accuracy 0.75 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 [0.9,0.6] recall 0.75 [0.928571,0.333333] recall 0.74 [0.857143,0.466667] recall 0.8 [0.871429,0.633333] recall 0.78 [0.914286,0.466667] recall 0.78 [0.9,0.5] recall 0.83 [0.942857,0.566667] recall 0.79 [0.942857,0.433333] recall 0.75 [0.885714,0.433333] recall 0.75 [0.9,0.4] relative_absolute_error 0.737313 relative_absolute_error 0.807391 relative_absolute_error 0.813016 relative_absolute_error 0.796541 relative_absolute_error 0.785985 relative_absolute_error 0.748388 relative_absolute_error 0.737373 relative_absolute_error 0.727411 relative_absolute_error 0.801102 relative_absolute_error 0.822303 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 0.371073 root_mean_squared_error 0.426219 root_mean_squared_error 0.420302 root_mean_squared_error 0.40422 root_mean_squared_error 0.396152 root_mean_squared_error 0.398774 root_mean_squared_error 0.394726 root_mean_squared_error 0.378179 root_mean_squared_error 0.409454 root_mean_squared_error 0.420478 root_relative_squared_error 0.809747 root_relative_squared_error 0.930086 root_relative_squared_error 0.917173 root_relative_squared_error 0.88208 root_relative_squared_error 0.864474 root_relative_squared_error 0.870195 root_relative_squared_error 0.861361 root_relative_squared_error 0.825254 root_relative_squared_error 0.893501 root_relative_squared_error 0.917558 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