7830452 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5862142 num.trees 1693 6794 mtry 1 6794 sample.fraction 0.825732266693376 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 AzureBot13 botV1 mlrRandomBot sciBenchV1.0 1464 blood-transfusion-service-center https://www.openml.org/data/download/1586225/php0iVrYT -1 16584683 description https://api.openml.org/data/download/16584683/descriptionbcbd565104af.xml -1 16584684 predictions https://api.openml.org/data/download/16584684/predictionsbcbd2e5327fc.arff area_under_roc_curve 0.726207 [0.726207,0.726207] average_cost 0 f_measure 0.738573 [0.86039,0.348485] kappa 0.22894 kb_relative_information_score 91.982109 mean_absolute_error 0.306473 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.737371 [0.800604,0.534884] predictive_accuracy 0.770053 prior_entropy 0.792816 recall 0.770053 [0.929825,0.258427] relative_absolute_error 0.844175 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.396754 root_relative_squared_error 0.931697 scimark_benchmark 1338.69000623322 [ 1335.54819982374, 895.325339181504, 448.659890858341, 1740.95127914533, 2272.96532215718 ] total_cost 0 usercpu_time_millis 26.443 usercpu_time_millis_testing 3.14899999999999 usercpu_time_millis_training 23.294 area_under_roc_curve 0.744152 [0.744152,0.744152] area_under_roc_curve 0.824074 [0.824074,0.824074] area_under_roc_curve 0.637427 [0.637427,0.637427] area_under_roc_curve 0.699318 [0.699318,0.699318] area_under_roc_curve 0.844055 [0.844055,0.844055] area_under_roc_curve 0.680799 [0.680799,0.680799] area_under_roc_curve 0.704191 [0.704191,0.704191] area_under_roc_curve 0.705166 [0.705166,0.705166] area_under_roc_curve 0.744582 [0.744582,0.744582] area_under_roc_curve 0.727038 [0.727038,0.727038] 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 0.713713 [0.845528,0.296296] f_measure 0.720876 [0.866142,0.26087] f_measure 0.647302 [0.825397,0.083333] f_measure 0.770667 [0.866667,0.466667] f_measure 0.773984 [0.878049,0.444444] f_measure 0.730455 [0.875,0.272727] f_measure 0.72342 [0.842975,0.344828] f_measure 0.754243 [0.870968,0.384615] f_measure 0.812871 [0.890756,0.551724] f_measure 0.717387 [0.842975,0.296296] kappa 0.162257 kappa 0.174757 kappa -0.041667 kappa 0.339934 kappa 0.338624 kappa 0.203187 kappa 0.198988 kappa 0.277978 kappa 0.44649 kappa 0.15199 kb_relative_information_score 10.430407 kb_relative_information_score 13.399548 kb_relative_information_score 2.498866 kb_relative_information_score 6.172956 kb_relative_information_score 17.693293 kb_relative_information_score 6.335213 kb_relative_information_score 9.103005 kb_relative_information_score 7.960336 kb_relative_information_score 11.43368 kb_relative_information_score 6.954806 mean_absolute_error 0.304564 mean_absolute_error 0.297366 mean_absolute_error 0.332209 mean_absolute_error 0.316275 mean_absolute_error 0.277649 mean_absolute_error 0.315155 mean_absolute_error 0.306549 mean_absolute_error 0.316855 mean_absolute_error 0.289601 mean_absolute_error 0.308307 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.358739 mean_prior_absolute_error 0.358739 number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 74 [57,17] number_of_instances 74 [57,17] precision 0.705455 [0.787879,0.444444] precision 0.741143 [0.785714,0.6] precision 0.612754 [0.753623,0.166667] precision 0.767302 [0.825397,0.583333] precision 0.781818 [0.818182,0.666667] precision 0.779437 [0.788732,0.75] precision 0.714716 [0.796875,0.454545] precision 0.762537 [0.80597,0.625] precision 0.81161 [0.854839,0.666667] precision 0.705701 [0.796875,0.4] predictive_accuracy 0.746667 predictive_accuracy 0.773333 predictive_accuracy 0.706667 predictive_accuracy 0.786667 predictive_accuracy 0.8 predictive_accuracy 0.786667 predictive_accuracy 0.746667 predictive_accuracy 0.786667 predictive_accuracy 0.824324 predictive_accuracy 0.743243 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 recall 0.746667 [0.912281,0.222222] recall 0.773333 [0.964912,0.166667] recall 0.706667 [0.912281,0.055556] recall 0.786667 [0.912281,0.388889] recall 0.8 [0.947368,0.333333] recall 0.786667 [0.982456,0.166667] recall 0.746667 [0.894737,0.277778] recall 0.786667 [0.947368,0.277778] recall 0.824324 [0.929825,0.470588] recall 0.743243 [0.894737,0.235294] relative_absolute_error 0.836469 relative_absolute_error 0.8167 relative_absolute_error 0.912394 relative_absolute_error 0.868634 relative_absolute_error 0.762548 relative_absolute_error 0.865557 relative_absolute_error 0.84192 relative_absolute_error 0.870225 relative_absolute_error 0.807277 relative_absolute_error 0.859421 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.420754 root_mean_prior_squared_error 0.420754 root_mean_squared_error 0.397626 root_mean_squared_error 0.379669 root_mean_squared_error 0.430718 root_mean_squared_error 0.412499 root_mean_squared_error 0.362449 root_mean_squared_error 0.407748 root_mean_squared_error 0.399435 root_mean_squared_error 0.39627 root_mean_squared_error 0.377897 root_mean_squared_error 0.398776 root_relative_squared_error 0.931022 root_relative_squared_error 0.888977 root_relative_squared_error 1.008507 root_relative_squared_error 0.965847 root_relative_squared_error 0.848658 root_relative_squared_error 0.954722 root_relative_squared_error 0.935259 root_relative_squared_error 0.927847 root_relative_squared_error 0.898143 root_relative_squared_error 0.947765 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