7831154 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5862844 num.trees 131 6794 mtry 4 6794 replace FALSE 6794 sample.fraction 0.631423751171678 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 16586085 description https://api.openml.org/data/download/16586085/descriptioneca1c4feec5.xml -1 16586086 predictions https://api.openml.org/data/download/16586086/predictionseca357df8.arff area_under_roc_curve 0.708038 [0.708038,0.708038] average_cost 0 f_measure 0.749616 [0.858794,0.4] kappa 0.269464 kb_relative_information_score 85.481635 mean_absolute_error 0.301568 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.744953 [0.811232,0.53271] predictive_accuracy 0.77139 prior_entropy 0.792816 recall 0.77139 [0.912281,0.320225] relative_absolute_error 0.830665 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.409393 root_relative_squared_error 0.961379 scimark_benchmark 1327.02651224598 [ 1330.94953276305, 895.325755178677, 453.291065528129, 1728.2614965973, 2227.30471116273 ] total_cost 0 usercpu_time_millis 3.41499999999999 usercpu_time_millis_testing 0.286999999999992 usercpu_time_millis_training 3.128 area_under_roc_curve 0.689571 [0.689571,0.689571] area_under_roc_curve 0.803606 [0.803606,0.803606] area_under_roc_curve 0.616959 [0.616959,0.616959] area_under_roc_curve 0.668129 [0.668129,0.668129] area_under_roc_curve 0.796296 [0.796296,0.796296] area_under_roc_curve 0.66423 [0.66423,0.66423] area_under_roc_curve 0.700292 [0.700292,0.700292] area_under_roc_curve 0.675926 [0.675926,0.675926] area_under_roc_curve 0.745614 [0.745614,0.745614] area_under_roc_curve 0.707946 [0.707946,0.707946] 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 0.733583 [0.852459,0.357143] f_measure 0.754243 [0.870968,0.384615] f_measure 0.6552 [0.834646,0.086957] f_measure 0.770667 [0.866667,0.466667] f_measure 0.788073 [0.87395,0.516129] f_measure 0.752533 [0.859504,0.413793] f_measure 0.749068 [0.847458,0.4375] f_measure 0.733583 [0.852459,0.357143] f_measure 0.818076 [0.888889,0.580645] f_measure 0.717387 [0.842975,0.296296] kappa 0.224138 kappa 0.277978 kappa -0.019417 kappa 0.339934 kappa 0.394184 kappa 0.283305 kappa 0.287975 kappa 0.224138 kappa 0.470847 kappa 0.15199 kb_relative_information_score 7.887271 kb_relative_information_score 13.969114 kb_relative_information_score -0.167931 kb_relative_information_score 7.006194 kb_relative_information_score 18.328852 kb_relative_information_score 4.794148 kb_relative_information_score 10.148544 kb_relative_information_score 4.896946 kb_relative_information_score 13.603732 kb_relative_information_score 5.014766 mean_absolute_error 0.303474 mean_absolute_error 0.289985 mean_absolute_error 0.331646 mean_absolute_error 0.305658 mean_absolute_error 0.273941 mean_absolute_error 0.316207 mean_absolute_error 0.294513 mean_absolute_error 0.317359 mean_absolute_error 0.273094 mean_absolute_error 0.309533 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 0.728 [0.8,0.5] precision 0.762537 [0.80597,0.625] precision 0.623429 [0.757143,0.2] precision 0.767302 [0.825397,0.583333] precision 0.785112 [0.83871,0.615385] precision 0.748409 [0.8125,0.545455] precision 0.742951 [0.819672,0.5] precision 0.728 [0.8,0.5] precision 0.815251 [0.866667,0.642857] precision 0.705701 [0.796875,0.4] predictive_accuracy 0.76 predictive_accuracy 0.786667 predictive_accuracy 0.72 predictive_accuracy 0.786667 predictive_accuracy 0.8 predictive_accuracy 0.773333 predictive_accuracy 0.76 predictive_accuracy 0.76 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 0.76 [0.912281,0.277778] recall 0.786667 [0.947368,0.277778] recall 0.72 [0.929825,0.055556] recall 0.786667 [0.912281,0.388889] recall 0.8 [0.912281,0.444444] recall 0.773333 [0.912281,0.333333] recall 0.76 [0.877193,0.388889] recall 0.76 [0.912281,0.277778] recall 0.824324 [0.912281,0.529412] recall 0.743243 [0.894737,0.235294] relative_absolute_error 0.833476 relative_absolute_error 0.796428 relative_absolute_error 0.910849 relative_absolute_error 0.839475 relative_absolute_error 0.752366 relative_absolute_error 0.868447 relative_absolute_error 0.808865 relative_absolute_error 0.871611 relative_absolute_error 0.761261 relative_absolute_error 0.862837 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 0.410307 root_mean_squared_error 0.383845 root_mean_squared_error 0.453469 root_mean_squared_error 0.421603 root_mean_squared_error 0.366877 root_mean_squared_error 0.419618 root_mean_squared_error 0.413823 root_mean_squared_error 0.418844 root_mean_squared_error 0.384072 root_mean_squared_error 0.414581 root_relative_squared_error 0.960715 root_relative_squared_error 0.898756 root_relative_squared_error 1.061777 root_relative_squared_error 0.987163 root_relative_squared_error 0.859026 root_relative_squared_error 0.982515 root_relative_squared_error 0.968947 root_relative_squared_error 0.980703 root_relative_squared_error 0.912818 root_relative_squared_error 0.985329 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