7826561 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5858254 num.trees 202 6794 mtry 3 6794 replace FALSE 6794 sample.fraction 0.486610548221506 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 16576938 description https://api.openml.org/data/download/16576938/description31483ed13276.xml -1 16576940 predictions https://api.openml.org/data/download/16576940/predictions314850b3c01a.arff area_under_roc_curve 0.722285 [0.722285,0.722285] average_cost 0 f_measure 0.746032 [0.858553,0.385714] kappa 0.256874 kb_relative_information_score 98.905167 mean_absolute_error 0.299616 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.741743 [0.80805,0.529412] predictive_accuracy 0.770053 prior_entropy 0.792816 recall 0.770053 [0.915789,0.303371] relative_absolute_error 0.825286 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.400917 root_relative_squared_error 0.941473 scimark_benchmark 1322.41598137774 [ 1333.97267492305, 900.034520656205, 455.407020977087, 1725.11052410604, 2197.55516622633 ] total_cost 0 usercpu_time_millis 3.33699999999999 usercpu_time_millis_testing 0.335999999999995 usercpu_time_millis_training 3.00099999999999 area_under_roc_curve 0.719786 [0.719786,0.719786] area_under_roc_curve 0.80848 [0.80848,0.80848] area_under_roc_curve 0.645224 [0.645224,0.645224] area_under_roc_curve 0.703216 [0.703216,0.703216] area_under_roc_curve 0.820663 [0.820663,0.820663] area_under_roc_curve 0.667154 [0.667154,0.667154] area_under_roc_curve 0.714912 [0.714912,0.714912] area_under_roc_curve 0.702242 [0.702242,0.702242] area_under_roc_curve 0.755934 [0.755934,0.755934] area_under_roc_curve 0.709494 [0.709494,0.709494] 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 0.73344 [0.864,0.32] f_measure 0.6552 [0.834646,0.086957] f_measure 0.749068 [0.847458,0.4375] f_measure 0.792787 [0.885246,0.5] f_measure 0.754243 [0.870968,0.384615] 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 0.214418 kappa -0.019417 kappa 0.287975 kappa 0.396552 kappa 0.277978 kappa 0.287975 kappa 0.224138 kappa 0.470847 kappa 0.15199 kb_relative_information_score 11.117636 kb_relative_information_score 15.807836 kb_relative_information_score 3.345832 kb_relative_information_score 7.658282 kb_relative_information_score 18.58365 kb_relative_information_score 5.678539 kb_relative_information_score 9.78349 kb_relative_information_score 7.231645 kb_relative_information_score 13.173438 kb_relative_information_score 6.524821 mean_absolute_error 0.298458 mean_absolute_error 0.285829 mean_absolute_error 0.326083 mean_absolute_error 0.305195 mean_absolute_error 0.272951 mean_absolute_error 0.314195 mean_absolute_error 0.297636 mean_absolute_error 0.312751 mean_absolute_error 0.276882 mean_absolute_error 0.305959 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 0.740672 [0.794118,0.571429] precision 0.623429 [0.757143,0.2] precision 0.742951 [0.819672,0.5] precision 0.799385 [0.830769,0.7] precision 0.762537 [0.80597,0.625] 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 0.773333 predictive_accuracy 0.72 predictive_accuracy 0.76 predictive_accuracy 0.813333 predictive_accuracy 0.786667 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 0.773333 [0.947368,0.222222] recall 0.72 [0.929825,0.055556] recall 0.76 [0.877193,0.388889] recall 0.813333 [0.947368,0.388889] recall 0.786667 [0.947368,0.277778] 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 0.8197 relative_absolute_error 0.785014 relative_absolute_error 0.895569 relative_absolute_error 0.838202 relative_absolute_error 0.749647 relative_absolute_error 0.86292 relative_absolute_error 0.817442 relative_absolute_error 0.858954 relative_absolute_error 0.771819 relative_absolute_error 0.852874 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 0.402156 root_mean_squared_error 0.373708 root_mean_squared_error 0.439222 root_mean_squared_error 0.412661 root_mean_squared_error 0.361971 root_mean_squared_error 0.415204 root_mean_squared_error 0.406377 root_mean_squared_error 0.402261 root_mean_squared_error 0.384475 root_mean_squared_error 0.405502 root_relative_squared_error 0.941629 root_relative_squared_error 0.87502 root_relative_squared_error 1.028418 root_relative_squared_error 0.966227 root_relative_squared_error 0.847539 root_relative_squared_error 0.97218 root_relative_squared_error 0.951512 root_relative_squared_error 0.941876 root_relative_squared_error 0.913778 root_relative_squared_error 0.963751 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