7826467 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5858160 num.trees 1622 6794 mtry 4 6794 sample.fraction 0.633321767346933 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 16576753 description https://api.openml.org/data/download/16576753/description22805f77f89b.xml -1 16576754 predictions https://api.openml.org/data/download/16576754/predictions22807f56805e.arff area_under_roc_curve 0.717938 [0.717938,0.717938] average_cost 0 f_measure 0.752778 [0.861614,0.404255] kappa 0.277428 kb_relative_information_score 92.259275 mean_absolute_error 0.302049 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.74928 [0.812112,0.548077] predictive_accuracy 0.775401 prior_entropy 0.792816 recall 0.775401 [0.917544,0.320225] relative_absolute_error 0.831988 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.403129 root_relative_squared_error 0.946669 scimark_benchmark 1334.87187462557 [ 1331.47987998487, 915.471114240351, 455.416292469616, 1710.42994661757, 2261.56213981545 ] total_cost 0 usercpu_time_millis 33.06 usercpu_time_millis_testing 3.26799999999999 usercpu_time_millis_training 29.792 area_under_roc_curve 0.729532 [0.729532,0.729532] area_under_roc_curve 0.797758 [0.797758,0.797758] area_under_roc_curve 0.649123 [0.649123,0.649123] area_under_roc_curve 0.703216 [0.703216,0.703216] area_under_roc_curve 0.800195 [0.800195,0.800195] area_under_roc_curve 0.673977 [0.673977,0.673977] area_under_roc_curve 0.712963 [0.712963,0.712963] area_under_roc_curve 0.69152 [0.69152,0.69152] area_under_roc_curve 0.75387 [0.75387,0.75387] area_under_roc_curve 0.700206 [0.700206,0.700206] 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 0.759816 [0.857143,0.451613] f_measure 0.792787 [0.885246,0.5] f_measure 0.773984 [0.878049,0.444444] f_measure 0.749068 [0.847458,0.4375] f_measure 0.752533 [0.859504,0.413793] 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 0.313409 kappa 0.396552 kappa 0.338624 kappa 0.287975 kappa 0.283305 kappa 0.470847 kappa 0.15199 kb_relative_information_score 10.507332 kb_relative_information_score 14.617739 kb_relative_information_score 2.392034 kb_relative_information_score 7.427971 kb_relative_information_score 17.580739 kb_relative_information_score 5.355753 kb_relative_information_score 10.345317 kb_relative_information_score 6.871644 kb_relative_information_score 12.771892 kb_relative_information_score 4.388855 mean_absolute_error 0.299987 mean_absolute_error 0.291817 mean_absolute_error 0.326997 mean_absolute_error 0.305641 mean_absolute_error 0.277335 mean_absolute_error 0.314331 mean_absolute_error 0.295303 mean_absolute_error 0.316213 mean_absolute_error 0.279647 mean_absolute_error 0.313063 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 0.754392 [0.822581,0.538462] precision 0.799385 [0.830769,0.7] precision 0.781818 [0.818182,0.666667] precision 0.742951 [0.819672,0.5] precision 0.748409 [0.8125,0.545455] 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 0.773333 predictive_accuracy 0.813333 predictive_accuracy 0.8 predictive_accuracy 0.76 predictive_accuracy 0.773333 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 0.773333 [0.894737,0.388889] recall 0.813333 [0.947368,0.388889] recall 0.8 [0.947368,0.333333] recall 0.76 [0.877193,0.388889] recall 0.773333 [0.912281,0.333333] recall 0.824324 [0.912281,0.529412] recall 0.743243 [0.894737,0.235294] relative_absolute_error 0.8239 relative_absolute_error 0.801461 relative_absolute_error 0.89808 relative_absolute_error 0.839427 relative_absolute_error 0.761687 relative_absolute_error 0.863295 relative_absolute_error 0.811034 relative_absolute_error 0.868464 relative_absolute_error 0.779528 relative_absolute_error 0.872676 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 0.4021 root_mean_squared_error 0.376909 root_mean_squared_error 0.441025 root_mean_squared_error 0.41414 root_mean_squared_error 0.369036 root_mean_squared_error 0.415004 root_mean_squared_error 0.405121 root_mean_squared_error 0.407134 root_mean_squared_error 0.382686 root_mean_squared_error 0.412941 root_relative_squared_error 0.941498 root_relative_squared_error 0.882514 root_relative_squared_error 1.032639 root_relative_squared_error 0.96969 root_relative_squared_error 0.864082 root_relative_squared_error 0.971713 root_relative_squared_error 0.948571 root_relative_squared_error 0.953285 root_relative_squared_error 0.909525 root_relative_squared_error 0.98143 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