7829950 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5861641 num.trees 794 6794 mtry 4 6794 sample.fraction 0.847552205924876 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 16583685 description https://api.openml.org/data/download/16583685/description88ff471c4d12.xml -1 16583686 predictions https://api.openml.org/data/download/16583686/predictions88ff60148b5d.arff area_under_roc_curve 0.711305 [0.711305,0.711305] average_cost 0 f_measure 0.743551 [0.854305,0.388889] kappa 0.25312 kb_relative_information_score 84.473972 mean_absolute_error 0.302732 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.737462 [0.808777,0.509091] predictive_accuracy 0.764706 prior_entropy 0.792816 recall 0.764706 [0.905263,0.314607] relative_absolute_error 0.833871 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.408292 root_relative_squared_error 0.958792 scimark_benchmark 1333.64255400914 [ 1344.88404674061, 917.369590987383, 451.514186799412, 1724.3553417594, 2230.08960375892 ] total_cost 0 usercpu_time_millis 19.406 usercpu_time_millis_testing 1.805 usercpu_time_millis_training 17.601 area_under_roc_curve 0.711988 [0.711988,0.711988] area_under_roc_curve 0.782164 [0.782164,0.782164] area_under_roc_curve 0.633528 [0.633528,0.633528] area_under_roc_curve 0.690546 [0.690546,0.690546] area_under_roc_curve 0.794347 [0.794347,0.794347] area_under_roc_curve 0.655458 [0.655458,0.655458] area_under_roc_curve 0.703216 [0.703216,0.703216] area_under_roc_curve 0.688596 [0.688596,0.688596] area_under_roc_curve 0.746646 [0.746646,0.746646] area_under_roc_curve 0.698142 [0.698142,0.698142] 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 0.663068 [0.84375,0.090909] f_measure 0.749068 [0.847458,0.4375] f_measure 0.781647 [0.876033,0.482759] f_measure 0.731559 [0.840336,0.387097] f_measure 0.749068 [0.847458,0.4375] f_measure 0.733583 [0.852459,0.357143] f_measure 0.80653 [0.87931,0.5625] f_measure 0.707529 [0.833333,0.285714] kappa 0.224138 kappa 0.277978 kappa 0.003984 kappa 0.287975 kappa 0.367622 kappa 0.232633 kappa 0.287975 kappa 0.224138 kappa 0.442411 kappa 0.128386 kb_relative_information_score 9.063585 kb_relative_information_score 12.983167 kb_relative_information_score 0.704264 kb_relative_information_score 6.127751 kb_relative_information_score 17.713479 kb_relative_information_score 4.719947 kb_relative_information_score 9.734928 kb_relative_information_score 5.669276 kb_relative_information_score 14.102891 kb_relative_information_score 3.654682 mean_absolute_error 0.301049 mean_absolute_error 0.293134 mean_absolute_error 0.329544 mean_absolute_error 0.30854 mean_absolute_error 0.276581 mean_absolute_error 0.31613 mean_absolute_error 0.295611 mean_absolute_error 0.318944 mean_absolute_error 0.272412 mean_absolute_error 0.315137 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 0.638028 [0.760563,0.25] precision 0.742951 [0.819672,0.5] precision 0.782102 [0.828125,0.636364] precision 0.723672 [0.806452,0.461538] precision 0.742951 [0.819672,0.5] precision 0.728 [0.8,0.5] precision 0.803665 [0.864407,0.6] precision 0.694864 [0.793651,0.363636] predictive_accuracy 0.76 predictive_accuracy 0.786667 predictive_accuracy 0.733333 predictive_accuracy 0.76 predictive_accuracy 0.8 predictive_accuracy 0.746667 predictive_accuracy 0.76 predictive_accuracy 0.76 predictive_accuracy 0.810811 predictive_accuracy 0.72973 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 0.733333 [0.947368,0.055556] recall 0.76 [0.877193,0.388889] recall 0.8 [0.929825,0.388889] recall 0.746667 [0.877193,0.333333] recall 0.76 [0.877193,0.388889] recall 0.76 [0.912281,0.277778] recall 0.810811 [0.894737,0.529412] recall 0.72973 [0.877193,0.235294] relative_absolute_error 0.826815 relative_absolute_error 0.805078 relative_absolute_error 0.905076 relative_absolute_error 0.847389 relative_absolute_error 0.759615 relative_absolute_error 0.868236 relative_absolute_error 0.811881 relative_absolute_error 0.875964 relative_absolute_error 0.759359 relative_absolute_error 0.878457 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 0.40626 root_mean_squared_error 0.384971 root_mean_squared_error 0.446353 root_mean_squared_error 0.422359 root_mean_squared_error 0.370494 root_mean_squared_error 0.418658 root_mean_squared_error 0.41303 root_mean_squared_error 0.413134 root_mean_squared_error 0.380928 root_mean_squared_error 0.420819 root_relative_squared_error 0.951238 root_relative_squared_error 0.90139 root_relative_squared_error 1.045114 root_relative_squared_error 0.988934 root_relative_squared_error 0.867495 root_relative_squared_error 0.980268 root_relative_squared_error 0.967089 root_relative_squared_error 0.967333 root_relative_squared_error 0.905345 root_relative_squared_error 1.000154 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