7830442 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5862132 num.trees 873 6794 mtry 3 6794 replace FALSE 6794 sample.fraction 0.996438132040203 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 16584663 description https://api.openml.org/data/download/16584663/descriptionbd0915428d9e.xml -1 16584664 predictions https://api.openml.org/data/download/16584664/predictionsbd092520bc55.arff area_under_roc_curve 0.677016 [0.677016,0.677016] average_cost 0 f_measure 0.73256 [0.846218,0.368601] kappa 0.223561 kb_relative_information_score 72.034478 mean_absolute_error 0.300863 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.724497 [0.804107,0.469565] predictive_accuracy 0.752674 prior_entropy 0.792816 recall 0.752674 [0.892982,0.303371] relative_absolute_error 0.828722 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.427232 root_relative_squared_error 1.003268 scimark_benchmark 1339.87825876956 [ 1351.11799659324, 913.95139201794, 449.893082382911, 1734.93274210361, 2249.4960807501 ] total_cost 0 usercpu_time_millis 22.208 usercpu_time_millis_testing 2.38 usercpu_time_millis_training 19.828 area_under_roc_curve 0.647661 [0.647661,0.647661] area_under_roc_curve 0.720273 [0.720273,0.720273] area_under_roc_curve 0.640351 [0.640351,0.640351] area_under_roc_curve 0.635478 [0.635478,0.635478] area_under_roc_curve 0.77924 [0.77924,0.77924] area_under_roc_curve 0.62768 [0.62768,0.62768] area_under_roc_curve 0.68616 [0.68616,0.68616] area_under_roc_curve 0.604776 [0.604776,0.604776] area_under_roc_curve 0.743034 [0.743034,0.743034] area_under_roc_curve 0.678535 [0.678535,0.678535] 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 0.675045 [0.806723,0.258065] f_measure 0.723524 [0.854839,0.307692] f_measure 0.623306 [0.796748,0.074074] f_measure 0.744149 [0.834783,0.457143] f_measure 0.781647 [0.876033,0.482759] f_measure 0.733583 [0.852459,0.357143] f_measure 0.759816 [0.857143,0.451613] f_measure 0.733583 [0.852459,0.357143] f_measure 0.846064 [0.905983,0.645161] f_measure 0.687638 [0.826446,0.222222] kappa 0.071082 kappa 0.187726 kappa -0.102293 kappa 0.292101 kappa 0.367622 kappa 0.224138 kappa 0.313409 kappa 0.224138 kappa 0.552255 kappa 0.062726 kb_relative_information_score -1.550418 kb_relative_information_score 11.280743 kb_relative_information_score 1.012175 kb_relative_information_score 4.299769 kb_relative_information_score 15.326196 kb_relative_information_score 5.379918 kb_relative_information_score 10.786126 kb_relative_information_score 2.388102 kb_relative_information_score 18.831964 kb_relative_information_score 4.279903 mean_absolute_error 0.334908 mean_absolute_error 0.291211 mean_absolute_error 0.32274 mean_absolute_error 0.312568 mean_absolute_error 0.273729 mean_absolute_error 0.314813 mean_absolute_error 0.284314 mean_absolute_error 0.320945 mean_absolute_error 0.248831 mean_absolute_error 0.303919 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 0.662233 [0.774194,0.307692] precision 0.721194 [0.791045,0.5] precision 0.590909 [0.742424,0.111111] precision 0.741907 [0.827586,0.470588] precision 0.782102 [0.828125,0.636364] precision 0.728 [0.8,0.5] precision 0.754392 [0.822581,0.538462] precision 0.728 [0.8,0.5] precision 0.844498 [0.883333,0.714286] precision 0.670693 [0.78125,0.3] predictive_accuracy 0.693333 predictive_accuracy 0.76 predictive_accuracy 0.666667 predictive_accuracy 0.746667 predictive_accuracy 0.8 predictive_accuracy 0.76 predictive_accuracy 0.773333 predictive_accuracy 0.76 predictive_accuracy 0.851351 predictive_accuracy 0.716216 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 0.693333 [0.842105,0.222222] recall 0.76 [0.929825,0.222222] recall 0.666667 [0.859649,0.055556] recall 0.746667 [0.842105,0.444444] recall 0.8 [0.929825,0.388889] recall 0.76 [0.912281,0.277778] recall 0.773333 [0.894737,0.388889] recall 0.76 [0.912281,0.277778] recall 0.851351 [0.929825,0.588235] recall 0.716216 [0.877193,0.176471] relative_absolute_error 0.919808 relative_absolute_error 0.799796 relative_absolute_error 0.88639 relative_absolute_error 0.858451 relative_absolute_error 0.751783 relative_absolute_error 0.864617 relative_absolute_error 0.780853 relative_absolute_error 0.881459 relative_absolute_error 0.693627 relative_absolute_error 0.847188 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 0.455684 root_mean_squared_error 0.407431 root_mean_squared_error 0.452797 root_mean_squared_error 0.452288 root_mean_squared_error 0.388888 root_mean_squared_error 0.42865 root_mean_squared_error 0.428415 root_mean_squared_error 0.445365 root_mean_squared_error 0.376611 root_mean_squared_error 0.427544 root_relative_squared_error 1.066963 root_relative_squared_error 0.95398 root_relative_squared_error 1.060204 root_relative_squared_error 1.059011 root_relative_squared_error 0.910563 root_relative_squared_error 1.003663 root_relative_squared_error 1.003113 root_relative_squared_error 1.042801 root_relative_squared_error 0.895085 root_relative_squared_error 1.016137 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