7834523 2702 OpenML_Bot R 10101 Supervised Classification 6767 mlr.classif.xgboost(9) 5866211 booster gblinear 6767 eta 0.0171114872146899 6767 subsample 0.24327375725843 6767 lambda 11.5013112453308 6767 alpha 28.3055056680573 6767 nthread 1 6767 nrounds 2504 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot13 botV1 mlrRandomBot sciBenchV1.0 1464 blood-transfusion-service-center https://www.openml.org/data/download/1586225/php0iVrYT -1 16592803 description https://api.openml.org/data/download/16592803/descriptiondfd67381e2f3.xml -1 16592804 predictions https://api.openml.org/data/download/16592804/predictionsdfd679f43fcb.arff area_under_roc_curve 0.751991 [0.751991,0.751991] average_cost 0 f_measure 0.705738 [0.866926,0.189573] kappa 0.124398 kb_relative_information_score 71.306425 mean_absolute_error 0.311028 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.737862 [0.779021,0.606061] predictive_accuracy 0.77139 prior_entropy 0.792816 recall 0.77139 [0.977193,0.11236] relative_absolute_error 0.856722 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.393037 root_relative_squared_error 0.922969 scimark_benchmark 1325.25401935127 [ 1358.66190265876, 914.766203655352, 450.042615116433, 1696.90504364217, 2205.89433168362 ] total_cost 0 usercpu_time_millis 10.605 usercpu_time_millis_testing 0.00699999999999434 usercpu_time_millis_training 10.598 area_under_roc_curve 0.77924 [0.77924,0.77924] area_under_roc_curve 0.838694 [0.838694,0.838694] area_under_roc_curve 0.675439 [0.675439,0.675439] area_under_roc_curve 0.688596 [0.688596,0.688596] area_under_roc_curve 0.777778 [0.777778,0.777778] area_under_roc_curve 0.741228 [0.741228,0.741228] area_under_roc_curve 0.785088 [0.785088,0.785088] area_under_roc_curve 0.739279 [0.739279,0.739279] area_under_roc_curve 0.735294 [0.735294,0.735294] area_under_roc_curve 0.776574 [0.776574,0.776574] 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 0.663068 [0.84375,0.090909] f_measure 0.714462 [0.876923,0.2] f_measure 0.643077 [0.846154,0] f_measure 0.663068 [0.84375,0.090909] f_measure 0.775556 [0.888889,0.416667] f_measure 0.686637 [0.870229,0.105263] f_measure 0.740199 [0.883721,0.285714] f_measure 0.720876 [0.866142,0.26087] f_measure 0.719932 [0.875,0.2] f_measure 0.719932 [0.875,0.2] kappa 0.003984 kappa 0.159664 kappa -0.05042 kappa 0.003984 kappa 0.337121 kappa 0.082073 kappa 0.233129 kappa 0.174757 kappa 0.140784 kappa 0.140784 kb_relative_information_score 6.259565 kb_relative_information_score 13.181426 kb_relative_information_score -0.520636 kb_relative_information_score 2.282538 kb_relative_information_score 13.260151 kb_relative_information_score 7.507411 kb_relative_information_score 11.42978 kb_relative_information_score 3.583672 kb_relative_information_score 6.458419 kb_relative_information_score 7.864097 mean_absolute_error 0.315995 mean_absolute_error 0.29159 mean_absolute_error 0.341241 mean_absolute_error 0.3317 mean_absolute_error 0.288005 mean_absolute_error 0.30972 mean_absolute_error 0.294838 mean_absolute_error 0.324683 mean_absolute_error 0.304463 mean_absolute_error 0.307918 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 0.638028 [0.760563,0.25] precision 0.833425 [0.780822,1] precision 0.572603 [0.753425,0] precision 0.638028 [0.760563,0.25] precision 0.816812 [0.811594,0.833333] precision 0.825405 [0.77027,1] precision 0.841667 [0.791667,1] precision 0.741143 [0.785714,0.6] precision 0.76069 [0.788732,0.666667] precision 0.76069 [0.788732,0.666667] predictive_accuracy 0.733333 predictive_accuracy 0.786667 predictive_accuracy 0.733333 predictive_accuracy 0.733333 predictive_accuracy 0.813333 predictive_accuracy 0.773333 predictive_accuracy 0.8 predictive_accuracy 0.773333 predictive_accuracy 0.783784 predictive_accuracy 0.783784 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 0.733333 [0.947368,0.055556] recall 0.786667 [1,0.111111] recall 0.733333 [0.964912,0] recall 0.733333 [0.947368,0.055556] recall 0.813333 [0.982456,0.277778] recall 0.773333 [1,0.055556] recall 0.8 [1,0.166667] recall 0.773333 [0.964912,0.166667] recall 0.783784 [0.982456,0.117647] recall 0.783784 [0.982456,0.117647] relative_absolute_error 0.867864 relative_absolute_error 0.800836 relative_absolute_error 0.9372 relative_absolute_error 0.910996 relative_absolute_error 0.790992 relative_absolute_error 0.850629 relative_absolute_error 0.809757 relative_absolute_error 0.891726 relative_absolute_error 0.848704 relative_absolute_error 0.858334 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 0.394774 root_mean_squared_error 0.370185 root_mean_squared_error 0.416937 root_mean_squared_error 0.426907 root_mean_squared_error 0.375313 root_mean_squared_error 0.396812 root_mean_squared_error 0.376047 root_mean_squared_error 0.39644 root_mean_squared_error 0.389473 root_mean_squared_error 0.383523 root_relative_squared_error 0.924345 root_relative_squared_error 0.866771 root_relative_squared_error 0.97624 root_relative_squared_error 0.999582 root_relative_squared_error 0.878777 root_relative_squared_error 0.929118 root_relative_squared_error 0.880497 root_relative_squared_error 0.928245 root_relative_squared_error 0.925655 root_relative_squared_error 0.911514 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