7834831 2702 OpenML_Bot R 10101 Supervised Classification 6767 mlr.classif.xgboost(9) 5866519 booster gblinear 6767 eta 0.0905220036657294 6767 subsample 0.628148760553449 6767 lambda 816.878448238546 6767 alpha 0.581323932311673 6767 nthread 1 6767 nrounds 899 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 16593417 description https://api.openml.org/data/download/16593417/description10c9117d2e5f.xml -1 16593418 predictions https://api.openml.org/data/download/16593418/predictions10c94546fddf.arff area_under_roc_curve 0.751538 [0.751538,0.751538] average_cost 0 f_measure 0.70405 [0.867133,0.181818] kappa 0.119673 kb_relative_information_score 70.763858 mean_absolute_error 0.312336 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.738897 [0.778243,0.612903] predictive_accuracy 0.77139 prior_entropy 0.792816 recall 0.77139 [0.978947,0.106742] relative_absolute_error 0.860325 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.393481 root_relative_squared_error 0.924012 scimark_benchmark 1331.27731662475 [ 1364.47514263799, 918.140199994378, 459.820020684029, 1732.25234964611, 2181.69887016122 ] total_cost 0 usercpu_time_millis 3.64399999999999 usercpu_time_millis_testing 0.0109999999999921 usercpu_time_millis_training 3.633 area_under_roc_curve 0.776316 [0.776316,0.776316] area_under_roc_curve 0.841618 [0.841618,0.841618] area_under_roc_curve 0.67154 [0.67154,0.67154] area_under_roc_curve 0.685673 [0.685673,0.685673] area_under_roc_curve 0.774854 [0.774854,0.774854] area_under_roc_curve 0.741228 [0.741228,0.741228] area_under_roc_curve 0.789961 [0.789961,0.789961] area_under_roc_curve 0.746101 [0.746101,0.746101] area_under_roc_curve 0.736326 [0.736326,0.736326] area_under_roc_curve 0.77451 [0.77451,0.77451] 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 0.670919 [0.852713,0.095238] 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 0.692944 [0.868217,0.105263] kappa 0.02863 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 0.059791 kb_relative_information_score 6.177286 kb_relative_information_score 12.953293 kb_relative_information_score -1.084716 kb_relative_information_score 2.148302 kb_relative_information_score 13.296698 kb_relative_information_score 7.560721 kb_relative_information_score 11.894116 kb_relative_information_score 3.896108 kb_relative_information_score 6.489085 kb_relative_information_score 7.432965 mean_absolute_error 0.317582 mean_absolute_error 0.29295 mean_absolute_error 0.343847 mean_absolute_error 0.333614 mean_absolute_error 0.289496 mean_absolute_error 0.310103 mean_absolute_error 0.295331 mean_absolute_error 0.324827 mean_absolute_error 0.305036 mean_absolute_error 0.310454 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 0.660556 [0.763889,0.333333] 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 0.713964 [0.777778,0.5] predictive_accuracy 0.746667 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 0.77027 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 0.746667 [0.964912,0.055556] 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 0.77027 [0.982456,0.058824] relative_absolute_error 0.872222 relative_absolute_error 0.804572 relative_absolute_error 0.944358 relative_absolute_error 0.916254 relative_absolute_error 0.795086 relative_absolute_error 0.851683 relative_absolute_error 0.811112 relative_absolute_error 0.892121 relative_absolute_error 0.850302 relative_absolute_error 0.865405 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 0.395685 root_mean_squared_error 0.370984 root_mean_squared_error 0.420014 root_mean_squared_error 0.427471 root_mean_squared_error 0.374816 root_mean_squared_error 0.396637 root_mean_squared_error 0.374889 root_mean_squared_error 0.395849 root_mean_squared_error 0.388761 root_mean_squared_error 0.385517 root_relative_squared_error 0.926478 root_relative_squared_error 0.868643 root_relative_squared_error 0.983444 root_relative_squared_error 1.000903 root_relative_squared_error 0.877614 root_relative_squared_error 0.928708 root_relative_squared_error 0.877785 root_relative_squared_error 0.926861 root_relative_squared_error 0.923962 root_relative_squared_error 0.916253 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