7835101 2702 OpenML_Bot R 10101 Supervised Classification 6767 mlr.classif.xgboost(9) 5866789 eta 0.128518100125748 6767 min_child_weight 18.30244370468 6767 subsample 0.852070480259135 6767 colsample_bytree 0.597634630510584 6767 colsample_bylevel 0.932147154817358 6767 lambda 0.00910485029572326 6767 alpha 0.82858533969337 6767 nthread 1 6767 nrounds 69 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 16593955 description https://api.openml.org/data/download/16593955/description3a0473f44236.xml -1 16593956 predictions https://api.openml.org/data/download/16593956/predictions3a047260d8b8.arff area_under_roc_curve 0.738843 [0.738843,0.738843] average_cost 0 f_measure 0.747798 [0.868654,0.360784] kappa 0.253502 kb_relative_information_score 78.137371 mean_absolute_error 0.310353 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.754287 [0.803279,0.597403] predictive_accuracy 0.782086 prior_entropy 0.792816 recall 0.782086 [0.945614,0.258427] relative_absolute_error 0.854861 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.394355 root_relative_squared_error 0.926064 scimark_benchmark 1327.898321493 [ 1341.78136904359, 911.57601217103, 449.393162475437, 1691.5664625319, 2245.17460124307 ] total_cost 0 usercpu_time_millis 1.027 usercpu_time_millis_testing 0.0160000000000018 usercpu_time_millis_training 1.011 area_under_roc_curve 0.759747 [0.759747,0.759747] area_under_roc_curve 0.860136 [0.860136,0.860136] area_under_roc_curve 0.692495 [0.692495,0.692495] area_under_roc_curve 0.707602 [0.707602,0.707602] area_under_roc_curve 0.781676 [0.781676,0.781676] area_under_roc_curve 0.696881 [0.696881,0.696881] area_under_roc_curve 0.746101 [0.746101,0.746101] area_under_roc_curve 0.734893 [0.734893,0.734893] area_under_roc_curve 0.727554 [0.727554,0.727554] area_under_roc_curve 0.744066 [0.744066,0.744066] 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 0.784963 [0.887097,0.461538] f_measure 0.723524 [0.854839,0.307692] f_measure 0.799333 [0.883333,0.533333] f_measure 0.696761 [0.859375,0.181818] f_measure 0.720876 [0.866142,0.26087] f_measure 0.743492 [0.873016,0.333333] f_measure 0.7648 [0.88,0.4] f_measure 0.757609 [0.868852,0.384615] f_measure 0.737324 [0.861789,0.32] kappa 0.224138 kappa 0.368231 kappa 0.187726 kappa 0.422442 kappa 0.103586 kappa 0.174757 kappa 0.242424 kappa 0.306839 kappa 0.268232 kappa 0.202788 kb_relative_information_score 5.909257 kb_relative_information_score 16.080165 kb_relative_information_score 5.142308 kb_relative_information_score 9.597036 kb_relative_information_score 11.015106 kb_relative_information_score 6.027883 kb_relative_information_score 6.788044 kb_relative_information_score 5.901019 kb_relative_information_score 4.944489 kb_relative_information_score 6.732064 mean_absolute_error 0.318297 mean_absolute_error 0.28422 mean_absolute_error 0.325063 mean_absolute_error 0.304707 mean_absolute_error 0.302325 mean_absolute_error 0.316157 mean_absolute_error 0.311478 mean_absolute_error 0.320768 mean_absolute_error 0.312658 mean_absolute_error 0.307849 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 0.803881 [0.820896,0.75] precision 0.721194 [0.791045,0.5] precision 0.799365 [0.84127,0.666667] precision 0.708732 [0.774648,0.5] precision 0.741143 [0.785714,0.6] precision 0.765797 [0.797101,0.666667] precision 0.786134 [0.808824,0.714286] precision 0.755694 [0.815385,0.555556] precision 0.733415 [0.80303,0.5] predictive_accuracy 0.76 predictive_accuracy 0.813333 predictive_accuracy 0.76 predictive_accuracy 0.813333 predictive_accuracy 0.76 predictive_accuracy 0.773333 predictive_accuracy 0.786667 predictive_accuracy 0.8 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 0.76 [0.912281,0.277778] recall 0.813333 [0.964912,0.333333] recall 0.76 [0.929825,0.222222] recall 0.813333 [0.929825,0.444444] recall 0.76 [0.964912,0.111111] recall 0.773333 [0.964912,0.166667] recall 0.786667 [0.964912,0.222222] recall 0.8 [0.964912,0.277778] recall 0.783784 [0.929825,0.294118] recall 0.77027 [0.929825,0.235294] relative_absolute_error 0.874187 relative_absolute_error 0.780596 relative_absolute_error 0.892769 relative_absolute_error 0.836861 relative_absolute_error 0.830321 relative_absolute_error 0.868309 relative_absolute_error 0.855459 relative_absolute_error 0.880972 relative_absolute_error 0.871547 relative_absolute_error 0.858144 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 0.403081 root_mean_squared_error 0.363139 root_mean_squared_error 0.412171 root_mean_squared_error 0.393877 root_mean_squared_error 0.388971 root_mean_squared_error 0.40906 root_mean_squared_error 0.39225 root_mean_squared_error 0.391995 root_mean_squared_error 0.396337 root_mean_squared_error 0.390565 root_relative_squared_error 0.943796 root_relative_squared_error 0.850272 root_relative_squared_error 0.965078 root_relative_squared_error 0.922244 root_relative_squared_error 0.910756 root_relative_squared_error 0.957796 root_relative_squared_error 0.918434 root_relative_squared_error 0.917839 root_relative_squared_error 0.941969 root_relative_squared_error 0.92825 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