7834902 2702 OpenML_Bot R 10101 Supervised Classification 6767 mlr.classif.xgboost(9) 5866590 eta 0.014211288821523 6767 max_depth 11 6767 min_child_weight 8.70423551122171 6767 subsample 0.293281214172021 6767 colsample_bytree 0.763311803108081 6767 colsample_bylevel 0.492625487735495 6767 lambda 0.548882094099628 6767 alpha 0.101772682798172 6767 nthread 1 6767 nrounds 3833 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 16593557 description https://api.openml.org/data/download/16593557/description144c622c9a6c.xml -1 16593558 predictions https://api.openml.org/data/download/16593558/predictions144c4c73fcba.arff area_under_roc_curve 0.730401 [0.730401,0.730401] average_cost 0 f_measure 0.74882 [0.868442,0.365759] kappa 0.257068 kb_relative_information_score 81.103708 mean_absolute_error 0.307215 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.754391 [0.804185,0.594937] predictive_accuracy 0.782086 prior_entropy 0.792816 recall 0.782086 [0.94386,0.264045] relative_absolute_error 0.846217 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.397005 root_relative_squared_error 0.932286 scimark_benchmark 1305.58210825486 [ 1327.7146477189, 863.349276620072, 450.864080083308, 1695.98999009814, 2189.99254675388 ] total_cost 0 usercpu_time_millis 39.791 usercpu_time_millis_testing 0.528999999999982 usercpu_time_millis_training 39.262 area_under_roc_curve 0.756335 [0.756335,0.756335] area_under_roc_curve 0.832359 [0.832359,0.832359] area_under_roc_curve 0.67154 [0.67154,0.67154] area_under_roc_curve 0.707115 [0.707115,0.707115] area_under_roc_curve 0.779727 [0.779727,0.779727] area_under_roc_curve 0.679825 [0.679825,0.679825] area_under_roc_curve 0.72807 [0.72807,0.72807] area_under_roc_curve 0.745127 [0.745127,0.745127] area_under_roc_curve 0.742518 [0.742518,0.742518] area_under_roc_curve 0.740454 [0.740454,0.740454] 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 0.743848 [0.861789,0.37037] f_measure 0.784963 [0.887097,0.461538] f_measure 0.70208 [0.848,0.24] f_measure 0.81633 [0.890756,0.580645] f_measure 0.720876 [0.866142,0.26087] f_measure 0.720876 [0.866142,0.26087] f_measure 0.733583 [0.852459,0.357143] f_measure 0.730455 [0.875,0.272727] f_measure 0.776884 [0.876033,0.444444] f_measure 0.737324 [0.861789,0.32] kappa 0.250441 kappa 0.368231 kappa 0.121996 kappa 0.47496 kappa 0.174757 kappa 0.174757 kappa 0.224138 kappa 0.203187 kappa 0.330519 kappa 0.202788 kb_relative_information_score 8.02382 kb_relative_information_score 15.038297 kb_relative_information_score 4.018785 kb_relative_information_score 8.087028 kb_relative_information_score 12.051688 kb_relative_information_score 6.4801 kb_relative_information_score 6.871452 kb_relative_information_score 6.57479 kb_relative_information_score 6.017542 kb_relative_information_score 7.940206 mean_absolute_error 0.308899 mean_absolute_error 0.283997 mean_absolute_error 0.326306 mean_absolute_error 0.304798 mean_absolute_error 0.296482 mean_absolute_error 0.313533 mean_absolute_error 0.311839 mean_absolute_error 0.320137 mean_absolute_error 0.304931 mean_absolute_error 0.301111 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 0.743636 [0.80303,0.555556] precision 0.803881 [0.820896,0.75] precision 0.69521 [0.779412,0.428571] precision 0.815831 [0.854839,0.692308] precision 0.741143 [0.785714,0.6] precision 0.741143 [0.785714,0.6] precision 0.728 [0.8,0.5] precision 0.779437 [0.788732,0.75] precision 0.775718 [0.828125,0.6] precision 0.733415 [0.80303,0.5] predictive_accuracy 0.773333 predictive_accuracy 0.813333 predictive_accuracy 0.746667 predictive_accuracy 0.826667 predictive_accuracy 0.773333 predictive_accuracy 0.773333 predictive_accuracy 0.76 predictive_accuracy 0.786667 predictive_accuracy 0.797297 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 0.773333 [0.929825,0.277778] recall 0.813333 [0.964912,0.333333] recall 0.746667 [0.929825,0.166667] recall 0.826667 [0.929825,0.5] recall 0.773333 [0.964912,0.166667] recall 0.773333 [0.964912,0.166667] recall 0.76 [0.912281,0.277778] recall 0.786667 [0.982456,0.166667] recall 0.797297 [0.929825,0.352941] recall 0.77027 [0.929825,0.235294] relative_absolute_error 0.848375 relative_absolute_error 0.779984 relative_absolute_error 0.896182 relative_absolute_error 0.837113 relative_absolute_error 0.814273 relative_absolute_error 0.861101 relative_absolute_error 0.856449 relative_absolute_error 0.879241 relative_absolute_error 0.850008 relative_absolute_error 0.839361 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 0.402497 root_mean_squared_error 0.370852 root_mean_squared_error 0.42266 root_mean_squared_error 0.396761 root_mean_squared_error 0.387637 root_mean_squared_error 0.411717 root_mean_squared_error 0.397236 root_mean_squared_error 0.393368 root_mean_squared_error 0.392156 root_mean_squared_error 0.392865 root_relative_squared_error 0.942427 root_relative_squared_error 0.868333 root_relative_squared_error 0.989639 root_relative_squared_error 0.928998 root_relative_squared_error 0.907633 root_relative_squared_error 0.964015 root_relative_squared_error 0.930109 root_relative_squared_error 0.921053 root_relative_squared_error 0.932031 root_relative_squared_error 0.933716 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