7833333 2702 OpenML_Bot R 10101 Supervised Classification 6767 mlr.classif.xgboost(9) 5865023 eta 0.0377996479261265 6767 max_depth 15 6767 min_child_weight 5.11457310100464 6767 subsample 0.597956594009884 6767 colsample_bytree 0.617255304008722 6767 colsample_bylevel 0.504046687390655 6767 lambda 9.40328671471895 6767 alpha 0.544166268027555 6767 nthread 1 6767 nrounds 2609 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 16590437 description https://api.openml.org/data/download/16590437/description209f38510958.xml -1 16590438 predictions https://api.openml.org/data/download/16590438/predictions209f77899897.arff area_under_roc_curve 0.711606 [0.711606,0.711606] average_cost 0 f_measure 0.748565 [0.857851,0.398601] kappa 0.266834 kb_relative_information_score 90.911992 mean_absolute_error 0.302188 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.743555 [0.810937,0.527778] predictive_accuracy 0.770053 prior_entropy 0.792816 recall 0.770053 [0.910526,0.320225] relative_absolute_error 0.832371 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.402073 root_relative_squared_error 0.944189 scimark_benchmark 1335.22803162697 [ 1334.32218670131, 919.606744640195, 455.98431104758, 1744.18190739955, 2222.04500834623 ] total_cost 0 usercpu_time_millis 34.448 usercpu_time_millis_testing 0.509 usercpu_time_millis_training 33.939 area_under_roc_curve 0.759747 [0.759747,0.759747] area_under_roc_curve 0.782164 [0.782164,0.782164] area_under_roc_curve 0.60039 [0.60039,0.60039] area_under_roc_curve 0.676901 [0.676901,0.676901] area_under_roc_curve 0.799708 [0.799708,0.799708] area_under_roc_curve 0.66423 [0.66423,0.66423] area_under_roc_curve 0.709064 [0.709064,0.709064] area_under_roc_curve 0.705166 [0.705166,0.705166] area_under_roc_curve 0.75387 [0.75387,0.75387] area_under_roc_curve 0.698142 [0.698142,0.698142] 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 0.770667 [0.866667,0.466667] f_measure 0.743848 [0.861789,0.37037] f_measure 0.688038 [0.850394,0.173913] f_measure 0.782231 [0.862069,0.529412] f_measure 0.788073 [0.87395,0.516129] f_measure 0.683577 [0.829268,0.222222] f_measure 0.733583 [0.852459,0.357143] f_measure 0.733583 [0.852459,0.357143] f_measure 0.812871 [0.890756,0.551724] f_measure 0.726503 [0.840336,0.344828] kappa 0.339934 kappa 0.250441 kappa 0.07767 kappa 0.392097 kappa 0.394184 kappa 0.074074 kappa 0.224138 kappa 0.224138 kappa 0.44649 kappa 0.191024 kb_relative_information_score 12.870232 kb_relative_information_score 14.295059 kb_relative_information_score 3.413077 kb_relative_information_score 8.945122 kb_relative_information_score 16.402385 kb_relative_information_score 4.377305 kb_relative_information_score 8.910784 kb_relative_information_score 6.47773 kb_relative_information_score 10.332736 kb_relative_information_score 4.887561 mean_absolute_error 0.291802 mean_absolute_error 0.289162 mean_absolute_error 0.325892 mean_absolute_error 0.300828 mean_absolute_error 0.276414 mean_absolute_error 0.31797 mean_absolute_error 0.306426 mean_absolute_error 0.315413 mean_absolute_error 0.289764 mean_absolute_error 0.308122 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 0.767302 [0.825397,0.583333] precision 0.743636 [0.80303,0.555556] precision 0.682286 [0.771429,0.4] precision 0.779068 [0.847458,0.5625] precision 0.785112 [0.83871,0.615385] precision 0.667273 [0.772727,0.333333] precision 0.728 [0.8,0.5] precision 0.728 [0.8,0.5] precision 0.81161 [0.854839,0.666667] precision 0.716906 [0.806452,0.416667] predictive_accuracy 0.786667 predictive_accuracy 0.773333 predictive_accuracy 0.746667 predictive_accuracy 0.786667 predictive_accuracy 0.8 predictive_accuracy 0.72 predictive_accuracy 0.76 predictive_accuracy 0.76 predictive_accuracy 0.824324 predictive_accuracy 0.743243 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 0.786667 [0.912281,0.388889] recall 0.773333 [0.929825,0.277778] recall 0.746667 [0.947368,0.111111] recall 0.786667 [0.877193,0.5] recall 0.8 [0.912281,0.444444] recall 0.72 [0.894737,0.166667] recall 0.76 [0.912281,0.277778] recall 0.76 [0.912281,0.277778] recall 0.824324 [0.929825,0.470588] recall 0.743243 [0.877193,0.294118] relative_absolute_error 0.80142 relative_absolute_error 0.794167 relative_absolute_error 0.895044 relative_absolute_error 0.826208 relative_absolute_error 0.759157 relative_absolute_error 0.873289 relative_absolute_error 0.841582 relative_absolute_error 0.866264 relative_absolute_error 0.807729 relative_absolute_error 0.858902 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 0.405186 root_mean_squared_error 0.380282 root_mean_squared_error 0.435352 root_mean_squared_error 0.403628 root_mean_squared_error 0.37085 root_mean_squared_error 0.421118 root_mean_squared_error 0.398381 root_mean_squared_error 0.406106 root_mean_squared_error 0.379587 root_mean_squared_error 0.415596 root_relative_squared_error 0.948723 root_relative_squared_error 0.890412 root_relative_squared_error 1.019356 root_relative_squared_error 0.945077 root_relative_squared_error 0.868328 root_relative_squared_error 0.986028 root_relative_squared_error 0.932791 root_relative_squared_error 0.950879 root_relative_squared_error 0.90216 root_relative_squared_error 0.987742 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