6362535 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4395534 booster gblinear 6767 eta 0.0314842219317018 6767 subsample 0.558092934126034 6767 lambda 0.0237400834689643 6767 alpha 394.420925929202 6767 nthread 1 6767 nrounds 903 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot15 botV1 mlrRandomBot sciBenchV1.0 1220 Click_prediction_small https://www.openml.org/data/download/184157/phpfGCaQC -1 13654568 description https://api.openml.org/data/download/13654568/descriptione72d7d048d87.xml -1 13654569 predictions https://api.openml.org/data/download/13654569/predictionse72d7b565602.arff area_under_roc_curve 0.642949 [0.642949,0.642949] average_cost 0 f_measure 0.757447 [0.908345,0.01238] kappa 0.009578 kb_relative_information_score -2793.645737 mean_absolute_error 0.272386 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.816301 [0.832393,0.736842] predictive_accuracy 0.832257 prior_entropy 0.654113 recall 0.832257 [0.999548,0.006243] relative_absolute_error 0.972394 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.367869 root_relative_squared_error 0.982981 scimark_benchmark 1269.57597756898 [ 1287.25818991745, 869.113113179932, 433.76970824195, 1651.53850491236, 2106.20037159319 ] total_cost 0 usercpu_time_millis 221.275 usercpu_time_millis_testing 0.0719999999999743 usercpu_time_millis_training 221.203 area_under_roc_curve 0.63771 [0.63771,0.63771] area_under_roc_curve 0.659772 [0.659772,0.659772] area_under_roc_curve 0.646517 [0.646517,0.646517] area_under_roc_curve 0.632324 [0.632324,0.632324] area_under_roc_curve 0.653133 [0.653133,0.653133] area_under_roc_curve 0.645597 [0.645597,0.645597] area_under_roc_curve 0.638931 [0.638931,0.638931] area_under_roc_curve 0.648066 [0.648066,0.648066] area_under_roc_curve 0.645213 [0.645213,0.645213] area_under_roc_curve 0.623376 [0.623376,0.623376] 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 0.756952 [0.907922,0.011747] f_measure 0.761347 [0.909091,0.03207] f_measure 0.757333 [0.90837,0.011799] f_measure 0.758525 [0.908618,0.017647] f_measure 0.756609 [0.908096,0.00885] f_measure 0.756735 [0.908246,0.008863] f_measure 0.75541 [0.907848,0.002959] f_measure 0.75746 [0.908519,0.011817] f_measure 0.757499 [0.908345,0.011799] f_measure 0.756554 [0.908395,0.005935] kappa 0.00782 kappa 0.02585 kappa 0.009338 kappa 0.014228 kappa 0.006381 kappa 0.006886 kappa 0.001466 kappa 0.009846 kappa 0.008848 kappa 0.004941 kb_relative_information_score -310.348775 kb_relative_information_score -229.966464 kb_relative_information_score -238.079 kb_relative_information_score -270.842571 kb_relative_information_score -260.77138 kb_relative_information_score -282.938048 kb_relative_information_score -300.649823 kb_relative_information_score -286.539205 kb_relative_information_score -293.751788 kb_relative_information_score -319.758685 mean_absolute_error 0.273435 mean_absolute_error 0.270534 mean_absolute_error 0.271264 mean_absolute_error 0.2722 mean_absolute_error 0.271668 mean_absolute_error 0.272873 mean_absolute_error 0.273083 mean_absolute_error 0.272383 mean_absolute_error 0.272976 mean_absolute_error 0.273446 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280009 mean_prior_absolute_error 0.280009 number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3994 [3322,672] number_of_instances 3994 [3322,672] precision 0.776241 [0.832205,0.5] precision 0.835841 [0.833752,0.846154] precision 0.826884 [0.832331,0.8] precision 0.836858 [0.832748,0.857143] precision 0.792984 [0.83208,0.6] precision 0.818288 [0.832122,0.75] precision 0.747714 [0.831663,0.333333] precision 0.860611 [0.832373,1] precision 0.804596 [0.832497,0.666667] precision 0.860403 [0.832164,1] predictive_accuracy 0.831539 predictive_accuracy 0.833792 predictive_accuracy 0.83229 predictive_accuracy 0.832791 predictive_accuracy 0.83179 predictive_accuracy 0.83204 predictive_accuracy 0.831289 predictive_accuracy 0.832541 predictive_accuracy 0.832248 predictive_accuracy 0.832248 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 recall 0.831539 [0.998796,0.005944] recall 0.833792 [0.999398,0.016345] recall 0.83229 [0.999699,0.005944] recall 0.832791 [0.999699,0.008915] recall 0.83179 [0.999398,0.004458] recall 0.83204 [0.999699,0.004458] recall 0.831289 [0.999398,0.001486] recall 0.832541 [1,0.005944] recall 0.832248 [0.999398,0.005952] recall 0.832248 [1,0.002976] relative_absolute_error 0.976042 relative_absolute_error 0.965687 relative_absolute_error 0.968294 relative_absolute_error 0.971634 relative_absolute_error 0.969736 relative_absolute_error 0.974037 relative_absolute_error 0.974785 relative_absolute_error 0.972288 relative_absolute_error 0.974883 relative_absolute_error 0.976564 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.37409 root_mean_prior_squared_error 0.37409 root_mean_squared_error 0.368347 root_mean_squared_error 0.365334 root_mean_squared_error 0.367612 root_mean_squared_error 0.368325 root_mean_squared_error 0.367307 root_mean_squared_error 0.367633 root_mean_squared_error 0.368645 root_mean_squared_error 0.367955 root_mean_squared_error 0.368184 root_mean_squared_error 0.369331 root_relative_squared_error 0.984162 root_relative_squared_error 0.976113 root_relative_squared_error 0.982197 root_relative_squared_error 0.984102 root_relative_squared_error 0.981384 root_relative_squared_error 0.982255 root_relative_squared_error 0.984957 root_relative_squared_error 0.983115 root_relative_squared_error 0.984211 root_relative_squared_error 0.987278 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