6359429 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4392428 booster gblinear 6767 eta 0.990254750575773 6767 subsample 0.823410952882841 6767 lambda 21.6669582389107 6767 alpha 0.00255582400875388 6767 nthread 1 6767 nrounds 2977 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 13648374 description https://api.openml.org/data/download/13648374/description22c5565f7349.xml -1 13648375 predictions https://api.openml.org/data/download/13648375/predictions22c52137fd70.arff area_under_roc_curve 0.645212 [0.645212,0.645212] average_cost 0 f_measure 0.757886 [0.908399,0.014715] kappa 0.011383 kb_relative_information_score -3356.257514 mean_absolute_error 0.270159 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.816168 [0.832548,0.735294] predictive_accuracy 0.832382 prior_entropy 0.654113 recall 0.832382 [0.999458,0.007432] relative_absolute_error 0.964445 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.367349 root_relative_squared_error 0.981591 scimark_benchmark 1291.45865366425 [ 1303.54572318123, 871.76440186608, 443.230858266592, 1666.18890686226, 2172.56337814511 ] total_cost 0 usercpu_time_millis 685.318 usercpu_time_millis_testing 0.0610000000000497 usercpu_time_millis_training 685.257 area_under_roc_curve 0.641709 [0.641709,0.641709] area_under_roc_curve 0.659171 [0.659171,0.659171] area_under_roc_curve 0.645564 [0.645564,0.645564] area_under_roc_curve 0.634999 [0.634999,0.634999] area_under_roc_curve 0.658664 [0.658664,0.658664] area_under_roc_curve 0.652392 [0.652392,0.652392] area_under_roc_curve 0.639279 [0.639279,0.639279] area_under_roc_curve 0.652951 [0.652951,0.652951] area_under_roc_curve 0.647905 [0.647905,0.647905] area_under_roc_curve 0.621785 [0.621785,0.621785] 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 0.757882 [0.907871,0.017518] f_measure 0.761934 [0.909215,0.034934] f_measure 0.757333 [0.90837,0.011799] f_measure 0.759119 [0.908743,0.020558] f_measure 0.757802 [0.908345,0.014706] f_measure 0.757333 [0.90837,0.011799] f_measure 0.75541 [0.907848,0.002959] f_measure 0.758057 [0.908643,0.014749] f_measure 0.757372 [0.908195,0.011782] f_measure 0.756554 [0.908395,0.005935] kappa 0.011685 kappa 0.028263 kappa 0.009338 kappa 0.016666 kappa 0.011277 kappa 0.009338 kappa 0.001466 kappa 0.012295 kappa 0.008342 kappa 0.004941 kb_relative_information_score -368.968156 kb_relative_information_score -292.613698 kb_relative_information_score -293.752102 kb_relative_information_score -322.984113 kb_relative_information_score -310.093198 kb_relative_information_score -342.23692 kb_relative_information_score -365.928177 kb_relative_information_score -323.778719 kb_relative_information_score -347.075792 kb_relative_information_score -388.82664 mean_absolute_error 0.271373 mean_absolute_error 0.268098 mean_absolute_error 0.269011 mean_absolute_error 0.26981 mean_absolute_error 0.269292 mean_absolute_error 0.270499 mean_absolute_error 0.271286 mean_absolute_error 0.269769 mean_absolute_error 0.270841 mean_absolute_error 0.271615 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 0.776519 [0.832538,0.5] precision 0.837866 [0.833961,0.857143] precision 0.826884 [0.832331,0.8] precision 0.84004 [0.832957,0.875] precision 0.812583 [0.832497,0.714286] precision 0.826884 [0.832331,0.8] precision 0.747714 [0.831663,0.333333] precision 0.860785 [0.832581,1] precision 0.788537 [0.832455,0.571429] precision 0.860403 [0.832164,1] predictive_accuracy 0.831539 predictive_accuracy 0.834043 predictive_accuracy 0.83229 predictive_accuracy 0.833041 predictive_accuracy 0.83229 predictive_accuracy 0.83229 predictive_accuracy 0.831289 predictive_accuracy 0.832791 predictive_accuracy 0.831998 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 [0.998194,0.008915] recall 0.834043 [0.999398,0.017831] recall 0.83229 [0.999699,0.005944] recall 0.833041 [0.999699,0.010401] recall 0.83229 [0.999398,0.007429] recall 0.83229 [0.999699,0.005944] recall 0.831289 [0.999398,0.001486] recall 0.832791 [1,0.007429] recall 0.831998 [0.999097,0.005952] recall 0.832248 [1,0.002976] relative_absolute_error 0.96868 relative_absolute_error 0.956993 relative_absolute_error 0.960251 relative_absolute_error 0.963102 relative_absolute_error 0.961254 relative_absolute_error 0.965562 relative_absolute_error 0.968372 relative_absolute_error 0.962955 relative_absolute_error 0.967259 relative_absolute_error 0.970025 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 0.368021 root_mean_squared_error 0.364891 root_mean_squared_error 0.367134 root_mean_squared_error 0.367813 root_mean_squared_error 0.366394 root_mean_squared_error 0.366835 root_mean_squared_error 0.368494 root_mean_squared_error 0.366916 root_mean_squared_error 0.367647 root_mean_squared_error 0.369323 root_relative_squared_error 0.983291 root_relative_squared_error 0.974928 root_relative_squared_error 0.98092 root_relative_squared_error 0.982734 root_relative_squared_error 0.978944 root_relative_squared_error 0.980122 root_relative_squared_error 0.984555 root_relative_squared_error 0.98034 root_relative_squared_error 0.982775 root_relative_squared_error 0.987255 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