6356933 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4389932 booster gblinear 6767 eta 0.026604805387622 6767 subsample 0.498298214492388 6767 lambda 0.0504077816880389 6767 alpha 0.00249417478927352 6767 nthread 1 6767 nrounds 2887 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 13643390 description https://api.openml.org/data/download/13643390/description1a93d5280d6af.xml -1 13643391 predictions https://api.openml.org/data/download/13643391/predictions1a93d64d0dac0.arff area_under_roc_curve 0.645079 [0.645079,0.645079] average_cost 0 f_measure 0.757886 [0.908399,0.014715] kappa 0.011383 kb_relative_information_score -3430.98995 mean_absolute_error 0.270141 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 0.964379 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.367347 root_relative_squared_error 0.981587 scimark_benchmark 1270.00884287569 [ 1289.145283037, 861.817125023648, 443.481474414177, 1623.80755194646, 2131.79277995719 ] total_cost 0 usercpu_time_millis 672.347 usercpu_time_millis_testing 0.0679999999998984 usercpu_time_millis_training 672.279 area_under_roc_curve 0.64146 [0.64146,0.64146] area_under_roc_curve 0.659033 [0.659033,0.659033] area_under_roc_curve 0.64553 [0.64553,0.64553] area_under_roc_curve 0.63486 [0.63486,0.63486] area_under_roc_curve 0.658651 [0.658651,0.658651] area_under_roc_curve 0.652412 [0.652412,0.652412] area_under_roc_curve 0.639059 [0.639059,0.639059] area_under_roc_curve 0.652819 [0.652819,0.652819] area_under_roc_curve 0.647717 [0.647717,0.647717] area_under_roc_curve 0.621612 [0.621612,0.621612] 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 -376.409097 kb_relative_information_score -300.354099 kb_relative_information_score -301.090738 kb_relative_information_score -330.286657 kb_relative_information_score -317.74738 kb_relative_information_score -349.839258 kb_relative_information_score -373.659447 kb_relative_information_score -330.657582 kb_relative_information_score -354.321906 kb_relative_information_score -396.623785 mean_absolute_error 0.27136 mean_absolute_error 0.268077 mean_absolute_error 0.268982 mean_absolute_error 0.269776 mean_absolute_error 0.269276 mean_absolute_error 0.270478 mean_absolute_error 0.271282 mean_absolute_error 0.26974 mean_absolute_error 0.270828 mean_absolute_error 0.271609 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 0.968637 relative_absolute_error 0.956918 relative_absolute_error 0.960148 relative_absolute_error 0.962983 relative_absolute_error 0.961197 relative_absolute_error 0.965486 relative_absolute_error 0.968356 relative_absolute_error 0.962855 relative_absolute_error 0.967214 relative_absolute_error 0.970001 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 0.36803 root_mean_squared_error 0.364896 root_mean_squared_error 0.367129 root_mean_squared_error 0.367814 root_mean_squared_error 0.366364 root_mean_squared_error 0.36683 root_mean_squared_error 0.36851 root_mean_squared_error 0.366891 root_mean_squared_error 0.36764 root_mean_squared_error 0.369349 root_relative_squared_error 0.983316 root_relative_squared_error 0.974941 root_relative_squared_error 0.980907 root_relative_squared_error 0.982739 root_relative_squared_error 0.978864 root_relative_squared_error 0.980108 root_relative_squared_error 0.984598 root_relative_squared_error 0.980271 root_relative_squared_error 0.982757 root_relative_squared_error 0.987325 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