6279830 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4312829 booster gblinear 6767 eta 0.0301784605807078 6767 subsample 0.486037994455546 6767 lambda 0.0101695025154354 6767 alpha 0.00444716711544131 6767 nthread 1 6767 nrounds 4239 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 13489681 description https://api.openml.org/data/download/13489681/description3bc073a88d5b.xml -1 13489682 predictions https://api.openml.org/data/download/13489682/predictions3bc01947fda.arff area_under_roc_curve 0.645138 [0.645138,0.645138] average_cost 0 f_measure 0.757886 [0.908399,0.014715] kappa 0.011383 kb_relative_information_score -3399.489893 mean_absolute_error 0.270099 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 0.964229 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.367344 root_relative_squared_error 0.981579 scimark_benchmark 1255.03132248002 [ 1259.67556996247, 856.24216355718, 429.16850153003, 1611.80075436338, 2118.26962298705 ] total_cost 0 usercpu_time_millis 985.131 usercpu_time_millis_testing 0.0859999999999275 usercpu_time_millis_training 985.045 area_under_roc_curve 0.641735 [0.641735,0.641735] area_under_roc_curve 0.658792 [0.658792,0.658792] area_under_roc_curve 0.645435 [0.645435,0.645435] area_under_roc_curve 0.634938 [0.634938,0.634938] area_under_roc_curve 0.658705 [0.658705,0.658705] area_under_roc_curve 0.652526 [0.652526,0.652526] area_under_roc_curve 0.639163 [0.639163,0.639163] area_under_roc_curve 0.652865 [0.652865,0.652865] area_under_roc_curve 0.648042 [0.648042,0.648042] area_under_roc_curve 0.621633 [0.621633,0.621633] 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 -373.211932 kb_relative_information_score -297.413267 kb_relative_information_score -298.167007 kb_relative_information_score -327.409448 kb_relative_information_score -314.20019 kb_relative_information_score -346.501187 kb_relative_information_score -370.597643 kb_relative_information_score -327.516095 kb_relative_information_score -350.975868 kb_relative_information_score -393.497255 mean_absolute_error 0.271314 mean_absolute_error 0.268041 mean_absolute_error 0.268949 mean_absolute_error 0.269743 mean_absolute_error 0.26923 mean_absolute_error 0.270432 mean_absolute_error 0.271238 mean_absolute_error 0.269696 mean_absolute_error 0.27078 mean_absolute_error 0.271568 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 0.968471 relative_absolute_error 0.956787 relative_absolute_error 0.960029 relative_absolute_error 0.962863 relative_absolute_error 0.961033 relative_absolute_error 0.965323 relative_absolute_error 0.968199 relative_absolute_error 0.962695 relative_absolute_error 0.967042 relative_absolute_error 0.969856 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 0.368019 root_mean_squared_error 0.364908 root_mean_squared_error 0.367132 root_mean_squared_error 0.36781 root_mean_squared_error 0.366374 root_mean_squared_error 0.366818 root_mean_squared_error 0.368503 root_mean_squared_error 0.366893 root_mean_squared_error 0.367626 root_mean_squared_error 0.369342 root_relative_squared_error 0.983285 root_relative_squared_error 0.974975 root_relative_squared_error 0.980915 root_relative_squared_error 0.982728 root_relative_squared_error 0.97889 root_relative_squared_error 0.980076 root_relative_squared_error 0.984578 root_relative_squared_error 0.980277 root_relative_squared_error 0.982721 root_relative_squared_error 0.987308 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