6352636 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4385635 booster gblinear 6767 eta 0.474084715289036 6767 subsample 0.76730842073448 6767 lambda 0.119845874234 6767 alpha 0.00798413691624783 6767 nthread 1 6767 nrounds 4667 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 13634826 description https://api.openml.org/data/download/13634826/descriptiond53a77866cd0.xml -1 13634827 predictions https://api.openml.org/data/download/13634827/predictionsd53a6e9f59cc.arff area_under_roc_curve 0.645148 [0.645148,0.645148] average_cost 0 f_measure 0.757886 [0.908399,0.014715] kappa 0.011383 kb_relative_information_score -3393.41564 mean_absolute_error 0.270093 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 0.964207 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.367344 root_relative_squared_error 0.981579 scimark_benchmark 1296.16024007172 [ 1314.68802136978, 883.4295140199, 445.026185353626, 1676.09806437093, 2161.55941524435 ] total_cost 0 usercpu_time_millis 1069.574 usercpu_time_millis_testing 0.0580000000001633 usercpu_time_millis_training 1069.516 area_under_roc_curve 0.641758 [0.641758,0.641758] area_under_roc_curve 0.658743 [0.658743,0.658743] area_under_roc_curve 0.645418 [0.645418,0.645418] area_under_roc_curve 0.634969 [0.634969,0.634969] area_under_roc_curve 0.658703 [0.658703,0.658703] area_under_roc_curve 0.652518 [0.652518,0.652518] area_under_roc_curve 0.639188 [0.639188,0.639188] area_under_roc_curve 0.652892 [0.652892,0.652892] area_under_roc_curve 0.648085 [0.648085,0.648085] area_under_roc_curve 0.621669 [0.621669,0.621669] 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 -372.599213 kb_relative_information_score -296.820866 kb_relative_information_score -297.595726 kb_relative_information_score -326.839369 kb_relative_information_score -313.529969 kb_relative_information_score -345.874917 kb_relative_information_score -369.997627 kb_relative_information_score -326.916346 kb_relative_information_score -350.347109 kb_relative_information_score -392.894499 mean_absolute_error 0.271307 mean_absolute_error 0.268035 mean_absolute_error 0.268944 mean_absolute_error 0.269738 mean_absolute_error 0.269223 mean_absolute_error 0.270425 mean_absolute_error 0.271231 mean_absolute_error 0.269689 mean_absolute_error 0.270773 mean_absolute_error 0.271562 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 0.968446 relative_absolute_error 0.956766 relative_absolute_error 0.960012 relative_absolute_error 0.962846 relative_absolute_error 0.961008 relative_absolute_error 0.965299 relative_absolute_error 0.968175 relative_absolute_error 0.962672 relative_absolute_error 0.967016 relative_absolute_error 0.969833 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 0.368017 root_mean_squared_error 0.36491 root_mean_squared_error 0.367132 root_mean_squared_error 0.36781 root_mean_squared_error 0.366376 root_mean_squared_error 0.366816 root_mean_squared_error 0.368501 root_mean_squared_error 0.366894 root_mean_squared_error 0.367625 root_mean_squared_error 0.369341 root_relative_squared_error 0.98328 root_relative_squared_error 0.974979 root_relative_squared_error 0.980916 root_relative_squared_error 0.982727 root_relative_squared_error 0.978895 root_relative_squared_error 0.980072 root_relative_squared_error 0.984574 root_relative_squared_error 0.980279 root_relative_squared_error 0.982717 root_relative_squared_error 0.987305 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