6363442 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4396441 booster gblinear 6767 eta 0.0188753067476573 6767 subsample 0.586819273862056 6767 lambda 261.956184558367 6767 alpha 0.0248840891958888 6767 nthread 1 6767 nrounds 400 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 13656378 description https://api.openml.org/data/download/13656378/description11e98663bcfcf.xml -1 13656379 predictions https://api.openml.org/data/download/13656379/predictions11e9842e7ad72.arff area_under_roc_curve 0.637644 [0.637644,0.637644] average_cost 0 f_measure 0.757707 [0.908362,0.013838] kappa 0.010649 kb_relative_information_score -3294.826342 mean_absolute_error 0.27203 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.814059 [0.832485,0.723077] predictive_accuracy 0.832307 prior_entropy 0.654113 recall 0.832307 [0.999458,0.006986] relative_absolute_error 0.971122 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.36798 root_relative_squared_error 0.983279 scimark_benchmark 1259.35596438747 [ 1292.41495615731, 868.104504743151, 435.029081434418, 1628.16899308967, 2073.0622865128 ] total_cost 0 usercpu_time_millis 102.702 usercpu_time_millis_testing 0.120000000000019 usercpu_time_millis_training 102.582 area_under_roc_curve 0.63018 [0.63018,0.63018] area_under_roc_curve 0.657276 [0.657276,0.657276] area_under_roc_curve 0.641974 [0.641974,0.641974] area_under_roc_curve 0.629229 [0.629229,0.629229] area_under_roc_curve 0.648836 [0.648836,0.648836] area_under_roc_curve 0.638079 [0.638079,0.638079] area_under_roc_curve 0.633785 [0.633785,0.633785] area_under_roc_curve 0.645202 [0.645202,0.645202] area_under_roc_curve 0.634495 [0.634495,0.634495] area_under_roc_curve 0.618033 [0.618033,0.618033] 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 0.757418 [0.907897,0.014641] f_measure 0.761347 [0.909091,0.03207] f_measure 0.757206 [0.90822,0.011782] f_measure 0.759119 [0.908743,0.020558] f_measure 0.757206 [0.90822,0.011782] 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 0.009756 kappa 0.02585 kappa 0.008831 kappa 0.016666 kappa 0.008831 kappa 0.009338 kappa 0.001466 kappa 0.012295 kappa 0.008342 kappa 0.004941 kb_relative_information_score -368.12359 kb_relative_information_score -268.078175 kb_relative_information_score -280.487938 kb_relative_information_score -311.072534 kb_relative_information_score -314.536393 kb_relative_information_score -340.089425 kb_relative_information_score -350.434456 kb_relative_information_score -336.239223 kb_relative_information_score -354.562865 kb_relative_information_score -371.201745 mean_absolute_error 0.27335 mean_absolute_error 0.26985 mean_absolute_error 0.27067 mean_absolute_error 0.271586 mean_absolute_error 0.271312 mean_absolute_error 0.272563 mean_absolute_error 0.272967 mean_absolute_error 0.271987 mean_absolute_error 0.272813 mean_absolute_error 0.273199 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 0.77638 [0.832371,0.5] precision 0.835841 [0.833752,0.846154] precision 0.804388 [0.832289,0.666667] precision 0.84004 [0.832957,0.875] precision 0.804388 [0.832289,0.666667] 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 0.833792 predictive_accuracy 0.83204 predictive_accuracy 0.833041 predictive_accuracy 0.83204 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 [0.998495,0.007429] recall 0.833792 [0.999398,0.016345] recall 0.83204 [0.999398,0.005944] recall 0.833041 [0.999699,0.010401] recall 0.83204 [0.999398,0.005944] 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 0.97574 relative_absolute_error 0.963247 relative_absolute_error 0.966172 relative_absolute_error 0.969443 relative_absolute_error 0.968464 relative_absolute_error 0.972931 relative_absolute_error 0.974373 relative_absolute_error 0.970872 relative_absolute_error 0.974301 relative_absolute_error 0.975681 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 0.368867 root_mean_squared_error 0.364872 root_mean_squared_error 0.367547 root_mean_squared_error 0.368379 root_mean_squared_error 0.367043 root_mean_squared_error 0.367861 root_mean_squared_error 0.369005 root_mean_squared_error 0.36787 root_mean_squared_error 0.368718 root_mean_squared_error 0.369618 root_relative_squared_error 0.985552 root_relative_squared_error 0.974877 root_relative_squared_error 0.982024 root_relative_squared_error 0.984247 root_relative_squared_error 0.980677 root_relative_squared_error 0.982862 root_relative_squared_error 0.98592 root_relative_squared_error 0.982889 root_relative_squared_error 0.98564 root_relative_squared_error 0.988045 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