6351432 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4384431 booster gblinear 6767 eta 0.00107889777250585 6767 subsample 0.234790195850655 6767 lambda 0.856350571114776 6767 alpha 5.67405481969615 6767 nthread 1 6767 nrounds 4063 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 13632424 description https://api.openml.org/data/download/13632424/descriptionb2533259c1d6.xml -1 13632425 predictions https://api.openml.org/data/download/13632425/predictionsb2534f1ee202.arff area_under_roc_curve 0.633782 [0.633782,0.633782] average_cost 0 f_measure 0.757162 [0.908298,0.010916] kappa 0.008403 kb_relative_information_score -3351.486595 mean_absolute_error 0.272684 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.814306 [0.832293,0.72549] predictive_accuracy 0.832157 prior_entropy 0.654113 recall 0.832157 [0.999579,0.005499] relative_absolute_error 0.973459 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.368332 root_relative_squared_error 0.98422 scimark_benchmark 1271.25453322487 [ 1283.36973460573, 863.774981139501, 433.897140843579, 1675.35037609169, 2099.88043344383 ] total_cost 0 usercpu_time_millis 949.097 usercpu_time_millis_testing 0.0639999999998224 usercpu_time_millis_training 949.033 area_under_roc_curve 0.626083 [0.626083,0.626083] area_under_roc_curve 0.652916 [0.652916,0.652916] area_under_roc_curve 0.639246 [0.639246,0.639246] area_under_roc_curve 0.626106 [0.626106,0.626106] area_under_roc_curve 0.644298 [0.644298,0.644298] area_under_roc_curve 0.633519 [0.633519,0.633519] area_under_roc_curve 0.630192 [0.630192,0.630192] area_under_roc_curve 0.640664 [0.640664,0.640664] area_under_roc_curve 0.63038 [0.63038,0.63038] area_under_roc_curve 0.615111 [0.615111,0.615111] 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 0.757079 [0.908071,0.011765] f_measure 0.76076 [0.908966,0.029197] f_measure 0.756735 [0.908246,0.008863] f_measure 0.75793 [0.908494,0.014728] f_measure 0.756609 [0.908096,0.00885] f_measure 0.756136 [0.908121,0.005917] f_measure 0.755535 [0.907997,0.002963] f_measure 0.756861 [0.908395,0.008876] f_measure 0.757372 [0.908195,0.011782] f_measure 0.756554 [0.908395,0.005935] kappa 0.008325 kappa 0.023433 kappa 0.006886 kappa 0.011785 kappa 0.006381 kappa 0.004429 kappa 0.001967 kappa 0.007392 kappa 0.008342 kappa 0.004941 kb_relative_information_score -372.387322 kb_relative_information_score -274.961872 kb_relative_information_score -285.725572 kb_relative_information_score -318.048628 kb_relative_information_score -323.602053 kb_relative_information_score -348.410336 kb_relative_information_score -352.972443 kb_relative_information_score -345.033024 kb_relative_information_score -358.332518 kb_relative_information_score -372.012827 mean_absolute_error 0.273904 mean_absolute_error 0.270654 mean_absolute_error 0.2714 mean_absolute_error 0.272269 mean_absolute_error 0.272095 mean_absolute_error 0.273292 mean_absolute_error 0.273505 mean_absolute_error 0.272669 mean_absolute_error 0.273326 mean_absolute_error 0.273731 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 0.788309 [0.832247,0.571429] precision 0.833507 [0.833543,0.833333] precision 0.818288 [0.832122,0.75] precision 0.832673 [0.832539,0.833333] precision 0.792984 [0.83208,0.6] precision 0.804076 [0.831914,0.666667] precision 0.775826 [0.831705,0.5] precision 0.860438 [0.832164,1] precision 0.788537 [0.832455,0.571429] precision 0.860403 [0.832164,1] predictive_accuracy 0.83179 predictive_accuracy 0.833542 predictive_accuracy 0.83204 predictive_accuracy 0.832541 predictive_accuracy 0.83179 predictive_accuracy 0.83179 predictive_accuracy 0.831539 predictive_accuracy 0.83229 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 0.83179 [0.999097,0.005944] recall 0.833542 [0.999398,0.014859] recall 0.83204 [0.999699,0.004458] recall 0.832541 [0.999699,0.007429] recall 0.83179 [0.999398,0.004458] recall 0.83179 [0.999699,0.002972] recall 0.831539 [0.999699,0.001486] recall 0.83229 [1,0.004458] recall 0.831998 [0.999097,0.005952] recall 0.832248 [1,0.002976] relative_absolute_error 0.977717 relative_absolute_error 0.966114 relative_absolute_error 0.968778 relative_absolute_error 0.97188 relative_absolute_error 0.971258 relative_absolute_error 0.975531 relative_absolute_error 0.976294 relative_absolute_error 0.973307 relative_absolute_error 0.976133 relative_absolute_error 0.977581 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 0.369107 root_mean_squared_error 0.365361 root_mean_squared_error 0.367946 root_mean_squared_error 0.368675 root_mean_squared_error 0.367488 root_mean_squared_error 0.368378 root_mean_squared_error 0.369257 root_mean_squared_error 0.368241 root_mean_squared_error 0.368968 root_mean_squared_error 0.369884 root_relative_squared_error 0.986193 root_relative_squared_error 0.976183 root_relative_squared_error 0.98309 root_relative_squared_error 0.985039 root_relative_squared_error 0.981866 root_relative_squared_error 0.984246 root_relative_squared_error 0.986594 root_relative_squared_error 0.983879 root_relative_squared_error 0.986308 root_relative_squared_error 0.988755 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