6351434 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4384433 booster gblinear 6767 eta 0.00114896469188771 6767 subsample 0.39120288786944 6767 lambda 2.46783337273932 6767 alpha 30.0687882117118 6767 nthread 1 6767 nrounds 1260 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 13632428 description https://api.openml.org/data/download/13632428/descriptione6315467c423.xml -1 13632429 predictions https://api.openml.org/data/download/13632429/predictionse63142c27b28.arff area_under_roc_curve 0.610192 [0.610192,0.610192] average_cost 0 f_measure 0.755284 [0.90807,0.000891] kappa 0.000691 kb_relative_information_score -3666.308262 mean_absolute_error 0.277011 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.81789 [0.831639,0.75] predictive_accuracy 0.831631 prior_entropy 0.654113 recall 0.831631 [0.99997,0.000446] relative_absolute_error 0.988904 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.370448 root_relative_squared_error 0.989872 scimark_benchmark 1285.38527479039 [ 1313.41789804569, 880.316632662291, 440.415149658207, 1658.57133728261, 2134.20535630313 ] total_cost 0 usercpu_time_millis 303.797 usercpu_time_millis_testing 0.0589999999999691 usercpu_time_millis_training 303.738 area_under_roc_curve 0.600643 [0.600643,0.600643] area_under_roc_curve 0.61964 [0.61964,0.61964] area_under_roc_curve 0.617447 [0.617447,0.617447] area_under_roc_curve 0.605429 [0.605429,0.605429] area_under_roc_curve 0.620685 [0.620685,0.620685] area_under_roc_curve 0.607791 [0.607791,0.607791] area_under_roc_curve 0.608574 [0.608574,0.608574] area_under_roc_curve 0.618006 [0.618006,0.618006] area_under_roc_curve 0.609607 [0.609607,0.609607] area_under_roc_curve 0.59511 [0.59511,0.59511] 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 0.755056 [0.908022,0] f_measure 0.75566 [0.908147,0.002967] f_measure 0.755056 [0.908022,0] f_measure 0.755056 [0.908022,0] f_measure 0.755056 [0.908022,0] f_measure 0.755056 [0.908022,0] f_measure 0.755056 [0.908022,0] f_measure 0.755056 [0.908022,0] f_measure 0.756428 [0.908246,0.005926] f_measure 0.755349 [0.908147,0] kappa 0 kappa 0.002469 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0.004437 kappa 0 kb_relative_information_score -388.841397 kb_relative_information_score -338.248885 kb_relative_information_score -327.19565 kb_relative_information_score -357.383612 kb_relative_information_score -361.590983 kb_relative_information_score -378.962449 kb_relative_information_score -372.956567 kb_relative_information_score -373.376362 kb_relative_information_score -379.967965 kb_relative_information_score -387.784392 mean_absolute_error 0.27786 mean_absolute_error 0.276391 mean_absolute_error 0.276101 mean_absolute_error 0.276635 mean_absolute_error 0.27659 mean_absolute_error 0.2775 mean_absolute_error 0.277159 mean_absolute_error 0.277086 mean_absolute_error 0.277211 mean_absolute_error 0.277578 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 0.691458 [0.831539,0] precision 0.860092 [0.831748,1] precision 0.691458 [0.831539,0] precision 0.691458 [0.831539,0] precision 0.691458 [0.831539,0] precision 0.691458 [0.831539,0] precision 0.691458 [0.831539,0] precision 0.691458 [0.831539,0] precision 0.804284 [0.832122,0.666667] precision 0.691804 [0.831748,0] predictive_accuracy 0.831539 predictive_accuracy 0.83179 predictive_accuracy 0.831539 predictive_accuracy 0.831539 predictive_accuracy 0.831539 predictive_accuracy 0.831539 predictive_accuracy 0.831539 predictive_accuracy 0.831539 predictive_accuracy 0.831998 predictive_accuracy 0.831748 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 [1,0] recall 0.83179 [1,0.001486] recall 0.831539 [1,0] recall 0.831539 [1,0] recall 0.831539 [1,0] recall 0.831539 [1,0] recall 0.831539 [1,0] recall 0.831539 [1,0] recall 0.831998 [0.999699,0.002976] recall 0.831748 [1,0] relative_absolute_error 0.991836 relative_absolute_error 0.986595 relative_absolute_error 0.985557 relative_absolute_error 0.987466 relative_absolute_error 0.987303 relative_absolute_error 0.990551 relative_absolute_error 0.989336 relative_absolute_error 0.989074 relative_absolute_error 0.990011 relative_absolute_error 0.991318 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 0.371097 root_mean_squared_error 0.369513 root_mean_squared_error 0.370181 root_mean_squared_error 0.370752 root_mean_squared_error 0.369624 root_mean_squared_error 0.370756 root_mean_squared_error 0.370806 root_mean_squared_error 0.370285 root_mean_squared_error 0.370066 root_mean_squared_error 0.37139 root_relative_squared_error 0.991509 root_relative_squared_error 0.987278 root_relative_squared_error 0.989063 root_relative_squared_error 0.990589 root_relative_squared_error 0.987573 root_relative_squared_error 0.990599 root_relative_squared_error 0.990733 root_relative_squared_error 0.989341 root_relative_squared_error 0.989243 root_relative_squared_error 0.992782 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