6280442 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4313441 eta 0.00292732858512001 6767 max_depth 3 6767 min_child_weight 2.03269210539358 6767 subsample 0.504982065828517 6767 colsample_bytree 0.594414779916406 6767 colsample_bylevel 0.919808184495196 6767 lambda 0.273925178187646 6767 alpha 0.0220823772275196 6767 nthread 1 6767 nrounds 456 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 13490901 description https://api.openml.org/data/download/13490901/description9fc71422b899.xml -1 13490902 predictions https://api.openml.org/data/download/13490902/predictions9fc75798b121.arff area_under_roc_curve 0.687353 [0.687353,0.687353] average_cost 0 f_measure 0.756209 [0.908223,0.005629] kappa 0.004486 kb_relative_information_score -20840.678145 mean_absolute_error 0.329562 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.830971 [0.83196,0.826087] predictive_accuracy 0.831957 prior_entropy 0.654113 recall 0.831957 [0.99988,0.002824] relative_absolute_error 1.176505 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.375674 root_relative_squared_error 1.003837 scimark_benchmark 1267.31165536887 [ 1290.58369397853, 865.687691044258, 426.597911471965, 1614.8623716443, 2138.8266087053 ] total_cost 0 usercpu_time_millis 373.468 usercpu_time_millis_testing 5.762 usercpu_time_millis_training 367.706 area_under_roc_curve 0.682356 [0.682356,0.682356] area_under_roc_curve 0.705517 [0.705517,0.705517] area_under_roc_curve 0.680505 [0.680505,0.680505] area_under_roc_curve 0.681247 [0.681247,0.681247] area_under_roc_curve 0.706738 [0.706738,0.706738] area_under_roc_curve 0.695437 [0.695437,0.695437] area_under_roc_curve 0.679803 [0.679803,0.679803] area_under_roc_curve 0.699604 [0.699604,0.699604] area_under_roc_curve 0.687364 [0.687364,0.687364] area_under_roc_curve 0.658885 [0.658885,0.658885] 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 0.754684 [0.907575,0] f_measure 0.755056 [0.908022,0] f_measure 0.75746 [0.908519,0.011817] f_measure 0.75746 [0.908519,0.011817] f_measure 0.756136 [0.908121,0.005917] f_measure 0.756261 [0.908271,0.005926] f_measure 0.755056 [0.908022,0] f_measure 0.756861 [0.908395,0.008876] f_measure 0.757154 [0.908519,0.008889] f_measure 0.755952 [0.908271,0.002972] kappa -0.001497 kappa 0 kappa 0.009846 kappa 0.009846 kappa 0.004429 kappa 0.004933 kappa 0 kappa 0.007392 kappa 0.007404 kappa 0.002473 kb_relative_information_score -2128.028024 kb_relative_information_score -2038.895069 kb_relative_information_score -2066.585612 kb_relative_information_score -2084.894242 kb_relative_information_score -2076.545979 kb_relative_information_score -2077.97591 kb_relative_information_score -2114.602014 kb_relative_information_score -2056.994275 kb_relative_information_score -2077.921992 kb_relative_information_score -2118.235027 mean_absolute_error 0.330944 mean_absolute_error 0.328198 mean_absolute_error 0.329046 mean_absolute_error 0.329625 mean_absolute_error 0.329192 mean_absolute_error 0.329467 mean_absolute_error 0.330528 mean_absolute_error 0.328729 mean_absolute_error 0.329368 mean_absolute_error 0.330519 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 0.691353 [0.831413,0] precision 0.691458 [0.831539,0] precision 0.860611 [0.832373,1] precision 0.860611 [0.832373,1] precision 0.804076 [0.831914,0.666667] precision 0.860265 [0.831956,1] precision 0.691458 [0.831539,0] precision 0.860438 [0.832164,1] precision 0.860577 [0.832373,1] precision 0.86023 [0.831956,1] predictive_accuracy 0.830788 predictive_accuracy 0.831539 predictive_accuracy 0.832541 predictive_accuracy 0.832541 predictive_accuracy 0.83179 predictive_accuracy 0.83204 predictive_accuracy 0.831539 predictive_accuracy 0.83229 predictive_accuracy 0.832499 predictive_accuracy 0.831998 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 0.830788 [0.999097,0] recall 0.831539 [1,0] recall 0.832541 [1,0.005944] recall 0.832541 [1,0.005944] recall 0.83179 [0.999699,0.002972] recall 0.83204 [1,0.002972] recall 0.831539 [1,0] recall 0.83229 [1,0.004458] recall 0.832499 [1,0.004464] recall 0.831998 [1,0.001488] relative_absolute_error 1.181324 relative_absolute_error 1.171522 relative_absolute_error 1.174551 relative_absolute_error 1.176615 relative_absolute_error 1.175072 relative_absolute_error 1.176053 relative_absolute_error 1.179839 relative_absolute_error 1.173416 relative_absolute_error 1.176277 relative_absolute_error 1.180389 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 0.376673 root_mean_squared_error 0.374008 root_mean_squared_error 0.37558 root_mean_squared_error 0.375756 root_mean_squared_error 0.374827 root_mean_squared_error 0.375365 root_mean_squared_error 0.376523 root_mean_squared_error 0.37489 root_mean_squared_error 0.375979 root_mean_squared_error 0.377127 root_relative_squared_error 1.006407 root_relative_squared_error 0.999287 root_relative_squared_error 1.003487 root_relative_squared_error 1.003958 root_relative_squared_error 1.001476 root_relative_squared_error 1.002912 root_relative_squared_error 1.006006 root_relative_squared_error 1.001644 root_relative_squared_error 1.005049 root_relative_squared_error 1.008118 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