6361142 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 6767 mlr.classif.xgboost(9) 4394141 booster gblinear 6767 eta 0.00124870599870646 6767 subsample 0.446698457491584 6767 lambda 85.078590781227 6767 alpha 0.390542918272191 6767 nthread 1 6767 nrounds 2821 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 13651792 description https://api.openml.org/data/download/13651792/description792927e3c484.xml -1 13651793 predictions https://api.openml.org/data/download/13651793/predictions7929594b5c4c.arff area_under_roc_curve 0.63075 [0.63075,0.63075] average_cost 0 f_measure 0.756794 [0.90827,0.008865] kappa 0.006888 kb_relative_information_score -3409.628645 mean_absolute_error 0.273486 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.818326 [0.832164,0.75] predictive_accuracy 0.832082 prior_entropy 0.654113 recall 0.832082 [0.999699,0.004459] relative_absolute_error 0.976321 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.368635 root_relative_squared_error 0.985029 scimark_benchmark 1248.73330494008 [ 1256.45248812063, 840.017963813431, 427.854453067347, 1638.37388841615, 2080.96773128285 ] total_cost 0 usercpu_time_millis 661.934 usercpu_time_millis_testing 0.0649999999999267 usercpu_time_millis_training 661.869 area_under_roc_curve 0.623039 [0.623039,0.623039] area_under_roc_curve 0.649122 [0.649122,0.649122] area_under_roc_curve 0.636739 [0.636739,0.636739] area_under_roc_curve 0.623283 [0.623283,0.623283] area_under_roc_curve 0.640896 [0.640896,0.640896] area_under_roc_curve 0.629859 [0.629859,0.629859] area_under_roc_curve 0.627463 [0.627463,0.627463] area_under_roc_curve 0.637024 [0.637024,0.637024] area_under_roc_curve 0.62745 [0.62745,0.62745] area_under_roc_curve 0.612744 [0.612744,0.612744] 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 0.757206 [0.90822,0.011782] f_measure 0.759711 [0.908867,0.02346] f_measure 0.756136 [0.908121,0.005917] f_measure 0.757333 [0.90837,0.011799] f_measure 0.75601 [0.907972,0.005908] f_measure 0.755056 [0.908022,0] f_measure 0.755535 [0.907997,0.002963] f_measure 0.756861 [0.908395,0.008876] f_measure 0.757499 [0.908345,0.011799] f_measure 0.756554 [0.908395,0.005935] kappa 0.008831 kappa 0.019099 kappa 0.004429 kappa 0.009338 kappa 0.003926 kappa 0 kappa 0.001967 kappa 0.007392 kappa 0.008848 kappa 0.004941 kb_relative_information_score -375.637224 kb_relative_information_score -283.516651 kb_relative_information_score -292.831845 kb_relative_information_score -325.527268 kb_relative_information_score -331.414017 kb_relative_information_score -355.483238 kb_relative_information_score -356.832592 kb_relative_information_score -351.667348 kb_relative_information_score -361.990128 kb_relative_information_score -374.728335 mean_absolute_error 0.274587 mean_absolute_error 0.271657 mean_absolute_error 0.272305 mean_absolute_error 0.27313 mean_absolute_error 0.27296 mean_absolute_error 0.274129 mean_absolute_error 0.27418 mean_absolute_error 0.273475 mean_absolute_error 0.274014 mean_absolute_error 0.274425 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 0.804388 [0.832289,0.666667] precision 0.842553 [0.833166,0.888889] precision 0.804076 [0.831914,0.666667] precision 0.826884 [0.832331,0.8] precision 0.775964 [0.831872,0.5] precision 0.691458 [0.831539,0] precision 0.775826 [0.831705,0.5] precision 0.860438 [0.832164,1] precision 0.804596 [0.832497,0.666667] precision 0.860403 [0.832164,1] predictive_accuracy 0.83204 predictive_accuracy 0.833292 predictive_accuracy 0.83179 predictive_accuracy 0.83229 predictive_accuracy 0.831539 predictive_accuracy 0.831539 predictive_accuracy 0.831539 predictive_accuracy 0.83229 predictive_accuracy 0.832248 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 0.83204 [0.999398,0.005944] recall 0.833292 [0.999699,0.011887] recall 0.83179 [0.999699,0.002972] recall 0.83229 [0.999699,0.005944] recall 0.831539 [0.999398,0.002972] recall 0.831539 [1,0] recall 0.831539 [0.999699,0.001486] recall 0.83229 [1,0.004458] recall 0.832248 [0.999398,0.005952] recall 0.832248 [1,0.002976] relative_absolute_error 0.980155 relative_absolute_error 0.969697 relative_absolute_error 0.972008 relative_absolute_error 0.974954 relative_absolute_error 0.974346 relative_absolute_error 0.978518 relative_absolute_error 0.978703 relative_absolute_error 0.976184 relative_absolute_error 0.978592 relative_absolute_error 0.980059 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 0.369275 root_mean_squared_error 0.365898 root_mean_squared_error 0.368329 root_mean_squared_error 0.368967 root_mean_squared_error 0.367866 root_mean_squared_error 0.368811 root_mean_squared_error 0.36944 root_mean_squared_error 0.368537 root_mean_squared_error 0.369131 root_mean_squared_error 0.370082 root_relative_squared_error 0.98664 root_relative_squared_error 0.977618 root_relative_squared_error 0.984113 root_relative_squared_error 0.985819 root_relative_squared_error 0.982877 root_relative_squared_error 0.985402 root_relative_squared_error 0.987084 root_relative_squared_error 0.984671 root_relative_squared_error 0.986743 root_relative_squared_error 0.989286 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