7834963 2702 OpenML_Bot R 145853 Supervised Classification 6767 mlr.classif.xgboost(9) 5866652 booster gblinear 6767 eta 0.476739786682542 6767 subsample 0.553222193219699 6767 lambda 1016.41659058093 6767 alpha 0.016512481655333 6767 nthread 1 6767 nrounds 4754 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot20 botV1 mlrRandomBot sciBenchV1.0 1485 madelon https://www.openml.org/data/download/1590986/phpfLuQE4 -1 16593679 description https://api.openml.org/data/download/16593679/description6687b37367b.xml -1 16593681 predictions https://api.openml.org/data/download/16593681/predictions668f1ddd64.arff area_under_roc_curve 0.585287 [0.585287,0.585287] average_cost 0 f_measure 0.570769 [0.570439,0.571099] kappa 0.141538 kb_relative_information_score 206.700298 mean_absolute_error 0.464378 mean_prior_absolute_error 0.5 number_of_instances 2600 [1300,1300] precision 0.570769 [0.570878,0.570661] predictive_accuracy 0.570769 prior_entropy 1 recall 0.570769 [0.57,0.571538] relative_absolute_error 0.928755 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.521292 root_relative_squared_error 1.042584 scimark_benchmark 1246.290128251 [ 1312.92012163912, 861.330972030451, 340.314573181264, 1609.08646728228, 2107.79850712186 ] total_cost 0 usercpu_time_millis 2711.162 usercpu_time_millis_testing 0.233000000000061 usercpu_time_millis_training 2710.929 area_under_roc_curve 0.623846 [0.623846,0.623846] area_under_roc_curve 0.620414 [0.620414,0.620414] area_under_roc_curve 0.51432 [0.51432,0.51432] area_under_roc_curve 0.587278 [0.587278,0.587278] area_under_roc_curve 0.637041 [0.637041,0.637041] area_under_roc_curve 0.60142 [0.60142,0.60142] area_under_roc_curve 0.523018 [0.523018,0.523018] area_under_roc_curve 0.586272 [0.586272,0.586272] area_under_roc_curve 0.558107 [0.558107,0.558107] area_under_roc_curve 0.608994 [0.608994,0.608994] 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 0.626918 [0.625483,0.628352] f_measure 0.599787 [0.609023,0.590551] f_measure 0.510663 [0.48996,0.531365] f_measure 0.584615 [0.584615,0.584615] f_measure 0.63435 [0.624506,0.644195] f_measure 0.548497 [0.522449,0.574545] f_measure 0.523077 [0.523077,0.523077] f_measure 0.565224 [0.556863,0.573585] f_measure 0.533449 [0.556777,0.510121] f_measure 0.574886 [0.604317,0.545455] kappa 0.253846 kappa 0.2 kappa 0.023077 kappa 0.169231 kappa 0.269231 kappa 0.1 kappa 0.046154 kappa 0.130769 kappa 0.069231 kappa 0.153846 kb_relative_information_score 30.469217 kb_relative_information_score 27.657903 kb_relative_information_score 3.303493 kb_relative_information_score 21.990863 kb_relative_information_score 32.683265 kb_relative_information_score 24.028985 kb_relative_information_score 5.911578 kb_relative_information_score 21.064738 kb_relative_information_score 13.869479 kb_relative_information_score 25.720777 mean_absolute_error 0.448812 mean_absolute_error 0.451993 mean_absolute_error 0.49406 mean_absolute_error 0.462118 mean_absolute_error 0.445548 mean_absolute_error 0.457541 mean_absolute_error 0.488712 mean_absolute_error 0.462489 mean_absolute_error 0.476886 mean_absolute_error 0.455615 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] precision 0.626931 [0.627907,0.625954] precision 0.600213 [0.595588,0.604839] precision 0.511622 [0.512605,0.510638] precision 0.584615 [0.584615,0.584615] precision 0.635007 [0.642276,0.627737] precision 0.550675 [0.556522,0.544828] precision 0.523077 [0.523077,0.523077] precision 0.565481 [0.568,0.562963] precision 0.534965 [0.531469,0.538462] precision 0.578427 [0.567568,0.589286] predictive_accuracy 0.626923 predictive_accuracy 0.6 predictive_accuracy 0.511538 predictive_accuracy 0.584615 predictive_accuracy 0.634615 predictive_accuracy 0.55 predictive_accuracy 0.523077 predictive_accuracy 0.565385 predictive_accuracy 0.534615 predictive_accuracy 0.576923 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 recall 0.626923 [0.623077,0.630769] recall 0.6 [0.623077,0.576923] recall 0.511538 [0.469231,0.553846] recall 0.584615 [0.584615,0.584615] recall 0.634615 [0.607692,0.661538] recall 0.55 [0.492308,0.607692] recall 0.523077 [0.523077,0.523077] recall 0.565385 [0.546154,0.584615] recall 0.534615 [0.584615,0.484615] recall 0.576923 [0.646154,0.507692] relative_absolute_error 0.897624 relative_absolute_error 0.903986 relative_absolute_error 0.988119 relative_absolute_error 0.924237 relative_absolute_error 0.891097 relative_absolute_error 0.915082 relative_absolute_error 0.977423 relative_absolute_error 0.924979 relative_absolute_error 0.953773 relative_absolute_error 0.91123 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.506451 root_mean_squared_error 0.506035 root_mean_squared_error 0.555474 root_mean_squared_error 0.522356 root_mean_squared_error 0.499441 root_mean_squared_error 0.5154 root_mean_squared_error 0.541338 root_mean_squared_error 0.522113 root_mean_squared_error 0.529327 root_mean_squared_error 0.512413 root_relative_squared_error 1.012902 root_relative_squared_error 1.012069 root_relative_squared_error 1.110947 root_relative_squared_error 1.044712 root_relative_squared_error 0.998883 root_relative_squared_error 1.030799 root_relative_squared_error 1.082676 root_relative_squared_error 1.044227 root_relative_squared_error 1.058654 root_relative_squared_error 1.024826 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