7834574 2702 OpenML_Bot R 9976 Supervised Classification 6767 mlr.classif.xgboost(9) 5866262 eta 0.00256349366674028 6767 max_depth 8 6767 min_child_weight 10.04229507406 6767 subsample 0.494401153596118 6767 colsample_bytree 0.759212105069309 6767 colsample_bylevel 0.839111532550305 6767 lambda 0.00393395571757354 6767 alpha 2.55189153163696 6767 nthread 1 6767 nrounds 2607 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot11 botV1 mlrRandomBot sciBenchV1.0 1485 madelon https://www.openml.org/data/download/1590986/phpfLuQE4 -1 16592905 description https://api.openml.org/data/download/16592905/description6f0a7847de97.xml -1 16592906 predictions https://api.openml.org/data/download/16592906/predictions6f0a2b41fe11.arff area_under_roc_curve 0.871799 [0.871799,0.871799] average_cost 0 f_measure 0.799117 [0.794326,0.803907] kappa 0.598462 kb_relative_information_score 801.248754 mean_absolute_error 0.367543 mean_prior_absolute_error 0.5 number_of_instances 2600 [1300,1300] precision 0.799913 [0.814216,0.785609] predictive_accuracy 0.799231 prior_entropy 1 recall 0.799231 [0.775385,0.823077] relative_absolute_error 0.735085 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.400384 root_relative_squared_error 0.800768 scimark_benchmark 1283.33852686648 [ 1302.68704871557, 871.807392574488, 438.830298995393, 1670.13038974211, 2133.23750430482 ] total_cost 0 usercpu_time_millis 5864.728 usercpu_time_millis_testing 3.27099999999791 usercpu_time_millis_training 5861.457 area_under_roc_curve 0.87787 [0.87787,0.87787] area_under_roc_curve 0.874142 [0.874142,0.874142] area_under_roc_curve 0.869349 [0.869349,0.869349] area_under_roc_curve 0.890828 [0.890828,0.890828] area_under_roc_curve 0.886627 [0.886627,0.886627] area_under_roc_curve 0.885799 [0.885799,0.885799] area_under_roc_curve 0.859822 [0.859822,0.859822] area_under_roc_curve 0.850118 [0.850118,0.850118] area_under_roc_curve 0.827396 [0.827396,0.827396] area_under_roc_curve 0.89497 [0.89497,0.89497] 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 0.815286 [0.811024,0.819549] f_measure 0.792259 [0.795455,0.789062] f_measure 0.810527 [0.79668,0.824373] f_measure 0.842193 [0.837945,0.846442] f_measure 0.796151 [0.795367,0.796935] f_measure 0.799573 [0.790323,0.808824] f_measure 0.765214 [0.758893,0.771536] f_measure 0.788458 [0.789272,0.787645] f_measure 0.77691 [0.775194,0.778626] f_measure 0.803355 [0.793522,0.813187] kappa 0.630769 kappa 0.584615 kappa 0.623077 kappa 0.684615 kappa 0.592308 kappa 0.6 kappa 0.530769 kappa 0.576923 kappa 0.553846 kappa 0.607692 kb_relative_information_score 79.921042 kb_relative_information_score 82.680352 kb_relative_information_score 79.135883 kb_relative_information_score 86.359324 kb_relative_information_score 83.481544 kb_relative_information_score 84.501463 kb_relative_information_score 77.047075 kb_relative_information_score 74.377203 kb_relative_information_score 70.144972 kb_relative_information_score 83.599895 mean_absolute_error 0.368525 mean_absolute_error 0.362897 mean_absolute_error 0.369948 mean_absolute_error 0.358139 mean_absolute_error 0.361472 mean_absolute_error 0.359568 mean_absolute_error 0.371721 mean_absolute_error 0.377163 mean_absolute_error 0.384541 mean_absolute_error 0.361453 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 0.816058 [0.830645,0.801471] precision 0.792585 [0.783582,0.801587] precision 0.818338 [0.864865,0.771812] precision 0.843303 [0.861789,0.824818] precision 0.796171 [0.79845,0.793893] precision 0.802578 [0.830508,0.774648] precision 0.766156 [0.780488,0.751825] precision 0.788479 [0.78626,0.790698] precision 0.776989 [0.78125,0.772727] precision 0.806915 [0.837607,0.776224] predictive_accuracy 0.815385 predictive_accuracy 0.792308 predictive_accuracy 0.811538 predictive_accuracy 0.842308 predictive_accuracy 0.796154 predictive_accuracy 0.8 predictive_accuracy 0.765385 predictive_accuracy 0.788462 predictive_accuracy 0.776923 predictive_accuracy 0.803846 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 0.815385 [0.792308,0.838462] recall 0.792308 [0.807692,0.776923] recall 0.811538 [0.738462,0.884615] recall 0.842308 [0.815385,0.869231] recall 0.796154 [0.792308,0.8] recall 0.8 [0.753846,0.846154] recall 0.765385 [0.738462,0.792308] recall 0.788462 [0.792308,0.784615] recall 0.776923 [0.769231,0.784615] recall 0.803846 [0.753846,0.853846] relative_absolute_error 0.73705 relative_absolute_error 0.725795 relative_absolute_error 0.739896 relative_absolute_error 0.716278 relative_absolute_error 0.722943 relative_absolute_error 0.719136 relative_absolute_error 0.743443 relative_absolute_error 0.754325 relative_absolute_error 0.769081 relative_absolute_error 0.722906 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 0.399253 root_mean_squared_error 0.397209 root_mean_squared_error 0.403385 root_mean_squared_error 0.390024 root_mean_squared_error 0.393256 root_mean_squared_error 0.392668 root_mean_squared_error 0.405751 root_mean_squared_error 0.410184 root_mean_squared_error 0.419612 root_mean_squared_error 0.391487 root_relative_squared_error 0.798505 root_relative_squared_error 0.794417 root_relative_squared_error 0.80677 root_relative_squared_error 0.780049 root_relative_squared_error 0.786513 root_relative_squared_error 0.785335 root_relative_squared_error 0.811501 root_relative_squared_error 0.820367 root_relative_squared_error 0.839224 root_relative_squared_error 0.782973 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