2298241 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 386117 booster gblinear 5971 eta 0.0433739444309916 5971 subsample 0.593087870208547 5971 lambda 2.02147131182023 5971 alpha 11.8440779082103 5971 nrounds 2727 5971 verbose 0 5971 openml.seed 1 5971 openml.kind Mersenne-Twister 5971 openml.normal.kind Inversion 5971 botV1 mlrRandomBot sciBenchV1.0 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 5552281 description https://api.openml.org/data/download/5552281/description28796ec41e65.xml -1 5552282 predictions https://api.openml.org/data/download/5552282/predictions287925af451f.arff area_under_roc_curve 0.819672 [0.819672,0.819672] average_cost 0 f_measure 0.758919 [0.728369,0.784707] kappa 0.513556 kb_relative_information_score 1234.212725 mean_absolute_error 0.351102 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.759536 [0.755,0.763366] predictive_accuracy 0.759797 prior_entropy 0.994847 recall 0.759797 [0.703553,0.807276] relative_absolute_error 0.707253 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.413234 root_relative_squared_error 0.829434 scimark_benchmark 1759.50994655355 [ 915.611884514435, 1280.36877607973, 473.01401938326, 1927.52941176471, 4201.02564102564 ] total_cost 0 usercpu_time_millis 1248.556 usercpu_time_millis_testing 0.417000000000058 usercpu_time_millis_training 1248.139 area_under_roc_curve 0.79825 [0.79825,0.79825] area_under_roc_curve 0.805963 [0.805963,0.805963] area_under_roc_curve 0.830164 [0.830164,0.830164] area_under_roc_curve 0.8749 [0.8749,0.8749] area_under_roc_curve 0.829562 [0.829562,0.829562] area_under_roc_curve 0.817562 [0.817562,0.817562] area_under_roc_curve 0.829534 [0.829534,0.829534] area_under_roc_curve 0.816449 [0.816449,0.816449] area_under_roc_curve 0.827944 [0.827944,0.827944] area_under_roc_curve 0.771414 [0.771414,0.771414] 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 0.733035 [0.698795,0.761905] f_measure 0.750765 [0.717325,0.779097] f_measure 0.779717 [0.746914,0.807512] f_measure 0.788788 [0.764179,0.809639] f_measure 0.771539 [0.736842,0.800937] f_measure 0.744106 [0.722543,0.762376] f_measure 0.766163 [0.73065,0.796253] f_measure 0.748742 [0.718563,0.774038] f_measure 0.772355 [0.741641,0.7981] f_measure 0.733333 [0.707602,0.754902] kappa 0.461256 kappa 0.497239 kappa 0.555713 kappa 0.574066 kappa 0.539252 kappa 0.484934 kappa 0.528411 kappa 0.492835 kappa 0.540302 kappa 0.462504 kb_relative_information_score 112.989057 kb_relative_information_score 119.317506 kb_relative_information_score 129.36439 kb_relative_information_score 142.441672 kb_relative_information_score 126.311836 kb_relative_information_score 120.132668 kb_relative_information_score 130.082855 kb_relative_information_score 120.236757 kb_relative_information_score 129.022822 kb_relative_information_score 104.313161 mean_absolute_error 0.363601 mean_absolute_error 0.356721 mean_absolute_error 0.344518 mean_absolute_error 0.328814 mean_absolute_error 0.348466 mean_absolute_error 0.354344 mean_absolute_error 0.342628 mean_absolute_error 0.354711 mean_absolute_error 0.343768 mean_absolute_error 0.373416 mean_prior_absolute_error 0.496406 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.73354 [0.725,0.740741] precision 0.751972 [0.751592,0.752294] precision 0.782653 [0.796053,0.7713] precision 0.789161 [0.785276,0.792453] precision 0.774716 [0.788079,0.763393] precision 0.744255 [0.718391,0.766169] precision 0.769262 [0.781457,0.758929] precision 0.748838 [0.736196,0.759434] precision 0.773263 [0.772152,0.774194] precision 0.733333 [0.707602,0.754902] predictive_accuracy 0.734043 predictive_accuracy 0.752 predictive_accuracy 0.781333 predictive_accuracy 0.789333 predictive_accuracy 0.773333 predictive_accuracy 0.744 predictive_accuracy 0.768 predictive_accuracy 0.749333 predictive_accuracy 0.773333 predictive_accuracy 0.733333 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 recall 0.734043 [0.674419,0.784314] recall 0.752 [0.686047,0.807882] recall 0.781333 [0.703488,0.847291] recall 0.789333 [0.744186,0.827586] recall 0.773333 [0.69186,0.842365] recall 0.744 [0.726744,0.758621] recall 0.768 [0.686047,0.837438] recall 0.749333 [0.701754,0.789216] recall 0.773333 [0.71345,0.823529] recall 0.733333 [0.707602,0.754902] relative_absolute_error 0.732467 relative_absolute_error 0.718459 relative_absolute_error 0.693882 relative_absolute_error 0.662252 relative_absolute_error 0.701833 relative_absolute_error 0.713671 relative_absolute_error 0.690074 relative_absolute_error 0.714735 relative_absolute_error 0.692684 relative_absolute_error 0.752425 root_mean_prior_squared_error 0.498186 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_squared_error 0.427731 root_mean_squared_error 0.418702 root_mean_squared_error 0.406485 root_mean_squared_error 0.384364 root_mean_squared_error 0.40615 root_mean_squared_error 0.416344 root_mean_squared_error 0.408838 root_mean_squared_error 0.414919 root_mean_squared_error 0.407978 root_mean_squared_error 0.438525 root_relative_squared_error 0.858577 root_relative_squared_error 0.840279 root_relative_squared_error 0.81576 root_relative_squared_error 0.771368 root_relative_squared_error 0.815088 root_relative_squared_error 0.835547 root_relative_squared_error 0.820482 root_relative_squared_error 0.833065 root_relative_squared_error 0.819129 root_relative_squared_error 0.88046 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