2298118 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 386004 eta 0.00728499586186394 5971 max_depth 13 5971 min_child_weight 1.31438284897078 5971 subsample 0.533228480210528 5971 colsample_bytree 0.6516853782814 5971 colsample_bylevel 0.0436891224235296 5971 lambda 6.26573938699406 5971 alpha 412.86679740748 5971 nrounds 2249 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 5552015 description https://api.openml.org/data/download/5552015/description45614e3bc34e.xml -1 5552016 predictions https://api.openml.org/data/download/5552016/predictions456165d8cce9.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 f_measure 0.287472 [0.628018,0] kappa 0 kb_relative_information_score -40.567646 mean_absolute_error 0.5 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.20953 [0.457745,0] predictive_accuracy 0.457745 prior_entropy 0.994847 recall 0.457745 [1,0] relative_absolute_error 1.00719 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.5 root_relative_squared_error 1.00359 scimark_benchmark 1840.30774761507 [ 950.539858310627, 1319.83219726027, 492.542121100917, 2016.49230769231, 4422.1322537112 ] total_cost 0 usercpu_time_millis 235.934 usercpu_time_millis_testing 0.574000000000034 usercpu_time_millis_training 235.36 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] 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 0.287156 [0.627737,0] f_measure 0.288449 [0.628885,0] f_measure 0.288449 [0.628885,0] f_measure 0.288449 [0.628885,0] f_measure 0.288449 [0.628885,0] f_measure 0.288449 [0.628885,0] f_measure 0.288449 [0.628885,0] f_measure 0.285626 [0.626374,0] f_measure 0.285626 [0.626374,0] f_measure 0.285626 [0.626374,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -4.095157 kb_relative_information_score -3.967183 kb_relative_information_score -3.967183 kb_relative_information_score -3.967183 kb_relative_information_score -3.967183 kb_relative_information_score -3.967183 kb_relative_information_score -3.967183 kb_relative_information_score -4.22313 kb_relative_information_score -4.22313 kb_relative_information_score -4.22313 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 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 0.209258 [0.457447,0] precision 0.210375 [0.458667,0] precision 0.210375 [0.458667,0] precision 0.210375 [0.458667,0] precision 0.210375 [0.458667,0] precision 0.210375 [0.458667,0] precision 0.210375 [0.458667,0] precision 0.207936 [0.456,0] precision 0.207936 [0.456,0] precision 0.207936 [0.456,0] predictive_accuracy 0.457447 predictive_accuracy 0.458667 predictive_accuracy 0.458667 predictive_accuracy 0.458667 predictive_accuracy 0.458667 predictive_accuracy 0.458667 predictive_accuracy 0.458667 predictive_accuracy 0.456 predictive_accuracy 0.456 predictive_accuracy 0.456 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 0.457447 [1,0] recall 0.458667 [1,0] recall 0.458667 [1,0] recall 0.458667 [1,0] recall 0.458667 [1,0] recall 0.458667 [1,0] recall 0.458667 [1,0] recall 0.456 [1,0] recall 0.456 [1,0] recall 0.456 [1,0] relative_absolute_error 1.007241 relative_absolute_error 1.007032 relative_absolute_error 1.007032 relative_absolute_error 1.007032 relative_absolute_error 1.007032 relative_absolute_error 1.007032 relative_absolute_error 1.007032 relative_absolute_error 1.007489 relative_absolute_error 1.007489 relative_absolute_error 1.007489 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 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_relative_squared_error 1.003641 root_relative_squared_error 1.003433 root_relative_squared_error 1.003433 root_relative_squared_error 1.003433 root_relative_squared_error 1.003433 root_relative_squared_error 1.003433 root_relative_squared_error 1.003433 root_relative_squared_error 1.003888 root_relative_squared_error 1.003888 root_relative_squared_error 1.003888 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