2298068 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 385955 booster gblinear 5971 eta 0.638703958174459 5971 subsample 0.313136804313399 5971 lambda 0.879193820563963 5971 alpha 399.410049278794 5971 nrounds 4808 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 5551913 description https://api.openml.org/data/download/5551913/description777d4509d96a.xml -1 5551914 predictions https://api.openml.org/data/download/5551914/predictions777d1a85ad9.arff area_under_roc_curve 0.60769 [0.60769,0.60769] average_cost 0 f_measure 0.381313 [0,0.703198] kappa 0 kb_relative_information_score 1.506631 mean_absolute_error 0.496291 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.294041 [0,0.542255] predictive_accuracy 0.542255 prior_entropy 0.994847 recall 0.542255 [0,1] relative_absolute_error 0.999718 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.498072 root_relative_squared_error 0.999721 scimark_benchmark 1842.81551697516 [ 942.832778378379, 1319.83219726027, 494.811900460829, 2016.49230769231, 4440.10840108401 ] total_cost 0 usercpu_time_millis 1468.752 usercpu_time_millis_testing 0.400000000000006 usercpu_time_millis_training 1468.352 area_under_roc_curve 0.715857 [0.715857,0.715857] 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 0.720272 [0.720272,0.720272] 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 0.702313 [0.702313,0.702313] 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 0.381658 [0,0.703448] f_measure 0.380245 [0,0.702422] f_measure 0.380245 [0,0.702422] f_measure 0.380245 [0,0.702422] f_measure 0.380245 [0,0.702422] f_measure 0.380245 [0,0.702422] f_measure 0.380245 [0,0.702422] f_measure 0.383337 [0,0.704663] f_measure 0.383337 [0,0.704663] f_measure 0.383337 [0,0.704663] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.349246 kb_relative_information_score 0.010356 kb_relative_information_score 0.010361 kb_relative_information_score 0.010361 kb_relative_information_score 0.010356 kb_relative_information_score 0.152822 kb_relative_information_score 0.010356 kb_relative_information_score -0.017893 kb_relative_information_score -0.0179 kb_relative_information_score 0.988567 mean_absolute_error 0.496084 mean_absolute_error 0.496498 mean_absolute_error 0.496498 mean_absolute_error 0.496498 mean_absolute_error 0.496498 mean_absolute_error 0.496363 mean_absolute_error 0.496498 mean_absolute_error 0.496299 mean_absolute_error 0.496299 mean_absolute_error 0.495371 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 0.294364 [0,0.542553] precision 0.293042 [0,0.541333] precision 0.293042 [0,0.541333] precision 0.293042 [0,0.541333] precision 0.293042 [0,0.541333] precision 0.293042 [0,0.541333] precision 0.293042 [0,0.541333] precision 0.295936 [0,0.544] precision 0.295936 [0,0.544] precision 0.295936 [0,0.544] predictive_accuracy 0.542553 predictive_accuracy 0.541333 predictive_accuracy 0.541333 predictive_accuracy 0.541333 predictive_accuracy 0.541333 predictive_accuracy 0.541333 predictive_accuracy 0.541333 predictive_accuracy 0.544 predictive_accuracy 0.544 predictive_accuracy 0.544 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 0.542553 [0,1] recall 0.541333 [0,1] recall 0.541333 [0,1] recall 0.541333 [0,1] recall 0.541333 [0,1] recall 0.541333 [0,1] recall 0.541333 [0,1] recall 0.544 [0,1] recall 0.544 [0,1] recall 0.544 [0,1] relative_absolute_error 0.999351 relative_absolute_error 0.999979 relative_absolute_error 0.999979 relative_absolute_error 0.999979 relative_absolute_error 0.999979 relative_absolute_error 0.999706 relative_absolute_error 0.999979 relative_absolute_error 1.00003 relative_absolute_error 1.00003 relative_absolute_error 0.998161 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 0.497861 root_mean_squared_error 0.49829 root_mean_squared_error 0.49829 root_mean_squared_error 0.49829 root_mean_squared_error 0.49829 root_mean_squared_error 0.498152 root_mean_squared_error 0.49829 root_mean_squared_error 0.498064 root_mean_squared_error 0.498064 root_mean_squared_error 0.497131 root_relative_squared_error 0.999348 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 0.999723 root_relative_squared_error 1 root_relative_squared_error 1.000001 root_relative_squared_error 1.000001 root_relative_squared_error 0.998129 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