2298047 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 385935 booster gblinear 5971 eta 0.960908030195781 5971 subsample 0.939742121123709 5971 lambda 0.0073945104880963 5971 alpha 0.923297423248765 5971 nrounds 1300 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 5551869 description https://api.openml.org/data/download/5551869/description2b224aca0803.xml -1 5551870 predictions https://api.openml.org/data/download/5551870/predictions2b2248882644.arff area_under_roc_curve 0.818434 [0.818434,0.818434] average_cost 0 f_measure 0.75647 [0.729698,0.77907] kappa 0.508894 kb_relative_information_score 1561.382927 mean_absolute_error 0.29996 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.756465 [0.742909,0.767908] predictive_accuracy 0.756865 prior_entropy 0.994847 recall 0.756865 [0.716948,0.79056] relative_absolute_error 0.604234 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.419092 root_relative_squared_error 0.841193 scimark_benchmark 1934.73930805517 [ 969.022577777778, 1361.80565936396, 523.776499512195, 2131.25203252032, 4687.83977110158 ] total_cost 0 usercpu_time_millis 398.766 usercpu_time_millis_testing 1.10800000000005 usercpu_time_millis_training 397.658 area_under_roc_curve 0.806629 [0.806629,0.806629] area_under_roc_curve 0.815729 [0.815729,0.815729] area_under_roc_curve 0.83277 [0.83277,0.83277] area_under_roc_curve 0.869086 [0.869086,0.869086] area_under_roc_curve 0.799261 [0.799261,0.799261] area_under_roc_curve 0.807481 [0.807481,0.807481] area_under_roc_curve 0.811805 [0.811805,0.811805] area_under_roc_curve 0.809999 [0.809999,0.809999] area_under_roc_curve 0.838092 [0.838092,0.838092] area_under_roc_curve 0.792082 [0.792082,0.792082] 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 0.731549 [0.708934,0.750617] f_measure 0.756705 [0.728358,0.780723] f_measure 0.768972 [0.734568,0.798122] f_measure 0.800334 [0.789916,0.80916] f_measure 0.743592 [0.715976,0.76699] f_measure 0.765333 [0.744186,0.783251] f_measure 0.753334 [0.719512,0.781991] f_measure 0.751501 [0.722388,0.775904] f_measure 0.769576 [0.737805,0.796209] f_measure 0.722372 [0.692308,0.747573] kappa 0.459586 kappa 0.509367 kappa 0.53404 kappa 0.599559 kappa 0.4831 kappa 0.527437 kappa 0.502423 kappa 0.498468 kappa 0.534672 kappa 0.439945 kb_relative_information_score 144.126033 kb_relative_information_score 150.001166 kb_relative_information_score 163.760364 kb_relative_information_score 176.909241 kb_relative_information_score 151.174575 kb_relative_information_score 151.850586 kb_relative_information_score 160.797209 kb_relative_information_score 152.680132 kb_relative_information_score 167.400559 kb_relative_information_score 142.683062 mean_absolute_error 0.315573 mean_absolute_error 0.308049 mean_absolute_error 0.290573 mean_absolute_error 0.274004 mean_absolute_error 0.30703 mean_absolute_error 0.306438 mean_absolute_error 0.293347 mean_absolute_error 0.303818 mean_absolute_error 0.285275 mean_absolute_error 0.315454 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 0.731809 [0.702857,0.756219] precision 0.756957 [0.748466,0.764151] precision 0.771763 [0.782895,0.762332] precision 0.802589 [0.762162,0.836842] precision 0.743567 [0.728916,0.755981] precision 0.765333 [0.744186,0.783251] precision 0.754794 [0.75641,0.753425] precision 0.751529 [0.737805,0.763033] precision 0.770669 [0.770701,0.770642] precision 0.722242 [0.700599,0.740385] predictive_accuracy 0.731383 predictive_accuracy 0.757333 predictive_accuracy 0.770667 predictive_accuracy 0.8 predictive_accuracy 0.744 predictive_accuracy 0.765333 predictive_accuracy 0.754667 predictive_accuracy 0.752 predictive_accuracy 0.770667 predictive_accuracy 0.722667 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 0.731383 [0.715116,0.745098] recall 0.757333 [0.709302,0.79803] recall 0.770667 [0.69186,0.837438] recall 0.8 [0.819767,0.783251] recall 0.744 [0.703488,0.778325] recall 0.765333 [0.744186,0.783251] recall 0.754667 [0.686047,0.812808] recall 0.752 [0.707602,0.789216] recall 0.770667 [0.707602,0.823529] recall 0.722667 [0.684211,0.754902] relative_absolute_error 0.635716 relative_absolute_error 0.62043 relative_absolute_error 0.585233 relative_absolute_error 0.551861 relative_absolute_error 0.618378 relative_absolute_error 0.617186 relative_absolute_error 0.59082 relative_absolute_error 0.612187 relative_absolute_error 0.574823 relative_absolute_error 0.635632 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 0.42862 root_mean_squared_error 0.420181 root_mean_squared_error 0.409958 root_mean_squared_error 0.383258 root_mean_squared_error 0.429174 root_mean_squared_error 0.42724 root_mean_squared_error 0.422245 root_mean_squared_error 0.423763 root_mean_squared_error 0.405196 root_mean_squared_error 0.438595 root_relative_squared_error 0.860361 root_relative_squared_error 0.843247 root_relative_squared_error 0.822732 root_relative_squared_error 0.769148 root_relative_squared_error 0.861294 root_relative_squared_error 0.857414 root_relative_squared_error 0.847388 root_relative_squared_error 0.850822 root_relative_squared_error 0.813543 root_relative_squared_error 0.880602 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