2298063 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 385951 booster gblinear 5971 eta 0.00250975285068061 5971 subsample 0.245776754058898 5971 lambda 0.463123672300562 5971 alpha 5.03428870152682 5971 nrounds 3312 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 5551901 description https://api.openml.org/data/download/5551901/description50246ce60b66.xml -1 5551902 predictions https://api.openml.org/data/download/5551902/predictions50244b000e6f.arff area_under_roc_curve 0.831855 [0.831855,0.831855] average_cost 0 f_measure 0.766392 [0.736652,0.791497] kappa 0.52863 kb_relative_information_score 1356.864077 mean_absolute_error 0.333271 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.767086 [0.76408,0.769624] predictive_accuracy 0.767262 prior_entropy 0.994847 recall 0.767262 [0.711124,0.814651] relative_absolute_error 0.671335 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.406369 root_relative_squared_error 0.815656 scimark_benchmark 1727.8881300642 [ 906.099033766234, 1247.22006990291, 462.819751724138, 1885.92805755396, 4137.37373737374 ] total_cost 0 usercpu_time_millis 1092.948 usercpu_time_millis_testing 0.414999999999964 usercpu_time_millis_training 1092.533 area_under_roc_curve 0.81287 [0.81287,0.81287] area_under_roc_curve 0.826097 [0.826097,0.826097] area_under_roc_curve 0.855281 [0.855281,0.855281] area_under_roc_curve 0.885382 [0.885382,0.885382] area_under_roc_curve 0.834002 [0.834002,0.834002] area_under_roc_curve 0.819452 [0.819452,0.819452] area_under_roc_curve 0.838298 [0.838298,0.838298] area_under_roc_curve 0.822784 [0.822784,0.822784] area_under_roc_curve 0.839697 [0.839697,0.839697] area_under_roc_curve 0.791194 [0.791194,0.791194] 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 0.738578 [0.706587,0.76555] f_measure 0.755412 [0.718266,0.786885] f_measure 0.798624 [0.769231,0.823529] f_measure 0.812915 [0.791667,0.830918] f_measure 0.764267 [0.733333,0.790476] f_measure 0.760185 [0.741379,0.776119] f_measure 0.768467 [0.73125,0.8] f_measure 0.753906 [0.722892,0.779904] f_measure 0.772716 [0.744745,0.796163] f_measure 0.73805 [0.706587,0.764423] kappa 0.472515 kappa 0.506729 kappa 0.593822 kappa 0.622758 kappa 0.524482 kappa 0.517554 kappa 0.533204 kappa 0.503154 kappa 0.541175 kappa 0.471253 kb_relative_information_score 123.418541 kb_relative_information_score 131.768319 kb_relative_information_score 147.074361 kb_relative_information_score 157.565794 kb_relative_information_score 136.083137 kb_relative_information_score 128.545814 kb_relative_information_score 141.988347 kb_relative_information_score 129.689423 kb_relative_information_score 142.371653 kb_relative_information_score 118.358689 mean_absolute_error 0.348209 mean_absolute_error 0.338861 mean_absolute_error 0.319896 mean_absolute_error 0.306837 mean_absolute_error 0.333354 mean_absolute_error 0.342248 mean_absolute_error 0.325412 mean_absolute_error 0.339785 mean_absolute_error 0.324181 mean_absolute_error 0.353892 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 0.738849 [0.728395,0.747664] precision 0.758353 [0.768212,0.75] precision 0.801454 [0.816993,0.788288] precision 0.813244 [0.810976,0.815166] precision 0.765365 [0.765823,0.764977] precision 0.760544 [0.732955,0.78392] precision 0.772768 [0.790541,0.757709] precision 0.754231 [0.745342,0.761682] precision 0.772999 [0.765432,0.779343] precision 0.73811 [0.723926,0.75] predictive_accuracy 0.739362 predictive_accuracy 0.757333 predictive_accuracy 0.8 predictive_accuracy 0.813333 predictive_accuracy 0.765333 predictive_accuracy 0.76 predictive_accuracy 0.770667 predictive_accuracy 0.754667 predictive_accuracy 0.773333 predictive_accuracy 0.738667 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 0.739362 [0.686047,0.784314] recall 0.757333 [0.674419,0.827586] recall 0.8 [0.726744,0.862069] recall 0.813333 [0.773256,0.847291] recall 0.765333 [0.703488,0.817734] recall 0.76 [0.75,0.768473] recall 0.770667 [0.680233,0.847291] recall 0.754667 [0.701754,0.79902] recall 0.773333 [0.725146,0.813725] recall 0.738667 [0.690058,0.779412] relative_absolute_error 0.701461 relative_absolute_error 0.682487 relative_absolute_error 0.644291 relative_absolute_error 0.61799 relative_absolute_error 0.671396 relative_absolute_error 0.689309 relative_absolute_error 0.655401 relative_absolute_error 0.684658 relative_absolute_error 0.653217 relative_absolute_error 0.713085 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 0.420408 root_mean_squared_error 0.409255 root_mean_squared_error 0.39192 root_mean_squared_error 0.37331 root_mean_squared_error 0.404176 root_mean_squared_error 0.414555 root_mean_squared_error 0.403148 root_mean_squared_error 0.4122 root_mean_squared_error 0.401678 root_mean_squared_error 0.430273 root_relative_squared_error 0.843877 root_relative_squared_error 0.821321 root_relative_squared_error 0.78653 root_relative_squared_error 0.749183 root_relative_squared_error 0.811127 root_relative_squared_error 0.831957 root_relative_squared_error 0.809064 root_relative_squared_error 0.827605 root_relative_squared_error 0.80648 root_relative_squared_error 0.863892 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