2242631 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 346304 eta 0.122606579504908 5971 min_child_weight 52.5266795700115 5971 subsample 0.571955237817019 5971 colsample_bytree 0.778104206547141 5971 colsample_bylevel 0.144187155878171 5971 lambda 0.00169584568269207 5971 alpha 38.6413917598768 5971 nrounds 2730 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 5440353 description https://api.openml.org/data/download/5440353/description15d5c774935.xml -1 5440354 predictions https://api.openml.org/data/download/5440354/predictions15d30e8960d.arff area_under_roc_curve 0.833354 [0.833354,0.833354] average_cost 0 f_measure 0.76345 [0.735426,0.787106] kappa 0.522804 kb_relative_information_score 1249.645938 mean_absolute_error 0.349241 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.763705 [0.755528,0.770608] predictive_accuracy 0.764063 prior_entropy 0.994847 recall 0.764063 [0.716366,0.804326] relative_absolute_error 0.703503 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.407619 root_relative_squared_error 0.818165 scimark_benchmark 1844.4902596651 [ 955.748295890411, 1310.85374693878, 485.856028959277, 1993.49049429658, 4476.50273224044 ] total_cost 0 usercpu_time_millis 435.234 usercpu_time_millis_testing 0.548000000000002 usercpu_time_millis_training 434.686 area_under_roc_curve 0.81535 [0.81535,0.81535] area_under_roc_curve 0.830164 [0.830164,0.830164] area_under_roc_curve 0.852503 [0.852503,0.852503] area_under_roc_curve 0.884952 [0.884952,0.884952] area_under_roc_curve 0.854393 [0.854393,0.854393] area_under_roc_curve 0.8216 [0.8216,0.8216] area_under_roc_curve 0.833629 [0.833629,0.833629] area_under_roc_curve 0.834767 [0.834767,0.834767] area_under_roc_curve 0.840815 [0.840815,0.840815] area_under_roc_curve 0.769579 [0.769579,0.769579] 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 0.747281 [0.723032,0.767726] f_measure 0.774982 [0.745455,0.8] f_measure 0.796232 [0.768293,0.819905] f_measure 0.778714 [0.75942,0.795062] f_measure 0.76236 [0.737463,0.783455] f_measure 0.72026 [0.69914,0.738155] f_measure 0.779938 [0.748466,0.806604] f_measure 0.773769 [0.735849,0.805556] f_measure 0.782671 [0.750769,0.809412] f_measure 0.717333 [0.690058,0.740196] kappa 0.490762 kappa 0.546096 kappa 0.588958 kappa 0.554485 kappa 0.521004 kappa 0.437396 kappa 0.556111 kappa 0.543319 kappa 0.561099 kappa 0.430255 kb_relative_information_score 118.720677 kb_relative_information_score 122.8826 kb_relative_information_score 132.868243 kb_relative_information_score 143.903701 kb_relative_information_score 129.323772 kb_relative_information_score 117.855802 kb_relative_information_score 130.00368 kb_relative_information_score 121.794762 kb_relative_information_score 131.190159 kb_relative_information_score 101.102541 mean_absolute_error 0.35675 mean_absolute_error 0.352232 mean_absolute_error 0.340421 mean_absolute_error 0.326155 mean_absolute_error 0.343894 mean_absolute_error 0.35659 mean_absolute_error 0.34427 mean_absolute_error 0.353715 mean_absolute_error 0.34172 mean_absolute_error 0.376639 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 0.747232 [0.725146,0.765854] precision 0.77616 [0.778481,0.774194] precision 0.79809 [0.807692,0.789954] precision 0.778773 [0.757225,0.79703] precision 0.762326 [0.748503,0.774038] precision 0.720776 [0.689266,0.747475] precision 0.782219 [0.792208,0.773756] precision 0.778097 [0.795918,0.763158] precision 0.784631 [0.792208,0.778281] precision 0.717333 [0.690058,0.740196] predictive_accuracy 0.74734 predictive_accuracy 0.776 predictive_accuracy 0.797333 predictive_accuracy 0.778667 predictive_accuracy 0.762667 predictive_accuracy 0.72 predictive_accuracy 0.781333 predictive_accuracy 0.776 predictive_accuracy 0.784 predictive_accuracy 0.717333 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 0.74734 [0.72093,0.769608] recall 0.776 [0.715116,0.827586] recall 0.797333 [0.732558,0.852217] recall 0.778667 [0.761628,0.793103] recall 0.762667 [0.726744,0.793103] recall 0.72 [0.709302,0.729064] recall 0.781333 [0.709302,0.842365] recall 0.776 [0.684211,0.852941] recall 0.784 [0.71345,0.843137] recall 0.717333 [0.690058,0.740196] relative_absolute_error 0.718666 relative_absolute_error 0.709418 relative_absolute_error 0.685629 relative_absolute_error 0.656897 relative_absolute_error 0.692625 relative_absolute_error 0.718194 relative_absolute_error 0.693382 relative_absolute_error 0.712727 relative_absolute_error 0.688559 relative_absolute_error 0.758918 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 0.416943 root_mean_squared_error 0.409675 root_mean_squared_error 0.397538 root_mean_squared_error 0.380066 root_mean_squared_error 0.397949 root_mean_squared_error 0.415461 root_mean_squared_error 0.404418 root_mean_squared_error 0.408302 root_mean_squared_error 0.40163 root_mean_squared_error 0.441372 root_relative_squared_error 0.836921 root_relative_squared_error 0.822162 root_relative_squared_error 0.797805 root_relative_squared_error 0.762741 root_relative_squared_error 0.798631 root_relative_squared_error 0.833775 root_relative_squared_error 0.811612 root_relative_squared_error 0.819779 root_relative_squared_error 0.806384 root_relative_squared_error 0.886177 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