8855471 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5965 mlr.classif.ranger(9) 6830521 num.trees 938 5965 mtry 906 5965 min.node.size 3 5965 sample.fraction 0.830787159479223 5965 respect.unordered.factors TRUE 5965 num.threads 1 5965 verbose FALSE 5965 openml.seed 1 5965 openml.kind Mersenne-Twister 5965 openml.normal.kind Inversion 5965 botV1 mlrRandomBot sciBenchV1.0 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 18626497 description https://api.openml.org/data/download/18626497/description78301f40b089.xml -1 18626498 predictions https://api.openml.org/data/download/18626498/predictions78307aa0d226.arff area_under_roc_curve 0.877454 [0.877452,0.877455] average_cost 0 f_measure 0.810832 [0.789035,0.829233] kappa 0.618434 kb_relative_information_score 1666.086929 mean_absolute_error 0.292376 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.811123 [0.80781,0.81392] predictive_accuracy 0.81125 prior_entropy 0.994847 recall 0.81125 [0.771112,0.845133] relative_absolute_error 0.588957 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.374887 root_relative_squared_error 0.752466 scimark_benchmark 1731.56180876616 [ 899.093113402062, 1243.19677935484, 462.819751724138, 1899.59420289855, 4153.10519645121 ] total_cost 0 usercpu_time_millis 3393.534 usercpu_time_millis_testing 3.14700000000016 usercpu_time_millis_training 3390.387 area_under_roc_curve 0.885602 [0.885602,0.885602] area_under_roc_curve 0.872007 [0.872007,0.872007] area_under_roc_curve 0.881816 [0.881816,0.881816] area_under_roc_curve 0.919435 [0.919435,0.919435] area_under_roc_curve 0.891453 [0.891468,0.891439] area_under_roc_curve 0.862362 [0.86237,0.862355] area_under_roc_curve 0.860099 [0.860107,0.860093] area_under_roc_curve 0.879372 [0.879372,0.879372] area_under_roc_curve 0.881808 [0.881808,0.881808] area_under_roc_curve 0.845631 [0.845631,0.845631] 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 0.819149 [0.802326,0.833333] f_measure 0.788632 [0.762763,0.810552] f_measure 0.809723 [0.784195,0.831354] f_measure 0.85606 [0.843931,0.866337] f_measure 0.815388 [0.792793,0.834532] f_measure 0.79462 [0.77551,0.810811] f_measure 0.799004 [0.772036,0.821853] f_measure 0.807087 [0.780488,0.829384] f_measure 0.831126 [0.807339,0.851064] f_measure 0.786761 [0.767442,0.802956] kappa 0.635659 kappa 0.573686 kappa 0.616172 kappa 0.710276 kappa 0.62765 kappa 0.586324 kappa 0.594548 kappa 0.610423 kappa 0.658958 kappa 0.57041 kb_relative_information_score 175.722832 kb_relative_information_score 160.585589 kb_relative_information_score 166.67687 kb_relative_information_score 186.008842 kb_relative_information_score 170.413726 kb_relative_information_score 158.161408 kb_relative_information_score 160.853452 kb_relative_information_score 162.008986 kb_relative_information_score 174.765882 kb_relative_information_score 150.889341 mean_absolute_error 0.280704 mean_absolute_error 0.300138 mean_absolute_error 0.292409 mean_absolute_error 0.268778 mean_absolute_error 0.287504 mean_absolute_error 0.302922 mean_absolute_error 0.299225 mean_absolute_error 0.299141 mean_absolute_error 0.282734 mean_absolute_error 0.310236 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 0.819149 [0.802326,0.833333] precision 0.789307 [0.78882,0.78972] precision 0.811423 [0.821656,0.802752] precision 0.856168 [0.83908,0.870647] precision 0.816199 [0.819876,0.813084] precision 0.794584 [0.777778,0.808824] precision 0.800614 [0.808917,0.793578] precision 0.808468 [0.815287,0.802752] precision 0.832969 [0.846154,0.821918] precision 0.786901 [0.763006,0.806931] predictive_accuracy 0.819149 predictive_accuracy 0.789333 predictive_accuracy 0.810667 predictive_accuracy 0.856 predictive_accuracy 0.816 predictive_accuracy 0.794667 predictive_accuracy 0.8 predictive_accuracy 0.808 predictive_accuracy 0.832 predictive_accuracy 0.786667 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 0.819149 [0.802326,0.833333] recall 0.789333 [0.738372,0.832512] recall 0.810667 [0.75,0.862069] recall 0.856 [0.848837,0.862069] recall 0.816 [0.767442,0.857143] recall 0.794667 [0.773256,0.812808] recall 0.8 [0.738372,0.852217] recall 0.808 [0.748538,0.857843] recall 0.832 [0.77193,0.882353] recall 0.786667 [0.77193,0.79902] relative_absolute_error 0.565472 relative_absolute_error 0.604498 relative_absolute_error 0.588931 relative_absolute_error 0.541337 relative_absolute_error 0.579052 relative_absolute_error 0.610103 relative_absolute_error 0.602659 relative_absolute_error 0.602763 relative_absolute_error 0.569703 relative_absolute_error 0.625118 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 0.367885 root_mean_squared_error 0.379691 root_mean_squared_error 0.372795 root_mean_squared_error 0.342926 root_mean_squared_error 0.365755 root_mean_squared_error 0.386522 root_mean_squared_error 0.386918 root_mean_squared_error 0.374805 root_mean_squared_error 0.368002 root_mean_squared_error 0.400688 root_relative_squared_error 0.738448 root_relative_squared_error 0.761989 root_relative_squared_error 0.748149 root_relative_squared_error 0.688207 root_relative_squared_error 0.734021 root_relative_squared_error 0.775698 root_relative_squared_error 0.776492 root_relative_squared_error 0.752524 root_relative_squared_error 0.738866 root_relative_squared_error 0.804493 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