8067480 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5965 mlr.classif.ranger(9) 6097870 num.trees 1808 5965 mtry 1572 5965 min.node.size 1222 5965 sample.fraction 0.502595204696991 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 sciBenchV10 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 17057427 description https://api.openml.org/data/download/17057427/description41633ef75ca.xml -1 17057428 predictions https://api.openml.org/data/download/17057428/predictions41630edf222.arff area_under_roc_curve 0.783189 [0.783189,0.783189] average_cost 0 f_measure 0.737229 [0.719203,0.752445] kappa 0.471896 kb_relative_information_score 952.216962 mean_absolute_error 0.389805 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.738275 [0.703003,0.768049] predictive_accuracy 0.73687 prior_entropy 0.994847 recall 0.73687 [0.736168,0.737463] relative_absolute_error 0.785215 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.437746 root_relative_squared_error 0.878636 scimark_benchmark 1847.8628585612 [ 955.748295890411, 1324.36770309278, 494.811900460829, 2024.27799227799, 4440.10840108401 ] total_cost 0 usercpu_time_millis 296.86 usercpu_time_millis_testing 1.61400000000005 usercpu_time_millis_training 295.246 area_under_roc_curve 0.777018 [0.777018,0.777018] area_under_roc_curve 0.794564 [0.794564,0.794564] area_under_roc_curve 0.801982 [0.801982,0.801982] area_under_roc_curve 0.827414 [0.827414,0.827414] area_under_roc_curve 0.808025 [0.808025,0.808025] area_under_roc_curve 0.781805 [0.781805,0.781805] area_under_roc_curve 0.81898 [0.81898,0.81898] area_under_roc_curve 0.791294 [0.791294,0.791294] area_under_roc_curve 0.816864 [0.816864,0.816864] area_under_roc_curve 0.734964 [0.734964,0.734964] 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 0.715892 [0.698592,0.730479] f_measure 0.725721 [0.708215,0.740554] f_measure 0.75702 [0.731563,0.778589] f_measure 0.763039 [0.749296,0.774684] f_measure 0.752149 [0.731988,0.769231] f_measure 0.717732 [0.710383,0.723958] f_measure 0.75168 [0.725664,0.773723] f_measure 0.74692 [0.726225,0.764268] f_measure 0.739173 [0.726257,0.75] f_measure 0.7019 [0.685393,0.715736] kappa 0.42956 kappa 0.449088 kappa 0.51024 kappa 0.52439 kappa 0.501251 kappa 0.436282 kappa 0.499476 kappa 0.490584 kappa 0.477211 kappa 0.401965 kb_relative_information_score 87.819693 kb_relative_information_score 91.53051 kb_relative_information_score 103.085228 kb_relative_information_score 104.3984 kb_relative_information_score 101.239479 kb_relative_information_score 87.512146 kb_relative_information_score 100.516702 kb_relative_information_score 98.994813 kb_relative_information_score 95.848512 kb_relative_information_score 81.271479 mean_absolute_error 0.397969 mean_absolute_error 0.393704 mean_absolute_error 0.381248 mean_absolute_error 0.380045 mean_absolute_error 0.383275 mean_absolute_error 0.39838 mean_absolute_error 0.384184 mean_absolute_error 0.385381 mean_absolute_error 0.388954 mean_absolute_error 0.404886 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 0.717582 [0.677596,0.751295] precision 0.726944 [0.690608,0.757732] precision 0.756977 [0.742515,0.769231] precision 0.764723 [0.726776,0.796875] precision 0.752394 [0.725714,0.775] precision 0.723074 [0.670103,0.767956] precision 0.751628 [0.736527,0.764423] precision 0.747439 [0.715909,0.773869] precision 0.742367 [0.695187,0.781915] precision 0.704419 [0.659459,0.742105] predictive_accuracy 0.715426 predictive_accuracy 0.725333 predictive_accuracy 0.757333 predictive_accuracy 0.762667 predictive_accuracy 0.752 predictive_accuracy 0.717333 predictive_accuracy 0.752 predictive_accuracy 0.746667 predictive_accuracy 0.738667 predictive_accuracy 0.701333 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 0.715426 [0.72093,0.710784] recall 0.725333 [0.726744,0.724138] recall 0.757333 [0.72093,0.788177] recall 0.762667 [0.773256,0.753695] recall 0.752 [0.738372,0.763547] recall 0.717333 [0.755814,0.684729] recall 0.752 [0.715116,0.783251] recall 0.746667 [0.736842,0.754902] recall 0.738667 [0.760234,0.720588] recall 0.701333 [0.71345,0.691176] relative_absolute_error 0.801702 relative_absolute_error 0.792945 relative_absolute_error 0.767857 relative_absolute_error 0.765435 relative_absolute_error 0.771939 relative_absolute_error 0.802363 relative_absolute_error 0.773771 relative_absolute_error 0.776535 relative_absolute_error 0.783734 relative_absolute_error 0.815836 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 0.448105 root_mean_squared_error 0.443445 root_mean_squared_error 0.428581 root_mean_squared_error 0.424533 root_mean_squared_error 0.430149 root_mean_squared_error 0.446315 root_mean_squared_error 0.430734 root_mean_squared_error 0.433653 root_mean_squared_error 0.435354 root_mean_squared_error 0.455519 root_relative_squared_error 0.899472 root_relative_squared_error 0.889935 root_relative_squared_error 0.860105 root_relative_squared_error 0.85198 root_relative_squared_error 0.86325 root_relative_squared_error 0.895694 root_relative_squared_error 0.864425 root_relative_squared_error 0.870679 root_relative_squared_error 0.874093 root_relative_squared_error 0.91458 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