8106413 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5965 mlr.classif.ranger(9) 6136803 num.trees 332 5965 mtry 1197 5965 min.node.size 1413 5965 replace FALSE 5965 sample.fraction 0.530585237196647 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 17134929 description https://api.openml.org/data/download/17134929/description56a945df718c.xml -1 17134930 predictions https://api.openml.org/data/download/17134930/predictions56a94fad918.arff area_under_roc_curve 0.782906 [0.782906,0.782906] average_cost 0 f_measure 0.737229 [0.719203,0.752445] kappa 0.471896 kb_relative_information_score 809.012058 mean_absolute_error 0.408173 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 0.822215 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.438893 root_relative_squared_error 0.880937 scimark_benchmark 1813.46562862367 [ 963.668861878453, 1324.36770309278, 497.102696296296, 2032.12403100775, 4250.06485084306 ] total_cost 0 usercpu_time_millis 48.114 usercpu_time_millis_testing 0.796000000000021 usercpu_time_millis_training 47.318 area_under_roc_curve 0.782105 [0.782105,0.782105] area_under_roc_curve 0.784597 [0.784597,0.784597] area_under_roc_curve 0.797614 [0.797614,0.797614] area_under_roc_curve 0.827443 [0.827443,0.827443] area_under_roc_curve 0.808412 [0.808412,0.808412] area_under_roc_curve 0.786616 [0.786616,0.786616] area_under_roc_curve 0.822546 [0.822546,0.822546] area_under_roc_curve 0.788757 [0.788757,0.788757] area_under_roc_curve 0.819588 [0.819588,0.819588] area_under_roc_curve 0.739422 [0.739422,0.739422] 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 76.213812 kb_relative_information_score 79.947258 kb_relative_information_score 83.773248 kb_relative_information_score 87.699713 kb_relative_information_score 86.232414 kb_relative_information_score 74.3171 kb_relative_information_score 86.009117 kb_relative_information_score 84.752108 kb_relative_information_score 81.329945 kb_relative_information_score 68.737345 mean_absolute_error 0.413022 mean_absolute_error 0.408674 mean_absolute_error 0.405835 mean_absolute_error 0.401356 mean_absolute_error 0.402533 mean_absolute_error 0.415334 mean_absolute_error 0.402641 mean_absolute_error 0.403678 mean_absolute_error 0.407608 mean_absolute_error 0.421039 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 0.832024 relative_absolute_error 0.823096 relative_absolute_error 0.817378 relative_absolute_error 0.808356 relative_absolute_error 0.810726 relative_absolute_error 0.836508 relative_absolute_error 0.810945 relative_absolute_error 0.813402 relative_absolute_error 0.82132 relative_absolute_error 0.848383 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 0.446327 root_mean_squared_error 0.442351 root_mean_squared_error 0.433986 root_mean_squared_error 0.428805 root_mean_squared_error 0.433585 root_mean_squared_error 0.445645 root_mean_squared_error 0.431334 root_mean_squared_error 0.436553 root_mean_squared_error 0.435645 root_mean_squared_error 0.454031 root_relative_squared_error 0.895903 root_relative_squared_error 0.887738 root_relative_squared_error 0.870952 root_relative_squared_error 0.860553 root_relative_squared_error 0.870146 root_relative_squared_error 0.89435 root_relative_squared_error 0.86563 root_relative_squared_error 0.8765 root_relative_squared_error 0.874678 root_relative_squared_error 0.911592 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