7830639 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862329 num.trees 1689 6794 mtry 8 6794 replace FALSE 6794 sample.fraction 0.650574916531332 6794 num.threads 1 6794 verbose FALSE 6794 openml.seed 1 6794 openml.kind Mersenne-Twister 6794 openml.normal.kind Inversion 6794 AzureBot1 botV1 mlrRandomBot sciBenchV1.0 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 16585057 description https://api.openml.org/data/download/16585057/description18e9a1abfe447.xml -1 16585058 predictions https://api.openml.org/data/download/16585058/predictions18e9a5024fead.arff area_under_roc_curve 0.79257 [0.792569,0.792571] average_cost 0 f_measure 0.754059 [0.843309,0.545809] kappa 0.395119 kb_relative_information_score 214.930392 mean_absolute_error 0.328076 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.754871 [0.796696,0.657277] predictive_accuracy 0.767 prior_entropy 0.881778 recall 0.767 [0.895714,0.466667] relative_absolute_error 0.780836 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.401607 root_relative_squared_error 0.876379 scimark_benchmark 1328.19697880201 [ 1338.94268826284, 907.188712369268, 449.368336690456, 1723.60648666846, 2221.87867001901 ] total_cost 0 usercpu_time_millis 65.33 usercpu_time_millis_testing 4.27000000000003 usercpu_time_millis_training 61.06 area_under_roc_curve 0.867619 [0.867619,0.867619] area_under_roc_curve 0.729524 [0.729524,0.729524] area_under_roc_curve 0.758095 [0.758095,0.758095] area_under_roc_curve 0.791429 [0.791429,0.791429] area_under_roc_curve 0.824286 [0.824286,0.824286] area_under_roc_curve 0.814286 [0.814286,0.814286] area_under_roc_curve 0.816667 [0.816667,0.816667] area_under_roc_curve 0.832857 [0.832857,0.832857] area_under_roc_curve 0.77381 [0.77381,0.77381] area_under_roc_curve 0.750476 [0.750476,0.750476] 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 0.795635 [0.861111,0.642857] f_measure 0.72043 [0.83871,0.444444] f_measure 0.734325 [0.819444,0.535714] f_measure 0.795635 [0.861111,0.642857] f_measure 0.722667 [0.826667,0.48] f_measure 0.760288 [0.843537,0.566038] f_measure 0.781132 [0.857143,0.603774] f_measure 0.769879 [0.862745,0.553191] f_measure 0.70413 [0.823529,0.425532] f_measure 0.744 [0.84,0.52] kappa 0.50495 kappa 0.305556 kappa 0.356436 kappa 0.50495 kappa 0.315789 kappa 0.413265 kappa 0.464286 kappa 0.429348 kappa 0.266304 kappa 0.368421 kb_relative_information_score 26.170136 kb_relative_information_score 16.97215 kb_relative_information_score 19.253606 kb_relative_information_score 19.85561 kb_relative_information_score 21.749425 kb_relative_information_score 24.913514 kb_relative_information_score 24.41554 kb_relative_information_score 26.161284 kb_relative_information_score 19.517047 kb_relative_information_score 15.922081 mean_absolute_error 0.313362 mean_absolute_error 0.337896 mean_absolute_error 0.334808 mean_absolute_error 0.334952 mean_absolute_error 0.33014 mean_absolute_error 0.315538 mean_absolute_error 0.314221 mean_absolute_error 0.313877 mean_absolute_error 0.338896 mean_absolute_error 0.347066 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] precision 0.794179 [0.837838,0.692308] precision 0.735294 [0.764706,0.666667] precision 0.731185 [0.797297,0.576923] precision 0.794179 [0.837838,0.692308] precision 0.7225 [0.775,0.6] precision 0.759289 [0.805195,0.652174] precision 0.781423 [0.818182,0.695652] precision 0.786038 [0.795181,0.764706] precision 0.707796 [0.759036,0.588235] precision 0.74625 [0.7875,0.65] predictive_accuracy 0.8 predictive_accuracy 0.75 predictive_accuracy 0.74 predictive_accuracy 0.8 predictive_accuracy 0.74 predictive_accuracy 0.77 predictive_accuracy 0.79 predictive_accuracy 0.79 predictive_accuracy 0.73 predictive_accuracy 0.76 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.8 [0.885714,0.6] recall 0.75 [0.928571,0.333333] recall 0.74 [0.842857,0.5] recall 0.8 [0.885714,0.6] recall 0.74 [0.885714,0.4] recall 0.77 [0.885714,0.5] recall 0.79 [0.9,0.533333] recall 0.79 [0.942857,0.433333] recall 0.73 [0.9,0.333333] recall 0.76 [0.9,0.433333] relative_absolute_error 0.745817 relative_absolute_error 0.804208 relative_absolute_error 0.79686 relative_absolute_error 0.797201 relative_absolute_error 0.785749 relative_absolute_error 0.750997 relative_absolute_error 0.747862 relative_absolute_error 0.747043 relative_absolute_error 0.806588 relative_absolute_error 0.826034 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.372601 root_mean_squared_error 0.423287 root_mean_squared_error 0.414776 root_mean_squared_error 0.40119 root_mean_squared_error 0.396951 root_mean_squared_error 0.39332 root_mean_squared_error 0.393932 root_mean_squared_error 0.387433 root_mean_squared_error 0.413355 root_mean_squared_error 0.416496 root_relative_squared_error 0.813082 root_relative_squared_error 0.923687 root_relative_squared_error 0.905115 root_relative_squared_error 0.875468 root_relative_squared_error 0.866218 root_relative_squared_error 0.858293 root_relative_squared_error 0.859629 root_relative_squared_error 0.845447 root_relative_squared_error 0.902015 root_relative_squared_error 0.908869 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