7830647 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862337 num.trees 1733 6794 mtry 14 6794 sample.fraction 0.797294990718365 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 16585073 description https://api.openml.org/data/download/16585073/description18ad83e5aa947.xml -1 16585074 predictions https://api.openml.org/data/download/16585074/predictions18ad85e6ef27e.arff area_under_roc_curve 0.791314 [0.791314,0.791314] average_cost 0 f_measure 0.756922 [0.844235,0.553191] kappa 0.402792 kb_relative_information_score 210.785942 mean_absolute_error 0.328399 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.757338 [0.799489,0.658986] predictive_accuracy 0.769 prior_entropy 0.881778 recall 0.769 [0.894286,0.476667] relative_absolute_error 0.781605 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.402517 root_relative_squared_error 0.878363 scimark_benchmark 1328.40384066587 [ 1320.56107017314, 901.336229651053, 448.296304089787, 1716.44908547804, 2255.37651393732 ] total_cost 0 usercpu_time_millis 99.077 usercpu_time_millis_testing 4.419 usercpu_time_millis_training 94.658 area_under_roc_curve 0.867619 [0.867619,0.867619] area_under_roc_curve 0.725238 [0.725238,0.725238] area_under_roc_curve 0.765238 [0.765238,0.765238] area_under_roc_curve 0.8 [0.8,0.8] area_under_roc_curve 0.827143 [0.827143,0.827143] area_under_roc_curve 0.804286 [0.804286,0.804286] area_under_roc_curve 0.818571 [0.818571,0.818571] area_under_roc_curve 0.83381 [0.83381,0.83381] area_under_roc_curve 0.76619 [0.76619,0.76619] area_under_roc_curve 0.740476 [0.740476,0.740476] 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 0.712253 [0.831169,0.434783] f_measure 0.746043 [0.825175,0.561404] f_measure 0.795635 [0.861111,0.642857] f_measure 0.731045 [0.834437,0.489796] f_measure 0.751598 [0.835616,0.555556] f_measure 0.781132 [0.857143,0.603774] f_measure 0.769879 [0.862745,0.553191] f_measure 0.722667 [0.826667,0.48] f_measure 0.752561 [0.847682,0.530612] kappa 0.50495 kappa 0.285714 kappa 0.387255 kappa 0.50495 kappa 0.335106 kappa 0.393939 kappa 0.464286 kappa 0.429348 kappa 0.315789 kappa 0.388298 kb_relative_information_score 26.309297 kb_relative_information_score 16.204423 kb_relative_information_score 19.04708 kb_relative_information_score 19.167966 kb_relative_information_score 22.448045 kb_relative_information_score 24.345338 kb_relative_information_score 24.346745 kb_relative_information_score 25.883324 kb_relative_information_score 18.510137 kb_relative_information_score 14.523587 mean_absolute_error 0.311767 mean_absolute_error 0.339576 mean_absolute_error 0.334575 mean_absolute_error 0.336296 mean_absolute_error 0.328242 mean_absolute_error 0.316063 mean_absolute_error 0.313734 mean_absolute_error 0.313511 mean_absolute_error 0.340465 mean_absolute_error 0.349762 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 0.720833 [0.761905,0.625] precision 0.743531 [0.808219,0.592593] precision 0.794179 [0.837838,0.692308] precision 0.733918 [0.777778,0.631579] precision 0.749342 [0.802632,0.625] precision 0.781423 [0.818182,0.695652] precision 0.786038 [0.795181,0.764706] precision 0.7225 [0.775,0.6] precision 0.75835 [0.790123,0.684211] predictive_accuracy 0.8 predictive_accuracy 0.74 predictive_accuracy 0.75 predictive_accuracy 0.8 predictive_accuracy 0.75 predictive_accuracy 0.76 predictive_accuracy 0.79 predictive_accuracy 0.79 predictive_accuracy 0.74 predictive_accuracy 0.77 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 0.74 [0.914286,0.333333] recall 0.75 [0.842857,0.533333] recall 0.8 [0.885714,0.6] recall 0.75 [0.9,0.4] recall 0.76 [0.871429,0.5] recall 0.79 [0.9,0.533333] recall 0.79 [0.942857,0.433333] recall 0.74 [0.885714,0.4] recall 0.77 [0.914286,0.433333] relative_absolute_error 0.742021 relative_absolute_error 0.808207 relative_absolute_error 0.796305 relative_absolute_error 0.8004 relative_absolute_error 0.781231 relative_absolute_error 0.752244 relative_absolute_error 0.746701 relative_absolute_error 0.746171 relative_absolute_error 0.810322 relative_absolute_error 0.832449 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 0.371957 root_mean_squared_error 0.42506 root_mean_squared_error 0.413998 root_mean_squared_error 0.402245 root_mean_squared_error 0.394352 root_mean_squared_error 0.397458 root_mean_squared_error 0.395087 root_mean_squared_error 0.388113 root_mean_squared_error 0.414478 root_mean_squared_error 0.419489 root_relative_squared_error 0.811676 root_relative_squared_error 0.927556 root_relative_squared_error 0.903417 root_relative_squared_error 0.877771 root_relative_squared_error 0.860546 root_relative_squared_error 0.867324 root_relative_squared_error 0.862149 root_relative_squared_error 0.846933 root_relative_squared_error 0.904465 root_relative_squared_error 0.915399 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