7831168 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862858 num.trees 245 6794 mtry 8 6794 replace FALSE 6794 sample.fraction 0.430473294877447 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 16586113 description https://api.openml.org/data/download/16586113/description1c94c6584d6b2.xml -1 16586114 predictions https://api.openml.org/data/download/16586114/predictions1c94c40440877.arff area_under_roc_curve 0.797224 [0.797224,0.797224] average_cost 0 f_measure 0.747418 [0.843085,0.524194] kappa 0.376321 kb_relative_information_score 210.02399 mean_absolute_error 0.331606 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.75097 [0.788557,0.663265] predictive_accuracy 0.764 prior_entropy 0.881778 recall 0.764 [0.905714,0.433333] relative_absolute_error 0.789238 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.400034 root_relative_squared_error 0.872945 scimark_benchmark 1326.54257502523 [ 1335.22717547318, 909.615100624094, 452.418227653108, 1727.01759009157, 2208.43478128422 ] total_cost 0 usercpu_time_millis 7.80400000000001 usercpu_time_millis_testing 0.554000000000006 usercpu_time_millis_training 7.25 area_under_roc_curve 0.866667 [0.866667,0.866667] area_under_roc_curve 0.735238 [0.735238,0.735238] area_under_roc_curve 0.748095 [0.748095,0.748095] area_under_roc_curve 0.792857 [0.792857,0.792857] area_under_roc_curve 0.830476 [0.830476,0.830476] area_under_roc_curve 0.817619 [0.817619,0.817619] area_under_roc_curve 0.811429 [0.811429,0.811429] area_under_roc_curve 0.845238 [0.845238,0.845238] area_under_roc_curve 0.778095 [0.778095,0.778095] area_under_roc_curve 0.773333 [0.773333,0.773333] 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 0.777813 [0.85906,0.588235] f_measure 0.722242 [0.848101,0.428571] f_measure 0.742947 [0.827586,0.545455] f_measure 0.804639 [0.868966,0.654545] f_measure 0.731045 [0.834437,0.489796] f_measure 0.730898 [0.821918,0.518519] f_measure 0.777813 [0.85906,0.588235] f_measure 0.751282 [0.858974,0.5] f_measure 0.712253 [0.831169,0.434783] f_measure 0.709528 [0.821192,0.44898] kappa 0.453125 kappa 0.310345 kappa 0.375 kappa 0.525 kappa 0.335106 kappa 0.343434 kappa 0.453125 kappa 0.382022 kappa 0.285714 kappa 0.281915 kb_relative_information_score 25.251803 kb_relative_information_score 17.185623 kb_relative_information_score 17.459841 kb_relative_information_score 19.354461 kb_relative_information_score 21.475484 kb_relative_information_score 23.484684 kb_relative_information_score 23.928409 kb_relative_information_score 25.993537 kb_relative_information_score 19.437179 kb_relative_information_score 16.452968 mean_absolute_error 0.319375 mean_absolute_error 0.339156 mean_absolute_error 0.341301 mean_absolute_error 0.33867 mean_absolute_error 0.331632 mean_absolute_error 0.321967 mean_absolute_error 0.318728 mean_absolute_error 0.317381 mean_absolute_error 0.340189 mean_absolute_error 0.347661 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 0.781374 [0.810127,0.714286] precision 0.757955 [0.761364,0.75] precision 0.74 [0.8,0.6] precision 0.804 [0.84,0.72] precision 0.733918 [0.777778,0.631579] precision 0.727632 [0.789474,0.583333] precision 0.781374 [0.810127,0.714286] precision 0.781063 [0.77907,0.785714] precision 0.720833 [0.761905,0.625] precision 0.709487 [0.765432,0.578947] predictive_accuracy 0.79 predictive_accuracy 0.76 predictive_accuracy 0.75 predictive_accuracy 0.81 predictive_accuracy 0.75 predictive_accuracy 0.74 predictive_accuracy 0.79 predictive_accuracy 0.78 predictive_accuracy 0.74 predictive_accuracy 0.73 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 0.79 [0.914286,0.5] recall 0.76 [0.957143,0.3] recall 0.75 [0.857143,0.5] recall 0.81 [0.9,0.6] recall 0.75 [0.9,0.4] recall 0.74 [0.857143,0.466667] recall 0.79 [0.914286,0.5] recall 0.78 [0.957143,0.366667] recall 0.74 [0.914286,0.333333] recall 0.73 [0.885714,0.366667] relative_absolute_error 0.760127 relative_absolute_error 0.807207 relative_absolute_error 0.812313 relative_absolute_error 0.80605 relative_absolute_error 0.7893 relative_absolute_error 0.766298 relative_absolute_error 0.758589 relative_absolute_error 0.755382 relative_absolute_error 0.809667 relative_absolute_error 0.827449 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 0.374031 root_mean_squared_error 0.4202 root_mean_squared_error 0.417726 root_mean_squared_error 0.398248 root_mean_squared_error 0.394747 root_mean_squared_error 0.395008 root_mean_squared_error 0.391952 root_mean_squared_error 0.386768 root_mean_squared_error 0.409333 root_mean_squared_error 0.409977 root_relative_squared_error 0.816201 root_relative_squared_error 0.916951 root_relative_squared_error 0.911553 root_relative_squared_error 0.869048 root_relative_squared_error 0.861407 root_relative_squared_error 0.861977 root_relative_squared_error 0.85531 root_relative_squared_error 0.843996 root_relative_squared_error 0.893238 root_relative_squared_error 0.894644 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