7830729 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862419 num.trees 1815 6794 mtry 8 6794 replace FALSE 6794 sample.fraction 0.154438258754089 6794 respect.unordered.factors TRUE 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 16585237 description https://api.openml.org/data/download/16585237/description19f69c7ff4f.xml -1 16585238 predictions https://api.openml.org/data/download/16585238/predictions19f697f3b0ed1.arff area_under_roc_curve 0.794005 [0.794005,0.794005] average_cost 0 f_measure 0.724706 [0.838207,0.45987] kappa 0.316685 kb_relative_information_score 174.053314 mean_absolute_error 0.346888 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.735656 [0.768772,0.658385] predictive_accuracy 0.751 prior_entropy 0.881778 recall 0.751 [0.921429,0.353333] relative_absolute_error 0.82561 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.405218 root_relative_squared_error 0.884257 scimark_benchmark 1334.21516728301 [ 1347.67250667659, 905.409517311957, 454.588178712199, 1703.69628993201, 2259.70934378228 ] total_cost 0 usercpu_time_millis 28.206 usercpu_time_millis_testing 2.48699999999999 usercpu_time_millis_training 25.719 area_under_roc_curve 0.85381 [0.85381,0.85381] area_under_roc_curve 0.754286 [0.754286,0.754286] area_under_roc_curve 0.744762 [0.744762,0.744762] area_under_roc_curve 0.780476 [0.780476,0.780476] area_under_roc_curve 0.798571 [0.798571,0.798571] area_under_roc_curve 0.808095 [0.808095,0.808095] area_under_roc_curve 0.81 [0.81,0.81] area_under_roc_curve 0.858571 [0.858571,0.858571] area_under_roc_curve 0.78 [0.78,0.78] area_under_roc_curve 0.752857 [0.752857,0.752857] 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 0.765333 [0.853333,0.56] f_measure 0.699096 [0.835443,0.380952] f_measure 0.739474 [0.842105,0.5] f_measure 0.801977 [0.870748,0.641509] f_measure 0.675699 [0.812903,0.355556] f_measure 0.70413 [0.823529,0.425532] f_measure 0.777813 [0.85906,0.588235] f_measure 0.730449 [0.855346,0.439024] f_measure 0.660132 [0.81761,0.292683] f_measure 0.668375 [0.815287,0.325581] kappa 0.421053 kappa 0.252874 kappa 0.354839 kappa 0.515306 kappa 0.194444 kappa 0.266304 kappa 0.453125 kappa 0.331395 kappa 0.156977 kappa 0.176136 kb_relative_information_score 20.593057 kb_relative_information_score 14.341478 kb_relative_information_score 12.639675 kb_relative_information_score 15.604054 kb_relative_information_score 15.911703 kb_relative_information_score 20.060277 kb_relative_information_score 20.532198 kb_relative_information_score 22.790618 kb_relative_information_score 17.85288 kb_relative_information_score 13.727372 mean_absolute_error 0.340482 mean_absolute_error 0.351906 mean_absolute_error 0.358868 mean_absolute_error 0.35397 mean_absolute_error 0.354042 mean_absolute_error 0.335686 mean_absolute_error 0.333374 mean_absolute_error 0.333085 mean_absolute_error 0.347448 mean_absolute_error 0.360019 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 0.77 [0.8,0.7] precision 0.725 [0.75,0.666667] precision 0.746341 [0.780488,0.666667] precision 0.803557 [0.831169,0.73913] precision 0.678824 [0.741176,0.533333] precision 0.707796 [0.759036,0.588235] precision 0.781374 [0.810127,0.714286] precision 0.780286 [0.764045,0.818182] precision 0.674872 [0.730337,0.545455] precision 0.676481 [0.735632,0.538462] predictive_accuracy 0.78 predictive_accuracy 0.74 predictive_accuracy 0.76 predictive_accuracy 0.81 predictive_accuracy 0.71 predictive_accuracy 0.73 predictive_accuracy 0.79 predictive_accuracy 0.77 predictive_accuracy 0.71 predictive_accuracy 0.71 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 0.78 [0.914286,0.466667] recall 0.74 [0.942857,0.266667] recall 0.76 [0.914286,0.4] recall 0.81 [0.914286,0.566667] recall 0.71 [0.9,0.266667] recall 0.73 [0.9,0.333333] recall 0.79 [0.914286,0.5] recall 0.77 [0.971429,0.3] recall 0.71 [0.928571,0.2] recall 0.71 [0.914286,0.233333] relative_absolute_error 0.810363 relative_absolute_error 0.837554 relative_absolute_error 0.854122 relative_absolute_error 0.842465 relative_absolute_error 0.842636 relative_absolute_error 0.798948 relative_absolute_error 0.793445 relative_absolute_error 0.792757 relative_absolute_error 0.826943 relative_absolute_error 0.856861 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 0.390132 root_mean_squared_error 0.417208 root_mean_squared_error 0.422322 root_mean_squared_error 0.404341 root_mean_squared_error 0.408186 root_mean_squared_error 0.400105 root_mean_squared_error 0.395047 root_mean_squared_error 0.388991 root_mean_squared_error 0.407305 root_mean_squared_error 0.417046 root_relative_squared_error 0.851337 root_relative_squared_error 0.910423 root_relative_squared_error 0.921581 root_relative_squared_error 0.882344 root_relative_squared_error 0.890735 root_relative_squared_error 0.8731 root_relative_squared_error 0.862062 root_relative_squared_error 0.848848 root_relative_squared_error 0.888811 root_relative_squared_error 0.910068 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