7831058 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862748 num.trees 1913 6794 mtry 12 6794 replace FALSE 6794 sample.fraction 0.431462869280949 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 16585893 description https://api.openml.org/data/download/16585893/description1b4a671798490.xml -1 16585894 predictions https://api.openml.org/data/download/16585894/predictions1b4a6426115a3.arff area_under_roc_curve 0.795248 [0.795248,0.795248] average_cost 0 f_measure 0.759635 [0.847753,0.554028] kappa 0.408238 kb_relative_information_score 211.736068 mean_absolute_error 0.329368 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.761684 [0.798989,0.674641] predictive_accuracy 0.773 prior_entropy 0.881778 recall 0.773 [0.902857,0.47] relative_absolute_error 0.783911 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.400794 root_relative_squared_error 0.874603 scimark_benchmark 1326.26449834055 [ 1343.13541118414, 879.542740293766, 459.839909825724, 1723.96410994822, 2224.84032045088 ] total_cost 0 usercpu_time_millis 63.686 usercpu_time_millis_testing 4.09799999999998 usercpu_time_millis_training 59.588 area_under_roc_curve 0.860476 [0.860476,0.860476] area_under_roc_curve 0.732381 [0.732381,0.732381] area_under_roc_curve 0.760476 [0.760476,0.760476] area_under_roc_curve 0.791429 [0.791429,0.791429] area_under_roc_curve 0.830476 [0.830476,0.830476] area_under_roc_curve 0.80381 [0.80381,0.80381] area_under_roc_curve 0.816667 [0.816667,0.816667] area_under_roc_curve 0.842857 [0.842857,0.842857] area_under_roc_curve 0.772381 [0.772381,0.772381] area_under_roc_curve 0.748571 [0.748571,0.748571] 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 0.784075 [0.855172,0.618182] f_measure 0.714116 [0.840764,0.418605] f_measure 0.746043 [0.825175,0.561404] f_measure 0.804639 [0.868966,0.654545] f_measure 0.731045 [0.834437,0.489796] f_measure 0.760288 [0.843537,0.566038] f_measure 0.792998 [0.863014,0.62963] f_measure 0.791795 [0.875817,0.595745] f_measure 0.70413 [0.823529,0.425532] f_measure 0.752561 [0.847682,0.530612] kappa 0.475 kappa 0.289773 kappa 0.387255 kappa 0.525 kappa 0.335106 kappa 0.413265 kappa 0.494949 kappa 0.483696 kappa 0.266304 kappa 0.388298 kb_relative_information_score 25.933297 kb_relative_information_score 16.983107 kb_relative_information_score 18.778229 kb_relative_information_score 18.7481 kb_relative_information_score 22.431256 kb_relative_information_score 24.104839 kb_relative_information_score 23.695661 kb_relative_information_score 26.842917 kb_relative_information_score 19.064609 kb_relative_information_score 15.154053 mean_absolute_error 0.315062 mean_absolute_error 0.338534 mean_absolute_error 0.336534 mean_absolute_error 0.338647 mean_absolute_error 0.328712 mean_absolute_error 0.317822 mean_absolute_error 0.317522 mean_absolute_error 0.311927 mean_absolute_error 0.339627 mean_absolute_error 0.349291 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 0.782667 [0.826667,0.68] precision 0.738727 [0.758621,0.692308] precision 0.743531 [0.808219,0.592593] precision 0.804 [0.84,0.72] precision 0.733918 [0.777778,0.631579] precision 0.759289 [0.805195,0.652174] precision 0.792763 [0.828947,0.708333] precision 0.812119 [0.807229,0.823529] precision 0.707796 [0.759036,0.588235] precision 0.75835 [0.790123,0.684211] predictive_accuracy 0.79 predictive_accuracy 0.75 predictive_accuracy 0.75 predictive_accuracy 0.81 predictive_accuracy 0.75 predictive_accuracy 0.77 predictive_accuracy 0.8 predictive_accuracy 0.81 predictive_accuracy 0.73 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 0.79 [0.885714,0.566667] recall 0.75 [0.942857,0.3] recall 0.75 [0.842857,0.533333] recall 0.81 [0.9,0.6] recall 0.75 [0.9,0.4] recall 0.77 [0.885714,0.5] recall 0.8 [0.9,0.566667] recall 0.81 [0.957143,0.466667] recall 0.73 [0.9,0.333333] recall 0.77 [0.914286,0.433333] relative_absolute_error 0.749863 relative_absolute_error 0.805727 relative_absolute_error 0.800966 relative_absolute_error 0.805997 relative_absolute_error 0.782349 relative_absolute_error 0.756431 relative_absolute_error 0.755719 relative_absolute_error 0.742401 relative_absolute_error 0.808329 relative_absolute_error 0.83133 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 0.373921 root_mean_squared_error 0.421179 root_mean_squared_error 0.413636 root_mean_squared_error 0.401655 root_mean_squared_error 0.393314 root_mean_squared_error 0.396183 root_mean_squared_error 0.394288 root_mean_squared_error 0.383877 root_mean_squared_error 0.411609 root_mean_squared_error 0.41572 root_relative_squared_error 0.815961 root_relative_squared_error 0.919087 root_relative_squared_error 0.902627 root_relative_squared_error 0.876483 root_relative_squared_error 0.858281 root_relative_squared_error 0.864542 root_relative_squared_error 0.860406 root_relative_squared_error 0.837689 root_relative_squared_error 0.898204 root_relative_squared_error 0.907176 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