7835232 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5866919 eta 0.124935370321752 6767 max_depth 12 6767 min_child_weight 16.762164096265 6767 subsample 0.497514114901423 6767 colsample_bytree 0.676512605743483 6767 colsample_bylevel 0.334242438431829 6767 lambda 0.0698333891099812 6767 alpha 12.2541198731595 6767 nthread 1 6767 nrounds 3443 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot24 botV1 mlrRandomBot sciBenchV1.0 334 monks-problems-2 https://www.openml.org/data/download/52237/php4fATLZ -1 16594217 description https://api.openml.org/data/download/16594217/description46f8156db389.xml -1 16594218 predictions https://api.openml.org/data/download/16594218/predictions46f83a84e034.arff area_under_roc_curve 0.516118 [0.516118,0.516118] average_cost 0 f_measure 0.521303 [0.793173,0] kappa 0 kb_relative_information_score -4.865333 mean_absolute_error 0.44978 mean_prior_absolute_error 0.450716 number_of_instances 601 [395,206] precision 0.431962 [0.657238,0] predictive_accuracy 0.657238 prior_entropy 0.927926 recall 0.657238 [1,0] relative_absolute_error 0.997923 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.47479 root_relative_squared_error 1.000331 scimark_benchmark 1335.28346388719 [ 1347.71103467752, 913.551459938624, 457.74158239326, 1710.06564480051, 2247.34759762602 ] total_cost 0 usercpu_time_millis 33.418 usercpu_time_millis_testing 0.199000000000012 usercpu_time_millis_training 33.219 area_under_roc_curve 0.496429 [0.496429,0.496429] area_under_roc_curve 0.450625 [0.450625,0.450625] area_under_roc_curve 0.65875 [0.65875,0.65875] area_under_roc_curve 0.46375 [0.46375,0.46375] area_under_roc_curve 0.63 [0.63,0.63] area_under_roc_curve 0.417582 [0.417582,0.417582] area_under_roc_curve 0.512821 [0.512821,0.512821] area_under_roc_curve 0.659341 [0.659341,0.659341] area_under_roc_curve 0.477411 [0.477411,0.477411] area_under_roc_curve 0.449328 [0.449328,0.449328] 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 0.519396 [0.792079,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.485388 kb_relative_information_score -1.481503 kb_relative_information_score 0.834548 kb_relative_information_score -1.207229 kb_relative_information_score 0.61316 kb_relative_information_score -1.644679 kb_relative_information_score -0.061519 kb_relative_information_score 0.795757 kb_relative_information_score -0.844003 kb_relative_information_score -1.384476 mean_absolute_error 0.449685 mean_absolute_error 0.450019 mean_absolute_error 0.440224 mean_absolute_error 0.450942 mean_absolute_error 0.441524 mean_absolute_error 0.457413 mean_absolute_error 0.450774 mean_absolute_error 0.446829 mean_absolute_error 0.454651 mean_absolute_error 0.455742 mean_prior_absolute_error 0.451187 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 number_of_instances 61 [40,21] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] precision 0.429992 [0.655738,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] predictive_accuracy 0.655738 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 recall 0.655738 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] relative_absolute_error 0.996673 relative_absolute_error 1.005042 relative_absolute_error 0.983166 relative_absolute_error 1.007104 relative_absolute_error 0.98607 relative_absolute_error 1.009775 relative_absolute_error 0.995119 relative_absolute_error 0.98641 relative_absolute_error 1.003678 relative_absolute_error 1.006085 root_mean_prior_squared_error 0.475128 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_squared_error 0.474677 root_mean_squared_error 0.473565 root_mean_squared_error 0.467031 root_mean_squared_error 0.47435 root_mean_squared_error 0.466678 root_mean_squared_error 0.481893 root_mean_squared_error 0.476939 root_mean_squared_error 0.471304 root_mean_squared_error 0.479218 root_mean_squared_error 0.481967 root_relative_squared_error 0.99905 root_relative_squared_error 1.004359 root_relative_squared_error 0.990501 root_relative_squared_error 1.006023 root_relative_squared_error 0.989753 root_relative_squared_error 1.010223 root_relative_squared_error 0.999837 root_relative_squared_error 0.988024 root_relative_squared_error 1.004613 root_relative_squared_error 1.010378 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