7835013 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5866701 booster gblinear 6767 eta 0.0965915855057736 6767 subsample 0.798055081185885 6767 lambda 0.0797943326189113 6767 alpha 3.5533144022214 6767 nthread 1 6767 nrounds 4078 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 16593779 description https://api.openml.org/data/download/16593779/description2a62753fd2be.xml -1 16593780 predictions https://api.openml.org/data/download/16593780/predictions2a62751d8323.arff area_under_roc_curve 0.537428 [0.537428,0.537428] average_cost 0 f_measure 0.521303 [0.793173,0] kappa 0 kb_relative_information_score -7.438547 mean_absolute_error 0.448155 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 0.994317 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.474721 root_relative_squared_error 1.000185 scimark_benchmark 1345.6705306959 [ 1348.19334166305, 910.853404010023, 454.647078550064, 1722.33588650917, 2292.32294274719 ] total_cost 0 usercpu_time_millis 32.255 usercpu_time_millis_testing 0.00999999999999091 usercpu_time_millis_training 32.245 area_under_roc_curve 0.532143 [0.532143,0.532143] area_under_roc_curve 0.48125 [0.48125,0.48125] area_under_roc_curve 0.693125 [0.693125,0.693125] area_under_roc_curve 0.49125 [0.49125,0.49125] area_under_roc_curve 0.65875 [0.65875,0.65875] area_under_roc_curve 0.39011 [0.39011,0.39011] area_under_roc_curve 0.550061 [0.550061,0.550061] area_under_roc_curve 0.686203 [0.686203,0.686203] area_under_roc_curve 0.473748 [0.473748,0.473748] area_under_roc_curve 0.459096 [0.459096,0.459096] 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 -0.801953 kb_relative_information_score -1.909721 kb_relative_information_score 1.450759 kb_relative_information_score -1.935273 kb_relative_information_score 1.139039 kb_relative_information_score -3.026005 kb_relative_information_score -0.041505 kb_relative_information_score 1.803494 kb_relative_information_score -1.91676 kb_relative_information_score -2.200622 mean_absolute_error 0.448831 mean_absolute_error 0.448159 mean_absolute_error 0.434337 mean_absolute_error 0.452394 mean_absolute_error 0.435151 mean_absolute_error 0.462641 mean_absolute_error 0.446074 mean_absolute_error 0.439461 mean_absolute_error 0.456609 mean_absolute_error 0.457879 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 0.99478 relative_absolute_error 1.000889 relative_absolute_error 0.970018 relative_absolute_error 1.010347 relative_absolute_error 0.971837 relative_absolute_error 1.021316 relative_absolute_error 0.984744 relative_absolute_error 0.970145 relative_absolute_error 1.008 relative_absolute_error 1.010804 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 0.47356 root_mean_squared_error 0.47422 root_mean_squared_error 0.462984 root_mean_squared_error 0.475507 root_mean_squared_error 0.463708 root_mean_squared_error 0.4887 root_mean_squared_error 0.475166 root_mean_squared_error 0.466072 root_mean_squared_error 0.481322 root_mean_squared_error 0.485268 root_relative_squared_error 0.996699 root_relative_squared_error 1.005748 root_relative_squared_error 0.981919 root_relative_squared_error 1.008479 root_relative_squared_error 0.983454 root_relative_squared_error 1.024492 root_relative_squared_error 0.99612 root_relative_squared_error 0.977055 root_relative_squared_error 1.009024 root_relative_squared_error 1.017298 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