7835187 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5866875 eta 0.0290661839652588 6767 max_depth 12 6767 min_child_weight 36.0305496690242 6767 subsample 0.574467470007949 6767 colsample_bytree 0.36536949663423 6767 colsample_bylevel 0.766792559297755 6767 lambda 3.10055628740536 6767 alpha 0.0122541044903055 6767 nthread 1 6767 nrounds 1782 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 16594127 description https://api.openml.org/data/download/16594127/description42dd50c2c64d.xml -1 16594128 predictions https://api.openml.org/data/download/16594128/predictions42dd17fb04c9.arff area_under_roc_curve 0.500737 [0.500737,0.500737] average_cost 0 f_measure 0.521303 [0.793173,0] kappa 0 kb_relative_information_score -3.331503 mean_absolute_error 0.450339 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 0.999163 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.474877 root_relative_squared_error 1.000513 scimark_benchmark 1334.2272728046 [ 1352.11561784283, 903.79028949168, 454.277955494595, 1710.10468963646, 2250.84781155744 ] total_cost 0 usercpu_time_millis 18.933 usercpu_time_millis_testing 0.109000000000009 usercpu_time_millis_training 18.824 area_under_roc_curve 0.478571 [0.478571,0.478571] area_under_roc_curve 0.44 [0.44,0.44] area_under_roc_curve 0.46875 [0.46875,0.46875] area_under_roc_curve 0.51875 [0.51875,0.51875] area_under_roc_curve 0.490625 [0.490625,0.490625] area_under_roc_curve 0.494505 [0.494505,0.494505] area_under_roc_curve 0.437118 [0.437118,0.437118] area_under_roc_curve 0.586081 [0.586081,0.586081] area_under_roc_curve 0.495726 [0.495726,0.495726] area_under_roc_curve 0.572039 [0.572039,0.572039] 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 -0.85712 kb_relative_information_score -1.313785 kb_relative_information_score -0.169517 kb_relative_information_score -0.415159 kb_relative_information_score 0.05025 kb_relative_information_score -0.40417 kb_relative_information_score -0.146064 kb_relative_information_score 0.429706 kb_relative_information_score -0.518018 kb_relative_information_score 0.012374 mean_absolute_error 0.453212 mean_absolute_error 0.45127 mean_absolute_error 0.446504 mean_absolute_error 0.447158 mean_absolute_error 0.445842 mean_absolute_error 0.453482 mean_absolute_error 0.451924 mean_absolute_error 0.44935 mean_absolute_error 0.453412 mean_absolute_error 0.45119 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 1.004488 relative_absolute_error 1.007835 relative_absolute_error 0.997192 relative_absolute_error 0.998653 relative_absolute_error 0.995713 relative_absolute_error 1.001098 relative_absolute_error 0.997657 relative_absolute_error 0.991974 relative_absolute_error 1.000942 relative_absolute_error 0.996038 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 0.476131 root_mean_squared_error 0.473778 root_mean_squared_error 0.473153 root_mean_squared_error 0.471977 root_mean_squared_error 0.470875 root_mean_squared_error 0.476567 root_mean_squared_error 0.47839 root_mean_squared_error 0.475339 root_mean_squared_error 0.477423 root_mean_squared_error 0.475056 root_relative_squared_error 1.002111 root_relative_squared_error 1.004811 root_relative_squared_error 1.003485 root_relative_squared_error 1.000992 root_relative_squared_error 0.998654 root_relative_squared_error 0.999058 root_relative_squared_error 1.002879 root_relative_squared_error 0.996483 root_relative_squared_error 1.000851 root_relative_squared_error 0.995889 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