509271 64 Rafael Gomes Mantovani 40 Supervised Classification predictive_accuracy 2337 classif.xgboost(4) 3007 nrounds 1 2337 seed 1 2337 kind Mersenne-Twister 2337 normal.kind Inversion 2337 study_7 41 glass https://www.openml.org/data/download/41/dataset_41_glass.arff -1 1767727 description https://api.openml.org/data/download/1767727/file7b7c42a23679 -1 1767728 predictions https://api.openml.org/data/download/1767728/file7b7c137774f9 area_under_roc_curve 0.751735 [0.739087,0.734744,0.578083,0.0,0.761768,0.884011,0.883038] average_cost 0 f_measure 0.644958 [0.649351,0.657895,0.25,0,0.608696,0.777778,0.807018] kappa 0.520092 kb_relative_information_score 117.982077 mean_absolute_error 0.098798 mean_prior_absolute_error 0.211588 number_of_instances 214 [70,76,17,0,13,9,29] precision 0.648943 [0.595238,0.657895,0.428571,0,0.7,0.777778,0.821429] predictive_accuracy 0.654206 prior_entropy 2.231512 recall 0.654206 [0.714286,0.657895,0.176471,0,0.538462,0.777778,0.793103] relative_absolute_error 0.466937 root_mean_prior_squared_error 0.324448 root_mean_squared_error 0.314322 root_relative_squared_error 0.96879 total_cost 0 usercpu_time_millis 70.17 usercpu_time_millis_testing 0.322000000000003 usercpu_time_millis_training 69.848 area_under_roc_curve 0.761905 [0.761905,0.741071,0.75,0.0,0.5,1,0.833333] area_under_roc_curve 0.639286 [0.580952,0.633929,0.475,0.0,1,0.97619,0.666667] area_under_roc_curve 0.69881 [0.652381,0.669643,0.75,0.0,0.5,1,0.975] area_under_roc_curve 0.784273 [0.719048,0.741071,0.5,0.0,0.975,1,0.947368] area_under_roc_curve 0.769872 [0.785714,0.649038,0.475,0.0,1,0.0,1] area_under_roc_curve 0.883761 [0.928571,0.836538,0.95,0.0,0.5,1,0.972222] area_under_roc_curve 0.760714 [0.75,0.821429,0.5,0.0,0.475,0.5,1] area_under_roc_curve 0.714286 [0.678571,0.75,0.5,0.0,1,1,0.666667] area_under_roc_curve 0.757937 [0.821429,0.678571,0.5,0.0,0.5,1,0.972222] area_under_roc_curve 0.760714 [0.714286,0.857143,0.5,0.0,0.975,0.5,0.833333] 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 0.669697 [0.666667,0.666667,0.666667,0,0,1,0.8] f_measure 0.482323 [0.428571,0.555556,0,0,1,0.666667,0.5] f_measure 0.562389 [0.533333,0.588235,0.666667,0,0,1,0.8] f_measure 0.658683 [0.615385,0.666667,0,0,0.8,1,0.75] f_measure 0.663866 [0.705882,0.5,0,0,1,0,1] f_measure 0.806332 [0.923077,0.8,0.5,0,0,1,0.857143] f_measure 0.615079 [0.666667,0.75,0,0,0,0,1] f_measure 0.584967 [0.588235,0.666667,0,0,1,1,0.5] f_measure 0.5975 [0.736842,0.545455,0,0,0,1,0.857143] f_measure 0.610419 [0.615385,0.777778,0,0,0.666667,0,0.8] kappa 0.549708 kappa 0.302594 kappa 0.429395 kappa 0.576923 kappa 0.547692 kappa 0.743119 kappa 0.528846 kappa 0.458065 kappa 0.53481 kappa 0.531847 kb_relative_information_score 12.744727 kb_relative_information_score 8.555288 kb_relative_information_score 10.827453 kb_relative_information_score 14.149398 kb_relative_information_score 12.200189 kb_relative_information_score 15.143614 kb_relative_information_score 10.673484 kb_relative_information_score 10.801503 kb_relative_information_score 11.798271 kb_relative_information_score 11.08815 mean_absolute_error 0.090909 mean_absolute_error 0.142857 mean_absolute_error 0.116883 mean_absolute_error 0.090909 mean_absolute_error 0.095238 mean_absolute_error 0.054422 mean_absolute_error 0.095238 mean_absolute_error 0.108844 mean_absolute_error 0.095238 mean_absolute_error 0.095238 mean_prior_absolute_error 0.211494 mean_prior_absolute_error 0.211494 mean_prior_absolute_error 0.212435 mean_prior_absolute_error 0.211729 mean_prior_absolute_error 0.208822 mean_prior_absolute_error 0.209068 mean_prior_absolute_error 0.2127 mean_prior_absolute_error 0.2127 mean_prior_absolute_error 0.2127 mean_prior_absolute_error 0.2127 number_of_instances 22 [7,8,2,0,1,1,3] number_of_instances 22 [7,8,2,0,1,1,3] number_of_instances 22 [7,8,2,0,2,1,2] number_of_instances 22 [7,8,1,0,2,1,3] number_of_instances 21 [7,8,1,0,2,0,3] number_of_instances 21 [7,8,1,0,1,1,3] number_of_instances 21 [7,7,2,0,1,1,3] number_of_instances 21 [7,7,2,0,1,1,3] number_of_instances 21 [7,7,2,0,1,1,3] number_of_instances 21 [7,7,2,0,1,1,3] precision 0.706021 [0.545455,0.714286,1,0,0,1,1] precision 0.522727 [0.428571,0.5,0,0,1,0.5,1] precision 0.558081 [0.5,0.555556,1,0,0,1,0.666667] precision 0.65974 [0.666667,0.714286,0,0,0.666667,1,0.6] precision 0.72381 [0.6,0.75,0,0,1,0,1] precision 0.830499 [1,0.857143,0.333333,0,0,1,0.75] precision 0.573413 [0.625,0.666667,0,0,0,0,1] precision 0.613095 [0.5,0.625,0,0,1,1,1] precision 0.599206 [0.583333,0.75,0,0,0,1,0.75] precision 0.60101 [0.666667,0.636364,0,0,0.5,0,1] predictive_accuracy 0.681818 predictive_accuracy 0.5 predictive_accuracy 0.590909 predictive_accuracy 0.681818 predictive_accuracy 0.666667 predictive_accuracy 0.809524 predictive_accuracy 0.666667 predictive_accuracy 0.619048 predictive_accuracy 0.666667 predictive_accuracy 0.666667 prior_entropy 2.231512 prior_entropy 2.231512 prior_entropy 2.231512 prior_entropy 2.231512 prior_entropy 2.231512 prior_entropy 2.231512 prior_entropy 2.231512 prior_entropy 2.231512 prior_entropy 2.231512 prior_entropy 2.231512 recall 0.681818 [0.857143,0.625,0.5,0,0,1,0.666667] recall 0.5 [0.428571,0.625,0,0,1,1,0.333333] recall 0.590909 [0.571429,0.625,0.5,0,0,1,1] recall 0.681818 [0.571429,0.625,0,0,1,1,1] recall 0.666667 [0.857143,0.375,0,0,1,0,1] recall 0.809524 [0.857143,0.75,1,0,0,1,1] recall 0.666667 [0.714286,0.857143,0,0,0,0,1] recall 0.619048 [0.714286,0.714286,0,0,1,1,0.333333] recall 0.666667 [1,0.428571,0,0,0,1,1] recall 0.666667 [0.571429,1,0,0,1,0,0.666667] relative_absolute_error 0.429842 relative_absolute_error 0.675465 relative_absolute_error 0.550207 relative_absolute_error 0.429364 relative_absolute_error 0.456073 relative_absolute_error 0.260306 relative_absolute_error 0.447757 relative_absolute_error 0.511722 relative_absolute_error 0.447757 relative_absolute_error 0.447757 root_mean_prior_squared_error 0.324303 root_mean_prior_squared_error 0.324303 root_mean_prior_squared_error 0.32575 root_mean_prior_squared_error 0.324666 root_mean_prior_squared_error 0.320157 root_mean_prior_squared_error 0.320541 root_mean_prior_squared_error 0.326158 root_mean_prior_squared_error 0.326158 root_mean_prior_squared_error 0.326158 root_mean_prior_squared_error 0.326158 root_mean_squared_error 0.301511 root_mean_squared_error 0.377964 root_mean_squared_error 0.341882 root_mean_squared_error 0.301511 root_mean_squared_error 0.308607 root_mean_squared_error 0.233285 root_mean_squared_error 0.308607 root_mean_squared_error 0.329914 root_mean_squared_error 0.308607 root_mean_squared_error 0.308607 root_relative_squared_error 0.92972 root_relative_squared_error 1.165466 root_relative_squared_error 1.049522 root_relative_squared_error 0.928683 root_relative_squared_error 0.963924 root_relative_squared_error 0.727784 root_relative_squared_error 0.946189 root_relative_squared_error 1.011518 root_relative_squared_error 0.946189 root_relative_squared_error 0.946189 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