496118 64 Rafael Gomes Mantovani 42 Supervised Classification predictive_accuracy 1821 classif.boosting(2) 2420 xval 0 1821 seed 1 1821 kind Mersenne-Twister 1821 normal.kind Inversion 1821 43 haberman https://www.openml.org/data/download/43/dataset_43_haberman.arff -1 1728086 description https://api.openml.org/data/download/1728086/file20b465b9a606 -1 1728087 predictions https://api.openml.org/data/download/1728087/file20b4ce7769 area_under_roc_curve 0.644115 [0.644115,0.644115] average_cost 0 f_measure 0.657662 [0.779221,0.32] kappa 0.101089 kb_relative_information_score -65.087198 mean_absolute_error 0.431173 mean_prior_absolute_error 0.389992 number_of_instances 306 [225,81] precision 0.650523 [0.759494,0.347826] predictive_accuracy 0.666667 prior_entropy 0.836008 recall 0.666667 [0.8,0.296296] relative_absolute_error 1.105594 root_mean_prior_squared_error 0.441179 root_mean_squared_error 0.453754 root_relative_squared_error 1.028502 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.586957 [0.586957,0.586957] area_under_roc_curve 0.711957 [0.711957,0.711957] area_under_roc_curve 0.554348 [0.554348,0.554348] area_under_roc_curve 0.673913 [0.673913,0.673913] area_under_roc_curve 0.676768 [0.676768,0.676768] area_under_roc_curve 0.664773 [0.664773,0.664773] area_under_roc_curve 0.619318 [0.619318,0.619318] area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 0.653409 [0.653409,0.653409] 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 0.525538 [0.708333,0] f_measure 0.637108 [0.765957,0.266667] f_measure 0.728879 [0.833333,0.428571] f_measure 0.661098 [0.791667,0.285714] f_measure 0.703089 [0.808511,0.4] f_measure 0.677419 [0.772727,0.444444] f_measure 0.674959 [0.808511,0.307692] f_measure 0.557037 [0.711111,0.133333] f_measure 0.705335 [0.790698,0.470588] f_measure 0.693333 [0.8,0.4] kappa -0.284024 kappa 0.033994 kappa 0.266272 kappa 0.08284 kappa 0.209632 kappa 0.217172 kappa 0.129032 kappa -0.153846 kappa 0.262295 kappa 0.201183 kb_relative_information_score -9.383855 kb_relative_information_score -9.327838 kb_relative_information_score -3.260276 kb_relative_information_score -9.298985 kb_relative_information_score -8.294666 kb_relative_information_score -6.238004 kb_relative_information_score -4.636269 kb_relative_information_score -6.018051 kb_relative_information_score -3.645293 kb_relative_information_score -4.983961 mean_absolute_error 0.451192 mean_absolute_error 0.451525 mean_absolute_error 0.402652 mean_absolute_error 0.444874 mean_absolute_error 0.437859 mean_absolute_error 0.441835 mean_absolute_error 0.418643 mean_absolute_error 0.429303 mean_absolute_error 0.411856 mean_absolute_error 0.420563 mean_prior_absolute_error 0.386887 mean_prior_absolute_error 0.386887 mean_prior_absolute_error 0.386887 mean_prior_absolute_error 0.386887 mean_prior_absolute_error 0.386887 mean_prior_absolute_error 0.401969 mean_prior_absolute_error 0.390909 mean_prior_absolute_error 0.390909 mean_prior_absolute_error 0.390909 mean_prior_absolute_error 0.390909 number_of_instances 31 [23,8] number_of_instances 31 [23,8] number_of_instances 31 [23,8] number_of_instances 31 [23,8] number_of_instances 31 [23,8] number_of_instances 31 [22,9] number_of_instances 30 [22,8] number_of_instances 30 [22,8] number_of_instances 30 [22,8] number_of_instances 30 [22,8] precision 0.504516 [0.68,0] precision 0.630184 [0.75,0.285714] precision 0.722581 [0.8,0.5] precision 0.649892 [0.76,0.333333] precision 0.697965 [0.791667,0.428571] precision 0.677419 [0.772727,0.444444] precision 0.664 [0.76,0.4] precision 0.54824 [0.695652,0.142857] precision 0.712169 [0.809524,0.444444] precision 0.688199 [0.782609,0.428571] predictive_accuracy 0.548387 predictive_accuracy 0.645161 predictive_accuracy 0.741935 predictive_accuracy 0.677419 predictive_accuracy 0.709677 predictive_accuracy 0.677419 predictive_accuracy 0.7 predictive_accuracy 0.566667 predictive_accuracy 0.7 predictive_accuracy 0.7 prior_entropy 0.836008 prior_entropy 0.836008 prior_entropy 0.836008 prior_entropy 0.836008 prior_entropy 0.836008 prior_entropy 0.836008 prior_entropy 0.836008 prior_entropy 0.836008 prior_entropy 0.836008 prior_entropy 0.836008 recall 0.548387 [0.73913,0] recall 0.645161 [0.782609,0.25] recall 0.741935 [0.869565,0.375] recall 0.677419 [0.826087,0.25] recall 0.709677 [0.826087,0.375] recall 0.677419 [0.772727,0.444444] recall 0.7 [0.863636,0.25] recall 0.566667 [0.727273,0.125] recall 0.7 [0.772727,0.5] recall 0.7 [0.818182,0.375] relative_absolute_error 1.166211 relative_absolute_error 1.167071 relative_absolute_error 1.040748 relative_absolute_error 1.14988 relative_absolute_error 1.131748 relative_absolute_error 1.099176 relative_absolute_error 1.070947 relative_absolute_error 1.098217 relative_absolute_error 1.053586 relative_absolute_error 1.075859 root_mean_prior_squared_error 0.437646 root_mean_prior_squared_error 0.437646 root_mean_prior_squared_error 0.437646 root_mean_prior_squared_error 0.437646 root_mean_prior_squared_error 0.437646 root_mean_prior_squared_error 0.45455 root_mean_prior_squared_error 0.442217 root_mean_prior_squared_error 0.442217 root_mean_prior_squared_error 0.442217 root_mean_prior_squared_error 0.442217 root_mean_squared_error 0.475774 root_mean_squared_error 0.472073 root_mean_squared_error 0.429718 root_mean_squared_error 0.464739 root_mean_squared_error 0.452323 root_mean_squared_error 0.460011 root_mean_squared_error 0.442911 root_mean_squared_error 0.454384 root_mean_squared_error 0.437507 root_mean_squared_error 0.444741 root_relative_squared_error 1.08712 root_relative_squared_error 1.078663 root_relative_squared_error 0.981885 root_relative_squared_error 1.061907 root_relative_squared_error 1.033537 root_relative_squared_error 1.012014 root_relative_squared_error 1.001569 root_relative_squared_error 1.027515 root_relative_squared_error 0.98935 root_relative_squared_error 1.005707 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