206439 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 1182 weka.AdaBoostM1_DecisionStump(12) 2028 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump P 100 1182 S 1 1182 I 40 1182 W weka.classifiers.trees.DecisionStump 1182 study_1 weka weka_3.7.12 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 683350 description https://api.openml.org/data/download/683350/weka_generated_run3977991132904301064.xml -1 683353 model_readable https://api.openml.org/data/download/683353/WekaModel_weka.classifiers.meta.AdaBoostM1714604449447697005.model -1 683352 model_serialized https://api.openml.org/data/download/683352/WekaSerialized_weka.classifiers.meta.AdaBoostM11903820478202385133.model -1 683351 predictions https://api.openml.org/data/download/683351/weka_generated_predictions7138596044100283188.arff area_under_roc_curve 0.637076 [0.736391,0.887304,0.561953,0.522418,0.59594,0.205621,0.588901,0.326577,0.0,0.864243,0.619086,0.544892,0.478485,0.566667,0.819733,0.207101,0.669605,0.618131,0.543043,0.410979,0.431953,0.609656] average_cost 0 f_measure 0.186445 [0.630542,0,0,0,0.262548,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0.152016 kb_relative_information_score 55.410001 mean_absolute_error 0.074564 mean_prior_absolute_error 0.081209 number_of_instances 339 [84,20,9,14,39,1,14,6,0,2,28,16,7,24,2,1,10,29,6,2,1,24] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.151043 [0.537815,0,0,0,0.154545,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0.289086 prior_entropy 3.754223 recall 0.289086 [0.761905,0,0,0,0.871795,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 0.918169 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.193521 root_relative_squared_error 0.962386 scimark_benchmark 1372.214493 [807.5187827269012, 980.888295567979, 524.8004995102859, 1081.452134152153, 3466.4127538326798] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.645637 [0.646635,0.9375,0.772727,0.289062,0.683333,0.0,0.666667,0.0,0.0,0.924242,0.677419,0.671875,0.666667,0.453125,0.0,0.0,0.666667,0.526882,0.0,0.0,0.0,0.677419] area_under_roc_curve 0.690849 [0.725962,0.84375,0.666667,0.664062,0.6125,0.0,0.712121,0.0,0.0,0.939394,0.569892,0.712121,0.712121,0.492188,0.0,0.0,0.712121,0.725806,0.0,0.712121,0.0,0.725806] area_under_roc_curve 0.653864 [0.663462,0.9375,0.742424,0.71875,0.583333,0.0,0.681818,0.166667,0.0,0.0,0.6875,0.681818,0.681818,0.6875,0.0,0.5,0.681818,0.543011,0.0,0.681818,0.0,0.693548] area_under_roc_curve 0.734613 [0.858173,0.96875,0.681818,0.65625,0.591667,0.5,0.69697,0.575758,0.0,0.0,0.703125,0.69697,0.69697,0.703125,0.878788,0.0,0.69697,0.709677,0.0,0.0,0.0,0.709677] area_under_roc_curve 0.700566 [0.744444,0.9375,0.772727,0.530303,0.666667,0.0,0.651515,0.469697,0.0,0.0,0.66129,0.651515,0.651515,0.65625,0.954545,0.0,0.651515,0.66129,0.651515,0.0,0.0,0.65625] area_under_roc_curve 0.696282 [0.833333,0.859375,0.742424,0.409091,0.733333,0.0,0.453125,0.590909,0.0,0.0,0.725806,0.375,0.0,0.71875,0.0,0.0,0.712121,0.725806,0.712121,0.0,0.0,0.453125] area_under_roc_curve 0.726519 [0.864444,0.8125,0.80303,0.424242,0.677419,0.0,0.671875,0.575758,0.0,0.0,0.677419,0.671875,0.0,0.677419,0.0,0.0,0.666667,0.677419,0.666667,0.0,0.0,0.671875] area_under_roc_curve 0.727447 [0.9,0.953125,0.0,0.484848,0.683333,0.0,0.671875,0.515152,0.0,0.0,0.677419,0.671875,0.0,0.521505,0.0,0.0,0.666667,0.677419,0.666667,0.0,0.0,0.671875] area_under_roc_curve 0.664947 [0.786058,0.9375,0.333333,0.515152,0.683333,0.0,0.671875,0.0,0.0,0.0,0.526882,0.359375,0.666667,0.677419,0.0,0.0,0.666667,0.671875,0.666667,0.0,0.5,0.671875] area_under_roc_curve 0.674191 [0.74,0.919355,0.3125,0.9375,0.482759,0.0,0.6875,0.0,0.0,0.0,0.7,0.693548,0.171875,0.7,0.0,0.0,0.6875,0.7,0.6875,0.0,0.0,0.693548] 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 0.13393 [0.421053,0,0,0,0.296296,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.157754 [0.545455,0,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.144796 [0.5,0,0,0,0.230769,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.185098 [0.666667,0,0,0,0.24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.200796 [0.631579,0,0,0,0.285714,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.223359 [0.695652,0,0,0,0.333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.232127 [0.8,0,0,0,0.230769,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.246623 [0.8,0,0,0,0.296296,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.183465 [0.631579,0,0,0,0.296296,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.164848 [0.6,0,0,0,0.16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0.094262 kappa 0.118257 kappa 0.090535 kappa 0.157025 kappa 0.158763 kappa 0.212632 kappa 0.208502 kappa 0.22487 kappa 0.163934 kappa 0.092409 kb_relative_information_score 5.188678 kb_relative_information_score 5.210968 kb_relative_information_score 5.066874 kb_relative_information_score 6.23742 kb_relative_information_score 5.885758 kb_relative_information_score 5.59281 kb_relative_information_score 5.236242 kb_relative_information_score 6.266341 kb_relative_information_score 5.412892 kb_relative_information_score 5.312016 mean_absolute_error 0.077011 mean_absolute_error 0.075245 mean_absolute_error 0.076393 mean_absolute_error 0.073506 mean_absolute_error 0.074829 mean_absolute_error 0.072885 mean_absolute_error 0.073635 mean_absolute_error 0.072207 mean_absolute_error 0.075094 mean_absolute_error 0.074838 mean_prior_absolute_error 0.081317 mean_prior_absolute_error 0.081421 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081006 mean_prior_absolute_error 0.080851 mean_prior_absolute_error 0.080962 mean_prior_absolute_error 0.08074 mean_prior_absolute_error 0.081495 mean_prior_absolute_error 0.081111 number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,2,1,2,0,0,1,3,0,0,0,3] number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,1,1,2,0,0,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,0,1,1,0,0,2,1,1,2,0,1,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,1,1,1,0,0,2,1,1,2,1,0,1,3,0,0,0,3] number_of_instances 34 [9,2,1,1,4,0,1,1,0,0,3,1,1,2,1,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,4,0,2,1,0,0,3,2,0,2,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,3,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,0,1,4,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [8,2,1,1,4,0,2,0,0,0,3,2,1,3,0,0,1,2,1,0,1,2] number_of_instances 33 [8,2,1,1,4,0,1,0,0,0,3,2,1,3,0,0,1,3,1,0,0,2] precision 0.106022 [0.363636,0,0,0,0.173913,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.118487 [0.428571,0,0,0,0.15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.114082 [0.416667,0,0,0,0.136364,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.143504 [0.538462,0,0,0,0.142857,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.178431 [0.6,0,0,0,0.166667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.17479 [0.571429,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.204022 [0.727273,0,0,0,0.130435,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.212974 [0.727273,0,0,0,0.173913,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.148803 [0.545455,0,0,0,0.173913,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.132756 [0.5,0,0,0,0.095238,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0.235294 predictive_accuracy 0.264706 predictive_accuracy 0.235294 predictive_accuracy 0.294118 predictive_accuracy 0.294118 predictive_accuracy 0.352941 predictive_accuracy 0.323529 predictive_accuracy 0.352941 predictive_accuracy 0.294118 predictive_accuracy 0.242424 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 recall 0.235294 [0.5,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.264706 [0.75,0,0,0,0.75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.235294 [0.625,0,0,0,0.75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.294118 [0.875,0,0,0,0.75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.294118 [0.666667,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.352941 [0.888889,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.323529 [0.888889,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.352941 [0.888889,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.294118 [0.75,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.242424 [0.75,0,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 0.94704 relative_absolute_error 0.92415 relative_absolute_error 0.936289 relative_absolute_error 0.900905 relative_absolute_error 0.923746 relative_absolute_error 0.901469 relative_absolute_error 0.909502 relative_absolute_error 0.894323 relative_absolute_error 0.921453 relative_absolute_error 0.922658 root_mean_prior_squared_error 0.201354 root_mean_prior_squared_error 0.201611 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.20058 root_mean_prior_squared_error 0.200192 root_mean_prior_squared_error 0.200469 root_mean_prior_squared_error 0.199914 root_mean_prior_squared_error 0.201795 root_mean_prior_squared_error 0.20084 root_mean_squared_error 0.199677 root_mean_squared_error 0.197858 root_mean_squared_error 0.198798 root_mean_squared_error 0.191332 root_mean_squared_error 0.192136 root_mean_squared_error 0.190751 root_mean_squared_error 0.189816 root_mean_squared_error 0.18561 root_mean_squared_error 0.194117 root_mean_squared_error 0.194688 root_relative_squared_error 0.991673 root_relative_squared_error 0.981385 root_relative_squared_error 0.983987 root_relative_squared_error 0.947034 root_relative_squared_error 0.9579 root_relative_squared_error 0.952844 root_relative_squared_error 0.946862 root_relative_squared_error 0.928447 root_relative_squared_error 0.961952 root_relative_squared_error 0.969369 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 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0