209127 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 1182 weka.AdaBoostM1_DecisionStump(12) 2030 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 160 -W weka.classifiers.trees.DecisionStump P 100 1182 S 1 1182 I 160 1182 W weka.classifiers.trees.DecisionStump 1182 weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 693895 description https://api.openml.org/data/download/693895/weka_generated_run2640730617757334172.xml -1 693898 model_readable https://api.openml.org/data/download/693898/WekaModel_weka.classifiers.meta.AdaBoostM12186885374324369594.model -1 693897 model_serialized https://api.openml.org/data/download/693897/WekaSerialized_weka.classifiers.meta.AdaBoostM16352514356418369972.model -1 693896 predictions https://api.openml.org/data/download/693896/weka_generated_predictions3020111025690581782.arff area_under_roc_curve 0.795085 [0.950023,0.696026,0.761769,0.741879,0.723758,0.665301] average_cost 0 f_measure 0.359398 [0.86465,0,0.481928,0,0,0] kappa 0.334976 kb_relative_information_score 649.031756 mean_absolute_error 0.195338 mean_prior_absolute_error 0.266447 number_of_instances 1830 [560,305,360,245,260,100] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.301192 [0.780172,0,0.31746,0,0,0] predictive_accuracy 0.493443 prior_entropy 2.437791 recall 0.493443 [0.969643,0,1,0,0,0] relative_absolute_error 0.73312 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.3147 root_relative_squared_error 0.862491 scimark_benchmark 915.672918 [554.431243089541, 1004.1453769221171, 479.7774192424144, 898.9849449421491, 1641.0256071673816] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 area_under_roc_curve 0.796362 [0.88189,0.721242,0.792517,0.772152,0.786502,0.642775] area_under_roc_curve 0.786237 [0.885827,0.682513,0.789116,0.767296,0.744855,0.692775] area_under_roc_curve 0.756043 [0.957466,0.6875,0.693878,0.679245,0.636698,0.55896] area_under_roc_curve 0.792662 [0.885827,0.698039,0.789116,0.768987,0.767271,0.692775] area_under_roc_curve 0.780134 [0.885827,0.678105,0.789116,0.768987,0.72244,0.639884] area_under_roc_curve 0.788814 [0.897638,0.692063,0.778912,0.757862,0.731994,0.736994] area_under_roc_curve 0.761788 [0.969277,0.676471,0.683673,0.670886,0.649559,0.656069] area_under_roc_curve 0.754583 [0.956412,0.656536,0.683673,0.670886,0.649559,0.656069] area_under_roc_curve 0.756893 [0.960349,0.674342,0.680272,0.666667,0.646374,0.653179] area_under_roc_curve 0.75963 [0.96534,0.661503,0.687075,0.672956,0.652744,0.65896] 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 0.347856 [0.788732,0,0.541353,0,0,0] f_measure 0.348774 [0.794326,0,0.537313,0,0,0] f_measure 0.374486 [0.938053,0,0.444444,0,0,0] f_measure 0.348774 [0.794326,0,0.537313,0,0,0] f_measure 0.348774 [0.794326,0,0.537313,0,0,0] f_measure 0.351743 [0.811594,0,0.525547,0,0,0] f_measure 0.380725 [0.963636,0,0.436364,0,0,0] f_measure 0.375161 [0.945455,0,0.436364,0,0,0] f_measure 0.377299 [0.954128,0,0.433735,0,0,0] f_measure 0.378592 [0.954955,0,0.439024,0,0,0] kappa 0.338668 kappa 0.339193 kappa 0.332246 kappa 0.339193 kappa 0.339193 kappa 0.340762 kappa 0.333798 kappa 0.326711 kappa 0.327232 kappa 0.333282 kb_relative_information_score 67.197716 kb_relative_information_score 67.558666 kb_relative_information_score 62.340459 kb_relative_information_score 67.35034 kb_relative_information_score 67.724897 kb_relative_information_score 67.130372 kb_relative_information_score 62.48869 kb_relative_information_score 62.368851 kb_relative_information_score 62.127862 kb_relative_information_score 62.743904 mean_absolute_error 0.202333 mean_absolute_error 0.202775 mean_absolute_error 0.18774 mean_absolute_error 0.202732 mean_absolute_error 0.202951 mean_absolute_error 0.204139 mean_absolute_error 0.187617 mean_absolute_error 0.187772 mean_absolute_error 0.18903 mean_absolute_error 0.186291 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266418 number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,31,36,24,26,10] precision 0.272273 [0.651163,0,0.371134,0,0,0] precision 0.273872 [0.658824,0,0.367347,0,0,0] precision 0.340743 [0.929825,0,0.285714,0,0,0] precision 0.273872 [0.658824,0,0.367347,0,0,0] precision 0.273872 [0.658824,0,0.367347,0,0,0] precision 0.279102 [0.682927,0,0.356436,0,0,0] precision 0.355243 [0.981481,0,0.27907,0,0,0] precision 0.349576 [0.962963,0,0.27907,0,0,0] precision 0.354714 [0.981132,0,0.276923,0,0,0] precision 0.350211 [0.963636,0,0.28125,0,0,0] predictive_accuracy 0.502732 predictive_accuracy 0.502732 predictive_accuracy 0.486339 predictive_accuracy 0.502732 predictive_accuracy 0.502732 predictive_accuracy 0.502732 predictive_accuracy 0.486339 predictive_accuracy 0.480874 predictive_accuracy 0.480874 predictive_accuracy 0.486339 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 recall 0.502732 [1,0,1,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.486339 [0.946429,0,1,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.486339 [0.946429,0,1,0,0,0] recall 0.480874 [0.928571,0,1,0,0,0] recall 0.480874 [0.928571,0,1,0,0,0] recall 0.486339 [0.946429,0,1,0,0,0] relative_absolute_error 0.759289 relative_absolute_error 0.761118 relative_absolute_error 0.704683 relative_absolute_error 0.760785 relative_absolute_error 0.761607 relative_absolute_error 0.766235 relative_absolute_error 0.704064 relative_absolute_error 0.704645 relative_absolute_error 0.709524 relative_absolute_error 0.699242 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364833 root_mean_squared_error 0.318668 root_mean_squared_error 0.320592 root_mean_squared_error 0.311171 root_mean_squared_error 0.319172 root_mean_squared_error 0.322037 root_mean_squared_error 0.319567 root_mean_squared_error 0.307013 root_mean_squared_error 0.310763 root_mean_squared_error 0.308794 root_mean_squared_error 0.308732 root_relative_squared_error 0.873272 root_relative_squared_error 0.878738 root_relative_squared_error 0.852915 root_relative_squared_error 0.874652 root_relative_squared_error 0.882504 root_relative_squared_error 0.875926 root_relative_squared_error 0.841331 root_relative_squared_error 0.851609 root_relative_squared_error 0.846399 root_relative_squared_error 0.846229 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 10 usercpu_time_millis 10 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 10 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 10 usercpu_time_millis_training 10 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 10