259018 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 1200 weka.LADTree(4) 2070 weka.classifiers.trees.LADTree -- -B 10 B 10 1200 weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 867292 description https://api.openml.org/data/download/867292/weka_generated_run4677679424194288027.xml -1 867295 model_readable https://api.openml.org/data/download/867295/WekaModel_weka.classifiers.trees.LADTree7696807490383268178.model -1 867294 model_serialized https://api.openml.org/data/download/867294/WekaSerialized_weka.classifiers.trees.LADTree7774597608373900224.model -1 867293 predictions https://api.openml.org/data/download/867293/weka_generated_predictions799151048518298430.arff area_under_roc_curve 0.980558 [0.982561,0.964639,0.990338,0.964657,0.997735,0.976974] average_cost 0 f_measure 0.93705 [0.971223,0.863711,0.97479,0.876,0.972868,0.889952] kappa 0.920782 kb_relative_information_score 1663.835775 mean_absolute_error 0.03012 mean_prior_absolute_error 0.266447 number_of_instances 1830 [560,305,360,245,260,100] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.937838 [0.978261,0.865132,0.983051,0.858824,0.980469,0.853211] predictive_accuracy 0.936612 prior_entropy 2.437791 recall 0.936612 [0.964286,0.862295,0.966667,0.893878,0.965385,0.93] relative_absolute_error 0.113044 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.134956 root_relative_squared_error 0.369871 scimark_benchmark 1311.183661 [790.32198750939, 962.7554323758649, 543.5291474252327, 1107.0271242196145, 3152.2846134678807] total_cost 0 usercpu_time_millis 330 usercpu_time_millis_testing 0 usercpu_time_millis_training 330 area_under_roc_curve 0.963799 [0.991845,0.952288,0.987056,0.840127,0.989466,1] area_under_roc_curve 0.993145 [1,0.974851,1,0.980215,1,1] area_under_roc_curve 0.963896 [0.952897,0.95225,0.983466,0.984801,1,0.84711] area_under_roc_curve 0.984923 [0.995922,0.934423,0.994898,0.98481,1,1] area_under_roc_curve 0.99572 [0.999648,0.99085,1,0.981013,1,0.998555] area_under_roc_curve 0.997548 [1,0.993846,1,0.989256,1,1] area_under_roc_curve 0.99005 [0.999156,0.956863,0.99537,0.987722,1,0.999422] area_under_roc_curve 0.970493 [0.957677,0.953268,0.974395,0.983418,0.993018,0.989017] area_under_roc_curve 0.97282 [0.957115,0.98143,0.979403,0.990697,0.996325,0.906358] area_under_roc_curve 0.984001 [0.996977,0.963073,0.99811,0.949948,0.999755,0.966185] 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 0.933594 [0.982456,0.83871,0.985915,0.826087,0.961538,0.952381] f_measure 0.94952 [0.982456,0.857143,0.985915,0.901961,0.981132,0.952381] f_measure 0.918197 [0.954955,0.827586,0.972222,0.884615,1,0.666667] f_measure 0.945954 [0.99115,0.821429,0.985915,0.938776,1,0.8] f_measure 0.944745 [0.99115,0.912281,0.947368,0.923077,0.916667,0.9] f_measure 0.967646 [0.990991,0.920635,0.985915,0.897959,1,1] f_measure 0.946015 [0.981818,0.875,0.972222,0.875,0.980392,0.952381] f_measure 0.924409 [0.945455,0.875,0.971429,0.84,0.961538,0.9] f_measure 0.90998 [0.933333,0.818182,0.971429,0.830189,0.961538,0.9] f_measure 0.92986 [0.954955,0.888889,0.971429,0.84,0.961538,0.9] kappa 0.917784 kappa 0.938421 kappa 0.897643 kappa 0.931795 kappa 0.931461 kappa 0.959001 kappa 0.931752 kappa 0.904474 kappa 0.884624 kappa 0.911208 kb_relative_information_score 164.575254 kb_relative_information_score 170.07733 kb_relative_information_score 157.541519 kb_relative_information_score 167.355779 kb_relative_information_score 168.231053 kb_relative_information_score 173.524831 kb_relative_information_score 168.636962 kb_relative_information_score 165.083058 kb_relative_information_score 162.218029 kb_relative_information_score 166.59196 mean_absolute_error 0.033323 mean_absolute_error 0.023853 mean_absolute_error 0.045941 mean_absolute_error 0.028698 mean_absolute_error 0.029388 mean_absolute_error 0.01847 mean_absolute_error 0.026803 mean_absolute_error 0.030875 mean_absolute_error 0.03799 mean_absolute_error 0.025863 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 0.935267 [0.965517,0.8125,1,0.904762,0.961538,0.909091] precision 0.953013 [0.965517,0.96,1,0.851852,0.962963,0.909091] precision 0.921296 [0.963636,0.888889,0.972222,0.821429,1,0.636364] precision 0.951809 [0.982456,0.884615,1,0.958333,1,0.666667] precision 0.948244 [0.982456,0.962963,0.9,0.888889,1,0.9] precision 0.968381 [1,0.90625,1,0.88,1,1] precision 0.948759 [1,0.823529,0.972222,0.913043,1,0.909091] precision 0.92695 [0.962963,0.823529,1,0.84,0.961538,0.9] precision 0.918695 [1,0.771429,1,0.758621,0.961538,0.9] precision 0.931548 [0.963636,0.875,1,0.807692,0.961538,0.9] predictive_accuracy 0.934426 predictive_accuracy 0.95082 predictive_accuracy 0.918033 predictive_accuracy 0.945355 predictive_accuracy 0.945355 predictive_accuracy 0.967213 predictive_accuracy 0.945355 predictive_accuracy 0.923497 predictive_accuracy 0.907104 predictive_accuracy 0.928962 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 0.934426 [1,0.866667,0.972222,0.76,0.961538,1] recall 0.95082 [1,0.774194,0.972222,0.958333,1,1] recall 0.918033 [0.946429,0.774194,0.972222,0.958333,1,0.7] recall 0.945355 [1,0.766667,0.972222,0.92,1,1] recall 0.945355 [1,0.866667,1,0.96,0.846154,0.9] recall 0.967213 [0.982143,0.935484,0.972222,0.916667,1,1] recall 0.945355 [0.964286,0.933333,0.972222,0.84,0.961538,1] recall 0.923497 [0.928571,0.933333,0.944444,0.84,0.961538,0.9] recall 0.907104 [0.875,0.870968,0.944444,0.916667,0.961538,0.9] recall 0.928962 [0.946429,0.903226,0.944444,0.875,0.961538,0.9] relative_absolute_error 0.125052 relative_absolute_error 0.089532 relative_absolute_error 0.17244 relative_absolute_error 0.107693 relative_absolute_error 0.110282 relative_absolute_error 0.069328 relative_absolute_error 0.100584 relative_absolute_error 0.115864 relative_absolute_error 0.142595 relative_absolute_error 0.097075 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 0.141656 root_mean_squared_error 0.110252 root_mean_squared_error 0.162673 root_mean_squared_error 0.126843 root_mean_squared_error 0.111368 root_mean_squared_error 0.088194 root_mean_squared_error 0.121375 root_mean_squared_error 0.153978 root_mean_squared_error 0.16234 root_mean_squared_error 0.149604 root_relative_squared_error 0.388191 root_relative_squared_error 0.3022 root_relative_squared_error 0.445882 root_relative_squared_error 0.347599 root_relative_squared_error 0.30519 root_relative_squared_error 0.241738 root_relative_squared_error 0.332613 root_relative_squared_error 0.421957 root_relative_squared_error 0.444971 root_relative_squared_error 0.410061 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 110 usercpu_time_millis 160 usercpu_time_millis 140 usercpu_time_millis 150 usercpu_time_millis 170 usercpu_time_millis 170 usercpu_time_millis 130 usercpu_time_millis 120 usercpu_time_millis 120 usercpu_time_millis 130 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 110 usercpu_time_millis_training 160 usercpu_time_millis_training 140 usercpu_time_millis_training 150 usercpu_time_millis_training 170 usercpu_time_millis_training 170 usercpu_time_millis_training 130 usercpu_time_millis_training 120 usercpu_time_millis_training 120 usercpu_time_millis_training 130