272505 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 1244 weka.FilteredClassifier_Discretize_J48(4) 2166 weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.supervised.attribute.Discretize -R first-last -precision 6" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1068 M 2 1068 F weka.filters.supervised.attribute.Discretize 1244 W weka.classifiers.trees.J48 1244 R first-last 1245 precision 6 1245 weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 912388 description https://api.openml.org/data/download/912388/weka_generated_run7025749798556405207.xml -1 912391 model_readable https://api.openml.org/data/download/912391/WekaModel_weka.classifiers.meta.FilteredClassifier4611598297749991656.model -1 912390 model_serialized https://api.openml.org/data/download/912390/WekaSerialized_weka.classifiers.meta.FilteredClassifier98525961121851626.model -1 912389 predictions https://api.openml.org/data/download/912389/weka_generated_predictions8356205878902842006.arff area_under_roc_curve 0.969045 [0.976571,0.931611,0.985223,0.937521,0.997049,0.98726] average_cost 0 f_measure 0.91812 [0.946181,0.834646,0.972222,0.824324,0.988462,0.867725] kappa 0.898252 kb_relative_information_score 1642.627581 mean_absolute_error 0.032401 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 0.920711 [0.920608,0.80303,0.972222,0.919598,0.988462,0.921348] predictive_accuracy 0.919126 prior_entropy 2.437791 recall 0.919126 [0.973214,0.868852,0.972222,0.746939,0.988462,0.82] relative_absolute_error 0.121603 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.147331 root_relative_squared_error 0.403788 scimark_benchmark 1322.496814 [793.1972413824591, 993.275748022838, 531.5553634349574, 1092.2667317708372, 3202.188983850141] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.973875 [0.97926,0.94695,0.98271,0.947089,0.996815,1] area_under_roc_curve 0.964008 [0.971386,0.888264,0.98271,0.967243,0.996815,0.99711] area_under_roc_curve 0.968722 [0.984252,0.912882,0.98271,0.936714,1,1] area_under_roc_curve 0.962229 [0.984252,0.939325,0.950302,0.903165,1,1] area_under_roc_curve 0.973063 [0.97926,0.939869,0.996599,0.926329,1,1] area_under_roc_curve 0.950811 [0.970332,0.922114,0.999055,0.820624,0.980769,0.991329] area_under_roc_curve 0.984106 [0.990368,0.969063,0.993197,0.972152,1,0.95] area_under_roc_curve 0.956414 [0.95135,0.94793,0.958333,0.937342,0.996815,0.945954] area_under_roc_curve 0.97784 [0.962598,0.95225,0.993197,0.995021,0.999755,0.989017] area_under_roc_curve 0.972682 [0.978768,0.905136,0.999433,0.966457,0.999755,0.996243] 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 0.898424 [0.964912,0.782609,0.972222,0.7,0.981132,0.888889] f_measure 0.921528 [0.948276,0.819672,0.972222,0.837209,0.981132,0.952381] f_measure 0.916343 [0.965517,0.8125,0.972222,0.772727,1,0.888889] f_measure 0.912588 [0.965517,0.793103,0.941176,0.814815,1,0.888889] f_measure 0.938997 [0.964912,0.870968,0.986301,0.851064,1,0.888889] f_measure 0.916395 [0.955752,0.830769,0.986301,0.780488,0.980392,0.869565] f_measure 0.907827 [0.909091,0.885246,0.972973,0.75,1,0.888889] f_measure 0.905445 [0.904348,0.848485,0.956522,0.93617,0.981132,0.625] f_measure 0.9453 [0.936937,0.90625,0.972973,0.978723,0.980392,0.842105] f_measure 0.910558 [0.948276,0.8,0.986301,0.780488,0.980392,0.9] kappa 0.876249 kappa 0.903811 kappa 0.896704 kappa 0.890156 kappa 0.924445 kappa 0.897279 kappa 0.889175 kappa 0.883067 kappa 0.931527 kappa 0.889863 kb_relative_information_score 164.600145 kb_relative_information_score 165.243895 kb_relative_information_score 165.090724 kb_relative_information_score 162.900003 kb_relative_information_score 168.815632 kb_relative_information_score 162.05223 kb_relative_information_score 165.16079 kb_relative_information_score 161.669026 kb_relative_information_score 167.682671 kb_relative_information_score 159.412467 mean_absolute_error 0.033844 mean_absolute_error 0.030018 mean_absolute_error 0.032189 mean_absolute_error 0.038115 mean_absolute_error 0.027907 mean_absolute_error 0.036486 mean_absolute_error 0.029437 mean_absolute_error 0.031168 mean_absolute_error 0.026919 mean_absolute_error 0.037926 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 0.913896 [0.948276,0.692308,0.972222,0.933333,0.962963,1] precision 0.923669 [0.916667,0.833333,0.972222,0.947368,0.962963,0.909091] precision 0.91853 [0.933333,0.787879,0.972222,0.85,1,1] precision 0.91735 [0.933333,0.821429,1,0.758621,1,1] precision 0.940821 [0.948276,0.84375,0.972973,0.909091,1,1] precision 0.923376 [0.947368,0.794118,0.972973,0.941176,1,0.769231] precision 0.921415 [0.846154,0.870968,0.947368,1,1,1] precision 0.912894 [0.881356,0.777778,1,1,0.962963,0.833333] precision 0.94635 [0.945455,0.878788,0.947368,1,1,0.888889] precision 0.916145 [0.916667,0.764706,0.972973,0.941176,1,0.9] predictive_accuracy 0.901639 predictive_accuracy 0.923497 predictive_accuracy 0.918033 predictive_accuracy 0.912568 predictive_accuracy 0.939891 predictive_accuracy 0.918033 predictive_accuracy 0.912568 predictive_accuracy 0.907104 predictive_accuracy 0.945355 predictive_accuracy 0.912568 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 0.901639 [0.982143,0.9,0.972222,0.56,1,0.8] recall 0.923497 [0.982143,0.806452,0.972222,0.75,1,1] recall 0.918033 [1,0.83871,0.972222,0.708333,1,0.8] recall 0.912568 [1,0.766667,0.888889,0.88,1,0.8] recall 0.939891 [0.982143,0.9,1,0.8,1,0.8] recall 0.918033 [0.964286,0.870968,1,0.666667,0.961538,1] recall 0.912568 [0.982143,0.9,1,0.6,1,0.8] recall 0.907104 [0.928571,0.933333,0.916667,0.88,1,0.5] recall 0.945355 [0.928571,0.935484,1,0.958333,0.961538,0.8] recall 0.912568 [0.982143,0.83871,1,0.666667,0.961538,0.9] relative_absolute_error 0.127005 relative_absolute_error 0.112674 relative_absolute_error 0.120822 relative_absolute_error 0.143033 relative_absolute_error 0.104725 relative_absolute_error 0.136951 relative_absolute_error 0.110466 relative_absolute_error 0.116962 relative_absolute_error 0.101042 relative_absolute_error 0.142355 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 0.146036 root_mean_squared_error 0.150776 root_mean_squared_error 0.143606 root_mean_squared_error 0.149965 root_mean_squared_error 0.124128 root_mean_squared_error 0.159489 root_mean_squared_error 0.136758 root_mean_squared_error 0.165931 root_mean_squared_error 0.130323 root_mean_squared_error 0.160714 root_relative_squared_error 0.400194 root_relative_squared_error 0.413274 root_relative_squared_error 0.393622 root_relative_squared_error 0.410961 root_relative_squared_error 0.340158 root_relative_squared_error 0.437157 root_relative_squared_error 0.374768 root_relative_squared_error 0.454713 root_relative_squared_error 0.357213 root_relative_squared_error 0.440515 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 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis 10 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 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 0