331795 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 1165 weka.A1DE(4) 1918 weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE -- -F 1 -M 1.0 F 1 1165 M 1.0 1165 weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 1135445 description https://api.openml.org/data/download/1135445/weka_generated_run2253398649378217635.xml -1 1135448 model_readable https://api.openml.org/data/download/1135448/WekaModel_weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE8241321711103235456.model -1 1135447 model_serialized https://api.openml.org/data/download/1135447/WekaSerialized_weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE8556216934345556303.model -1 1135446 predictions https://api.openml.org/data/download/1135446/weka_generated_predictions1552998088519018863.arff area_under_roc_curve 0.999258 [0.999994,0.997564,1,0.997505,1,1] average_cost 0 f_measure 0.979261 [0.998217,0.938356,0.997214,0.932039,0.998081,1] kappa 0.974015 kb_relative_information_score 1773.45132 mean_absolute_error 0.010405 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 0.980504 [0.996441,0.982079,1,0.888889,0.996169,1] predictive_accuracy 0.979235 prior_entropy 2.437791 recall 0.979235 [1,0.898361,0.994444,0.979592,1,1] relative_absolute_error 0.039052 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.074911 root_relative_squared_error 0.205308 scimark_benchmark 1333.114893 [791.7569612502787, 1003.8838315715799, 545.1849980380548, 1115.0318678477597, 3209.7168067063412] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.998805 [1,0.996296,1,0.995696,1,1] area_under_roc_curve 0.999717 [1,0.998939,1,0.999214,1,1] area_under_roc_curve 0.999115 [1,0.996604,1,0.997642,1,1] area_under_roc_curve 0.999049 [1,0.996732,1,0.996962,1,1] area_under_roc_curve 0.999332 [1,0.997821,1,0.997722,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 0.998488 [1,0.995207,1,0.994684,1,1] area_under_roc_curve 0.999896 [1,1,1,0.999241,1,1] area_under_roc_curve 0.998731 [1,0.995756,1,0.995807,1,1] area_under_roc_curve 0.99993 [1,0.999788,1,0.999738,1,1] 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 0.972714 [1,0.915254,1,0.901961,1,1] f_measure 0.983433 [0.99115,0.949153,1,0.96,1,1] f_measure 0.983672 [1,0.949153,1,0.941176,1,1] f_measure 0.966658 [0.99115,0.888889,1,0.909091,1,1] f_measure 0.97243 [1,0.912281,1,0.923077,0.981132,1] f_measure 0.989107 [1,0.966667,1,0.96,1,1] f_measure 0.967256 [1,0.892857,1,0.888889,1,1] f_measure 0.989196 [1,0.983051,0.985915,0.961538,1,1] f_measure 0.983639 [1,0.95082,1,0.938776,1,1] f_measure 0.983868 [1,0.966667,0.985915,0.941176,1,1] kappa 0.965808 kappa 0.979464 kappa 0.979488 kappa 0.958961 kappa 0.96582 kappa 0.986322 kappa 0.958993 kappa 0.986329 kappa 0.979477 kappa 0.979492 kb_relative_information_score 176.154828 kb_relative_information_score 178.720285 kb_relative_information_score 176.847455 kb_relative_information_score 174.762935 kb_relative_information_score 177.295611 kb_relative_information_score 180.300457 kb_relative_information_score 175.247383 kb_relative_information_score 179.46116 kb_relative_information_score 175.691685 kb_relative_information_score 178.96952 mean_absolute_error 0.012135 mean_absolute_error 0.007951 mean_absolute_error 0.011165 mean_absolute_error 0.013885 mean_absolute_error 0.010502 mean_absolute_error 0.005418 mean_absolute_error 0.013988 mean_absolute_error 0.007212 mean_absolute_error 0.013977 mean_absolute_error 0.007819 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 0.972931 [1,0.931034,1,0.884615,1,1] precision 0.984543 [0.982456,1,1,0.923077,1,1] precision 0.985428 [1,1,1,0.888889,1,1] precision 0.971863 [0.982456,1,1,0.833333,1,1] precision 0.973487 [1,0.962963,1,0.888889,0.962963,1] precision 0.989912 [1,1,1,0.923077,1,1] precision 0.970141 [1,0.961538,1,0.827586,1,1] precision 0.989881 [1,1,1,0.925926,1,1] precision 0.983862 [1,0.966667,1,0.92,1,1] precision 0.985428 [1,1,1,0.888889,1,1] predictive_accuracy 0.972678 predictive_accuracy 0.983607 predictive_accuracy 0.983607 predictive_accuracy 0.967213 predictive_accuracy 0.972678 predictive_accuracy 0.989071 predictive_accuracy 0.967213 predictive_accuracy 0.989071 predictive_accuracy 0.983607 predictive_accuracy 0.983607 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 0.972678 [1,0.9,1,0.92,1,1] recall 0.983607 [1,0.903226,1,1,1,1] recall 0.983607 [1,0.903226,1,1,1,1] recall 0.967213 [1,0.8,1,1,1,1] recall 0.972678 [1,0.866667,1,0.96,1,1] recall 0.989071 [1,0.935484,1,1,1,1] recall 0.967213 [1,0.833333,1,0.96,1,1] recall 0.989071 [1,0.966667,0.972222,1,1,1] recall 0.983607 [1,0.935484,1,0.958333,1,1] recall 0.983607 [1,0.935484,0.972222,1,1,1] relative_absolute_error 0.045538 relative_absolute_error 0.029842 relative_absolute_error 0.041909 relative_absolute_error 0.052106 relative_absolute_error 0.039411 relative_absolute_error 0.020337 relative_absolute_error 0.052493 relative_absolute_error 0.027064 relative_absolute_error 0.052463 relative_absolute_error 0.029347 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 0.087659 root_mean_squared_error 0.063101 root_mean_squared_error 0.081653 root_mean_squared_error 0.095791 root_mean_squared_error 0.074674 root_mean_squared_error 0.042714 root_mean_squared_error 0.090231 root_mean_squared_error 0.054058 root_mean_squared_error 0.082876 root_mean_squared_error 0.057228 root_relative_squared_error 0.24022 root_relative_squared_error 0.17296 root_relative_squared_error 0.223808 root_relative_squared_error 0.262505 root_relative_squared_error 0.204635 root_relative_squared_error 0.117079 root_relative_squared_error 0.247267 root_relative_squared_error 0.14814 root_relative_squared_error 0.227162 root_relative_squared_error 0.156862 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 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 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 0