100342 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 677 weka.Logistic(3) 1226 weka.classifiers.functions.Logistic -- -R 1.0E-8 -M -1 R 1.0E-8 677 M -1 677 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 297066 description https://api.openml.org/data/download/297066/weka_generated_run5104984914676074448.xml -1 297069 model_readable https://api.openml.org/data/download/297069/WekaModel_weka.classifiers.functions.Logistic1861461491774629276.model -1 297068 model_serialized https://api.openml.org/data/download/297068/WekaSerialized_weka.classifiers.functions.Logistic161019557104757952.model -1 297067 predictions https://api.openml.org/data/download/297067/weka_generated_predictions568740096564557095.arff area_under_roc_curve 0.983915 [0.994722,0.954556,1,0.961628,0.999677,0.968659] average_cost 0 build_cpu_time 0.3312 build_memory 175754804.8 f_measure 0.957713 [0.984043,0.887417,1,0.897959,0.994242,0.923858] kappa 0.947273 kb_relative_information_score 1731.329873 mean_absolute_error 0.013883 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 0.957586 [0.977113,0.896321,1,0.897959,0.992337,0.938144] predictive_accuracy 0.957923 prior_entropy 2.437791 recall 0.957923 [0.991071,0.878689,1,0.897959,0.996154,0.91] relative_absolute_error 0.052106 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.116241 root_relative_squared_error 0.31858 scimark_benchmark 926.785974 [565.0277616946796, 1015.5230404536866, 483.6674820550281, 834.8534752931162, 1734.8581099187907] total_cost 0 area_under_roc_curve 0.978401 [0.992126,0.954357,1,0.934304,1,0.95] area_under_roc_curve 0.979441 [0.992126,0.944716,1,0.955058,1,0.94711] area_under_roc_curve 0.981797 [0.983057,0.961481,1,0.9924,1,0.899422] area_under_roc_curve 0.992531 [0.996063,0.979194,1,0.979114,1,1] area_under_roc_curve 0.982555 [0.995782,0.930065,1,0.988987,0.996815,0.95] area_under_roc_curve 0.993484 [1,0.979308,1,0.978249,1,0.99711] area_under_roc_curve 0.980314 [1,0.925272,1,0.94557,1,1] area_under_roc_curve 0.988846 [0.996063,0.974401,1,0.958608,0.999755,0.998844] area_under_roc_curve 0.97625 [0.995922,0.938986,1,0.929507,1,0.946532] area_under_roc_curve 0.986095 [0.996063,0.958829,1,0.957547,1,0.99711] 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 build_cpu_time 0.26 build_cpu_time 0.353 build_cpu_time 0.331 build_cpu_time 0.073 build_cpu_time 0.537 build_cpu_time 0.628 build_cpu_time 0.359 build_cpu_time 0.353 build_cpu_time 0.341 build_cpu_time 0.077 build_memory 165202136 build_memory 196773440 build_memory 158684152 build_memory 190997792 build_memory 226744600 build_memory 164880720 build_memory 144598592 build_memory 166399832 build_memory 190772840 build_memory 152493944 f_measure 0.950102 [0.973913,0.881356,1,0.88,1,0.888889] f_measure 0.966911 [0.982456,0.918033,1,0.93617,1,0.9] f_measure 0.945203 [0.964286,0.870968,1,0.897959,1,0.842105] f_measure 0.97247 [0.99115,0.915254,1,0.92,1,1] f_measure 0.94984 [0.973451,0.872727,1,0.909091,0.981132,0.888889] f_measure 0.978098 [1,0.935484,1,0.93617,1,0.952381] f_measure 0.956342 [1,0.857143,1,0.851852,1,1] f_measure 0.956166 [0.99115,0.885246,1,0.916667,0.961538,0.9] f_measure 0.940264 [0.972973,0.84375,1,0.851064,1,0.9] f_measure 0.961197 [0.99115,0.892308,1,0.883721,1,0.952381] kappa 0.938171 kappa 0.958856 kappa 0.931538 kappa 0.965769 kappa 0.938358 kappa 0.972644 kappa 0.945324 kappa 0.94521 kappa 0.924781 kappa 0.952031 kb_relative_information_score 170.683552 kb_relative_information_score 174.763889 kb_relative_information_score 170.367756 kb_relative_information_score 176.637224 kb_relative_information_score 171.459816 kb_relative_information_score 177.675057 kb_relative_information_score 173.378466 kb_relative_information_score 172.817613 kb_relative_information_score 169.833244 kb_relative_information_score 173.713256 mean_absolute_error 0.016486 mean_absolute_error 0.01093 mean_absolute_error 0.018007 mean_absolute_error 0.009076 mean_absolute_error 0.015905 mean_absolute_error 0.007267 mean_absolute_error 0.014152 mean_absolute_error 0.014454 mean_absolute_error 0.019424 mean_absolute_error 0.013133 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 0.951088 [0.949153,0.896552,1,0.88,1,1] precision 0.966988 [0.965517,0.933333,1,0.956522,1,0.9] precision 0.945404 [0.964286,0.870968,1,0.88,1,0.888889] precision 0.972397 [0.982456,0.931034,1,0.92,1,1] precision 0.954675 [0.964912,0.96,1,0.833333,0.962963,1] precision 0.978401 [1,0.935484,1,0.956522,1,0.909091] precision 0.959125 [1,0.923077,1,0.793103,1,1] precision 0.95661 [0.982456,0.870968,1,0.956522,0.961538,0.9] precision 0.941066 [0.981818,0.818182,1,0.869565,1,0.9] precision 0.964752 [0.982456,0.852941,1,1,1,0.909091] predictive_accuracy 0.95082 predictive_accuracy 0.967213 predictive_accuracy 0.945355 predictive_accuracy 0.972678 predictive_accuracy 0.95082 predictive_accuracy 0.978142 predictive_accuracy 0.956284 predictive_accuracy 0.956284 predictive_accuracy 0.939891 predictive_accuracy 0.961749 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 0.95082 [1,0.866667,1,0.88,1,0.8] recall 0.967213 [1,0.903226,1,0.916667,1,0.9] recall 0.945355 [0.964286,0.870968,1,0.916667,1,0.8] recall 0.972678 [1,0.9,1,0.92,1,1] recall 0.95082 [0.982143,0.8,1,1,1,0.8] recall 0.978142 [1,0.935484,1,0.916667,1,1] recall 0.956284 [1,0.8,1,0.92,1,1] recall 0.956284 [1,0.9,1,0.88,0.961538,0.9] recall 0.939891 [0.964286,0.870968,1,0.833333,1,0.9] recall 0.961749 [1,0.935484,1,0.791667,1,1] relative_absolute_error 0.061868 relative_absolute_error 0.041027 relative_absolute_error 0.067589 relative_absolute_error 0.034061 relative_absolute_error 0.059685 relative_absolute_error 0.027279 relative_absolute_error 0.053106 relative_absolute_error 0.05424 relative_absolute_error 0.07291 relative_absolute_error 0.049295 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 0.127904 root_mean_squared_error 0.104542 root_mean_squared_error 0.132089 root_mean_squared_error 0.095083 root_mean_squared_error 0.124431 root_mean_squared_error 0.082876 root_mean_squared_error 0.117508 root_mean_squared_error 0.116713 root_mean_squared_error 0.137524 root_mean_squared_error 0.112467 root_relative_squared_error 0.350506 root_relative_squared_error 0.286547 root_relative_squared_error 0.362054 root_relative_squared_error 0.260564 root_relative_squared_error 0.340989 root_relative_squared_error 0.227163 root_relative_squared_error 0.322015 root_relative_squared_error 0.319837 root_relative_squared_error 0.376951 root_relative_squared_error 0.308271 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