441166 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 1080 weka.NBTree(3) 1850 weka.classifiers.trees.NBTree weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 1544340 description https://api.openml.org/data/download/1544340/weka_generated_run8400039600549418855.xml -1 1544342 model_readable https://api.openml.org/data/download/1544342/WekaModel_weka.classifiers.trees.NBTree1545669097475377955.model -1 1544341 model_serialized https://api.openml.org/data/download/1544341/WekaSerialized_weka.classifiers.trees.NBTree1130263924594961102.model -1 1544343 predictions https://api.openml.org/data/download/1544343/weka_generated_predictions7606576691863726954.arff area_under_roc_curve 0.987192 [0.997328,0.968517,0.999764,0.960448,0.999802,0.974864] average_cost 0 f_measure 0.938759 [0.964833,0.875197,0.983099,0.871369,0.988506,0.862745] kappa 0.922806 kb_relative_information_score 1690.379756 mean_absolute_error 0.022127 mean_prior_absolute_error 0.266447 number_of_instances 1830 [560,305,360,245,260,100] os_information [Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64] precision 0.939892 [0.974499,0.844512,0.997143,0.886076,0.984733,0.846154] predictive_accuracy 0.938251 prior_entropy 2.437791 recall 0.938251 [0.955357,0.908197,0.969444,0.857143,0.992308,0.88] relative_absolute_error 0.083043 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.134561 root_relative_squared_error 0.368788 scimark_benchmark 1051.249013 [708.1772627393548, 995.3280053932883, 503.63125673996535, 1161.985793989865, 1887.1227479440583] total_cost 0 usercpu_time_millis 2750 usercpu_time_millis_testing 50 usercpu_time_millis_training 2700 area_under_roc_curve 0.993526 [0.995641,0.987908,1,0.978734,1,0.995376] area_under_roc_curve 0.992434 [0.999859,0.960739,1,0.99489,0.99902,0.998844] area_under_roc_curve 0.97957 [0.999016,0.90885,1,0.997117,0.991671,0.942775] area_under_roc_curve 0.984697 [0.999156,0.978105,0.999433,0.916962,1,1] area_under_roc_curve 0.992862 [0.990157,0.998039,0.999055,0.975823,1,0.99422] area_under_roc_curve 0.992335 [0.999719,0.986842,0.999622,0.959775,1,1] area_under_roc_curve 0.990454 [0.997469,0.965904,1,0.976709,1,1] area_under_roc_curve 0.98665 [0.997891,0.985294,1,0.926962,1,0.99422] area_under_roc_curve 0.982319 [0.997891,0.945671,1,0.964361,1,0.942197] area_under_roc_curve 0.97741 [0.999859,0.966256,1,0.918632,1,0.887283] 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 0.924131 [0.927273,0.861538,0.985915,0.857143,1,0.842105] f_measure 0.961679 [0.99115,0.90625,0.985915,0.913043,0.981132,0.947368] f_measure 0.915107 [0.954955,0.813559,0.985915,0.901961,0.96,0.666667] f_measure 0.956252 [0.973451,0.933333,0.971429,0.88,0.981132,1] f_measure 0.96143 [0.982143,0.935484,0.957746,0.96,0.981132,0.888889] f_measure 0.928592 [0.982143,0.861538,0.985915,0.780488,1,0.8] f_measure 0.929378 [0.964286,0.825397,0.971429,0.833333,0.981132,1] f_measure 0.95144 [0.962963,0.920635,1,0.862745,1,0.9] f_measure 0.908906 [0.925926,0.80597,0.985915,0.833333,1,0.8] f_measure 0.951172 [0.981818,0.892308,1,0.875,1,0.842105] kappa 0.904364 kappa 0.952012 kappa 0.891027 kappa 0.945263 kappa 0.952069 kappa 0.911248 kappa 0.911105 kappa 0.938693 kappa 0.88413 kappa 0.938483 kb_relative_information_score 166.654894 kb_relative_information_score 173.4154 kb_relative_information_score 164.088666 kb_relative_information_score 173.283342 kb_relative_information_score 173.657532 kb_relative_information_score 166.581831 kb_relative_information_score 168.094891 kb_relative_information_score 171.754933 kb_relative_information_score 162.578354 kb_relative_information_score 170.269914 mean_absolute_error 0.026076 mean_absolute_error 0.013165 mean_absolute_error 0.031362 mean_absolute_error 0.015372 mean_absolute_error 0.012759 mean_absolute_error 0.026255 mean_absolute_error 0.025354 mean_absolute_error 0.017692 mean_absolute_error 0.034638 mean_absolute_error 0.018593 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 0.927064 [0.944444,0.8,1,0.875,1,0.888889] precision 0.962875 [0.982456,0.878788,1,0.954545,0.962963,1] precision 0.921824 [0.963636,0.857143,1,0.851852,1,0.571429] precision 0.956678 [0.964912,0.933333,1,0.88,0.962963,1] precision 0.962819 [0.982143,0.90625,0.971429,0.96,0.962963,1] precision 0.938712 [0.982143,0.823529,1,0.941176,1,0.666667] precision 0.931216 [0.964286,0.787879,1,0.869565,0.962963,1] precision 0.953647 [1,0.878788,1,0.846154,1,0.9] precision 0.913094 [0.961538,0.75,1,0.833333,1,0.8] precision 0.952623 [1,0.852941,1,0.875,1,0.888889] predictive_accuracy 0.923497 predictive_accuracy 0.961749 predictive_accuracy 0.912568 predictive_accuracy 0.956284 predictive_accuracy 0.961749 predictive_accuracy 0.928962 predictive_accuracy 0.928962 predictive_accuracy 0.95082 predictive_accuracy 0.907104 predictive_accuracy 0.95082 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 0.923497 [0.910714,0.933333,0.972222,0.84,1,0.8] recall 0.961749 [1,0.935484,0.972222,0.875,1,0.9] recall 0.912568 [0.946429,0.774194,0.972222,0.958333,0.923077,0.8] recall 0.956284 [0.982143,0.933333,0.944444,0.88,1,1] recall 0.961749 [0.982143,0.966667,0.944444,0.96,1,0.8] recall 0.928962 [0.982143,0.903226,0.972222,0.666667,1,1] recall 0.928962 [0.964286,0.866667,0.944444,0.8,1,1] recall 0.95082 [0.928571,0.966667,1,0.88,1,0.9] recall 0.907104 [0.892857,0.870968,0.972222,0.833333,1,0.8] recall 0.95082 [0.964286,0.935484,1,0.875,1,0.8] relative_absolute_error 0.097854 relative_absolute_error 0.049415 relative_absolute_error 0.117718 relative_absolute_error 0.057685 relative_absolute_error 0.047881 relative_absolute_error 0.098549 relative_absolute_error 0.095147 relative_absolute_error 0.066393 relative_absolute_error 0.130013 relative_absolute_error 0.069788 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 0.144951 root_mean_squared_error 0.111738 root_mean_squared_error 0.154814 root_mean_squared_error 0.117267 root_mean_squared_error 0.108579 root_mean_squared_error 0.146468 root_mean_squared_error 0.138512 root_mean_squared_error 0.129326 root_mean_squared_error 0.156962 root_mean_squared_error 0.126731 root_relative_squared_error 0.397219 root_relative_squared_error 0.306271 root_relative_squared_error 0.424343 root_relative_squared_error 0.321355 root_relative_squared_error 0.297548 root_relative_squared_error 0.401467 root_relative_squared_error 0.379575 root_relative_squared_error 0.354402 root_relative_squared_error 0.43023 root_relative_squared_error 0.347366 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 3040 usercpu_time_millis 2280 usercpu_time_millis 1300 usercpu_time_millis 3100 usercpu_time_millis 2290 usercpu_time_millis 2670 usercpu_time_millis 2630 usercpu_time_millis 2700 usercpu_time_millis 3150 usercpu_time_millis 1940 usercpu_time_millis_testing 40 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_training 3000 usercpu_time_millis_training 2250 usercpu_time_millis_training 1270 usercpu_time_millis_training 3070 usercpu_time_millis_training 2260 usercpu_time_millis_training 2640 usercpu_time_millis_training 2600 usercpu_time_millis_training 2670 usercpu_time_millis_training 3120 usercpu_time_millis_training 1910