129357 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 418 weka.AdaBoostM1_OneR(2) 663 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.rules.OneR -- -B 6 I 40 418 P 100 418 S 1 418 W weka.classifiers.rules.OneR 418 B 6 375 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 408559 description https://api.openml.org/data/download/408559/weka_generated_run1448967514911844849.xml -1 408562 model_readable https://api.openml.org/data/download/408562/WekaModel_weka.classifiers.meta.AdaBoostM12738794028652093242.model -1 408561 model_serialized https://api.openml.org/data/download/408561/WekaSerialized_weka.classifiers.meta.AdaBoostM1825981217313155030.model -1 408560 predictions https://api.openml.org/data/download/408560/weka_generated_predictions2783411958769093060.arff area_under_roc_curve 0.618096 [0.748383,0.57541,0.590703,0.527393,0.517063,0.602197] average_cost 0 build_cpu_time 0.001 build_memory 1108464154.4 f_measure 0.364702 [0.641638,0.292282,0.339678,0.171946,0.096154,0.295302] kappa 0.229899 kb_relative_information_score 520.646559 mean_absolute_error 0.196721 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 0.369708 [0.519337,0.292763,0.359133,0.192893,0.288462,0.44898] predictive_accuracy 0.409836 prior_entropy 2.437791 recall 0.409836 [0.839286,0.291803,0.322222,0.155102,0.057692,0.22] relative_absolute_error 0.738312 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.443533 root_relative_squared_error 1.215581 scimark_benchmark 937.911933 [559.7691512301901, 1013.9200573100866, 469.2927822387418, 908.9597582481955, 1737.6179174652511] total_cost 0 area_under_roc_curve 0.654876 [0.830146,0.477451,0.792517,0.5,0.5,0.5] area_under_roc_curve 0.613135 [0.811024,0.620225,0.504535,0.474843,0.5,0.5] area_under_roc_curve 0.528984 [0.483057,0.486842,0.511905,0.579403,0.5,0.932659] area_under_roc_curve 0.625984 [0.625984,0.5,0.944444,0.5,0.5,0.5] area_under_roc_curve 0.625548 [0.834083,0.678105,0.5,0.5,0.458599,0.5] area_under_roc_curve 0.567882 [0.55104,0.495756,0.617063,0.500786,0.528907,0.971098] area_under_roc_curve 0.628514 [0.846457,0.581046,0.466553,0.61557,0.5,0.5] area_under_roc_curve 0.66326 [0.836684,0.5,0.605442,0.598608,0.683121,0.5] area_under_roc_curve 0.611122 [0.830709,0.599109,0.464569,0.500786,0.5,0.5] area_under_roc_curve 0.661406 [0.834646,0.810166,0.5,0.5,0.5,0.618208] 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 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_memory 1083733112 build_memory 1111212048 build_memory 1111212048 build_memory 1111212048 build_memory 1111212048 build_memory 1111212048 build_memory 1111212048 build_memory 1111212048 build_memory 1111212048 build_memory 1111212048 f_measure 0.34185 [0.744186,0.046512,0.541353,0,0,0] f_measure 0.30405 [0.7,0.361446,0.145455,0,0,0] f_measure 0.219538 [0.352113,0,0.190476,0.266667,0,0.72] f_measure 0.350721 [0.541063,0,0.941176,0,0,0] f_measure 0.293545 [0.75,0.390625,0,0,0,0] f_measure 0.288864 [0.40625,0.12,0.386364,0.102564,0.129032,0.666667] f_measure 0.333157 [0.741722,0.296296,0.071429,0.318841,0,0] f_measure 0.4101 [0.774775,0,0.363636,0.292135,0.433333,0] f_measure 0.324621 [0.722581,0.333333,0.170732,0.102564,0,0] f_measure 0.329218 [0.727273,0.54902,0,0,0,0.25] kappa 0.29723 kappa 0.214998 kappa 0.071137 kappa 0.272015 kappa 0.231063 kappa 0.14434 kappa 0.243123 kappa 0.304675 kappa 0.208955 kappa 0.315355 kb_relative_information_score 59.913038 kb_relative_information_score 48.625804 kb_relative_information_score 33.136079 kb_relative_information_score 61.728075 kb_relative_information_score 48.603715 kb_relative_information_score 43.622217 kb_relative_information_score 52.288473 kb_relative_information_score 60.640104 kb_relative_information_score 47.441363 kb_relative_information_score 64.647691 mean_absolute_error 0.178506 mean_absolute_error 0.196721 mean_absolute_error 0.242259 mean_absolute_error 0.173042 mean_absolute_error 0.200364 mean_absolute_error 0.224044 mean_absolute_error 0.193078 mean_absolute_error 0.185792 mean_absolute_error 0.198543 mean_absolute_error 0.174863 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 0.286833 [0.657534,0.076923,0.371134,0,0,0] precision 0.255055 [0.538462,0.288462,0.210526,0,0,0] precision 0.191175 [0.290698,0,0.222222,0.196078,0,0.6] precision 0.310209 [0.370861,0,1,0,0,0] precision 0.245827 [0.666667,0.255102,0,0,0,0] precision 0.303203 [0.361111,0.157895,0.326923,0.133333,0.4,0.5] precision 0.288855 [0.589474,0.333333,0.1,0.25,0,0] precision 0.400006 [0.781818,0,0.4,0.203125,0.382353,0] precision 0.286806 [0.565657,0.391304,0.152174,0.133333,0,0] precision 0.253378 [0.571429,0.394366,0,0,0,0.214286] predictive_accuracy 0.464481 predictive_accuracy 0.409836 predictive_accuracy 0.273224 predictive_accuracy 0.480874 predictive_accuracy 0.398907 predictive_accuracy 0.327869 predictive_accuracy 0.420765 predictive_accuracy 0.442623 predictive_accuracy 0.404372 predictive_accuracy 0.47541 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 0.464481 [0.857143,0.033333,1,0,0,0] recall 0.409836 [1,0.483871,0.111111,0,0,0] recall 0.273224 [0.446429,0,0.166667,0.416667,0,0.9] recall 0.480874 [1,0,0.888889,0,0,0] recall 0.398907 [0.857143,0.833333,0,0,0,0] recall 0.327869 [0.464286,0.096774,0.472222,0.083333,0.076923,1] recall 0.420765 [1,0.266667,0.055556,0.44,0,0] recall 0.442623 [0.767857,0,0.333333,0.52,0.5,0] recall 0.404372 [1,0.290323,0.194444,0.083333,0,0] recall 0.47541 [1,0.903226,0,0,0,0.3] relative_absolute_error 0.669876 relative_absolute_error 0.738394 relative_absolute_error 0.909318 relative_absolute_error 0.64937 relative_absolute_error 0.751902 relative_absolute_error 0.840948 relative_absolute_error 0.72456 relative_absolute_error 0.697218 relative_absolute_error 0.745231 relative_absolute_error 0.65635 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 0.4225 root_mean_squared_error 0.443533 root_mean_squared_error 0.492198 root_mean_squared_error 0.415983 root_mean_squared_error 0.447621 root_mean_squared_error 0.473333 root_mean_squared_error 0.439407 root_mean_squared_error 0.431036 root_mean_squared_error 0.445581 root_mean_squared_error 0.418167 root_relative_squared_error 1.15781 root_relative_squared_error 1.215715 root_relative_squared_error 1.349105 root_relative_squared_error 1.139951 root_relative_squared_error 1.22665 root_relative_squared_error 1.297396 root_relative_squared_error 1.204141 root_relative_squared_error 1.181202 root_relative_squared_error 1.221331 root_relative_squared_error 1.146188 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