335691 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 1172 weka.LibSVM(2) 1924 weka.classifiers.functions.LibSVM -- -S 0 -K 2 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model /Users/joa/Downloads/weka-3-7-12 -seed 1 S 0 1172 K 2 1172 D 3 1172 G 0.0 1172 R 0.0 1172 C 1.0 1172 N 0.5 1172 P 0.1 1172 M 40.0 1172 E 0.001 1172 model /Users/joa/Downloads/weka-3-7-12 1172 seed 1 1172 weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 1150515 description https://api.openml.org/data/download/1150515/weka_generated_run8781502558201301010.xml -1 1150518 model_readable https://api.openml.org/data/download/1150518/WekaModel_weka.classifiers.functions.LibSVM4913765992493484639.model -1 1150517 model_serialized https://api.openml.org/data/download/1150517/WekaSerialized_weka.classifiers.functions.LibSVM7777731436907719295.model -1 1150516 predictions https://api.openml.org/data/download/1150516/weka_generated_predictions1588322134346121311.arff area_under_roc_curve 0.834202 [0.919411,0.773443,0.972222,0.598513,0.710926,0.943439] average_cost 0 f_measure 0.717536 [0.860821,0.568758,0.971429,0.319088,0.580311,0.787879] kappa 0.664783 kb_relative_information_score 1233.449232 mean_absolute_error 0.087978 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 0.751356 [0.783309,0.47973,1,0.528302,0.888889,0.694656] predictive_accuracy 0.736066 prior_entropy 2.437791 recall 0.736066 [0.955357,0.698361,0.944444,0.228571,0.430769,0.91] relative_absolute_error 0.33019 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.296611 root_relative_squared_error 0.812916 scimark_benchmark 1320.11708 [819.2769761350231, 968.8059547677672, 521.7404774616803, 1090.4493394951912, 3200.3126539262794] total_cost 0 usercpu_time_millis 190 usercpu_time_millis_testing 90 usercpu_time_millis_training 100 area_under_roc_curve 0.8249 [0.928079,0.714706,0.986111,0.56519,0.711538,0.941329] area_under_roc_curve 0.830817 [0.913105,0.74098,0.972222,0.646619,0.673199,0.991329] area_under_roc_curve 0.863617 [0.930962,0.72517,1,0.763365,0.759677,0.935549] area_under_roc_curve 0.834619 [0.903403,0.811438,0.958333,0.6,0.727585,0.938439] area_under_roc_curve 0.812121 [0.894474,0.79183,0.972222,0.5,0.669892,0.985549] area_under_roc_curve 0.81799 [0.881609,0.737373,0.958333,0.573899,0.743631,0.985549] area_under_roc_curve 0.852752 [0.922033,0.854902,0.986111,0.54,0.804508,0.885549] area_under_roc_curve 0.803777 [0.928079,0.789216,0.916667,0.5,0.634615,0.94422] area_under_roc_curve 0.850809 [0.949592,0.82396,0.986111,0.650943,0.634615,0.935549] area_under_roc_curve 0.851289 [0.942773,0.750212,0.986111,0.659198,0.75,0.891329] 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 0.703474 [0.866142,0.5,0.985915,0.243902,0.594595,0.818182] f_measure 0.715897 [0.859504,0.5625,0.971429,0.391304,0.47619,0.869565] f_measure 0.772144 [0.878049,0.561404,1,0.595745,0.651163,0.75] f_measure 0.718674 [0.830769,0.613333,0.956522,0.333333,0.615385,0.782609] f_measure 0.650404 [0.821705,0.567901,0.971429,0,0.5,0.8] f_measure 0.693197 [0.806202,0.535211,0.956522,0.258065,0.634146,0.8] f_measure 0.73037 [0.868852,0.65,0.985915,0.148148,0.744186,0.695652] f_measure 0.638199 [0.866142,0.531915,0.909091,0,0.424242,0.857143] f_measure 0.736411 [0.921739,0.604651,0.985915,0.432432,0.424242,0.75] f_measure 0.75474 [0.9,0.547945,0.985915,0.428571,0.666667,0.761905] kappa 0.645228 kappa 0.655081 kappa 0.723784 kappa 0.671893 kappa 0.623356 kappa 0.637693 kappa 0.702056 kappa 0.602189 kappa 0.690251 kappa 0.695726 kb_relative_information_score 119.618478 kb_relative_information_score 122.496735 kb_relative_information_score 133.791648 kb_relative_information_score 124.766849 kb_relative_information_score 116.577943 kb_relative_information_score 119.938983 kb_relative_information_score 128.960102 kb_relative_information_score 112.157566 kb_relative_information_score 127.114287 kb_relative_information_score 128.02664 mean_absolute_error 0.092896 mean_absolute_error 0.091075 mean_absolute_error 0.07286 mean_absolute_error 0.08561 mean_absolute_error 0.098361 mean_absolute_error 0.094718 mean_absolute_error 0.078324 mean_absolute_error 0.103825 mean_absolute_error 0.081967 mean_absolute_error 0.080146 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 0.732862 [0.774648,0.447368,1,0.3125,1,0.75] precision 0.718413 [0.8,0.545455,1,0.409091,0.625,0.769231] precision 0.779564 [0.80597,0.615385,1,0.608696,0.823529,0.642857] precision 0.809406 [0.72973,0.511111,1,1,0.923077,0.692308] precision 0.657124 [0.726027,0.45098,1,0,0.9,0.666667] precision 0.72967 [0.712329,0.475,1,0.571429,0.866667,0.666667] precision 0.831662 [0.80303,0.52,1,1,0.941176,0.615385] precision 0.684595 [0.774648,0.390625,1,0,1,0.818182] precision 0.809603 [0.898305,0.472727,1,0.615385,1,0.642857] precision 0.782976 [0.84375,0.47619,1,0.5,1,0.727273] predictive_accuracy 0.721311 predictive_accuracy 0.726776 predictive_accuracy 0.781421 predictive_accuracy 0.743169 predictive_accuracy 0.704918 predictive_accuracy 0.715847 predictive_accuracy 0.765027 predictive_accuracy 0.688525 predictive_accuracy 0.754098 predictive_accuracy 0.759563 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 0.721311 [0.982143,0.566667,0.972222,0.2,0.423077,0.9] recall 0.726776 [0.928571,0.580645,0.944444,0.375,0.384615,1] recall 0.781421 [0.964286,0.516129,1,0.583333,0.538462,0.9] recall 0.743169 [0.964286,0.766667,0.916667,0.2,0.461538,0.9] recall 0.704918 [0.946429,0.766667,0.944444,0,0.346154,1] recall 0.715847 [0.928571,0.612903,0.916667,0.166667,0.5,1] recall 0.765027 [0.946429,0.866667,0.972222,0.08,0.615385,0.8] recall 0.688525 [0.982143,0.833333,0.833333,0,0.269231,0.9] recall 0.754098 [0.946429,0.83871,0.972222,0.333333,0.269231,0.9] recall 0.759563 [0.964286,0.645161,0.972222,0.375,0.5,0.8] relative_absolute_error 0.348609 relative_absolute_error 0.341849 relative_absolute_error 0.273479 relative_absolute_error 0.321267 relative_absolute_error 0.369115 relative_absolute_error 0.355523 relative_absolute_error 0.293925 relative_absolute_error 0.389622 relative_absolute_error 0.307664 relative_absolute_error 0.300827 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 0.304789 root_mean_squared_error 0.301786 root_mean_squared_error 0.269925 root_mean_squared_error 0.292592 root_mean_squared_error 0.313625 root_mean_squared_error 0.307762 root_mean_squared_error 0.279865 root_mean_squared_error 0.322219 root_mean_squared_error 0.286299 root_mean_squared_error 0.2831 root_relative_squared_error 0.835236 root_relative_squared_error 0.82719 root_relative_squared_error 0.739861 root_relative_squared_error 0.801813 root_relative_squared_error 0.859451 root_relative_squared_error 0.843571 root_relative_squared_error 0.766935 root_relative_squared_error 0.883002 root_relative_squared_error 0.784741 root_relative_squared_error 0.775973 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 60 usercpu_time_millis 70 usercpu_time_millis 70 usercpu_time_millis 70 usercpu_time_millis 70 usercpu_time_millis 70 usercpu_time_millis 60 usercpu_time_millis 60 usercpu_time_millis 60 usercpu_time_millis 80 usercpu_time_millis_testing 20 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 20 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_testing 30 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 50