148922 2 Joaquin Vanschoren 3830 Supervised Classification predictive_accuracy 584 weka.Decorate(1) 947 weka.classifiers.meta.Decorate -- -E 15 -R 1.0 -S 1 -I 50 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 E 15 584 R 1.0 584 S 1 584 I 50 584 weka weka_3.7.12-SNAPSHOT 967 cars https://www.openml.org/data/download/53501/cars.arff -1 484455 description https://api.openml.org/data/download/484455/weka_generated_run3233682954947400374.xml -1 484458 model_readable https://api.openml.org/data/download/484458/WekaModel_weka.classifiers.meta.Decorate7301010443935933180.model -1 484457 model_serialized https://api.openml.org/data/download/484457/WekaSerialized_weka.classifiers.meta.Decorate7055324324219932488.model -1 484456 predictions https://api.openml.org/data/download/484456/weka_generated_predictions3902763476651443478.arff area_under_roc_curve 0.908167 [0.908167,0.908167] average_cost 0 f_measure 0.852086 [0.869379,0.823188] kappa 0.695742 kb_relative_information_score 72.960434 mean_absolute_error 0.40346 mean_prior_absolute_error 0.468596 number_of_instances 406 [254,152] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.871698 [0.953052,0.735751] predictive_accuracy 0.849754 prior_entropy 0.954434 recall 0.849754 [0.799213,0.934211] relative_absolute_error 0.860998 root_mean_prior_squared_error 0.483964 root_mean_squared_error 0.414868 root_relative_squared_error 0.85723 scimark_benchmark 947.949436 [569.2691142839304, 1015.5230404536866, 483.449727694041, 911.4882009958203, 1760.0170946291457] total_cost 0 usercpu_time_millis 320 usercpu_time_millis_testing 0 usercpu_time_millis_training 320 area_under_roc_curve 0.964103 [0.964103,0.964103] area_under_roc_curve 0.9 [0.9,0.9] area_under_roc_curve 0.916667 [0.916667,0.916667] area_under_roc_curve 0.864103 [0.864103,0.864103] area_under_roc_curve 0.79125 [0.79125,0.79125] area_under_roc_curve 0.95375 [0.95375,0.95375] area_under_roc_curve 0.886667 [0.886667,0.886667] area_under_roc_curve 0.976 [0.976,0.976] area_under_roc_curve 0.921333 [0.921333,0.921333] area_under_roc_curve 0.896 [0.896,0.896] 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 0.927292 [0.941176,0.903226] f_measure 0.904113 [0.916667,0.882353] f_measure 0.782844 [0.790698,0.769231] f_measure 0.856169 [0.875,0.823529] f_measure 0.73493 [0.755556,0.702703] f_measure 0.927191 [0.938776,0.909091] f_measure 0.802005 [0.809524,0.789474] f_measure 0.925444 [0.938776,0.903226] f_measure 0.876692 [0.893617,0.848485] f_measure 0.778571 [0.8,0.742857] kappa 0.844501 kappa 0.800971 kappa 0.580205 kappa 0.701456 kappa 0.466272 kappa 0.84796 kappa 0.614458 kappa 0.842105 kappa 0.74359 kappa 0.55 kb_relative_information_score 6.517677 kb_relative_information_score 5.790057 kb_relative_information_score 6.018768 kb_relative_information_score 6.692033 kb_relative_information_score 6.91464 kb_relative_information_score 10.074357 kb_relative_information_score 4.8554 kb_relative_information_score 10.757182 kb_relative_information_score 9.671133 kb_relative_information_score 5.669188 mean_absolute_error 0.413775 mean_absolute_error 0.419104 mean_absolute_error 0.413042 mean_absolute_error 0.406942 mean_absolute_error 0.406111 mean_absolute_error 0.38394 mean_absolute_error 0.42413 mean_absolute_error 0.370657 mean_absolute_error 0.380205 mean_absolute_error 0.416144 mean_prior_absolute_error 0.466463 mean_prior_absolute_error 0.466463 mean_prior_absolute_error 0.466463 mean_prior_absolute_error 0.466463 mean_prior_absolute_error 0.472561 mean_prior_absolute_error 0.472561 mean_prior_absolute_error 0.46875 mean_prior_absolute_error 0.46875 mean_prior_absolute_error 0.46875 mean_prior_absolute_error 0.46875 number_of_instances 41 [26,15] number_of_instances 41 [26,15] number_of_instances 41 [26,15] number_of_instances 41 [26,15] number_of_instances 41 [25,16] number_of_instances 41 [25,16] number_of_instances 40 [25,15] number_of_instances 40 [25,15] number_of_instances 40 [25,15] number_of_instances 40 [25,15] precision 0.928902 [0.96,0.875] precision 0.922978 [1,0.789474] precision 0.862805 [1,0.625] precision 0.874898 [0.954545,0.736842] precision 0.759872 [0.85,0.619048] precision 0.928682 [0.958333,0.882353] precision 0.869565 [1,0.652174] precision 0.927083 [0.958333,0.875] precision 0.888258 [0.954545,0.777778] precision 0.80625 [0.9,0.65] predictive_accuracy 0.926829 predictive_accuracy 0.902439 predictive_accuracy 0.780488 predictive_accuracy 0.853659 predictive_accuracy 0.731707 predictive_accuracy 0.926829 predictive_accuracy 0.8 predictive_accuracy 0.925 predictive_accuracy 0.875 predictive_accuracy 0.775 prior_entropy 0.954434 prior_entropy 0.954434 prior_entropy 0.954434 prior_entropy 0.954434 prior_entropy 0.954434 prior_entropy 0.954434 prior_entropy 0.954434 prior_entropy 0.954434 prior_entropy 0.954434 prior_entropy 0.954434 recall 0.926829 [0.923077,0.933333] recall 0.902439 [0.846154,1] recall 0.780488 [0.653846,1] recall 0.853659 [0.807692,0.933333] recall 0.731707 [0.68,0.8125] recall 0.926829 [0.92,0.9375] recall 0.8 [0.68,1] recall 0.925 [0.92,0.933333] recall 0.875 [0.84,0.933333] recall 0.775 [0.72,0.866667] relative_absolute_error 0.887048 relative_absolute_error 0.898472 relative_absolute_error 0.885475 relative_absolute_error 0.872398 relative_absolute_error 0.859383 relative_absolute_error 0.812467 relative_absolute_error 0.90481 relative_absolute_error 0.790734 relative_absolute_error 0.811105 relative_absolute_error 0.887775 root_mean_prior_squared_error 0.481756 root_mean_prior_squared_error 0.481756 root_mean_prior_squared_error 0.481756 root_mean_prior_squared_error 0.481756 root_mean_prior_squared_error 0.488043 root_mean_prior_squared_error 0.488043 root_mean_prior_squared_error 0.484123 root_mean_prior_squared_error 0.484123 root_mean_prior_squared_error 0.484123 root_mean_prior_squared_error 0.484123 root_mean_squared_error 0.418111 root_mean_squared_error 0.424425 root_mean_squared_error 0.423821 root_mean_squared_error 0.419952 root_mean_squared_error 0.426352 root_mean_squared_error 0.395433 root_mean_squared_error 0.432877 root_mean_squared_error 0.382397 root_mean_squared_error 0.3939 root_mean_squared_error 0.427669 root_relative_squared_error 0.86789 root_relative_squared_error 0.880997 root_relative_squared_error 0.879743 root_relative_squared_error 0.871712 root_relative_squared_error 0.873595 root_relative_squared_error 0.810243 root_relative_squared_error 0.894147 root_relative_squared_error 0.789875 root_relative_squared_error 0.813636 root_relative_squared_error 0.883388 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 310 usercpu_time_millis 310 usercpu_time_millis 280 usercpu_time_millis 290 usercpu_time_millis 280 usercpu_time_millis 300 usercpu_time_millis 290 usercpu_time_millis 100 usercpu_time_millis 200 usercpu_time_millis 280 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 310 usercpu_time_millis_training 310 usercpu_time_millis_training 280 usercpu_time_millis_training 290 usercpu_time_millis_training 280 usercpu_time_millis_training 300 usercpu_time_millis_training 290 usercpu_time_millis_training 100 usercpu_time_millis_training 200 usercpu_time_millis_training 280