411868 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 1187 weka.Decorate(2) 2038 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 1187 R 1.0 1187 S 1 1187 I 50 1187 study_1 weka weka_3.7.12 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 1434981 description https://api.openml.org/data/download/1434981/weka_generated_run6348912778980216870.xml -1 1434984 model_readable https://api.openml.org/data/download/1434984/WekaModel_weka.classifiers.meta.Decorate7428141585849616246.model -1 1434983 model_serialized https://api.openml.org/data/download/1434983/WekaSerialized_weka.classifiers.meta.Decorate3492929347370166203.model -1 1434982 predictions https://api.openml.org/data/download/1434982/weka_generated_predictions5793139632271656429.arff area_under_roc_curve 0.465929 [0.517428,0.75,0.304924] average_cost 0 f_measure 0.58541 [0.777778,0,0.121212] kappa -0.042723 kb_relative_information_score -41.490604 mean_absolute_error 0.390023 mean_prior_absolute_error 0.287057 number_of_instances 90 [64,2,24] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.557037 [0.7,0,0.222222] predictive_accuracy 0.644444 prior_entropy 1.030501 recall 0.644444 [0.875,0,0.083333] relative_absolute_error 1.358695 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.428315 root_relative_squared_error 1.140695 scimark_benchmark 943.4741 [554.960410480052, 1013.3867476860681, 483.88543266528814, 907.3866581455474, 1757.7512505720342] total_cost 0 usercpu_time_millis 80 usercpu_time_millis_testing 0 usercpu_time_millis_training 80 area_under_roc_curve 0.5 [0.642857,0.0,0] area_under_roc_curve 0.547619 [0.571429,0.0,0.464286] area_under_roc_curve 0.746032 [0.857143,0.0,0.357143] area_under_roc_curve 0.253968 [0.285714,0.0,0.142857] area_under_roc_curve 0.407407 [0.444444,0.0,0.333333] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.444444 [0.444444,0.0,0.444444] area_under_roc_curve 0.425926 [0.5,0.0,0.277778] area_under_roc_curve 0.372354 [0.388889,0.875,0.071429] area_under_roc_curve 0.429894 [0.388889,0.75,0.392857] 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 0.555556 [0.714286,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.622222 [0.8,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.47619 [0.714286,0,0] f_measure 0.738095 [0.857143,0,0.5] f_measure 0.577778 [0.666667,0,0.4] f_measure 0.47619 [0.714286,0,0] f_measure 0.47619 [0.714286,0,0] f_measure 0.533333 [0.8,0,0] kappa -0.285714 kappa 0 kappa -0.173913 kappa 0 kappa -0.2 kappa 0.4 kappa 0.076923 kappa -0.2 kappa -0.16129 kappa 0 kb_relative_information_score -5.660353 kb_relative_information_score -4.394123 kb_relative_information_score -4.704197 kb_relative_information_score -5.420625 kb_relative_information_score -4.685485 kb_relative_information_score -3.808448 kb_relative_information_score -4.458383 kb_relative_information_score -4.234359 kb_relative_information_score -2.310691 kb_relative_information_score -1.813941 mean_absolute_error 0.392434 mean_absolute_error 0.356897 mean_absolute_error 0.367697 mean_absolute_error 0.384829 mean_absolute_error 0.403288 mean_absolute_error 0.381872 mean_absolute_error 0.400737 mean_absolute_error 0.395118 mean_absolute_error 0.414349 mean_absolute_error 0.403006 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.313819 mean_prior_absolute_error 0.313819 number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,1,2] number_of_instances 9 [6,1,2] precision 0.555556 [0.714286,0,0] precision 0.604938 [0.777778,0,0] precision 0.583333 [0.75,0,0] precision 0.604938 [0.777778,0,0] precision 0.416667 [0.625,0,0] precision 0.833333 [0.75,0,1] precision 0.611111 [0.666667,0,0.5] precision 0.416667 [0.625,0,0] precision 0.416667 [0.625,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.555556 predictive_accuracy 0.777778 predictive_accuracy 0.666667 predictive_accuracy 0.777778 predictive_accuracy 0.555556 predictive_accuracy 0.777778 predictive_accuracy 0.555556 predictive_accuracy 0.555556 predictive_accuracy 0.555556 predictive_accuracy 0.666667 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 recall 0.555556 [0.714286,0,0] recall 0.777778 [1,0,0] recall 0.666667 [0.857143,0,0] recall 0.777778 [1,0,0] recall 0.555556 [0.833333,0,0] recall 0.777778 [1,0,0.333333] recall 0.555556 [0.666667,0,0.333333] recall 0.555556 [0.833333,0,0] recall 0.555556 [0.833333,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.484039 relative_absolute_error 1.349651 relative_absolute_error 1.390493 relative_absolute_error 1.45528 relative_absolute_error 1.361097 relative_absolute_error 1.288817 relative_absolute_error 1.352486 relative_absolute_error 1.333524 relative_absolute_error 1.320344 relative_absolute_error 1.284198 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.409576 root_mean_prior_squared_error 0.409576 root_mean_squared_error 0.429801 root_mean_squared_error 0.391815 root_mean_squared_error 0.405375 root_mean_squared_error 0.422631 root_mean_squared_error 0.445729 root_mean_squared_error 0.422002 root_mean_squared_error 0.437376 root_mean_squared_error 0.434842 root_mean_squared_error 0.452347 root_mean_squared_error 0.437703 root_relative_squared_error 1.249246 root_relative_squared_error 1.138835 root_relative_squared_error 1.178248 root_relative_squared_error 1.228405 root_relative_squared_error 1.149988 root_relative_squared_error 1.088772 root_relative_squared_error 1.128437 root_relative_squared_error 1.121899 root_relative_squared_error 1.104429 root_relative_squared_error 1.068675 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 120 usercpu_time_millis 40 usercpu_time_millis 80 usercpu_time_millis 50 usercpu_time_millis 70 usercpu_time_millis 50 usercpu_time_millis 70 usercpu_time_millis 70 usercpu_time_millis 50 usercpu_time_millis 70 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 120 usercpu_time_millis_training 40 usercpu_time_millis_training 80 usercpu_time_millis_training 50 usercpu_time_millis_training 70 usercpu_time_millis_training 50 usercpu_time_millis_training 70 usercpu_time_millis_training 70 usercpu_time_millis_training 50 usercpu_time_millis_training 70