459689 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 1165 weka.A1DE(4) 1918 weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE -- -F 1 -M 1.0 F 1 1165 M 1.0 1165 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 1614796 description https://api.openml.org/data/download/1614796/weka_generated_run7679177299487128356.xml -1 1614799 model_readable https://api.openml.org/data/download/1614799/WekaModel_weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE5310212694685139783.model -1 1614798 model_serialized https://api.openml.org/data/download/1614798/WekaSerialized_weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE5431302473295442864.model -1 1614797 predictions https://api.openml.org/data/download/1614797/weka_generated_predictions2373690786128746033.arff area_under_roc_curve 0.35957 [0.380409,0.090909,0.326389] average_cost 0 f_measure 0.563162 [0.791946,0,0] kappa -0.098425 kb_relative_information_score -5.782567 mean_absolute_error 0.2937 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 0.493595 [0.694118,0,0] predictive_accuracy 0.655556 prior_entropy 1.030501 recall 0.655556 [0.921875,0,0] relative_absolute_error 1.023141 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.413101 root_relative_squared_error 1.100177 scimark_benchmark 941.384657 [555.667624694253, 1012.5880246437401, 472.38971539770705, 910.2222614052871, 1756.0556588021248] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.412698 [0.428571,0.0,0.357143] area_under_roc_curve 0.285714 [0.285714,0.0,0.285714] area_under_roc_curve 0.142857 [0.142857,0.0,0.142857] area_under_roc_curve 0.428571 [0.428571,0.0,0.428571] area_under_roc_curve 0.425926 [0.5,0.0,0.277778] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.055556 [0.055556,0.0,0.055556] area_under_roc_curve 0.462963 [0.5,0.0,0.388889] area_under_roc_curve 0.154762 [0.166667,0.25,0.071429] area_under_roc_curve 0.346561 [0.388889,0.5,0.142857] 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 0.622222 [0.8,0,0] 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 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] kappa -0.173913 kappa 0 kappa -0.173913 kappa 0 kappa -0.2 kappa 0 kappa 0 kappa -0.363636 kappa 0 kappa 0 kb_relative_information_score -1.520204 kb_relative_information_score 0.399824 kb_relative_information_score -0.617042 kb_relative_information_score -0.248066 kb_relative_information_score -0.760182 kb_relative_information_score -0.457793 kb_relative_information_score -0.70128 kb_relative_information_score -0.791064 kb_relative_information_score -0.708001 kb_relative_information_score -0.378758 mean_absolute_error 0.299128 mean_absolute_error 0.246023 mean_absolute_error 0.267569 mean_absolute_error 0.252429 mean_absolute_error 0.307021 mean_absolute_error 0.298239 mean_absolute_error 0.313968 mean_absolute_error 0.308841 mean_absolute_error 0.325641 mean_absolute_error 0.318137 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 0.583333 [0.75,0,0] 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 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.380952 [0.571429,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.666667 predictive_accuracy 0.777778 predictive_accuracy 0.666667 predictive_accuracy 0.777778 predictive_accuracy 0.555556 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.444444 predictive_accuracy 0.666667 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 0.666667 [0.857143,0,0] 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 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.444444 [0.666667,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.131191 relative_absolute_error 0.930367 relative_absolute_error 1.011847 relative_absolute_error 0.954592 relative_absolute_error 1.036197 relative_absolute_error 1.006555 relative_absolute_error 1.059643 relative_absolute_error 1.042337 relative_absolute_error 1.037671 relative_absolute_error 1.01376 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 0.400515 root_mean_squared_error 0.357338 root_mean_squared_error 0.398675 root_mean_squared_error 0.370467 root_mean_squared_error 0.438787 root_mean_squared_error 0.405172 root_mean_squared_error 0.436183 root_mean_squared_error 0.416676 root_mean_squared_error 0.454927 root_mean_squared_error 0.441255 root_relative_squared_error 1.164122 root_relative_squared_error 1.038627 root_relative_squared_error 1.158775 root_relative_squared_error 1.076786 root_relative_squared_error 1.132077 root_relative_squared_error 1.045351 root_relative_squared_error 1.125359 root_relative_squared_error 1.075031 root_relative_squared_error 1.110728 root_relative_squared_error 1.077348 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 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 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_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0