474 1 Jan van Rijn 34 Supervised Classification predictive_accuracy 67 weka.BayesNet_K2(1) 12 weka.classifiers.bayes.BayesNet -- -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5 D true 67 Q weka.classifiers.bayes.net.search.local.K2 67 P 1 68 S BAYES 68 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 1016 description https://api.openml.org/data/download/1016/weka_generated_run3632146734065415048.xml -1 1017 predictions https://api.openml.org/data/download/1017/weka_generated_predictions1165394176013881555.arff area_under_roc_curve 0.399226 [0.408654,0.039773,0.40404] average_cost 0 f_measure 0.625947 [0.826667,0,0.142857] kappa 0.064 kb_relative_information_score -5.347708 mean_absolute_error 0.291926 mean_prior_absolute_error 0.287057 number_of_instances 90 [64,2,24] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.645995 [0.72093,0,0.5] predictive_accuracy 0.711111 prior_entropy 1.030501 recall 0.711111 [0.96875,0,0.083333] relative_absolute_error 1.01696 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.404215 root_relative_squared_error 1.076511 scimark_benchmark 2007.5605059988316 [ 1256.6575112526627, 1623.3825970442385, 926.8380359598402, 1700.577390225178, 4530.346995512238 ] total_cost 0 area_under_roc_curve 0.5 [0.5,0.0,0.5] 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 0.412698 [0.428571,0.0,0.357143] area_under_roc_curve 0.425926 [0.444444,0.0,0.388889] area_under_roc_curve 0.296296 [0.277778,0.0,0.333333] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.648148 [0.666667,0.0,0.611111] area_under_roc_curve 0.117725 [0.111111,0.25,0.071429] area_under_roc_curve 0.246693 [0.277778,0.125,0.214286] 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 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0.001 f_measure 0.874074 [0.933333,0,0.666667] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.622222 [0.8,0,0] 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 0.738095 [0.857143,0,0.5] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] kappa 0.608696 kappa 0 kappa 0 kappa -0.173913 kappa -0.2 kappa 0 kappa 0 kappa 0.4 kappa 0 kappa 0 kb_relative_information_score -0.596351 kb_relative_information_score 0.190378 kb_relative_information_score -1.117061 kb_relative_information_score -0.707686 kb_relative_information_score -1.083663 kb_relative_information_score -1.004662 kb_relative_information_score -0.3943 kb_relative_information_score 0.826592 kb_relative_information_score -0.767835 kb_relative_information_score -0.693119 mean_absolute_error 0.272012 mean_absolute_error 0.251866 mean_absolute_error 0.281443 mean_absolute_error 0.267584 mean_absolute_error 0.314956 mean_absolute_error 0.311103 mean_absolute_error 0.302297 mean_absolute_error 0.269308 mean_absolute_error 0.32569 mean_absolute_error 0.322996 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 0.902778 [0.875,0,1] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.583333 [0.75,0,0] precision 0.416667 [0.625,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.833333 [0.75,0,1] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.888889 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.666667 predictive_accuracy 0.555556 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.777778 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 0.888889 [1,0,0.5] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.666667 [0.857143,0,0] recall 0.555556 [0.833333,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.777778 [1,0,0.333333] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.028648 relative_absolute_error 0.952464 relative_absolute_error 1.064314 relative_absolute_error 1.011902 relative_absolute_error 1.062976 relative_absolute_error 1.049972 relative_absolute_error 1.020252 relative_absolute_error 0.908914 relative_absolute_error 1.037828 relative_absolute_error 1.029242 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 0.359264 root_mean_squared_error 0.363364 root_mean_squared_error 0.397586 root_mean_squared_error 0.384926 root_mean_squared_error 0.44079 root_mean_squared_error 0.409286 root_mean_squared_error 0.40297 root_mean_squared_error 0.374249 root_mean_squared_error 0.458508 root_mean_squared_error 0.438251 root_relative_squared_error 1.044223 root_relative_squared_error 1.056143 root_relative_squared_error 1.155609 root_relative_squared_error 1.118813 root_relative_squared_error 1.137245 root_relative_squared_error 1.055965 root_relative_squared_error 1.039671 root_relative_squared_error 0.965569 root_relative_squared_error 1.119471 root_relative_squared_error 1.070011 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