103260 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 390 weka.JRip(2) 604 weka.classifiers.rules.JRip -- -F 3 -N 2.0 -O 2 -S 1 F 3 390 N 2.0 390 O 2 390 S 1 390 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 308114 description https://api.openml.org/data/download/308114/weka_generated_run7241776900112789046.xml -1 308117 model_readable https://api.openml.org/data/download/308117/WekaModel_weka.classifiers.rules.JRip8793990377574685590.model -1 308116 model_serialized https://api.openml.org/data/download/308116/WekaSerialized_weka.classifiers.rules.JRip3797122528027554463.model -1 308115 predictions https://api.openml.org/data/download/308115/weka_generated_predictions4393702964791564275.arff area_under_roc_curve 0.510839 [0.521635,0.090909,0.517045] average_cost 0 build_cpu_time 0.0122 build_memory 40144685.6 f_measure 0.591053 [0.831169,0,0] kappa 0 kb_relative_information_score 2.721484 mean_absolute_error 0.277039 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 0.505679 [0.711111,0,0] predictive_accuracy 0.711111 prior_entropy 1.030501 recall 0.711111 [1,0,0] relative_absolute_error 0.965102 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.375713 root_relative_squared_error 1.000604 scimark_benchmark 938.82759 [554.6075200566928, 1012.3220633477529, 481.71457151086304, 898.9849449421491, 1746.5088487702178] total_cost 0 area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] 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 0.049 build_cpu_time 0.019 build_cpu_time 0.012 build_cpu_time 0.006 build_cpu_time 0.005 build_cpu_time 0.005 build_cpu_time 0.008 build_cpu_time 0.007 build_cpu_time 0.006 build_cpu_time 0.005 build_memory 34621232 build_memory 37580656 build_memory 38566432 build_memory 39552648 build_memory 39552648 build_memory 40538336 build_memory 41524040 build_memory 42509728 build_memory 43500568 build_memory 43500568 f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.341655 kb_relative_information_score 0.341655 kb_relative_information_score 0.341655 kb_relative_information_score 0.341655 kb_relative_information_score 0.307295 kb_relative_information_score 0.148778 kb_relative_information_score 0.148778 kb_relative_information_score 0.148778 kb_relative_information_score 0.397535 kb_relative_information_score 0.2037 mean_absolute_error 0.251662 mean_absolute_error 0.251662 mean_absolute_error 0.251662 mean_absolute_error 0.251662 mean_absolute_error 0.2849 mean_absolute_error 0.290809 mean_absolute_error 0.290809 mean_absolute_error 0.290809 mean_absolute_error 0.299145 mean_absolute_error 0.30727 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 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 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 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 0.951692 relative_absolute_error 0.951692 relative_absolute_error 0.951692 relative_absolute_error 0.951692 relative_absolute_error 0.961538 relative_absolute_error 0.981481 relative_absolute_error 0.981481 relative_absolute_error 0.981481 relative_absolute_error 0.953241 relative_absolute_error 0.979132 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 0.341078 root_mean_squared_error 0.341078 root_mean_squared_error 0.341078 root_mean_squared_error 0.341078 root_mean_squared_error 0.392232 root_mean_squared_error 0.388578 root_mean_squared_error 0.388578 root_mean_squared_error 0.388578 root_mean_squared_error 0.412255 root_mean_squared_error 0.411687 root_relative_squared_error 0.991366 root_relative_squared_error 0.991366 root_relative_squared_error 0.991366 root_relative_squared_error 0.991366 root_relative_squared_error 1.011966 root_relative_squared_error 1.002539 root_relative_squared_error 1.002539 root_relative_squared_error 1.002539 root_relative_squared_error 1.006541 root_relative_squared_error 1.005155 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