72200 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 531 weka.Bagging_OneR(2) 806 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -W weka.classifiers.rules.OneR -- -B 6 I 20 531 P 100 531 S 1 531 W weka.classifiers.rules.OneR 531 num-slots 1 531 B 6 375 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 207309 description https://api.openml.org/data/download/207309/weka_generated_run3332507296584088004.xml -1 207312 model_readable https://api.openml.org/data/download/207312/WekaModel_weka.classifiers.meta.Bagging7257386325127796249.model -1 207311 model_serialized https://api.openml.org/data/download/207311/WekaSerialized_weka.classifiers.meta.Bagging278832532573847295.model -1 207310 predictions https://api.openml.org/data/download/207310/weka_generated_predictions4638297756504219046.arff area_under_roc_curve 0.5027 [0.504507,0.488636,0.499053] average_cost 0 build_cpu_time 0.0019 build_memory 580991448 f_measure 0.585621 [0.823529,0,0] kappa -0.021008 kb_relative_information_score 16.123647 mean_absolute_error 0.21037 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 0.503371 [0.707865,0,0] predictive_accuracy 0.7 prior_entropy 1.030501 recall 0.7 [0.984375,0,0] relative_absolute_error 0.732852 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.437861 root_relative_squared_error 1.166117 scimark_benchmark 942.428117 [558.6933541709972, 1013.3868112175512, 481.0671011934597, 905.1933242603652, 1753.799996626104] total_cost 0 area_under_roc_curve 0.428571 [0.428571,0.0,0.428571] area_under_roc_curve 0.444444 [0.428571,0.0,0.5] area_under_roc_curve 0.428571 [0.428571,0.0,0.428571] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.305556 [0.305556,0.0,0.305556] area_under_roc_curve 0.555556 [0.555556,0.0,0.555556] area_under_roc_curve 0.666667 [0.666667,0.0,0.666667] area_under_roc_curve 0.648148 [0.638889,0.0,0.666667] area_under_roc_curve 0.550265 [0.527778,0.5,0.642857] 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 build_cpu_time 0.001 build_cpu_time 0.002 build_cpu_time 0.003 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.001 build_memory 575486840 build_memory 578376472 build_memory 578376472 build_memory 578376472 build_memory 581282472 build_memory 581282472 build_memory 581282472 build_memory 584180280 build_memory 584180280 build_memory 587090248 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 0.47619 [0.714286,0,0] 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 -0.2 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 1.734573 kb_relative_information_score 2.321412 kb_relative_information_score 1.734573 kb_relative_information_score 2.633812 kb_relative_information_score -0.132329 kb_relative_information_score 1.697874 kb_relative_information_score 1.841494 kb_relative_information_score 0.629855 kb_relative_information_score 2.014601 kb_relative_information_score 1.647782 mean_absolute_error 0.177778 mean_absolute_error 0.162963 mean_absolute_error 0.177778 mean_absolute_error 0.148148 mean_absolute_error 0.281481 mean_absolute_error 0.222222 mean_absolute_error 0.214815 mean_absolute_error 0.248148 mean_absolute_error 0.225926 mean_absolute_error 0.244444 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 0.416667 [0.625,0,0] 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 0.555556 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 0.555556 [0.833333,0,0] 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 0.672289 relative_absolute_error 0.616265 relative_absolute_error 0.672289 relative_absolute_error 0.560241 relative_absolute_error 0.95 relative_absolute_error 0.75 relative_absolute_error 0.725 relative_absolute_error 0.8375 relative_absolute_error 0.719924 relative_absolute_error 0.778934 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 0.4 root_mean_squared_error 0.38873 root_mean_squared_error 0.4 root_mean_squared_error 0.3849 root_mean_squared_error 0.501848 root_mean_squared_error 0.456638 root_mean_squared_error 0.456233 root_mean_squared_error 0.450514 root_mean_squared_error 0.457246 root_mean_squared_error 0.46627 root_relative_squared_error 1.162626 root_relative_squared_error 1.12987 root_relative_squared_error 1.162626 root_relative_squared_error 1.118738 root_relative_squared_error 1.294778 root_relative_squared_error 1.178135 root_relative_squared_error 1.177088 root_relative_squared_error 1.162334 root_relative_squared_error 1.11639 root_relative_squared_error 1.138421 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