33176 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 524 weka.Bagging_JRip(2) 772 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 160 -W weka.classifiers.rules.JRip -- -F 3 -N 2.0 -O 2 -S 1 I 160 524 P 100 524 S 1 524 W weka.classifiers.rules.JRip 524 num-slots 1 524 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 83437 description https://api.openml.org/data/download/83437/weka_generated_run6243133087451192697.xml -1 83442 model_readable https://api.openml.org/data/download/83442/WekaModel_weka.classifiers.meta.Bagging8640204851852087418.model -1 83441 model_serialized https://api.openml.org/data/download/83441/WekaSerialized_weka.classifiers.meta.Bagging399538203053743369.model -1 83439 predictions https://api.openml.org/data/download/83439/weka_generated_predictions3566413657720282269.arff area_under_roc_curve 0.338623 [0.362079,0.034091,0.301452] average_cost 0 build_cpu_time 0.1909 build_memory 148923264 f_measure 0.591053 [0.831169,0,0] kappa 0 kb_relative_information_score -4.121057 mean_absolute_error 0.291339 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 1.014917 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.393634 root_relative_squared_error 1.048331 scimark_benchmark 941.419045 [559.9488393771786, 1005.4552756626294, 473.6399836662232, 905.1933987820893, 1762.8577294742872] total_cost 0 area_under_roc_curve 0.52381 [0.571429,0.0,0.357143] area_under_roc_curve 0.15873 [0.142857,0.0,0.214286] area_under_roc_curve 0.293651 [0.357143,0.0,0.071429] area_under_roc_curve 0.337302 [0.321429,0.0,0.392857] area_under_roc_curve 0.462963 [0.444444,0.0,0.5] area_under_roc_curve 0.388889 [0.333333,0.0,0.5] area_under_roc_curve 0.222222 [0.222222,0.0,0.222222] area_under_roc_curve 0.351852 [0.333333,0.0,0.388889] area_under_roc_curve 0.087963 [0.111111,0.125,0] area_under_roc_curve 0.328042 [0.444444,0,0.142857] 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 0.217 build_cpu_time 0.209 build_cpu_time 0.209 build_cpu_time 0.206 build_cpu_time 0.194 build_cpu_time 0.188 build_cpu_time 0.182 build_cpu_time 0.171 build_cpu_time 0.178 build_cpu_time 0.155 build_memory 148747080 build_memory 142640248 build_memory 140256160 build_memory 133435368 build_memory 133164688 build_memory 127116280 build_memory 129945856 build_memory 130126424 build_memory 133445144 build_memory 270355392 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 -0.680554 kb_relative_information_score 0.600025 kb_relative_information_score -0.695849 kb_relative_information_score -0.001646 kb_relative_information_score -0.907367 kb_relative_information_score -1.052281 kb_relative_information_score -0.181302 kb_relative_information_score -0.637116 kb_relative_information_score -0.5464 kb_relative_information_score -0.018568 mean_absolute_error 0.275103 mean_absolute_error 0.241512 mean_absolute_error 0.273117 mean_absolute_error 0.256053 mean_absolute_error 0.311198 mean_absolute_error 0.311108 mean_absolute_error 0.300868 mean_absolute_error 0.307655 mean_absolute_error 0.326136 mean_absolute_error 0.310639 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 1.040337 relative_absolute_error 0.913307 relative_absolute_error 1.032825 relative_absolute_error 0.968298 relative_absolute_error 1.050295 relative_absolute_error 1.049988 relative_absolute_error 1.015431 relative_absolute_error 1.038334 relative_absolute_error 1.039249 relative_absolute_error 0.989867 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 0.35331 root_mean_squared_error 0.348622 root_mean_squared_error 0.368242 root_mean_squared_error 0.355714 root_mean_squared_error 0.406456 root_mean_squared_error 0.406401 root_mean_squared_error 0.409515 root_mean_squared_error 0.407809 root_mean_squared_error 0.440805 root_mean_squared_error 0.426954 root_relative_squared_error 1.026918 root_relative_squared_error 1.013293 root_relative_squared_error 1.07032 root_relative_squared_error 1.033905 root_relative_squared_error 1.048664 root_relative_squared_error 1.048523 root_relative_squared_error 1.056556 root_relative_squared_error 1.052153 root_relative_squared_error 1.076248 root_relative_squared_error 1.042429 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