14599 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 60 weka.J48(1) 97 weka.classifiers.trees.J48 -- -C 0.6 -M 2 C 0.6 60 M 2 60 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 29543 description https://api.openml.org/data/download/29543/weka_generated_run4440820412397853259.xml -1 29544 predictions https://api.openml.org/data/download/29544/weka_generated_predictions4876874615963331651.arff area_under_roc_curve 0.361108 [0.3747,0.357955,0.325126] average_cost 0 f_measure 0.507547 [0.696296,0,0.046512] kappa -0.219355 kb_relative_information_score -19.298909 mean_absolute_error 0.332246 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 0.484771 [0.661972,0,0.052632] predictive_accuracy 0.533333 prior_entropy 1.030501 recall 0.533333 [0.734375,0,0.041667] relative_absolute_error 1.157422 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.498152 root_relative_squared_error 1.326685 scimark_benchmark 948.363008 [565.39404163109531015.52310425331483.8854846559526909.59057174132591767.4218398162996] total_cost 0 area_under_roc_curve 0.480159 [0.535714,0.0,0.285714] area_under_roc_curve 0.571429 [0.571429,0.0,0.571429] area_under_roc_curve 0.59127 [0.607143,0.0,0.535714] area_under_roc_curve 0.535714 [0.535714,0.0,0.535714] area_under_roc_curve 0.444444 [0.444444,0.0,0.444444] area_under_roc_curve 0.138889 [0.138889,0.0,0.138889] area_under_roc_curve 0.333333 [0.333333,0.0,0.333333] area_under_roc_curve 0.166667 [0.166667,0.0,0.166667] area_under_roc_curve 0.252315 [0.305556,0.4375,0] area_under_roc_curve 0.621693 [0.694444,0.5,0.464286] 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 0.002 build_cpu_time 0.002 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.002 build_cpu_time 0.001 build_cpu_time 0.001 build_memory 577469344 build_memory 579518616 build_memory 580064832 build_memory 580629376 build_memory 581175512 build_memory 581731824 build_memory 582280464 build_memory 583009288 build_memory 583555952 build_memory 584107120 f_measure 0.555556 [0.714286,0,0] f_measure 0.555556 [0.714286,0,0] f_measure 0.622222 [0.8,0,0] f_measure 0.777778 [0.857143,0,0.5] f_measure 0.410256 [0.615385,0,0] f_measure 0.242424 [0.363636,0,0] f_measure 0.47619 [0.714286,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.444444 [0.666667,0,0] f_measure 0.533333 [0.8,0,0] kappa -0.285714 kappa -0.285714 kappa -0.173913 kappa 0.357143 kappa -0.363636 kappa -0.615385 kappa -0.2 kappa -0.363636 kappa -0.153846 kappa 0 kb_relative_information_score -2.544344 kb_relative_information_score -1.982 kb_relative_information_score -0.326135 kb_relative_information_score -0.365687 kb_relative_information_score -2.527715 kb_relative_information_score -5.336922 kb_relative_information_score -0.845755 kb_relative_information_score -3.044761 kb_relative_information_score -3.622308 kb_relative_information_score 1.296717 mean_absolute_error 0.327619 mean_absolute_error 0.310838 mean_absolute_error 0.263038 mean_absolute_error 0.255483 mean_absolute_error 0.363969 mean_absolute_error 0.443514 mean_absolute_error 0.30407 mean_absolute_error 0.375446 mean_absolute_error 0.418403 mean_absolute_error 0.260082 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 0.555556 [0.714286,0,0] precision 0.555556 [0.714286,0,0] precision 0.583333 [0.75,0,0] precision 0.777778 [0.857143,0,0.5] precision 0.380952 [0.571429,0,0] precision 0.266667 [0.4,0,0] precision 0.416667 [0.625,0,0] precision 0.380952 [0.571429,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.555556 predictive_accuracy 0.555556 predictive_accuracy 0.666667 predictive_accuracy 0.777778 predictive_accuracy 0.444444 predictive_accuracy 0.222222 predictive_accuracy 0.555556 predictive_accuracy 0.444444 predictive_accuracy 0.444444 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 0.555556 [0.714286,0,0] recall 0.555556 [0.714286,0,0] recall 0.666667 [0.857143,0,0] recall 0.777778 [0.857143,0,0.5] recall 0.444444 [0.666667,0,0] recall 0.222222 [0.333333,0,0] recall 0.555556 [0.833333,0,0] recall 0.444444 [0.666667,0,0] recall 0.444444 [0.666667,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.238933 relative_absolute_error 1.175474 relative_absolute_error 0.994711 relative_absolute_error 0.966141 relative_absolute_error 1.228395 relative_absolute_error 1.49686 relative_absolute_error 1.026235 relative_absolute_error 1.267129 relative_absolute_error 1.333262 relative_absolute_error 0.828765 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 0.431487 root_mean_squared_error 0.454706 root_mean_squared_error 0.43529 root_mean_squared_error 0.433063 root_mean_squared_error 0.540266 root_mean_squared_error 0.59719 root_mean_squared_error 0.460455 root_mean_squared_error 0.560893 root_mean_squared_error 0.590398 root_mean_squared_error 0.433453 root_relative_squared_error 1.254145 root_relative_squared_error 1.321633 root_relative_squared_error 1.265198 root_relative_squared_error 1.258725 root_relative_squared_error 1.393896 root_relative_squared_error 1.540762 root_relative_squared_error 1.187982 root_relative_squared_error 1.447113 root_relative_squared_error 1.441487 root_relative_squared_error 1.058297 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