458235 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 1080 weka.NBTree(3) 1850 weka.classifiers.trees.NBTree study_1 weka weka_3.7.12 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 1609049 description https://api.openml.org/data/download/1609049/weka_generated_run2743415134375429665.xml -1 1609052 model_readable https://api.openml.org/data/download/1609052/WekaModel_weka.classifiers.trees.NBTree126216168529550256.model -1 1609051 model_serialized https://api.openml.org/data/download/1609051/WekaSerialized_weka.classifiers.trees.NBTree174261726816649954.model -1 1609050 predictions https://api.openml.org/data/download/1609050/weka_generated_predictions1514175963600455510.arff area_under_roc_curve 0.414109 [0.422776,0.170455,0.411301] average_cost 0 f_measure 0.603712 [0.821192,0,0.074074] kappa 0.012195 kb_relative_information_score -2.975295 mean_absolute_error 0.286092 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 0.595658 [0.712644,0,0.333333] predictive_accuracy 0.7 prior_entropy 1.030501 recall 0.7 [0.96875,0,0.041667] relative_absolute_error 0.996637 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.400147 root_relative_squared_error 1.065677 scimark_benchmark 943.100858 [556.7317897675096, 1015.2555353338006, 475.10695365338415, 908.9597582481955, 1759.4502550697425] total_cost 0 usercpu_time_millis 50 usercpu_time_millis_testing 0 usercpu_time_millis_training 50 area_under_roc_curve 0.444444 [0.428571,0.0,0.5] area_under_roc_curve 0.535714 [0.535714,0.0,0.535714] area_under_roc_curve 0.031746 [0,0.0,0.142857] area_under_roc_curve 0.484127 [0.5,0.0,0.428571] 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 0.537037 [0.555556,0.0,0.5] area_under_roc_curve 0.592593 [0.611111,0.0,0.555556] area_under_roc_curve 0.103836 [0.111111,0.125,0.071429] area_under_roc_curve 0.305556 [0.333333,0.75,0] 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 average_cost 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 0.680556 [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 0.646154 [0.769231,0,0.4] 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 0.181818 kappa 0 kappa 0 kb_relative_information_score -0.443198 kb_relative_information_score 1.604635 kb_relative_information_score -1.015811 kb_relative_information_score -0.553502 kb_relative_information_score -0.914204 kb_relative_information_score -0.835095 kb_relative_information_score -0.335981 kb_relative_information_score 0.789147 kb_relative_information_score -0.503058 kb_relative_information_score -0.768229 mean_absolute_error 0.268844 mean_absolute_error 0.19832 mean_absolute_error 0.278513 mean_absolute_error 0.262221 mean_absolute_error 0.314052 mean_absolute_error 0.30657 mean_absolute_error 0.300427 mean_absolute_error 0.273727 mean_absolute_error 0.320098 mean_absolute_error 0.338146 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 0.642857 [0.714286,0,0.5] 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 [0.833333,0,0.333333] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.016666 relative_absolute_error 0.749974 relative_absolute_error 1.053233 relative_absolute_error 0.991623 relative_absolute_error 1.059925 relative_absolute_error 1.034674 relative_absolute_error 1.013941 relative_absolute_error 0.923827 relative_absolute_error 1.020006 relative_absolute_error 1.077517 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 0.356328 root_mean_squared_error 0.337253 root_mean_squared_error 0.394968 root_mean_squared_error 0.3741 root_mean_squared_error 0.427225 root_mean_squared_error 0.406507 root_mean_squared_error 0.401619 root_mean_squared_error 0.37348 root_mean_squared_error 0.453665 root_mean_squared_error 0.458423 root_relative_squared_error 1.035692 root_relative_squared_error 0.980249 root_relative_squared_error 1.148 root_relative_squared_error 1.087347 root_relative_squared_error 1.102247 root_relative_squared_error 1.048795 root_relative_squared_error 1.036183 root_relative_squared_error 0.963584 root_relative_squared_error 1.107647 root_relative_squared_error 1.119263 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 usercpu_time_millis 30 usercpu_time_millis 40 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 60 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 30 usercpu_time_millis_training 40 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 60