14740 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 144 weka.RandomCommittee_RandomTree(1) 61 weka.classifiers.meta.RandomCommittee -- -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -S 1 I 10 144 S 1 144 W weka.classifiers.trees.RandomTree 144 num-slots 1 144 K 0 64 M 1.0 64 S 1 64 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 29825 description https://api.openml.org/data/download/29825/weka_generated_run311540201758816306.xml -1 29826 predictions https://api.openml.org/data/download/29826/weka_generated_predictions7243073072874385638.arff area_under_roc_curve 0.439248 [0.463041,0.392045,0.379735] average_cost 0 f_measure 0.550861 [0.774648,0,0] kappa -0.108374 kb_relative_information_score -9.067417 mean_absolute_error 0.295807 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 0.501425 [0.705128,0,0] predictive_accuracy 0.611111 prior_entropy 1.030501 recall 0.611111 [0.859375,0,0] relative_absolute_error 1.030481 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.469081 root_relative_squared_error 1.249264 scimark_benchmark 941.881453 [561.7522155508621014.7208839634673464.0197769303245908.32981910425011760.5845701777503] total_cost 0 area_under_roc_curve 0.642857 [0.714286,0.0,0.392857] area_under_roc_curve 0.285714 [0.285714,0.0,0.285714] area_under_roc_curve 0.722222 [0.785714,0.0,0.5] area_under_roc_curve 0.571429 [0.571429,0.0,0.571429] area_under_roc_curve 0.296296 [0.305556,0.0,0.277778] area_under_roc_curve 0.185185 [0.166667,0.0,0.222222] area_under_roc_curve 0.166667 [0.166667,0.0,0.166667] area_under_roc_curve 0.388889 [0.388889,0.0,0.388889] area_under_roc_curve 0.399471 [0.444444,0.5,0.214286] area_under_roc_curve 0.667659 [0.75,0.4375,0.535714] 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 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.005 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_memory 569706960 build_memory 569706960 build_memory 574992784 build_memory 574992784 build_memory 574992784 build_memory 580275704 build_memory 580275704 build_memory 580275704 build_memory 585558632 build_memory 585558632 f_measure 0.598291 [0.769231,0,0] 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 0.410256 [0.615385,0,0] f_measure 0.47619 [0.714286,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.47619 [0.714286,0,0] f_measure 0.512821 [0.769231,0,0] f_measure 0.571429 [0.857143,0,0] kappa -0.028571 kappa 0 kappa 0 kappa 0 kappa -0.363636 kappa -0.2 kappa -0.363636 kappa -0.2 kappa -0.028571 kappa 0.129032 kb_relative_information_score -2.23988 kb_relative_information_score 2.03218 kb_relative_information_score 1.881699 kb_relative_information_score 0.529198 kb_relative_information_score -1.95386 kb_relative_information_score -3.28707 kb_relative_information_score -4.337452 kb_relative_information_score -1.07254 kb_relative_information_score -2.356745 kb_relative_information_score 1.737053 mean_absolute_error 0.307191 mean_absolute_error 0.177704 mean_absolute_error 0.177144 mean_absolute_error 0.239506 mean_absolute_error 0.344665 mean_absolute_error 0.372934 mean_absolute_error 0.415144 mean_absolute_error 0.315683 mean_absolute_error 0.368272 mean_absolute_error 0.239824 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 0.648148 [0.833333,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.380952 [0.571429,0,0] precision 0.416667 [0.625,0,0] precision 0.380952 [0.571429,0,0] precision 0.416667 [0.625,0,0] precision 0.47619 [0.714286,0,0] precision 0.5 [0.75,0,0] predictive_accuracy 0.555556 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.444444 predictive_accuracy 0.555556 predictive_accuracy 0.444444 predictive_accuracy 0.555556 predictive_accuracy 0.555556 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 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.444444 [0.666667,0,0] recall 0.555556 [0.833333,0,0] recall 0.444444 [0.666667,0,0] recall 0.555556 [0.833333,0,0] recall 0.555556 [0.833333,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.161682 relative_absolute_error 0.672011 relative_absolute_error 0.669894 relative_absolute_error 0.905723 relative_absolute_error 1.163243 relative_absolute_error 1.258653 relative_absolute_error 1.401111 relative_absolute_error 1.06543 relative_absolute_error 1.173515 relative_absolute_error 0.764209 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 0.471961 root_mean_squared_error 0.38996 root_mean_squared_error 0.341349 root_mean_squared_error 0.373164 root_mean_squared_error 0.53178 root_mean_squared_error 0.510977 root_mean_squared_error 0.594457 root_mean_squared_error 0.449719 root_mean_squared_error 0.542233 root_mean_squared_error 0.41983 root_relative_squared_error 1.371786 root_relative_squared_error 1.133444 root_relative_squared_error 0.992153 root_relative_squared_error 1.084627 root_relative_squared_error 1.372001 root_relative_squared_error 1.318329 root_relative_squared_error 1.533709 root_relative_squared_error 1.160284 root_relative_squared_error 1.32389 root_relative_squared_error 1.025037 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