10665 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 60 weka.J48(1) 177 weka.classifiers.trees.J48 -- -C 0.9 -M 15 C 0.9 60 M 15 60 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 21675 description https://api.openml.org/data/download/21675/weka_generated_run2665343955974258448.xml -1 21676 predictions https://api.openml.org/data/download/21676/weka_generated_predictions2889809869229448209.arff area_under_roc_curve 0.400958 [0.405349,0.181818,0.407513] average_cost 0 f_measure 0.585621 [0.823529,0,0] kappa -0.021008 kb_relative_information_score -0.577912 mean_absolute_error 0.287302 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 1.000855 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.386952 root_relative_squared_error 1.030536 scimark_benchmark 919.661113 [569.0833955748082879.0853490553025484.1035797902428904.8809625230991761.152276377127] total_cost 0 area_under_roc_curve 0.607143 [0.607143,0.0,0.607143] area_under_roc_curve 0.285714 [0.285714,0.0,0.285714] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.287037 [0.222222,0.0,0.416667] area_under_roc_curve 0.416667 [0.416667,0.0,0.416667] area_under_roc_curve 0.25 [0.25,0.0,0.25] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] 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 build_cpu_time 0 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_memory 1195170472 build_memory 1198568104 build_memory 1198568104 build_memory 1198568104 build_memory 1198568104 build_memory 1198568104 build_memory 1198568104 build_memory 1198568104 build_memory 1201966136 build_memory 1201966136 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 0.272548 kb_relative_information_score -0.286301 kb_relative_information_score 0.095672 kb_relative_information_score 0.095672 kb_relative_information_score -1.460597 kb_relative_information_score -0.064327 kb_relative_information_score 0.213242 kb_relative_information_score 0.148778 kb_relative_information_score 0.2037 kb_relative_information_score 0.2037 mean_absolute_error 0.255425 mean_absolute_error 0.265763 mean_absolute_error 0.261545 mean_absolute_error 0.261545 mean_absolute_error 0.339461 mean_absolute_error 0.295473 mean_absolute_error 0.288461 mean_absolute_error 0.290809 mean_absolute_error 0.30727 mean_absolute_error 0.30727 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 0.965922 relative_absolute_error 1.005017 relative_absolute_error 0.989067 relative_absolute_error 0.989067 relative_absolute_error 1.145679 relative_absolute_error 0.997222 relative_absolute_error 0.973556 relative_absolute_error 0.981481 relative_absolute_error 0.979132 relative_absolute_error 0.979132 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 0.339654 root_mean_squared_error 0.355888 root_mean_squared_error 0.343615 root_mean_squared_error 0.343615 root_mean_squared_error 0.467701 root_mean_squared_error 0.39507 root_mean_squared_error 0.392895 root_mean_squared_error 0.388578 root_mean_squared_error 0.411687 root_mean_squared_error 0.411687 root_relative_squared_error 0.987228 root_relative_squared_error 1.034412 root_relative_squared_error 0.99874 root_relative_squared_error 0.99874 root_relative_squared_error 1.206676 root_relative_squared_error 1.019287 root_relative_squared_error 1.013675 root_relative_squared_error 1.002539 root_relative_squared_error 1.005155 root_relative_squared_error 1.005155 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