12951 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 72 weka.SMO_RBFKernel(1) 138 weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.RBFKernel -C 250007 -G 40.0" C 250007 73 G 40.0 73 C 1.0 72 K weka.classifiers.functions.supportVector.RBFKernel 72 L 0.001 72 N 0 72 P 1.0E-12 72 V -1 72 W 1 72 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 26247 description https://api.openml.org/data/download/26247/weka_generated_run5678777500625687397.xml -1 26248 predictions https://api.openml.org/data/download/26248/weka_generated_predictions5997844565476923057.arff area_under_roc_curve 0.469697 [0.46875,0.5,0.469697] average_cost 0 f_measure 0.568889 [0.8,0,0] kappa -0.08 kb_relative_information_score -5.865351 mean_absolute_error 0.301234 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 0.496124 [0.697674,0,0] predictive_accuracy 0.666667 prior_entropy 1.030501 recall 0.666667 [0.9375,0,0] relative_absolute_error 1.049389 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.391263 root_relative_squared_error 1.042016 scimark_benchmark 915.255831 [560.4886395932788879.888108517077483.0147548568529896.83199204956041756.0556588021248] total_cost 0 area_under_roc_curve 0.428571 [0.428571,0.0,0.428571] 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 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.416667 [0.416667,0.0,0.416667] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.416667 [0.416667,0.0,0.416667] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.428571 [0.416667,0.5,0.428571] 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 0.014 build_cpu_time 0.016 build_cpu_time 0.017 build_cpu_time 0.017 build_cpu_time 0.017 build_cpu_time 0.017 build_cpu_time 0.016 build_cpu_time 0.018 build_cpu_time 0.025 build_cpu_time 0.013 build_memory 1845597848 build_memory 1893599288 build_memory 1941600728 build_memory 1989602168 build_memory 2037603608 build_memory 2085605048 build_memory 2133606488 build_memory 2184143888 build_memory 173302448 build_memory 221303888 f_measure 0.622222 [0.8,0,0] 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 0.47619 [0.714286,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.47619 [0.714286,0,0] f_measure 0.533333 [0.8,0,0] kappa -0.173913 kappa 0 kappa 0 kappa 0 kappa -0.2 kappa 0 kappa -0.2 kappa 0 kappa -0.16129 kappa 0 kb_relative_information_score -1.365554 kb_relative_information_score -0.39515 kb_relative_information_score -0.39515 kb_relative_information_score -0.39515 kb_relative_information_score -0.921907 kb_relative_information_score 0.048497 kb_relative_information_score -0.921907 kb_relative_information_score 0.048497 kb_relative_information_score -1.268966 kb_relative_information_score -0.298562 mean_absolute_error 0.296296 mean_absolute_error 0.271605 mean_absolute_error 0.271605 mean_absolute_error 0.271605 mean_absolute_error 0.320988 mean_absolute_error 0.296296 mean_absolute_error 0.320988 mean_absolute_error 0.296296 mean_absolute_error 0.345679 mean_absolute_error 0.320988 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 0.583333 [0.75,0,0] 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 0.416667 [0.625,0,0] precision 0.444444 [0.666667,0,0] precision 0.416667 [0.625,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.666667 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.555556 predictive_accuracy 0.666667 predictive_accuracy 0.555556 predictive_accuracy 0.666667 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 0.666667 [0.857143,0,0] 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 0.555556 [0.833333,0,0] recall 0.666667 [1,0,0] recall 0.555556 [0.833333,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.120482 relative_absolute_error 1.027108 relative_absolute_error 1.027108 relative_absolute_error 1.027108 relative_absolute_error 1.083333 relative_absolute_error 1 relative_absolute_error 1.083333 relative_absolute_error 1 relative_absolute_error 1.101523 relative_absolute_error 1.022842 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 0.3849 root_mean_squared_error 0.351364 root_mean_squared_error 0.351364 root_mean_squared_error 0.351364 root_mean_squared_error 0.41574 root_mean_squared_error 0.3849 root_mean_squared_error 0.41574 root_mean_squared_error 0.3849 root_mean_squared_error 0.444444 root_mean_squared_error 0.41574 root_relative_squared_error 1.118738 root_relative_squared_error 1.021263 root_relative_squared_error 1.021263 root_relative_squared_error 1.021263 root_relative_squared_error 1.072616 root_relative_squared_error 0.993049 root_relative_squared_error 1.072616 root_relative_squared_error 0.993049 root_relative_squared_error 1.085134 root_relative_squared_error 1.01505 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