471 1 Jan van Rijn 43 Supervised Classification 56 weka.ZeroR(1) 1 weka.classifiers.rules.ZeroR F 1 392 M 1.0 392 I 10 376 P 100 376 S 1 376 W weka.classifiers.trees.DecisionStump 376 I 20 404 P 100 404 S 1 404 W weka.classifiers.lazy.IBk 404 I 80 530 P 100 530 S 1 530 W weka.classifiers.bayes.NaiveBayes 530 num-slots 1 530 I 160 531 P 100 531 S 1 531 W weka.classifiers.rules.OneR 531 num-slots 1 531 D true 397 F 2 397 H 1 397 I 100 397 N true 397 P 1 397 R R:0.01-316,3.16 397 S 0.5 397 Tl 5.0E-4 397 V 0.27 397 seed 1 397 S 1.0 441 L 1.0 401 N 0 401 A true 389 K 1 389 W 0 389 B 6 375 C 250007 386 E 1.0 386 L 1.0 564 N 0 564 K weka.classifiers.functions.supportVector.NormalizedPolyKernel 564 E 2.0 565 C 250007 565 X 10 582 S 1 582 W weka.classifiers.rules.ZeroR 582 C 0.25 675 M 2 675 C 0.25 1068 M 2 1068 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 K 0 1078 M 1.0 1078 V 0.001 1078 S 1 1078 I 100 1079 K 0 1079 S 1 1079 num-slots 1 1079 H a 1116 F 1 1165 M 1.0 1165 D true 1168 Q weka.classifiers.bayes.net.search.local.K2 1168 P 1 1169 S BAYES 1169 S 0 1172 K 2 1172 D 3 1172 G 0.0 1172 R 0.0 1172 C 1.0 1172 N 0.5 1172 P 0.1 1172 M 40.0 1172 E 0.001 1172 model /Users/joa/Downloads/weka-3-7-12 1172 seed 1 1172 S 1 1174 K weka.classifiers.functions.supportVector.RBFKernel 1174 L 0.01 1174 P 1 1174 E 1 1174 G 0.01 1175 C 250007 1175 P 100 1185 S 1 1185 num-slots 1 1185 I 10 1185 W weka.classifiers.trees.REPTree 1185 B 10 1199 E -3 1199 S 1 1199 B 10 1200 F weka.filters.supervised.attribute.Discretize 1244 W weka.classifiers.trees.J48 1244 R first-last 1245 precision 6 1245 K 0 1717 S 1 1717 num-slots 1 1717 44 spambase https://www.openml.org/data/download/44/dataset_44_spambase.arff -1 1010 description https://api.openml.org/data/download/1010/weka_generated_run7788198188906332516.xml -1 1011 predictions https://api.openml.org/data/download/1011/weka_generated_predictions19785477261548089.arff area_under_roc_curve 0.499134 [0.499134,0.499134] average_cost 0 f_measure 0.457275 [0.754635,0] kappa 0 kb_relative_information_score -0.076302 mean_absolute_error 0.477558 mean_prior_absolute_error 0.477557 number_of_instances 4601 [2788,1813] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.367182 [0.605955,0] predictive_accuracy 0.605955 prior_entropy 0.967389 recall 0.605955 [1,0] relative_absolute_error 1.000003 root_mean_prior_squared_error 0.488645 root_mean_squared_error 0.488645 root_relative_squared_error 1 scimark_benchmark 1981.1609855919821 [ 1262.1132619833681, 1618.6098059976603, 924.8423099929523, 1708.3349593433784, 4391.904590642551 ] total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 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 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0 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 f_measure 0.456358 [0.754054,0] f_measure 0.455308 [0.753388,0] f_measure 0.455308 [0.753388,0] f_measure 0.457969 [0.755074,0] f_measure 0.457969 [0.755074,0] f_measure 0.457969 [0.755074,0] f_measure 0.457969 [0.755074,0] f_measure 0.457969 [0.755074,0] f_measure 0.457969 [0.755074,0] f_measure 0.457969 [0.755074,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.018576 kb_relative_information_score 0.041063 kb_relative_information_score 0.041063 kb_relative_information_score -0.025286 kb_relative_information_score -0.025286 kb_relative_information_score -0.025286 kb_relative_information_score -0.025286 kb_relative_information_score -0.025286 kb_relative_information_score -0.025286 kb_relative_information_score -0.025286 mean_absolute_error 0.477699 mean_absolute_error 0.477861 mean_absolute_error 0.477861 mean_absolute_error 0.477451 mean_absolute_error 0.477451 mean_absolute_error 0.477451 mean_absolute_error 0.477451 mean_absolute_error 0.477451 mean_absolute_error 0.477451 mean_absolute_error 0.477451 mean_prior_absolute_error 0.477715 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 number_of_instances 461 [279,182] number_of_instances 460 [278,182] number_of_instances 460 [278,182] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] precision 0.366274 [0.605206,0] precision 0.365236 [0.604348,0] precision 0.365236 [0.604348,0] precision 0.367869 [0.606522,0] precision 0.367869 [0.606522,0] precision 0.367869 [0.606522,0] precision 0.367869 [0.606522,0] precision 0.367869 [0.606522,0] precision 0.367869 [0.606522,0] precision 0.367869 [0.606522,0] predictive_accuracy 0.605206 predictive_accuracy 0.604348 predictive_accuracy 0.604348 predictive_accuracy 0.606522 predictive_accuracy 0.606522 predictive_accuracy 0.606522 predictive_accuracy 0.606522 predictive_accuracy 0.606522 predictive_accuracy 0.606522 predictive_accuracy 0.606522 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 recall 0.605206 [1,0] recall 0.604348 [1,0] recall 0.604348 [1,0] recall 0.606522 [1,0] recall 0.606522 [1,0] recall 0.606522 [1,0] recall 0.606522 [1,0] recall 0.606522 [1,0] recall 0.606522 [1,0] recall 0.606522 [1,0] relative_absolute_error 0.999966 relative_absolute_error 0.999924 relative_absolute_error 0.999924 relative_absolute_error 1.00003 relative_absolute_error 1.00003 relative_absolute_error 1.00003 relative_absolute_error 1.00003 relative_absolute_error 1.00003 relative_absolute_error 1.00003 relative_absolute_error 1.00003 root_mean_prior_squared_error 0.488807 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_squared_error 0.488807 root_mean_squared_error 0.488993 root_mean_squared_error 0.488993 root_mean_squared_error 0.488522 root_mean_squared_error 0.488522 root_mean_squared_error 0.488522 root_mean_squared_error 0.488522 root_mean_squared_error 0.488522 root_mean_squared_error 0.488522 root_mean_squared_error 0.488522 root_relative_squared_error 1 root_relative_squared_error 1.000001 root_relative_squared_error 1.000001 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 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