324872 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1172 weka.LibSVM(2) 1924 weka.classifiers.functions.LibSVM -- -S 0 -K 2 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model /Users/joa/Downloads/weka-3-7-12 -seed 1 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 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 1108326 description https://api.openml.org/data/download/1108326/weka_generated_run6620613917855827234.xml -1 1108329 model_readable https://api.openml.org/data/download/1108329/WekaModel_weka.classifiers.functions.LibSVM8502580409312251042.model -1 1108328 model_serialized https://api.openml.org/data/download/1108328/WekaSerialized_weka.classifiers.functions.LibSVM1721298093560222915.model -1 1108327 predictions https://api.openml.org/data/download/1108327/weka_generated_predictions7606034857182718163.arff area_under_roc_curve 0.495619 [0.495619,0.495619] average_cost 0 f_measure 0.574402 [0.818354,0.005181] kappa -0.012124 kb_relative_information_score 1077.11465 mean_absolute_error 0.3072 mean_prior_absolute_error 0.42016 number_of_instances 5000 [3500,1500] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.515973 [0.698144,0.090909] predictive_accuracy 0.6928 prior_entropy 0.881778 recall 0.6928 [0.988571,0.002667] relative_absolute_error 0.731151 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.554256 root_relative_squared_error 1.209486 scimark_benchmark 1393.843183 [815.8281714984039, 994.3008483142872, 525.5711370641343, 1072.1636284558872, 3561.3521288336196] total_cost 0 usercpu_time_millis 1000 usercpu_time_millis_testing 490 usercpu_time_millis_training 510 area_under_roc_curve 0.495714 [0.495714,0.495714] area_under_roc_curve 0.497619 [0.497619,0.497619] area_under_roc_curve 0.499048 [0.499048,0.499048] area_under_roc_curve 0.49 [0.49,0.49] area_under_roc_curve 0.494286 [0.494286,0.494286] area_under_roc_curve 0.491429 [0.491429,0.491429] area_under_roc_curve 0.497619 [0.497619,0.497619] area_under_roc_curve 0.495714 [0.495714,0.495714] area_under_roc_curve 0.495714 [0.495714,0.495714] area_under_roc_curve 0.499048 [0.499048,0.499048] 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 0.573554 [0.819362,0] f_measure 0.577125 [0.818935,0.012903] f_measure 0.578128 [0.820331,0.012987] f_measure 0.569632 [0.81376,0] f_measure 0.572577 [0.817967,0] f_measure 0.570616 [0.815166,0] f_measure 0.577125 [0.818935,0.012903] f_measure 0.573554 [0.819362,0] f_measure 0.573554 [0.819362,0] f_measure 0.578128 [0.820331,0.012987] kappa -0.011905 kappa -0.006579 kappa -0.002639 kappa -0.027487 kappa -0.015831 kappa -0.023622 kappa -0.006579 kappa -0.011905 kappa -0.011905 kappa -0.002639 kb_relative_information_score 109.242764 kb_relative_information_score 109.242764 kb_relative_information_score 111.794928 kb_relative_information_score 99.034106 kb_relative_information_score 106.690599 kb_relative_information_score 101.58627 kb_relative_information_score 109.242764 kb_relative_information_score 109.242764 kb_relative_information_score 109.242764 kb_relative_information_score 111.794928 mean_absolute_error 0.306 mean_absolute_error 0.306 mean_absolute_error 0.304 mean_absolute_error 0.314 mean_absolute_error 0.308 mean_absolute_error 0.312 mean_absolute_error 0.306 mean_absolute_error 0.306 mean_absolute_error 0.306 mean_absolute_error 0.304 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] precision 0.488732 [0.698189,0] precision 0.549293 [0.69899,0.2] precision 0.564718 [0.699597,0.25] precision 0.487018 [0.69574,0] precision 0.488306 [0.697581,0] precision 0.487449 [0.696356,0] precision 0.549293 [0.69899,0.2] precision 0.488732 [0.698189,0] precision 0.488732 [0.698189,0] precision 0.564718 [0.699597,0.25] predictive_accuracy 0.694 predictive_accuracy 0.694 predictive_accuracy 0.696 predictive_accuracy 0.686 predictive_accuracy 0.692 predictive_accuracy 0.688 predictive_accuracy 0.694 predictive_accuracy 0.694 predictive_accuracy 0.694 predictive_accuracy 0.696 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.694 [0.991429,0] recall 0.694 [0.988571,0.006667] recall 0.696 [0.991429,0.006667] recall 0.686 [0.98,0] recall 0.692 [0.988571,0] recall 0.688 [0.982857,0] recall 0.694 [0.988571,0.006667] recall 0.694 [0.991429,0] recall 0.694 [0.991429,0] recall 0.696 [0.991429,0.006667] relative_absolute_error 0.728295 relative_absolute_error 0.728295 relative_absolute_error 0.723534 relative_absolute_error 0.747335 relative_absolute_error 0.733055 relative_absolute_error 0.742575 relative_absolute_error 0.728295 relative_absolute_error 0.728295 relative_absolute_error 0.728295 relative_absolute_error 0.723534 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.553173 root_mean_squared_error 0.553173 root_mean_squared_error 0.551362 root_mean_squared_error 0.560357 root_mean_squared_error 0.554977 root_mean_squared_error 0.55857 root_mean_squared_error 0.553173 root_mean_squared_error 0.553173 root_mean_squared_error 0.553173 root_mean_squared_error 0.551362 root_relative_squared_error 1.207121 root_relative_squared_error 1.207121 root_relative_squared_error 1.20317 root_relative_squared_error 1.222799 root_relative_squared_error 1.21106 root_relative_squared_error 1.218898 root_relative_squared_error 1.207121 root_relative_squared_error 1.207121 root_relative_squared_error 1.207121 root_relative_squared_error 1.20317 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 280 usercpu_time_millis 280 usercpu_time_millis 270 usercpu_time_millis 280 usercpu_time_millis 280 usercpu_time_millis 270 usercpu_time_millis 280 usercpu_time_millis 280 usercpu_time_millis 260 usercpu_time_millis 280 usercpu_time_millis_testing 140 usercpu_time_millis_testing 140 usercpu_time_millis_testing 130 usercpu_time_millis_testing 140 usercpu_time_millis_testing 140 usercpu_time_millis_testing 120 usercpu_time_millis_testing 140 usercpu_time_millis_testing 140 usercpu_time_millis_testing 130 usercpu_time_millis_testing 130 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 150 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 130 usercpu_time_millis_training 150