124 1 Jan van Rijn 29 Supervised Classification 70 weka.SMO_PolyKernel(1) 13 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.PolyKernel -C 250007 -E 1.0" C 250007 71 E 1.0 71 C 1.0 70 K weka.classifiers.functions.supportVector.PolyKernel 70 L 0.001 70 N 0 70 P 1.0E-12 70 V -1 70 W 1 70 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 309 description https://api.openml.org/data/download/309/weka_generated_run90953195224451487.xml -1 310 predictions https://api.openml.org/data/download/310/weka_generated_predictions7682225158267371076.arff area_under_roc_curve 0.859084 [0.859084,0.859084] average_cost 0 f_measure 0.852543 [0.847305,0.856742] kappa 0.70585 kb_relative_information_score 482.369094 mean_absolute_error 0.147826 mean_prior_absolute_error 0.493952 number_of_instances 690 [307,383] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.863374 [0.783934,0.927052] predictive_accuracy 0.852174 prior_entropy 0.991282 recall 0.852174 [0.921824,0.796345] relative_absolute_error 0.299272 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.384482 root_relative_squared_error 0.77367 scimark_benchmark 1971.8526446694275 [ 1247.6685533764385, 1579.4712809925934, 913.0457694479152, 1668.113200766641, 4450.964418763549 ] total_cost 0 area_under_roc_curve 0.876923 [0.876923,0.876923] area_under_roc_curve 0.867949 [0.867949,0.867949] area_under_roc_curve 0.860256 [0.860256,0.860256] area_under_roc_curve 0.777589 [0.777589,0.777589] area_under_roc_curve 0.931239 [0.931239,0.931239] area_under_roc_curve 0.849321 [0.849321,0.849321] area_under_roc_curve 0.84635 [0.84635,0.84635] area_under_roc_curve 0.817063 [0.817063,0.817063] area_under_roc_curve 0.872666 [0.872666,0.872666] area_under_roc_curve 0.891766 [0.891766,0.891766] 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 0.151 build_cpu_time 0.127 build_cpu_time 0.143 build_cpu_time 0.2 build_cpu_time 0.102 build_cpu_time 0.268 build_cpu_time 0.111 build_cpu_time 0.089 build_cpu_time 0.132 build_cpu_time 0.116 f_measure 0.870115 [0.861538,0.876712] f_measure 0.855316 [0.852941,0.857143] f_measure 0.855684 [0.84375,0.864865] f_measure 0.767726 [0.771429,0.764706] f_measure 0.927719 [0.923077,0.931507] f_measure 0.84058 [0.84058,0.84058] f_measure 0.840915 [0.835821,0.84507] f_measure 0.81199 [0.80597,0.816901] f_measure 0.869895 [0.861538,0.876712] f_measure 0.884204 [0.882353,0.885714] kappa 0.739623 kappa 0.71393 kappa 0.709596 kappa 0.542289 kappa 0.854859 kappa 0.684407 kappa 0.68256 kappa 0.624843 kappa 0.738746 kappa 0.769808 kb_relative_information_score 50.454529 kb_relative_information_score 48.419278 kb_relative_information_score 48.419278 kb_relative_information_score 36.528743 kb_relative_information_score 58.91651 kb_relative_information_score 46.705 kb_relative_information_score 46.705 kb_relative_information_score 42.634497 kb_relative_information_score 50.775503 kb_relative_information_score 52.810755 mean_absolute_error 0.130435 mean_absolute_error 0.144928 mean_absolute_error 0.144928 mean_absolute_error 0.231884 mean_absolute_error 0.072464 mean_absolute_error 0.15942 mean_absolute_error 0.15942 mean_absolute_error 0.188406 mean_absolute_error 0.130435 mean_absolute_error 0.115942 mean_prior_absolute_error 0.492837 mean_prior_absolute_error 0.492837 mean_prior_absolute_error 0.492837 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 number_of_instances 69 [30,39] number_of_instances 69 [30,39] number_of_instances 69 [30,39] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] precision 0.879795 [0.8,0.941176] precision 0.878792 [0.763158,0.967742] precision 0.862039 [0.794118,0.914286] precision 0.788331 [0.692308,0.866667] precision 0.931409 [0.882353,0.971429] precision 0.858062 [0.763158,0.935484] precision 0.850095 [0.777778,0.909091] precision 0.820927 [0.75,0.878788] precision 0.873511 [0.823529,0.914286] precision 0.897792 [0.810811,0.96875] predictive_accuracy 0.869565 predictive_accuracy 0.855072 predictive_accuracy 0.855072 predictive_accuracy 0.768116 predictive_accuracy 0.927536 predictive_accuracy 0.84058 predictive_accuracy 0.84058 predictive_accuracy 0.811594 predictive_accuracy 0.869565 predictive_accuracy 0.884058 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 recall 0.869565 [0.933333,0.820513] recall 0.855072 [0.966667,0.769231] recall 0.855072 [0.9,0.820513] recall 0.768116 [0.870968,0.684211] recall 0.927536 [0.967742,0.894737] recall 0.84058 [0.935484,0.763158] recall 0.84058 [0.903226,0.789474] recall 0.811594 [0.870968,0.763158] recall 0.869565 [0.903226,0.842105] recall 0.884058 [0.967742,0.815789] relative_absolute_error 0.264661 relative_absolute_error 0.294068 relative_absolute_error 0.294068 relative_absolute_error 0.468994 relative_absolute_error 0.14656 relative_absolute_error 0.322433 relative_absolute_error 0.322433 relative_absolute_error 0.381057 relative_absolute_error 0.263809 relative_absolute_error 0.234497 root_mean_prior_squared_error 0.495836 root_mean_prior_squared_error 0.495836 root_mean_prior_squared_error 0.495836 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_squared_error 0.361158 root_mean_squared_error 0.380693 root_mean_squared_error 0.380693 root_mean_squared_error 0.481543 root_mean_squared_error 0.269191 root_mean_squared_error 0.399275 root_mean_squared_error 0.399275 root_mean_squared_error 0.434057 root_mean_squared_error 0.361158 root_mean_squared_error 0.340503 root_relative_squared_error 0.728382 root_relative_squared_error 0.767782 root_relative_squared_error 0.767782 root_relative_squared_error 0.968047 root_relative_squared_error 0.541155 root_relative_squared_error 0.802662 root_relative_squared_error 0.802662 root_relative_squared_error 0.872586 root_relative_squared_error 0.726035 root_relative_squared_error 0.684513 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