555777 939 Martijn Post 3662 Supervised Classification predictive_accuracy 3457 weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_HoeffdingTree(1) 5769 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.trees.HoeffdingTree -- -L 2 -S 1 -E 1.0E-7 -H 0.05 -M 0.01 -G 200.0 -N 0.0 L 2 1728 S 1 1728 E 1.0E-7 1728 H 0.05 1728 M 0.01 1728 G 200.0 1728 N 0.0 1728 T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3457 W weka.classifiers.trees.HoeffdingTree 3457 weka weka_3.7.13 797 fri_c4_1000_50 https://www.openml.org/data/download/53331/fri_c4_1000_50.arff -1 1913718 description https://api.openml.org/data/download/1913718/weka_generated_run163677873770548554.xml -1 1913720 model_readable https://api.openml.org/data/download/1913720/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier1359336382351412305.model -1 1913719 model_serialized https://api.openml.org/data/download/1913719/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3914579064638455089.model -1 1913721 predictions https://api.openml.org/data/download/1913721/weka_generated_predictions449060279987803193.arff area_under_roc_curve 0.703742 [0.703742,0.703742] average_cost 0 f_measure 0.687964 [0.630952,0.732759] kappa 0.364754 kb_relative_information_score 198.792275 mean_absolute_error 0.405346 mean_prior_absolute_error 0.492814 number_of_instances 1000 [440,560] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.688167 [0.6625,0.708333] predictive_accuracy 0.69 prior_entropy 0.989629 recall 0.69 [0.602273,0.758929] relative_absolute_error 0.822512 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.470302 root_relative_squared_error 0.94745 scimark_benchmark 1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564] total_cost 0 usercpu_time_millis 62.5 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 46.875 area_under_roc_curve 0.547484 [0.547484,0.547484] area_under_roc_curve 0.633929 [0.633929,0.633929] area_under_roc_curve 0.707792 [0.707792,0.707792] area_under_roc_curve 0.764205 [0.764205,0.764205] area_under_roc_curve 0.593344 [0.593344,0.593344] area_under_roc_curve 0.735795 [0.735795,0.735795] area_under_roc_curve 0.678571 [0.678571,0.678571] area_under_roc_curve 0.769481 [0.769481,0.769481] area_under_roc_curve 0.798295 [0.798295,0.798295] area_under_roc_curve 0.808442 [0.808442,0.808442] 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 0.584343 [0.493827,0.655462] f_measure 0.659029 [0.604651,0.701754] f_measure 0.630412 [0.58427,0.666667] f_measure 0.738292 [0.690476,0.775862] f_measure 0.595535 [0.512195,0.661017] f_measure 0.720566 [0.688889,0.745455] f_measure 0.702253 [0.623377,0.764228] f_measure 0.72 [0.681818,0.75] f_measure 0.76 [0.727273,0.785714] f_measure 0.762027 [0.693333,0.816] kappa 0.153592 kappa 0.306688 kappa 0.251012 kappa 0.467213 kappa 0.176277 kappa 0.434572 kappa 0.395329 kappa 0.431818 kappa 0.512987 kappa 0.518022 kb_relative_information_score 7.06771 kb_relative_information_score 14.010702 kb_relative_information_score 18.463066 kb_relative_information_score 26.177723 kb_relative_information_score 8.633908 kb_relative_information_score 23.481501 kb_relative_information_score 19.645209 kb_relative_information_score 24.323425 kb_relative_information_score 27.998437 kb_relative_information_score 28.990595 mean_absolute_error 0.463296 mean_absolute_error 0.431233 mean_absolute_error 0.409638 mean_absolute_error 0.377509 mean_absolute_error 0.452339 mean_absolute_error 0.390205 mean_absolute_error 0.405368 mean_absolute_error 0.386684 mean_absolute_error 0.370972 mean_absolute_error 0.366213 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] precision 0.584505 [0.540541,0.619048] precision 0.658588 [0.619048,0.689655] precision 0.630949 [0.577778,0.672727] precision 0.739 [0.725,0.75] precision 0.595416 [0.552632,0.629032] precision 0.721707 [0.673913,0.759259] precision 0.712836 [0.727273,0.701493] precision 0.72 [0.681818,0.75] precision 0.76 [0.727273,0.785714] precision 0.782945 [0.83871,0.73913] predictive_accuracy 0.59 predictive_accuracy 0.66 predictive_accuracy 0.63 predictive_accuracy 0.74 predictive_accuracy 0.6 predictive_accuracy 0.72 predictive_accuracy 0.71 predictive_accuracy 0.72 predictive_accuracy 0.76 predictive_accuracy 0.77 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 recall 0.59 [0.454545,0.696429] recall 0.66 [0.590909,0.714286] recall 0.63 [0.590909,0.660714] recall 0.74 [0.659091,0.803571] recall 0.6 [0.477273,0.696429] recall 0.72 [0.704545,0.732143] recall 0.71 [0.545455,0.839286] recall 0.72 [0.681818,0.75] recall 0.76 [0.727273,0.785714] recall 0.77 [0.590909,0.910714] relative_absolute_error 0.940102 relative_absolute_error 0.875041 relative_absolute_error 0.831222 relative_absolute_error 0.766026 relative_absolute_error 0.91787 relative_absolute_error 0.791788 relative_absolute_error 0.822557 relative_absolute_error 0.784643 relative_absolute_error 0.752763 relative_absolute_error 0.743104 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.528012 root_mean_squared_error 0.507149 root_mean_squared_error 0.465758 root_mean_squared_error 0.439313 root_mean_squared_error 0.516841 root_mean_squared_error 0.459122 root_mean_squared_error 0.483139 root_mean_squared_error 0.44233 root_mean_squared_error 0.427886 root_mean_squared_error 0.419318 root_relative_squared_error 1.063711 root_relative_squared_error 1.021681 root_relative_squared_error 0.938296 root_relative_squared_error 0.885022 root_relative_squared_error 1.041206 root_relative_squared_error 0.924928 root_relative_squared_error 0.973312 root_relative_squared_error 0.8911 root_relative_squared_error 0.862 root_relative_squared_error 0.844741 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 46.875 usercpu_time_millis 46.875 usercpu_time_millis 46.875 usercpu_time_millis 46.875 usercpu_time_millis 15.625 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 46.875 usercpu_time_millis_training 46.875 usercpu_time_millis_training 46.875 usercpu_time_millis_training 31.25 usercpu_time_millis_training 15.625 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25