539712 939 Martijn Post 3662 Supervised Classification predictive_accuracy 3284 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_HoeffdingTree(3) 4111 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -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 P 1 2049 E 1 2049 D 1 2050 N 5 2050 E weka.attributeSelection.CfsSubsetEval 3284 S weka.attributeSelection.BestFirst 3284 W weka.classifiers.trees.HoeffdingTree 3284 study_15 study_20 weka weka_3.7.13 797 fri_c4_1000_50 https://www.openml.org/data/download/53331/fri_c4_1000_50.arff -1 1841004 description https://api.openml.org/data/download/1841004/weka_generated_run4883413752533320138.xml -1 1841006 model_readable https://api.openml.org/data/download/1841006/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier4093683421302896788.model -1 1841005 model_serialized https://api.openml.org/data/download/1841005/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier2743379864121383516.model -1 1841007 predictions https://api.openml.org/data/download/1841007/weka_generated_predictions5258584104277204530.arff area_under_roc_curve 0.709438 [0.709438,0.709438] average_cost 0 f_measure 0.687109 [0.637209,0.726316] kappa 0.363785 kb_relative_information_score 207.001924 mean_absolute_error 0.401434 mean_prior_absolute_error 0.492814 number_of_instances 1000 [440,560] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1] precision 0.686772 [0.652381,0.713793] predictive_accuracy 0.688 prior_entropy 0.989629 recall 0.688 [0.622727,0.739286] relative_absolute_error 0.814575 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.469818 root_relative_squared_error 0.946476 scimark_benchmark 1732.20663 [962.8709274054642, 1455.4040835438207, 767.7810871359826, 1692.8899570438527, 3782.0870931800364] total_cost 0 usercpu_time_millis 15.6001 usercpu_time_millis_testing 0 usercpu_time_millis_training 15.6001 area_under_roc_curve 0.583198 [0.583198,0.583198] area_under_roc_curve 0.659497 [0.659497,0.659497] area_under_roc_curve 0.685877 [0.685877,0.685877] area_under_roc_curve 0.743506 [0.743506,0.743506] area_under_roc_curve 0.650974 [0.650974,0.650974] area_under_roc_curve 0.712662 [0.712662,0.712662] area_under_roc_curve 0.679586 [0.679586,0.679586] area_under_roc_curve 0.758523 [0.758523,0.758523] area_under_roc_curve 0.719968 [0.719968,0.719968] area_under_roc_curve 0.887581 [0.887581,0.887581] 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 0.55711 [0.47619,0.62069] f_measure 0.667112 [0.60241,0.717949] f_measure 0.699143 [0.651163,0.736842] f_measure 0.728757 [0.682353,0.765217] f_measure 0.649537 [0.597701,0.690265] f_measure 0.671161 [0.645161,0.691589] f_measure 0.663475 [0.582278,0.727273] f_measure 0.721012 [0.702128,0.735849] f_measure 0.7 [0.659091,0.732143] f_measure 0.807378 [0.765432,0.840336] kappa 0.098361 kappa 0.322104 kappa 0.388254 kappa 0.448078 kappa 0.288039 kappa 0.338412 kappa 0.315353 kappa 0.44 kappa 0.391234 kappa 0.607762 kb_relative_information_score 6.240191 kb_relative_information_score 14.756685 kb_relative_information_score 19.713224 kb_relative_information_score 25.418731 kb_relative_information_score 15.178176 kb_relative_information_score 20.346654 kb_relative_information_score 21.316513 kb_relative_information_score 25.787021 kb_relative_information_score 21.655286 kb_relative_information_score 36.589443 mean_absolute_error 0.46373 mean_absolute_error 0.42885 mean_absolute_error 0.406575 mean_absolute_error 0.381057 mean_absolute_error 0.425698 mean_absolute_error 0.403523 mean_absolute_error 0.397133 mean_absolute_error 0.378984 mean_absolute_error 0.396725 mean_absolute_error 0.332068 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 0.556 [0.5,0.6] precision 0.667625 [0.641026,0.688525] precision 0.698851 [0.666667,0.724138] precision 0.728847 [0.707317,0.745763] precision 0.649204 [0.604651,0.684211] precision 0.675662 [0.612245,0.72549] precision 0.66822 [0.657143,0.676923] precision 0.7272 [0.66,0.78] precision 0.7 [0.659091,0.732143] precision 0.813093 [0.837838,0.793651] predictive_accuracy 0.56 predictive_accuracy 0.67 predictive_accuracy 0.7 predictive_accuracy 0.73 predictive_accuracy 0.65 predictive_accuracy 0.67 predictive_accuracy 0.67 predictive_accuracy 0.72 predictive_accuracy 0.7 predictive_accuracy 0.81 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 0.56 [0.454545,0.642857] recall 0.67 [0.568182,0.75] recall 0.7 [0.636364,0.75] recall 0.73 [0.659091,0.785714] recall 0.65 [0.590909,0.696429] recall 0.67 [0.681818,0.660714] recall 0.67 [0.522727,0.785714] recall 0.72 [0.75,0.696429] recall 0.7 [0.659091,0.732143] recall 0.81 [0.704545,0.892857] relative_absolute_error 0.940984 relative_absolute_error 0.870206 relative_absolute_error 0.825007 relative_absolute_error 0.773227 relative_absolute_error 0.863811 relative_absolute_error 0.818813 relative_absolute_error 0.805847 relative_absolute_error 0.76902 relative_absolute_error 0.80502 relative_absolute_error 0.67382 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 0.518729 root_mean_squared_error 0.488463 root_mean_squared_error 0.481727 root_mean_squared_error 0.451763 root_mean_squared_error 0.495396 root_mean_squared_error 0.47147 root_mean_squared_error 0.484003 root_mean_squared_error 0.443774 root_mean_squared_error 0.467384 root_mean_squared_error 0.382258 root_relative_squared_error 1.045009 root_relative_squared_error 0.984037 root_relative_squared_error 0.970466 root_relative_squared_error 0.910102 root_relative_squared_error 0.998004 root_relative_squared_error 0.949803 root_relative_squared_error 0.975052 root_relative_squared_error 0.894007 root_relative_squared_error 0.941572 root_relative_squared_error 0.77008 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 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 0 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 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_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 0 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001