1839622 1933 Sven Arends 125968 Supervised Classification 1728 weka.HoeffdingTree(4) 2371 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 weka weka_3.7.13 40536 SpeedDating https://www.openml.org/data/download/13153954/speeddating.arff -1 4617805 description https://api.openml.org/data/download/4617805/weka_generated_run2110000381595971569.xml -1 4617808 model_readable https://api.openml.org/data/download/4617808/WekaModel_weka.classifiers.trees.HoeffdingTree8599762578442847665.model -1 4617807 model_serialized https://api.openml.org/data/download/4617807/WekaSerialized_weka.classifiers.trees.HoeffdingTree5005047125779974117.model -1 4617806 predictions https://api.openml.org/data/download/4617806/weka_generated_predictions7388164352761320845.arff area_under_roc_curve 0.644932 [0.644932,0.644932] average_cost 6.578181 f_measure 0.798975 [0.90108,0.281204] kappa 0.196739 kb_relative_information_score -74.739505 mean_absolute_error 0.226308 mean_prior_absolute_error 0.275224 number_of_instances 8378 [6998,1380] precision 0.789532 [0.858362,0.440495] predictive_accuracy 0.826092 prior_entropy 0.645663 recall 0.826092 [0.948271,0.206522] relative_absolute_error 0.822269 root_mean_prior_squared_error 0.370925 root_mean_squared_error 0.389894 root_relative_squared_error 1.051138 total_cost 55112 area_under_roc_curve 0.62661 [0.62661,0.62661] area_under_roc_curve 0.653256 [0.653256,0.653256] area_under_roc_curve 0.649451 [0.649451,0.649451] area_under_roc_curve 0.641661 [0.641661,0.641661] area_under_roc_curve 0.641268 [0.641268,0.641268] area_under_roc_curve 0.66485 [0.66485,0.66485] area_under_roc_curve 0.663649 [0.663649,0.663649] area_under_roc_curve 0.623556 [0.623556,0.623556] area_under_roc_curve 0.63186 [0.63186,0.63186] area_under_roc_curve 0.62719 [0.62719,0.62719] average_cost 6.711217 average_cost 5.959427 average_cost 6.375895 average_cost 6.673031 average_cost 6.360382 average_cost 6.48568 average_cost 6.606205 average_cost 6.902148 average_cost 6.684588 average_cost 7.023895 f_measure 0.804525 [0.908602,0.276596] f_measure 0.811347 [0.901718,0.352941] f_measure 0.799729 [0.898154,0.300469] f_measure 0.791281 [0.895848,0.26087] f_measure 0.811052 [0.907859,0.32] f_measure 0.802902 [0.902919,0.295567] f_measure 0.798237 [0.90095,0.277228] f_measure 0.790129 [0.899392,0.235897] f_measure 0.788533 [0.893443,0.257143] f_measure 0.789908 [0.90175,0.223404] kappa 0.207146 kappa 0.261606 kappa 0.208702 kappa 0.169717 kappa 0.242677 kappa 0.21252 kappa 0.193019 kappa 0.154498 kappa 0.162452 kappa 0.14875 kb_relative_information_score 0.490545 kb_relative_information_score 80.988702 kb_relative_information_score 20.795583 kb_relative_information_score 38.752476 kb_relative_information_score 29.018194 kb_relative_information_score -18.570799 kb_relative_information_score -1.965507 kb_relative_information_score -68.630307 kb_relative_information_score -103.465153 kb_relative_information_score -52.15324 mean_absolute_error 0.235663 mean_absolute_error 0.204373 mean_absolute_error 0.215936 mean_absolute_error 0.217337 mean_absolute_error 0.213105 mean_absolute_error 0.227953 mean_absolute_error 0.226532 mean_absolute_error 0.240873 mean_absolute_error 0.246237 mean_absolute_error 0.23511 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.27533 mean_prior_absolute_error 0.27533 number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 837 [699,138] number_of_instances 837 [699,138] precision 0.802229 [0.857868,0.52] precision 0.803169 [0.868874,0.46988] precision 0.789537 [0.861075,0.426667] precision 0.779188 [0.855657,0.391304] precision 0.806214 [0.863402,0.516129] precision 0.79462 [0.860285,0.461538] precision 0.788654 [0.857881,0.4375] precision 0.778772 [0.852753,0.403509] precision 0.775778 [0.854902,0.375] precision 0.780218 [0.851334,0.42] predictive_accuracy 0.837709 predictive_accuracy 0.829356 predictive_accuracy 0.822196 predictive_accuracy 0.817422 predictive_accuracy 0.837709 predictive_accuracy 0.829356 predictive_accuracy 0.825776 predictive_accuracy 0.822196 predictive_accuracy 0.81362 predictive_accuracy 0.825568 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 recall 0.837709 [0.965714,0.188406] recall 0.829356 [0.937143,0.282609] recall 0.822196 [0.938571,0.231884] recall 0.817422 [0.94,0.195652] recall 0.837709 [0.957143,0.231884] recall 0.829356 [0.95,0.217391] recall 0.825776 [0.948571,0.202899] recall 0.822196 [0.951429,0.166667] recall 0.81362 [0.935622,0.195652] recall 0.825568 [0.958512,0.152174] relative_absolute_error 0.856339 relative_absolute_error 0.74264 relative_absolute_error 0.784656 relative_absolute_error 0.789747 relative_absolute_error 0.77437 relative_absolute_error 0.828322 relative_absolute_error 0.82316 relative_absolute_error 0.875272 relative_absolute_error 0.894333 relative_absolute_error 0.853922 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.371067 root_mean_prior_squared_error 0.371067 root_mean_squared_error 0.384986 root_mean_squared_error 0.390764 root_mean_squared_error 0.39636 root_mean_squared_error 0.397187 root_mean_squared_error 0.382484 root_mean_squared_error 0.383555 root_mean_squared_error 0.389504 root_mean_squared_error 0.393851 root_mean_squared_error 0.395156 root_mean_squared_error 0.384723 root_relative_squared_error 1.038006 root_relative_squared_error 1.053585 root_relative_squared_error 1.068675 root_relative_squared_error 1.070905 root_relative_squared_error 1.031261 root_relative_squared_error 1.03415 root_relative_squared_error 1.050188 root_relative_squared_error 1.06191 root_relative_squared_error 1.064916 root_relative_squared_error 1.036801 total_cost 5624 total_cost 4994 total_cost 5343 total_cost 5592 total_cost 5330 total_cost 5435 total_cost 5536 total_cost 5784 total_cost 5595 total_cost 5879