67693 2 Joaquin Vanschoren 3763 Supervised Classification predictive_accuracy 622 weka.RealAdaBoost_RandomTree(1) 1057 weka.classifiers.meta.RealAdaBoost -- -P 100 -H 1.0 -S 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 421 M 1.0 421 S 1 421 V 0.001 421 P 100 622 H 1.0 622 S 1 622 I 10 622 W weka.classifiers.trees.RandomTree 622 900 chscase_census6 https://www.openml.org/data/download/53434/chscase_census6.arff -1 189591 description https://api.openml.org/data/download/189591/weka_generated_run7647102701199764279.xml -1 189594 model_readable https://api.openml.org/data/download/189594/WekaModel_weka.classifiers.meta.RealAdaBoost2346146301965398946.model -1 189593 model_serialized https://api.openml.org/data/download/189593/WekaSerialized_weka.classifiers.meta.RealAdaBoost6390427696975727461.model -1 189592 predictions https://api.openml.org/data/download/189592/weka_generated_predictions7494365196455401052.arff area_under_roc_curve 0.530058 [0.530058,0.530058] average_cost 0 build_cpu_time 0.0774 build_memory 444106379.2 f_measure 0.545707 [0.650888,0.395904] kappa 0.055496 kb_relative_information_score 22.04756 mean_absolute_error 0.452825 mean_prior_absolute_error 0.484764 number_of_instances 400 [235,165] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.543302 [0.606618,0.453125] predictive_accuracy 0.5575 prior_entropy 0.978016 recall 0.5575 [0.702128,0.351515] relative_absolute_error 0.934114 root_mean_prior_squared_error 0.492284 root_mean_squared_error 0.650011 root_relative_squared_error 1.320398 scimark_benchmark 941.504489 [564.2965366531771, 1015.5230404536866, 483.8854846559526, 874.1046804419973, 1769.7127006129608] total_cost 0 area_under_roc_curve 0.61509 [0.61509,0.61509] area_under_roc_curve 0.309463 [0.309463,0.309463] area_under_roc_curve 0.496164 [0.496164,0.496164] area_under_roc_curve 0.575448 [0.575448,0.575448] area_under_roc_curve 0.542199 [0.542199,0.542199] area_under_roc_curve 0.733073 [0.733073,0.733073] area_under_roc_curve 0.389323 [0.389323,0.389323] area_under_roc_curve 0.559896 [0.559896,0.559896] area_under_roc_curve 0.455729 [0.455729,0.455729] area_under_roc_curve 0.614583 [0.614583,0.614583] 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 0.06 build_cpu_time 0.076 build_cpu_time 0.087 build_cpu_time 0.096 build_cpu_time 0.062 build_cpu_time 0.068 build_cpu_time 0.078 build_cpu_time 0.062 build_cpu_time 0.099 build_cpu_time 0.086 build_memory 396991352 build_memory 415110624 build_memory 433234952 build_memory 433234952 build_memory 433234952 build_memory 451355768 build_memory 451355768 build_memory 469475320 build_memory 469475320 build_memory 487594784 f_measure 0.618334 [0.693878,0.516129] f_measure 0.384 [0.52,0.2] f_measure 0.522856 [0.595745,0.424242] f_measure 0.6 [0.652174,0.529412] f_measure 0.507336 [0.627451,0.344828] f_measure 0.660238 [0.754717,0.518519] f_measure 0.470085 [0.62963,0.230769] f_measure 0.535165 [0.653846,0.357143] f_measure 0.596364 [0.727273,0.4] f_measure 0.544 [0.64,0.4] kappa 0.21466 kappa -0.266491 kappa 0.020619 kappa 0.181586 kappa -0.010638 kappa 0.285714 kappa -0.111111 kappa 0.021739 kappa 0.157303 kappa 0.042553 kb_relative_information_score 7.330159 kb_relative_information_score -10.700876 kb_relative_information_score -1.031309 kb_relative_information_score 5.239752 kb_relative_information_score 2.098013 kb_relative_information_score 13.347346 kb_relative_information_score -4.448375 kb_relative_information_score 0.523185 kb_relative_information_score 5.212628 kb_relative_information_score 4.477036 mean_absolute_error 0.39558 mean_absolute_error 0.61029 mean_absolute_error 0.49558 mean_absolute_error 0.420581 mean_absolute_error 0.45442 mean_absolute_error 0.314641 mean_absolute_error 0.531077 mean_absolute_error 0.470717 mean_absolute_error 0.416438 mean_absolute_error 0.418923 mean_prior_absolute_error 0.48694 mean_prior_absolute_error 0.48694 mean_prior_absolute_error 0.48694 mean_prior_absolute_error 0.48694 mean_prior_absolute_error 0.48694 mean_prior_absolute_error 0.482587 mean_prior_absolute_error 0.482587 mean_prior_absolute_error 0.482587 mean_prior_absolute_error 0.482587 mean_prior_absolute_error 0.482587 number_of_instances 40 [23,17] number_of_instances 40 [23,17] number_of_instances 40 [23,17] number_of_instances 40 [23,17] number_of_instances 40 [23,17] number_of_instances 40 [24,16] number_of_instances 40 [24,16] number_of_instances 40 [24,16] number_of_instances 40 [24,16] number_of_instances 40 [24,16] precision 0.618819 [0.653846,0.571429] precision 0.374929 [0.481481,0.230769] precision 0.521354 [0.583333,0.4375] precision 0.6 [0.652174,0.529412] precision 0.505655 [0.571429,0.416667] precision 0.668339 [0.689655,0.636364] precision 0.46 [0.566667,0.3] precision 0.530952 [0.607143,0.416667] precision 0.609319 [0.645161,0.555556] precision 0.540659 [0.615385,0.428571] predictive_accuracy 0.625 predictive_accuracy 0.4 predictive_accuracy 0.525 predictive_accuracy 0.6 predictive_accuracy 0.525 predictive_accuracy 0.675 predictive_accuracy 0.5 predictive_accuracy 0.55 predictive_accuracy 0.625 predictive_accuracy 0.55 prior_entropy 0.978016 prior_entropy 0.978016 prior_entropy 0.978016 prior_entropy 0.978016 prior_entropy 0.978016 prior_entropy 0.978016 prior_entropy 0.978016 prior_entropy 0.978016 prior_entropy 0.978016 prior_entropy 0.978016 recall 0.625 [0.73913,0.470588] recall 0.4 [0.565217,0.176471] recall 0.525 [0.608696,0.411765] recall 0.6 [0.652174,0.529412] recall 0.525 [0.695652,0.294118] recall 0.675 [0.833333,0.4375] recall 0.5 [0.708333,0.1875] recall 0.55 [0.708333,0.3125] recall 0.625 [0.833333,0.3125] recall 0.55 [0.666667,0.375] relative_absolute_error 0.812379 relative_absolute_error 1.253316 relative_absolute_error 1.017742 relative_absolute_error 0.863721 relative_absolute_error 0.933215 relative_absolute_error 0.651988 relative_absolute_error 1.100479 relative_absolute_error 0.975404 relative_absolute_error 0.862928 relative_absolute_error 0.868077 root_mean_prior_squared_error 0.49449 root_mean_prior_squared_error 0.49449 root_mean_prior_squared_error 0.49449 root_mean_prior_squared_error 0.49449 root_mean_prior_squared_error 0.49449 root_mean_prior_squared_error 0.490069 root_mean_prior_squared_error 0.490069 root_mean_prior_squared_error 0.490069 root_mean_prior_squared_error 0.490069 root_mean_prior_squared_error 0.490069 root_mean_squared_error 0.609393 root_mean_squared_error 0.761587 root_mean_squared_error 0.686556 root_mean_squared_error 0.61988 root_mean_squared_error 0.665063 root_mean_squared_error 0.544462 root_mean_squared_error 0.699006 root_mean_squared_error 0.649756 root_mean_squared_error 0.626234 root_mean_squared_error 0.613559 root_relative_squared_error 1.232366 root_relative_squared_error 1.540146 root_relative_squared_error 1.388412 root_relative_squared_error 1.253573 root_relative_squared_error 1.344947 root_relative_squared_error 1.110992 root_relative_squared_error 1.426342 root_relative_squared_error 1.325847 root_relative_squared_error 1.27785 root_relative_squared_error 1.251985 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