531062 939 Martijn Post 3662 Supervised Classification predictive_accuracy 1720 weka.J48(33) 2362 weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1720 M 2 1720 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 1814471 description https://api.openml.org/data/download/1814471/weka_generated_run4711733111038031600.xml -1 1814473 model_readable https://api.openml.org/data/download/1814473/WekaModel_weka.classifiers.trees.J481756024722301521523.model -1 1814472 model_serialized https://api.openml.org/data/download/1814472/WekaSerialized_weka.classifiers.trees.J485906739379912584225.model -1 1814474 predictions https://api.openml.org/data/download/1814474/weka_generated_predictions477001482925977483.arff area_under_roc_curve 0.829572 [0.829572,0.829572] average_cost 0 f_measure 0.832656 [0.806936,0.852863] kappa 0.659878 kb_relative_information_score 649.223279 mean_absolute_error 0.173799 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 0.832692 [0.821176,0.841739] predictive_accuracy 0.833 prior_entropy 0.989629 recall 0.833 [0.793182,0.864286] relative_absolute_error 0.352667 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.398244 root_relative_squared_error 0.802286 scimark_benchmark 1838.882558 [1081.364291285204, 1483.414142585032, 835.9220098158099, 1761.7203883306604, 4031.991960362729] total_cost 0 usercpu_time_millis 31.2002 usercpu_time_millis_testing 0 usercpu_time_millis_training 31.2002 area_under_roc_curve 0.864651 [0.864651,0.864651] area_under_roc_curve 0.895089 [0.895089,0.895089] area_under_roc_curve 0.915787 [0.915787,0.915787] area_under_roc_curve 0.787338 [0.787338,0.787338] area_under_roc_curve 0.839489 [0.839489,0.839489] area_under_roc_curve 0.785106 [0.785106,0.785106] area_under_roc_curve 0.809456 [0.809456,0.809456] area_under_roc_curve 0.780032 [0.780032,0.780032] area_under_roc_curve 0.810268 [0.810268,0.810268] area_under_roc_curve 0.829748 [0.829748,0.829748] 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 0.86 [0.840909,0.875] f_measure 0.869828 [0.850575,0.884956] f_measure 0.92 [0.909091,0.928571] f_measure 0.809749 [0.781609,0.831858] f_measure 0.817991 [0.780488,0.847458] f_measure 0.82065 [0.808511,0.830189] f_measure 0.817 [0.775,0.85] f_measure 0.830189 [0.808989,0.846847] f_measure 0.767987 [0.722892,0.803419] f_measure 0.809749 [0.781609,0.831858] kappa 0.715909 kappa 0.735557 kappa 0.837662 kappa 0.613507 kappa 0.629325 kappa 0.64 kappa 0.627483 kappa 0.65587 kappa 0.527527 kappa 0.613507 kb_relative_information_score 70.233256 kb_relative_information_score 72.598625 kb_relative_information_score 82.250161 kb_relative_information_score 61.248761 kb_relative_information_score 62.65152 kb_relative_information_score 61.540142 kb_relative_information_score 62.711192 kb_relative_information_score 62.882902 kb_relative_information_score 52.482688 kb_relative_information_score 60.624032 mean_absolute_error 0.14854 mean_absolute_error 0.135901 mean_absolute_error 0.089547 mean_absolute_error 0.190223 mean_absolute_error 0.184105 mean_absolute_error 0.191129 mean_absolute_error 0.184064 mean_absolute_error 0.186657 mean_absolute_error 0.233768 mean_absolute_error 0.194058 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 0.86 [0.840909,0.875] precision 0.869833 [0.860465,0.877193] precision 0.92 [0.909091,0.928571] precision 0.809661 [0.790698,0.824561] precision 0.822139 [0.842105,0.806452] precision 0.8272 [0.76,0.88] precision 0.825139 [0.861111,0.796875] precision 0.830545 [0.8,0.854545] precision 0.769937 [0.769231,0.770492] precision 0.809661 [0.790698,0.824561] predictive_accuracy 0.86 predictive_accuracy 0.87 predictive_accuracy 0.92 predictive_accuracy 0.81 predictive_accuracy 0.82 predictive_accuracy 0.82 predictive_accuracy 0.82 predictive_accuracy 0.83 predictive_accuracy 0.77 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 0.86 [0.840909,0.875] recall 0.87 [0.840909,0.892857] recall 0.92 [0.909091,0.928571] recall 0.81 [0.772727,0.839286] recall 0.82 [0.727273,0.892857] recall 0.82 [0.863636,0.785714] recall 0.82 [0.704545,0.910714] recall 0.83 [0.818182,0.839286] recall 0.77 [0.681818,0.839286] recall 0.81 [0.772727,0.839286] relative_absolute_error 0.301412 relative_absolute_error 0.275765 relative_absolute_error 0.181705 relative_absolute_error 0.385993 relative_absolute_error 0.37358 relative_absolute_error 0.387832 relative_absolute_error 0.373496 relative_absolute_error 0.378758 relative_absolute_error 0.474354 relative_absolute_error 0.393775 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 0.360532 root_mean_squared_error 0.347001 root_mean_squared_error 0.278434 root_mean_squared_error 0.423593 root_mean_squared_error 0.410646 root_mean_squared_error 0.418684 root_mean_squared_error 0.417079 root_mean_squared_error 0.401032 root_mean_squared_error 0.467474 root_mean_squared_error 0.425907 root_relative_squared_error 0.726312 root_relative_squared_error 0.699053 root_relative_squared_error 0.560921 root_relative_squared_error 0.853352 root_relative_squared_error 0.827271 root_relative_squared_error 0.843463 root_relative_squared_error 0.84023 root_relative_squared_error 0.807902 root_relative_squared_error 0.941752 root_relative_squared_error 0.858014 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 31.2002 usercpu_time_millis 31.2002 usercpu_time_millis 31.2002 usercpu_time_millis 31.2002 usercpu_time_millis 31.2002 usercpu_time_millis 31.2002 usercpu_time_millis 31.2002 usercpu_time_millis 15.6001 usercpu_time_millis 31.2002 usercpu_time_millis 31.2002 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 31.2002 usercpu_time_millis_training 31.2002 usercpu_time_millis_training 31.2002 usercpu_time_millis_training 31.2002 usercpu_time_millis_training 31.2002 usercpu_time_millis_training 31.2002 usercpu_time_millis_training 31.2002 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 31.2002 usercpu_time_millis_training 31.2002