354692 2 Joaquin Vanschoren 49 Supervised Classification 1172 weka.LibSVM(2) 1924 weka.classifiers.functions.LibSVM -- -S 0 -K 2 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model /Users/joa/Downloads/weka-3-7-12 -seed 1 S 0 1172 K 2 1172 D 3 1172 G 0.0 1172 R 0.0 1172 C 1.0 1172 N 0.5 1172 P 0.1 1172 M 40.0 1172 E 0.001 1172 model /Users/joa/Downloads/weka-3-7-12 1172 seed 1 1172 study_1 weka weka_3.7.12 50 tic-tac-toe https://www.openml.org/data/download/50/dataset_50_tic-tac-toe.arff -1 1223915 description https://api.openml.org/data/download/1223915/weka_generated_run5272122277279117816.xml -1 1223918 model_readable https://api.openml.org/data/download/1223918/WekaModel_weka.classifiers.functions.LibSVM8097345731469514134.model -1 1223917 model_serialized https://api.openml.org/data/download/1223917/WekaSerialized_weka.classifiers.functions.LibSVM1189265971064255281.model -1 1223916 predictions https://api.openml.org/data/download/1223916/weka_generated_predictions6536407337190664729.arff area_under_roc_curve 0.836984 [0.836984,0.836984] average_cost 0 f_measure 0.877373 [0.802817,0.916914] kappa 0.723064 kb_relative_information_score 700.073908 mean_absolute_error 0.11691 mean_prior_absolute_error 0.453008 number_of_instances 958 [332,626] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.894127 [0.966102,0.855956] predictive_accuracy 0.88309 prior_entropy 0.931246 recall 0.88309 [0.686747,0.98722] relative_absolute_error 0.258076 root_mean_prior_squared_error 0.475873 root_mean_squared_error 0.341921 root_relative_squared_error 0.718514 scimark_benchmark 1329.800805 [815.8281714984039, 881.6998331260255, 535.6656558453135, 1076.566655001292, 3339.2437102555236] total_cost 0 usercpu_time_millis 310 usercpu_time_millis_testing 150 usercpu_time_millis_training 160 area_under_roc_curve 0.779942 [0.779942,0.779942] area_under_roc_curve 0.810245 [0.810245,0.810245] area_under_roc_curve 0.878788 [0.878788,0.878788] area_under_roc_curve 0.779942 [0.779942,0.779942] area_under_roc_curve 0.840548 [0.840548,0.840548] area_under_roc_curve 0.916306 [0.916306,0.916306] area_under_roc_curve 0.830171 [0.830171,0.830171] area_under_roc_curve 0.859583 [0.859583,0.859583] area_under_roc_curve 0.818182 [0.818182,0.818182] area_under_roc_curve 0.855572 [0.855572,0.855572] 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 0.831894 [0.716981,0.892086] f_measure 0.856478 [0.763636,0.905109] f_measure 0.913407 [0.862069,0.940299] f_measure 0.831894 [0.716981,0.892086] f_measure 0.88019 [0.807018,0.918519] f_measure 0.936445 [0.903226,0.953846] f_measure 0.868888 [0.793103,0.910448] f_measure 0.892045 [0.833333,0.924242] f_measure 0.865222 [0.777778,0.911765] f_measure 0.890667 [0.827586,0.924242] kappa 0.617834 kappa 0.673981 kappa 0.803982 kappa 0.617834 kappa 0.728395 kappa 0.857355 kappa 0.707317 kappa 0.759519 kappa 0.695513 kappa 0.753886 kb_relative_information_score 61.202433 kb_relative_information_score 65.802895 kb_relative_information_score 77.304049 kb_relative_information_score 61.202433 kb_relative_information_score 70.403356 kb_relative_information_score 81.904511 kb_relative_information_score 69.083471 kb_relative_information_score 73.683933 kb_relative_information_score 67.443183 kb_relative_information_score 72.043645 mean_absolute_error 0.15625 mean_absolute_error 0.135417 mean_absolute_error 0.083333 mean_absolute_error 0.15625 mean_absolute_error 0.114583 mean_absolute_error 0.0625 mean_absolute_error 0.125 mean_absolute_error 0.104167 mean_absolute_error 0.126316 mean_absolute_error 0.105263 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.455339 mean_prior_absolute_error 0.455339 mean_prior_absolute_error 0.453257 mean_prior_absolute_error 0.453257 number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [34,62] number_of_instances 96 [34,62] number_of_instances 95 [33,62] number_of_instances 95 [33,62] precision 0.861924 [0.95,0.815789] precision 0.877956 [0.954545,0.837838] precision 0.926056 [1,0.887324] precision 0.861924 [0.95,0.815789] precision 0.894531 [0.958333,0.861111] precision 0.939173 [0.965517,0.925373] precision 0.886574 [0.958333,0.847222] precision 0.903342 [0.961538,0.871429] precision 0.894168 [1,0.837838] precision 0.902195 [0.96,0.871429] predictive_accuracy 0.84375 predictive_accuracy 0.864583 predictive_accuracy 0.916667 predictive_accuracy 0.84375 predictive_accuracy 0.885417 predictive_accuracy 0.9375 predictive_accuracy 0.875 predictive_accuracy 0.895833 predictive_accuracy 0.873684 predictive_accuracy 0.894737 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 recall 0.84375 [0.575758,0.984127] recall 0.864583 [0.636364,0.984127] recall 0.916667 [0.757576,1] recall 0.84375 [0.575758,0.984127] recall 0.885417 [0.69697,0.984127] recall 0.9375 [0.848485,0.984127] recall 0.875 [0.676471,0.983871] recall 0.895833 [0.735294,0.983871] recall 0.873684 [0.636364,1] recall 0.894737 [0.727273,0.983871] relative_absolute_error 0.345572 relative_absolute_error 0.299496 relative_absolute_error 0.184305 relative_absolute_error 0.345572 relative_absolute_error 0.25342 relative_absolute_error 0.138229 relative_absolute_error 0.274521 relative_absolute_error 0.228768 relative_absolute_error 0.278685 relative_absolute_error 0.232237 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.478316 root_mean_prior_squared_error 0.478316 root_mean_prior_squared_error 0.476134 root_mean_prior_squared_error 0.476134 root_mean_squared_error 0.395285 root_mean_squared_error 0.36799 root_mean_squared_error 0.288675 root_mean_squared_error 0.395285 root_mean_squared_error 0.338502 root_mean_squared_error 0.25 root_mean_squared_error 0.353553 root_mean_squared_error 0.322749 root_mean_squared_error 0.355409 root_mean_squared_error 0.324443 root_relative_squared_error 0.832232 root_relative_squared_error 0.774766 root_relative_squared_error 0.607777 root_relative_squared_error 0.832232 root_relative_squared_error 0.712681 root_relative_squared_error 0.52635 root_relative_squared_error 0.739163 root_relative_squared_error 0.674761 root_relative_squared_error 0.746448 root_relative_squared_error 0.68141 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 150 usercpu_time_millis 150 usercpu_time_millis 150 usercpu_time_millis 150 usercpu_time_millis 140 usercpu_time_millis 150 usercpu_time_millis 150 usercpu_time_millis 140 usercpu_time_millis 150 usercpu_time_millis 140 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 130 usercpu_time_millis_training 140 usercpu_time_millis_training 140 usercpu_time_millis_training 130 usercpu_time_millis_training 140 usercpu_time_millis_training 130