360202 2 Joaquin Vanschoren 1822 Supervised Classification predictive_accuracy 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 weka weka_3.7.12 60 waveform-5000 https://www.openml.org/data/download/60/dataset_60_waveform-5000.arff -1 1245280 description https://api.openml.org/data/download/1245280/weka_generated_run7922879802022470914.xml -1 1245283 model_readable https://api.openml.org/data/download/1245283/WekaModel_weka.classifiers.functions.LibSVM659197820997986454.model -1 1245282 model_serialized https://api.openml.org/data/download/1245282/WekaSerialized_weka.classifiers.functions.LibSVM4940692297197412254.model -1 1245281 predictions https://api.openml.org/data/download/1245281/weka_generated_predictions557087704084953713.arff area_under_roc_curve 0.896709 [0.876208,0.907177,0.907214] average_cost 0 f_measure 0.861832 [0.842454,0.873088,0.8704] kappa 0.793348 kb_relative_information_score 20287.718044 mean_absolute_error 0.091867 mean_prior_absolute_error 0.444419 number_of_instances 25000 [8460,8265,8275] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic] precision 0.862806 [0.87687,0.862472,0.84876] predictive_accuracy 0.8622 prior_entropy 1.584879 recall 0.8622 [0.810638,0.883969,0.893172] relative_absolute_error 0.206712 root_mean_prior_squared_error 0.471391 root_mean_squared_error 0.303095 root_relative_squared_error 0.642981 scimark_benchmark 1306.928143 [807.8928692539143, 962.0345567561776, 523.7764507793025, 1063.8961096609355, 3177.040728428124] total_cost 0 usercpu_time_millis 29360 usercpu_time_millis_testing 16950 usercpu_time_millis_training 12410 area_under_roc_curve 0.897716 [0.878411,0.912948,0.902245] area_under_roc_curve 0.897749 [0.87639,0.913971,0.903389] area_under_roc_curve 0.894405 [0.875704,0.900857,0.907076] area_under_roc_curve 0.897688 [0.879236,0.902375,0.911866] area_under_roc_curve 0.897208 [0.874148,0.91333,0.904676] area_under_roc_curve 0.896026 [0.873584,0.904017,0.910994] area_under_roc_curve 0.893574 [0.875826,0.896686,0.908617] area_under_roc_curve 0.89569 [0.874396,0.908222,0.904941] area_under_roc_curve 0.897816 [0.877419,0.907916,0.908582] area_under_roc_curve 0.899228 [0.876967,0.911447,0.909784] 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 0.863364 [0.843447,0.881682,0.865442] f_measure 0.863193 [0.842105,0.877193,0.870773] f_measure 0.858959 [0.839178,0.867353,0.870796] f_measure 0.863399 [0.843055,0.868882,0.878716] f_measure 0.862313 [0.842171,0.880428,0.864802] f_measure 0.860648 [0.842105,0.866943,0.873322] f_measure 0.857646 [0.842041,0.862697,0.868558] f_measure 0.860361 [0.841388,0.873072,0.867059] f_measure 0.863167 [0.846633,0.872922,0.870327] f_measure 0.865241 [0.842491,0.879424,0.874336] kappa 0.795428 kappa 0.795445 kappa 0.788822 kappa 0.795414 kappa 0.794272 kappa 0.791879 kappa 0.787051 kappa 0.791262 kappa 0.79547 kappa 0.798437 kb_relative_information_score 2033.484703 kb_relative_information_score 2033.563573 kb_relative_information_score 2018.38879 kb_relative_information_score 2033.416385 kb_relative_information_score 2030.94379 kb_relative_information_score 2025.480467 kb_relative_information_score 2014.358895 kb_relative_information_score 2024.039811 kb_relative_information_score 2033.645734 kb_relative_information_score 2040.395896 mean_absolute_error 0.090933 mean_absolute_error 0.090933 mean_absolute_error 0.093867 mean_absolute_error 0.090933 mean_absolute_error 0.091467 mean_absolute_error 0.092533 mean_absolute_error 0.094667 mean_absolute_error 0.0928 mean_absolute_error 0.090933 mean_absolute_error 0.0896 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,826,828] precision 0.863765 [0.866584,0.874851,0.849825] precision 0.864173 [0.873096,0.848416,0.870773] precision 0.859324 [0.858911,0.867879,0.851211] precision 0.863513 [0.858017,0.86731,0.86534] precision 0.864486 [0.891678,0.866511,0.834646] precision 0.863126 [0.896,0.84838,0.844244] precision 0.859245 [0.877081,0.866911,0.833333] precision 0.861884 [0.884115,0.85681,0.844215] precision 0.86531 [0.895778,0.857643,0.841808] precision 0.865856 [0.871212,0.871581,0.854671] predictive_accuracy 0.8636 predictive_accuracy 0.8636 predictive_accuracy 0.8592 predictive_accuracy 0.8636 predictive_accuracy 0.8628 predictive_accuracy 0.8612 predictive_accuracy 0.858 predictive_accuracy 0.8608 predictive_accuracy 0.8636 predictive_accuracy 0.8656 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 recall 0.8636 [0.821513,0.88862,0.881643] recall 0.8636 [0.813239,0.90799,0.870773] recall 0.8592 [0.820331,0.866828,0.891304] recall 0.8636 [0.828605,0.87046,0.892512] recall 0.8628 [0.797872,0.8948,0.897219] recall 0.8612 [0.794326,0.886336,0.904474] recall 0.858 [0.809693,0.858525,0.906892] recall 0.8608 [0.8026,0.889964,0.891173] recall 0.8636 [0.8026,0.888755,0.900846] recall 0.8656 [0.815603,0.887409,0.894928] relative_absolute_error 0.204612 relative_absolute_error 0.204612 relative_absolute_error 0.211212 relative_absolute_error 0.204612 relative_absolute_error 0.205812 relative_absolute_error 0.208212 relative_absolute_error 0.213012 relative_absolute_error 0.208812 relative_absolute_error 0.204612 relative_absolute_error 0.201612 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_squared_error 0.301552 root_mean_squared_error 0.301552 root_mean_squared_error 0.306377 root_mean_squared_error 0.301552 root_mean_squared_error 0.302435 root_mean_squared_error 0.304193 root_mean_squared_error 0.307679 root_mean_squared_error 0.304631 root_mean_squared_error 0.301552 root_mean_squared_error 0.299333 root_relative_squared_error 0.639706 root_relative_squared_error 0.639706 root_relative_squared_error 0.649942 root_relative_squared_error 0.639706 root_relative_squared_error 0.641579 root_relative_squared_error 0.645309 root_relative_squared_error 0.652706 root_relative_squared_error 0.646238 root_relative_squared_error 0.639706 root_relative_squared_error 0.634999 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 3800 usercpu_time_millis 4940 usercpu_time_millis 3930 usercpu_time_millis 4540 usercpu_time_millis 6110 usercpu_time_millis 4160 usercpu_time_millis 4770 usercpu_time_millis 2960 usercpu_time_millis 4990 usercpu_time_millis 2970 usercpu_time_millis_testing 2430 usercpu_time_millis_testing 3730 usercpu_time_millis_testing 2240 usercpu_time_millis_testing 3010 usercpu_time_millis_testing 3850 usercpu_time_millis_testing 2430 usercpu_time_millis_testing 3080 usercpu_time_millis_testing 1720 usercpu_time_millis_testing 2690 usercpu_time_millis_testing 1770 usercpu_time_millis_training 1370 usercpu_time_millis_training 1210 usercpu_time_millis_training 1690 usercpu_time_millis_training 1530 usercpu_time_millis_training 2260 usercpu_time_millis_training 1730 usercpu_time_millis_training 1690 usercpu_time_millis_training 1240 usercpu_time_millis_training 2300 usercpu_time_millis_training 1200