Task
Supervised Classification on meta_stream_intervals.arff

Supervised Classification on meta_stream_intervals.arff

Task 2276 Supervised Classification meta_stream_intervals.arff 133 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

133 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9919, kappa: 0.9883, kb_relative_information_score: 44573.1913, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 2.3329, recall: 0.9919, relative_absolute_error: 0.012, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0344, root_relative_squared_error: 0.1488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3442, kb_relative_information_score: 8304.8612, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2746, root_relative_squared_error: 1.1865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9939, kappa: 0.9912, kb_relative_information_score: 44682.5152, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 2.3329, recall: 0.9939, relative_absolute_error: 0.0088, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0307, root_relative_squared_error: 0.1327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8366, kappa: 0.7651, kb_relative_information_score: 31255.5053, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8374, predictive_accuracy: 0.8409, prior_entropy: 2.3329, recall: 0.8409, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.142, root_relative_squared_error: 0.6134, scimark_benchmark: 851.2074, usercpu_time_millis: 516920, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 516810,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.965, kappa: 0.9502, kb_relative_information_score: 42576.4797, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9651, predictive_accuracy: 0.9655, prior_entropy: 2.3329, recall: 0.9655, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.3147, scimark_benchmark: 941.3142, usercpu_time_millis: 389430, usercpu_time_millis_testing: 231360, usercpu_time_millis_training: 158070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 819.5729, usercpu_time_millis: 16600, usercpu_time_millis_testing: 320, usercpu_time_millis_training: 16280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8366, kappa: 0.7651, kb_relative_information_score: 31255.5053, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8374, predictive_accuracy: 0.8409, prior_entropy: 2.3329, recall: 0.8409, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.142, root_relative_squared_error: 0.6134, scimark_benchmark: 944.0133, usercpu_time_millis: 479480, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 479360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9946, kappa: 0.9922, kb_relative_information_score: 44665.1792, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 2.3329, recall: 0.9946, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.1097, scimark_benchmark: 943.2803, usercpu_time_millis: 7098570, usercpu_time_millis_testing: 743180, usercpu_time_millis_training: 6355390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9946, kappa: 0.9922, kb_relative_information_score: 44664.5568, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 2.3329, recall: 0.9946, relative_absolute_error: 0.0176, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0255, root_relative_squared_error: 0.1102, scimark_benchmark: 859.5223, usercpu_time_millis: 3628660, usercpu_time_millis_testing: 379210, usercpu_time_millis_training: 3249450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9947, kappa: 0.9923, kb_relative_information_score: 44658.7212, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 2.3329, recall: 0.9947, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0258, root_relative_squared_error: 0.1117, scimark_benchmark: 899.0468, usercpu_time_millis: 1914580, usercpu_time_millis_testing: 193810, usercpu_time_millis_training: 1720770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9944, kappa: 0.9919, kb_relative_information_score: 44665.1759, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 2.3329, recall: 0.9944, relative_absolute_error: 0.0173, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.1126, scimark_benchmark: 918.0831, usercpu_time_millis: 933810, usercpu_time_millis_testing: 76930, usercpu_time_millis_training: 856880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9939, kappa: 0.9913, kb_relative_information_score: 44646.1804, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 2.3329, recall: 0.9939, relative_absolute_error: 0.0173, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0272, root_relative_squared_error: 0.1175, scimark_benchmark: 894.7131, usercpu_time_millis: 480140, usercpu_time_millis_testing: 21360, usercpu_time_millis_training: 458780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9481, kappa: 0.9258, kb_relative_information_score: 40480.5115, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.948, predictive_accuracy: 0.9486, prior_entropy: 2.3329, recall: 0.9486, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.082, root_relative_squared_error: 0.3541, scimark_benchmark: 941.9549, usercpu_time_millis: 30760, usercpu_time_millis_testing: 970, usercpu_time_millis_training: 29790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 936.1714, usercpu_time_millis: 5130, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 5080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 936.1714, usercpu_time_millis: 5660, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 5600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 935.6052, usercpu_time_millis: 5890, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 5830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 938.3115, usercpu_time_millis: 5800, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 5750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 935.6052, usercpu_time_millis: 6170, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 6110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3442, kb_relative_information_score: 8304.8612, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2746, root_relative_squared_error: 1.1865, scimark_benchmark: 938.3115, usercpu_time_millis: 340, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9935, kappa: 0.9907, kb_relative_information_score: 44648.6667, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9935, predictive_accuracy: 0.9935, prior_entropy: 2.3329, recall: 0.9935, relative_absolute_error: 0.0157, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0286, root_relative_squared_error: 0.1234, scimark_benchmark: 941.9549, usercpu_time_millis: 409550, usercpu_time_millis_testing: 8310, usercpu_time_millis_training: 401240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9911, kappa: 0.9872, kb_relative_information_score: 44570.5781, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9911, predictive_accuracy: 0.9911, prior_entropy: 2.3329, recall: 0.9911, relative_absolute_error: 0.0146, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0328, root_relative_squared_error: 0.1416, scimark_benchmark: 906.0884, usercpu_time_millis: 17807420, usercpu_time_millis_testing: 430, usercpu_time_millis_training: 17806990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6618, f_measure: 0.3442, kb_relative_information_score: 6768.3888, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9479, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.9723, scimark_benchmark: 931.7994, usercpu_time_millis: 1170, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 1090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 923.509, usercpu_time_millis: 11730, usercpu_time_millis_testing: 320, usercpu_time_millis_training: 11410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8366, kappa: 0.7651, kb_relative_information_score: 31255.5053, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8374, predictive_accuracy: 0.8409, prior_entropy: 2.3329, recall: 0.8409, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.142, root_relative_squared_error: 0.6134, scimark_benchmark: 941.6062, usercpu_time_millis: 417490, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 417380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 915.9028, usercpu_time_millis: 8460, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 8120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1322.5413, usercpu_time_millis: 7510, usercpu_time_millis_testing: 290, usercpu_time_millis_training: 7220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9926, kappa: 0.9893, kb_relative_information_score: 44547.795, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 2.3329, recall: 0.9926, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.1279, scimark_benchmark: 1336.0954, usercpu_time_millis: 173800, usercpu_time_millis_testing: 530, usercpu_time_millis_training: 173270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1333.6736, usercpu_time_millis: 5730, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 5480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8366, kappa: 0.7651, kb_relative_information_score: 31255.5053, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8374, predictive_accuracy: 0.8409, prior_entropy: 2.3329, recall: 0.8409, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.142, root_relative_squared_error: 0.6134, scimark_benchmark: 1345.7919, usercpu_time_millis: 564820, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 564720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9926, kappa: 0.9893, kb_relative_information_score: 44553.6365, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 2.3329, recall: 0.9926, relative_absolute_error: 0.0204, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0294, root_relative_squared_error: 0.1269, scimark_benchmark: 1350.007, usercpu_time_millis: 315650, usercpu_time_millis_testing: 1050, usercpu_time_millis_training: 314600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1373.7859, usercpu_time_millis: 3290, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 3090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8355, f_measure: 0.4615, kappa: 0.2609, kb_relative_information_score: 14030.7295, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.4673, predictive_accuracy: 0.582, prior_entropy: 2.3329, recall: 0.582, relative_absolute_error: 0.8432, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.9078, scimark_benchmark: 1059.8591, usercpu_time_millis: 107528130, usercpu_time_millis_testing: 107528130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9921, kappa: 0.9885, kb_relative_information_score: 44542.7175, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9921, predictive_accuracy: 0.992, prior_entropy: 2.3329, recall: 0.992, relative_absolute_error: 0.0126, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0335, root_relative_squared_error: 0.1447, scimark_benchmark: 938.0414, usercpu_time_millis: 140801100, usercpu_time_millis_testing: 440, usercpu_time_millis_training: 140800660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1261.7298, usercpu_time_millis: 8930, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 8670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9529, kappa: 0.9324, kb_relative_information_score: 41409.3708, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9529, predictive_accuracy: 0.953, prior_entropy: 2.3329, recall: 0.953, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0767, root_relative_squared_error: 0.3312, scimark_benchmark: 1337.6765, usercpu_time_millis: 1509010, usercpu_time_millis_testing: 500, usercpu_time_millis_training: 1508510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1347.993, usercpu_time_millis: 5570, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 5310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9837, kappa: 0.9766, kb_relative_information_score: 44042.0066, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9837, predictive_accuracy: 0.9837, prior_entropy: 2.3329, recall: 0.9837, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0479, root_relative_squared_error: 0.207, scimark_benchmark: 942.9708, usercpu_time_millis: 347990, usercpu_time_millis_testing: 74900, usercpu_time_millis_training: 273090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9593, kappa: 0.9415, kb_relative_information_score: 42493.2379, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9598, predictive_accuracy: 0.9593, prior_entropy: 2.3329, recall: 0.9593, relative_absolute_error: 0.0584, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0768, root_relative_squared_error: 0.3318, scimark_benchmark: 942.9708, usercpu_time_millis: 151691050, usercpu_time_millis_testing: 151691040, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1339.8573, usercpu_time_millis: 6450, usercpu_time_millis_testing: 280, usercpu_time_millis_training: 6170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9921, kappa: 0.9885, kb_relative_information_score: 44542.7175, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9921, predictive_accuracy: 0.992, prior_entropy: 2.3329, recall: 0.992, relative_absolute_error: 0.0126, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0335, root_relative_squared_error: 0.1447, scimark_benchmark: 930.5999, usercpu_time_millis: 137183100, usercpu_time_millis_testing: 450, usercpu_time_millis_training: 137182650,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9902, kappa: 0.9859, kb_relative_information_score: 44394.843, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9902, predictive_accuracy: 0.9902, prior_entropy: 2.3329, recall: 0.9902, relative_absolute_error: 0.0175, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0375, root_relative_squared_error: 0.162, scimark_benchmark: 1064.8317, usercpu_time_millis: 68010, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 67960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1350.2369, usercpu_time_millis: 6070, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 5800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9884, kappa: 0.9833, kb_relative_information_score: 44038.3893, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9884, predictive_accuracy: 0.9884, prior_entropy: 2.3329, recall: 0.9884, relative_absolute_error: 0.0395, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0384, root_relative_squared_error: 0.166, scimark_benchmark: 1341.2341, usercpu_time_millis: 1284970, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 1284860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1321.5205, usercpu_time_millis: 6370, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 6110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8366, kappa: 0.7651, kb_relative_information_score: 31255.5053, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8374, predictive_accuracy: 0.8409, prior_entropy: 2.3329, recall: 0.8409, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.142, root_relative_squared_error: 0.6134, scimark_benchmark: 1320.9026, usercpu_time_millis: 365590, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 365490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8366, kappa: 0.7651, kb_relative_information_score: 31255.5053, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8374, predictive_accuracy: 0.8409, prior_entropy: 2.3329, recall: 0.8409, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.142, root_relative_squared_error: 0.6134, scimark_benchmark: 1319.4881, usercpu_time_millis: 419660, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 419560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.3442, kb_relative_information_score: 0.8693, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2315, root_relative_squared_error: 1, scimark_benchmark: 1322.4968, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5026, f_measure: 0.3523, kappa: 0.0095, kb_relative_information_score: 8454.5566, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.4921, predictive_accuracy: 0.508, prior_entropy: 2.3329, recall: 0.508, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2751, root_relative_squared_error: 1.1886, scimark_benchmark: 1206.8386, usercpu_time_millis: 27805330, usercpu_time_millis_testing: 2103660, usercpu_time_millis_training: 25701670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9925, kappa: 0.9892, kb_relative_information_score: 44651.2735, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 2.3329, recall: 0.9925, relative_absolute_error: 0.0125, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0306, root_relative_squared_error: 0.1323, scimark_benchmark: 935.5075, usercpu_time_millis: 1255310, usercpu_time_millis_testing: 950, usercpu_time_millis_training: 1254360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.532, f_measure: 0.2971, kappa: 0.0615, kb_relative_information_score: 2537.6551, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.3488, predictive_accuracy: 0.2766, prior_entropy: 2.3329, recall: 0.2766, relative_absolute_error: 1.0385, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.3336, root_relative_squared_error: 1.4413, scimark_benchmark: 934.4732, usercpu_time_millis: 540540, usercpu_time_millis_testing: 190, usercpu_time_millis_training: 540350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9662, kappa: 0.9517, kb_relative_information_score: 42723.6378, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9663, predictive_accuracy: 0.9665, prior_entropy: 2.3329, recall: 0.9665, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.3104, scimark_benchmark: 1346.4887, usercpu_time_millis: 2196120, usercpu_time_millis_testing: 3640, usercpu_time_millis_training: 2192480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9659, kappa: 0.9511, kb_relative_information_score: 42754.279, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9658, predictive_accuracy: 0.9659, prior_entropy: 2.3329, recall: 0.9659, relative_absolute_error: 0.0493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.3127, scimark_benchmark: 1327.9121, usercpu_time_millis: 227990, usercpu_time_millis_testing: 227980, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9901, kappa: 0.9858, kb_relative_information_score: 44356.485, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9901, predictive_accuracy: 0.9901, prior_entropy: 2.3329, recall: 0.9901, relative_absolute_error: 0.0183, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0376, root_relative_squared_error: 0.1624, scimark_benchmark: 1371.9645, usercpu_time_millis: 178280, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 178190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9887, kappa: 0.9838, kb_relative_information_score: 44280.9964, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 2.3329, recall: 0.9887, relative_absolute_error: 0.0174, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.041, root_relative_squared_error: 0.177, scimark_benchmark: 1311.1837, usercpu_time_millis: 28110, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 27930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9936, kappa: 0.9908, kb_relative_information_score: 44567.8644, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 2.3329, recall: 0.9936, relative_absolute_error: 0.0209, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0278, root_relative_squared_error: 0.1201, scimark_benchmark: 1275.9462, usercpu_time_millis: 169650, usercpu_time_millis_testing: 3530, usercpu_time_millis_training: 166120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9931, kappa: 0.9901, kb_relative_information_score: 44553.6994, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 2.3329, recall: 0.9931, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0289, root_relative_squared_error: 0.1249, scimark_benchmark: 1299.9482, usercpu_time_millis: 23120, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 22730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9603, kappa: 0.9431, kb_relative_information_score: 42474.7679, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9602, predictive_accuracy: 0.9604, prior_entropy: 2.3329, recall: 0.9604, relative_absolute_error: 0.0635, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0744, root_relative_squared_error: 0.3216, scimark_benchmark: 912.5006, usercpu_time_millis: 21860, usercpu_time_millis_testing: 470, usercpu_time_millis_training: 21390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9603, kappa: 0.9431, kb_relative_information_score: 42474.7679, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9602, predictive_accuracy: 0.9604, prior_entropy: 2.3329, recall: 0.9604, relative_absolute_error: 0.0635, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0744, root_relative_squared_error: 0.3216, scimark_benchmark: 1360.2771, usercpu_time_millis: 14130, usercpu_time_millis_testing: 400, usercpu_time_millis_training: 13730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9894, kappa: 0.9848, kb_relative_information_score: 44350.2806, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 2.3329, recall: 0.9894, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1653, scimark_benchmark: 1350.9691, usercpu_time_millis: 6650, usercpu_time_millis_testing: 290, usercpu_time_millis_training: 6360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.5788, kappa: 0.4764, kb_relative_information_score: 24038.9417, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.7214, predictive_accuracy: 0.574, prior_entropy: 2.3329, recall: 0.574, relative_absolute_error: 0.6237, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2505, root_relative_squared_error: 1.0823, scimark_benchmark: 924.1296, usercpu_time_millis: 11050, usercpu_time_millis_testing: 9910, usercpu_time_millis_training: 1140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.5757, kappa: 0.4732, kb_relative_information_score: 23962.8272, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.7198, predictive_accuracy: 0.571, prior_entropy: 2.3329, recall: 0.571, relative_absolute_error: 0.6257, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.251, root_relative_squared_error: 1.0842, scimark_benchmark: 1297.6356, usercpu_time_millis: 23550, usercpu_time_millis_testing: 22680, usercpu_time_millis_training: 870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.645, kappa: 0.5384, kb_relative_information_score: 20561.7126, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.6305, predictive_accuracy: 0.7093, prior_entropy: 2.3329, recall: 0.7093, relative_absolute_error: 0.5837, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.7843, scimark_benchmark: 1413.089, usercpu_time_millis: 8100, usercpu_time_millis_testing: 160, usercpu_time_millis_training: 7940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9659, kappa: 0.9511, kb_relative_information_score: 42762.2153, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9658, predictive_accuracy: 0.9659, prior_entropy: 2.3329, recall: 0.9659, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.3127, scimark_benchmark: 1341.994, usercpu_time_millis: 2374350, usercpu_time_millis_testing: 2374310, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.701, f_measure: 0.4276, kappa: 0.2412, kb_relative_information_score: 8935.9161, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.3746, predictive_accuracy: 0.5213, prior_entropy: 2.3329, recall: 0.5213, relative_absolute_error: 0.9035, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9506, scimark_benchmark: 1264.6103, usercpu_time_millis: 416860, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 416820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9768, kappa: 0.9666, kb_relative_information_score: 36827.2156, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9771, predictive_accuracy: 0.977, prior_entropy: 2.3329, recall: 0.977, relative_absolute_error: 0.2932, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.3895, scimark_benchmark: 1335.693, usercpu_time_millis: 84960, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 84650,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 1464.9318, usercpu_time_millis: 1350, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 1310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9856, kappa: 0.9794, kb_relative_information_score: 44104.4621, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9856, predictive_accuracy: 0.9857, prior_entropy: 2.3329, recall: 0.9857, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.047, root_relative_squared_error: 0.203, scimark_benchmark: 1321.7236, usercpu_time_millis: 420, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8366, kappa: 0.7651, kb_relative_information_score: 31255.5053, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8374, predictive_accuracy: 0.8409, prior_entropy: 2.3329, recall: 0.8409, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.142, root_relative_squared_error: 0.6134, scimark_benchmark: 1307.8775, usercpu_time_millis: 265510, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 265400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9911, kb_relative_information_score: 44569.7312, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 2.3329, recall: 0.9938, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0277, root_relative_squared_error: 0.1197, scimark_benchmark: 1332.4146, usercpu_time_millis: 328630, usercpu_time_millis_testing: 7880, usercpu_time_millis_training: 320750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9936, kappa: 0.9908, kb_relative_information_score: 44567.6448, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 2.3329, recall: 0.9936, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0279, root_relative_squared_error: 0.1206, scimark_benchmark: 934.1747, usercpu_time_millis: 133980, usercpu_time_millis_testing: 1520, usercpu_time_millis_training: 132460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9672, kappa: 0.9529, kb_relative_information_score: 41593.1121, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9672, predictive_accuracy: 0.9673, prior_entropy: 2.3329, recall: 0.9673, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0675, root_relative_squared_error: 0.2917, scimark_benchmark: 918.0213, usercpu_time_millis: 338690, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 338570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.9893, kb_relative_information_score: 44552.1664, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 2.3329, recall: 0.9925, relative_absolute_error: 0.0204, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0294, root_relative_squared_error: 0.1269, scimark_benchmark: 1344.3348, usercpu_time_millis: 410840, usercpu_time_millis_testing: 2240, usercpu_time_millis_training: 408600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9925, kappa: 0.9892, kb_relative_information_score: 44554.266, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 2.3329, recall: 0.9925, relative_absolute_error: 0.0202, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0297, root_relative_squared_error: 0.1281, scimark_benchmark: 1337.8431, usercpu_time_millis: 64410, usercpu_time_millis_testing: 220, usercpu_time_millis_training: 64190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9923, kappa: 0.989, kb_relative_information_score: 44548.9144, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 2.3329, recall: 0.9923, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0301, root_relative_squared_error: 0.1302, scimark_benchmark: 1413.089, usercpu_time_millis: 32530, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 32390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.6795, kappa: 0.5784, kb_relative_information_score: 8760.131, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8063, predictive_accuracy: 0.6578, prior_entropy: 2.3329, recall: 0.6578, relative_absolute_error: 1.1227, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2338, root_relative_squared_error: 1.0101, scimark_benchmark: 1321.6263, usercpu_time_millis: 2990, usercpu_time_millis_testing: 2390, usercpu_time_millis_training: 600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.3442, kb_relative_information_score: 0.8693, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2315, root_relative_squared_error: 1, scimark_benchmark: 1339.4189, usercpu_time_millis: 180, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6685, f_measure: 0.565, kappa: 0.3491, kb_relative_information_score: -936.487, mean_absolute_error: 0.1346, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.6529, predictive_accuracy: 0.6388, prior_entropy: 2.3329, recall: 0.6388, relative_absolute_error: 1.2557, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.1091, scimark_benchmark: 1321.6263, usercpu_time_millis: 370, usercpu_time_millis_testing: 330, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9922, kappa: 0.9889, kb_relative_information_score: 44458.6566, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9922, predictive_accuracy: 0.9923, prior_entropy: 2.3329, recall: 0.9923, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.1352, scimark_benchmark: 940.0008, usercpu_time_millis: 3553290, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 3553170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6613, f_measure: 0.2384, kappa: 0.3022, kb_relative_information_score: 16453.2976, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.185, predictive_accuracy: 0.3745, prior_entropy: 2.3329, recall: 0.3745, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.3095, root_relative_squared_error: 1.3373, scimark_benchmark: 899.5042, usercpu_time_millis: 12800, usercpu_time_millis_testing: 2210, usercpu_time_millis_training: 10590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9932, kappa: 0.9903, kb_relative_information_score: 44558.1778, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 2.3329, recall: 0.9932, relative_absolute_error: 0.021, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0283, root_relative_squared_error: 0.1223, scimark_benchmark: 1299.5783, usercpu_time_millis: 36500, usercpu_time_millis_testing: 610, usercpu_time_millis_training: 35890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9779, kappa: 0.9684, kb_relative_information_score: 43120.1044, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9779, predictive_accuracy: 0.978, prior_entropy: 2.3329, recall: 0.978, relative_absolute_error: 0.0747, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0515, root_relative_squared_error: 0.2223, scimark_benchmark: 1369.9744, usercpu_time_millis: 602080, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 601970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9332, kappa: 0.9037, kb_relative_information_score: 38879.613, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9344, predictive_accuracy: 0.934, prior_entropy: 2.3329, recall: 0.934, relative_absolute_error: 0.2221, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.092, root_relative_squared_error: 0.3975, scimark_benchmark: 1321.527, usercpu_time_millis: 140690, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 140580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9746, kappa: 0.9633, kb_relative_information_score: 43446.947, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9754, predictive_accuracy: 0.9744, prior_entropy: 2.3329, recall: 0.9744, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.057, root_relative_squared_error: 0.2461, scimark_benchmark: 1310.3951, usercpu_time_millis: 7390, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 7280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 1372.2145, usercpu_time_millis: 3910, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 932.0242, usercpu_time_millis: 5570, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 5510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 1304.9611, usercpu_time_millis: 4330, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 4280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 889.3151, usercpu_time_millis: 5100, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 5040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.3442, kb_relative_information_score: 6705.855, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 2.3329, recall: 0.5097, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9744, scimark_benchmark: 1372.2145, usercpu_time_millis: 4140, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 4100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9715, kappa: 0.9593, kb_relative_information_score: 43343.635, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9716, predictive_accuracy: 0.9717, prior_entropy: 2.3329, recall: 0.9717, relative_absolute_error: 0.0576, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.2481, scimark_benchmark: 1324.8395, usercpu_time_millis: 323680, usercpu_time_millis_testing: 323670, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9699, kappa: 0.957, kb_relative_information_score: 43342.5467, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9699, predictive_accuracy: 0.9701, prior_entropy: 2.3329, recall: 0.9701, relative_absolute_error: 0.0543, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0595, root_relative_squared_error: 0.2572, scimark_benchmark: 1304.9611, usercpu_time_millis: 298060, usercpu_time_millis_testing: 298040, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.8709, kappa: 0.8159, kb_relative_information_score: 2005.617, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.8746, predictive_accuracy: 0.8743, prior_entropy: 2.3329, recall: 0.8743, relative_absolute_error: 1.215, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2483, root_relative_squared_error: 1.0729, scimark_benchmark: 876.0664, usercpu_time_millis: 5530470, usercpu_time_millis_testing: 1751330, usercpu_time_millis_training: 3779140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9408, kappa: 0.9163, kb_relative_information_score: 2211.0594, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.942, predictive_accuracy: 0.9421, prior_entropy: 2.3329, recall: 0.9421, relative_absolute_error: 1.2132, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.2479, root_relative_squared_error: 1.0709, scimark_benchmark: 1318.1432, usercpu_time_millis: 580490, usercpu_time_millis_testing: 790, usercpu_time_millis_training: 579700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9525, kappa: 0.9317, kb_relative_information_score: 41318.3669, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9526, predictive_accuracy: 0.9525, prior_entropy: 2.3329, recall: 0.9525, relative_absolute_error: 0.1372, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.3346, scimark_benchmark: 912.5006, usercpu_time_millis: 1802750, usercpu_time_millis_testing: 800, usercpu_time_millis_training: 1801950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9909, kappa: 0.987, kb_relative_information_score: 43710.6624, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 2.3329, recall: 0.9909, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0393, root_relative_squared_error: 0.1698, scimark_benchmark: 1369.9744, usercpu_time_millis: 7501120, usercpu_time_millis_testing: 68370, usercpu_time_millis_training: 7432750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.532, f_measure: 0.2971, kappa: 0.0615, kb_relative_information_score: 2537.6551, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.3488, predictive_accuracy: 0.2766, prior_entropy: 2.3329, recall: 0.2766, relative_absolute_error: 1.0385, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.3336, root_relative_squared_error: 1.4413, scimark_benchmark: 1386.5717, usercpu_time_millis: 965870, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 965690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.8933, kappa: 0.8253, kb_relative_information_score: 38879.2143, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9271, predictive_accuracy: 0.8713, prior_entropy: 2.3329, recall: 0.8713, relative_absolute_error: 0.1852, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.5975, scimark_benchmark: 1250.8301, usercpu_time_millis: 10660, usercpu_time_millis_testing: 3710, usercpu_time_millis_training: 6950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9918, kb_relative_information_score: 44612.9511, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 2.3329, recall: 0.9943, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0269, root_relative_squared_error: 0.1161, scimark_benchmark: 825.5282, usercpu_time_millis: 105430, usercpu_time_millis_testing: 3980, usercpu_time_millis_training: 101450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9889, kappa: 0.9842, kb_relative_information_score: 44303.9838, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1072, number_of_instances: 45164, precision: 0.9889, predictive_accuracy: 0.989, prior_entropy: 2.3329, recall: 0.989, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.2315, root_mean_squared_error: 0.0412, root_relative_squared_error: 0.1779, scimark_benchmark: 1346.9602, usercpu_time_millis: 1430, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 1360,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs