Task
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

32334 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9466, kappa: 0.8688, kb_relative_information_score: 27775.2458, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9465, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4346, scimark_benchmark: 1823.876, usercpu_time_millis: 71.103, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 70.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 3.209, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 2.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1719.8983, usercpu_time_millis: 3.351, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 3.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.5954, kb_relative_information_score: 3092.4452, mean_absolute_error: 0.3803, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4223, root_relative_squared_error: 0.9349, scimark_benchmark: 1733.8711, usercpu_time_millis: 3.328, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 3.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9467, kappa: 0.8691, kb_relative_information_score: 27766.2668, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9466, predictive_accuracy: 0.9468, prior_entropy: 0.863, recall: 0.9468, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4347, scimark_benchmark: 1808.3223, usercpu_time_millis: 68.039, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 67.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1849.3742, usercpu_time_millis: 3.368, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 3.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9315, kappa: 0.8309, kb_relative_information_score: 22920.0357, mean_absolute_error: 0.1476, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9315, predictive_accuracy: 0.9321, prior_entropy: 0.863, recall: 0.9321, relative_absolute_error: 0.3618, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.5237, scimark_benchmark: 1848.7315, usercpu_time_millis: 7.949, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 7.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9289, kappa: 0.8239, kb_relative_information_score: 22297.7009, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9289, predictive_accuracy: 0.9296, prior_entropy: 0.863, recall: 0.9296, relative_absolute_error: 0.3823, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.535, scimark_benchmark: 1844.8352, usercpu_time_millis: 6.466, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 6.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.8881, kappa: 0.7158, kb_relative_information_score: 15515.7285, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9002, predictive_accuracy: 0.8944, prior_entropy: 0.863, recall: 0.8944, relative_absolute_error: 0.6066, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.6666, scimark_benchmark: 1848.2615, usercpu_time_millis: 4.552, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 4.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1921.344, usercpu_time_millis: 2.925, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 2.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9167, kappa: 0.7917, kb_relative_information_score: 18281.2024, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9189, predictive_accuracy: 0.9188, prior_entropy: 0.863, recall: 0.9188, relative_absolute_error: 0.5176, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.6093, scimark_benchmark: 1842.2127, usercpu_time_millis: 4.489, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 4.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9291, kappa: 0.8246, kb_relative_information_score: 22514.6265, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9292, predictive_accuracy: 0.9299, prior_entropy: 0.863, recall: 0.9299, relative_absolute_error: 0.3751, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.5307, scimark_benchmark: 1843.056, usercpu_time_millis: 6.505, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 6.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9451, kappa: 0.8652, kb_relative_information_score: 27366.263, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9451, predictive_accuracy: 0.9453, prior_entropy: 0.863, recall: 0.9453, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.4436, scimark_benchmark: 1783.6443, usercpu_time_millis: 46.74, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 46.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9462, kappa: 0.8678, kb_relative_information_score: 27605.3123, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9461, predictive_accuracy: 0.9463, prior_entropy: 0.863, recall: 0.9463, relative_absolute_error: 0.205, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4398, scimark_benchmark: 1759.025, usercpu_time_millis: 62.096, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 61.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1849.2344, usercpu_time_millis: 3.077, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 2.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1822.6393, usercpu_time_millis: 3.039, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 2.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9467, kappa: 0.8692, kb_relative_information_score: 27725.1626, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9466, predictive_accuracy: 0.9468, prior_entropy: 0.863, recall: 0.9468, relative_absolute_error: 0.2012, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4361, scimark_benchmark: 1755.2463, usercpu_time_millis: 71.058, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 70.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1673.3576, usercpu_time_millis: 4.273, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 3.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1733.8711, usercpu_time_millis: 3.303, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 2.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1830.2261, usercpu_time_millis: 3.141, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 2.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1734.2699, usercpu_time_millis: 3.169, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 2.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1837.4231, usercpu_time_millis: 3.14, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 2.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9139, kappa: 0.7842, kb_relative_information_score: 17896.5512, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9168, predictive_accuracy: 0.9163, prior_entropy: 0.863, recall: 0.9163, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2788, root_relative_squared_error: 0.6171, scimark_benchmark: 1735.1328, usercpu_time_millis: 4.628, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 4.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9224, kappa: 0.8068, kb_relative_information_score: 20105.3446, mean_absolute_error: 0.1866, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9233, predictive_accuracy: 0.9238, prior_entropy: 0.863, recall: 0.9238, relative_absolute_error: 0.4572, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.259, root_relative_squared_error: 0.5733, scimark_benchmark: 1727.4447, usercpu_time_millis: 5.163, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 4.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.8889, kappa: 0.7179, kb_relative_information_score: 15945.2514, mean_absolute_error: 0.242, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9002, predictive_accuracy: 0.8949, prior_entropy: 0.863, recall: 0.8949, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.6579, scimark_benchmark: 1731.5003, usercpu_time_millis: 4.378, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 4.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1734.2663, usercpu_time_millis: 3.431, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 3.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9219, kappa: 0.8057, kb_relative_information_score: 20124.9961, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9229, predictive_accuracy: 0.9234, prior_entropy: 0.863, recall: 0.9234, relative_absolute_error: 0.4559, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2595, root_relative_squared_error: 0.5745, scimark_benchmark: 1974.8375, usercpu_time_millis: 4.904, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 4.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.8383, kappa: 0.5846, kb_relative_information_score: 12868.508, mean_absolute_error: 0.2804, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8711, predictive_accuracy: 0.8543, prior_entropy: 0.863, recall: 0.8543, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.7247, scimark_benchmark: 1712.7809, usercpu_time_millis: 4.616, usercpu_time_millis_testing: 0.323, usercpu_time_millis_training: 4.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9245, kappa: 0.8123, kb_relative_information_score: 20662.0218, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9251, predictive_accuracy: 0.9257, prior_entropy: 0.863, recall: 0.9257, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.5633, scimark_benchmark: 1760.0632, usercpu_time_millis: 5.121, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 4.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1733.8711, usercpu_time_millis: 3.25, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 2.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1734.6706, usercpu_time_millis: 3.353, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 3.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.5954, kb_relative_information_score: 2023.0872, mean_absolute_error: 0.3904, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.9578, scimark_benchmark: 1730.3001, usercpu_time_millis: 3.526, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 3.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9282, kappa: 0.8219, kb_relative_information_score: 22467.2507, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9285, predictive_accuracy: 0.9291, prior_entropy: 0.863, recall: 0.9291, relative_absolute_error: 0.3767, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2396, root_relative_squared_error: 0.5305, scimark_benchmark: 1728.8162, usercpu_time_millis: 5.863, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 5.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9411, kappa: 0.8552, kb_relative_information_score: 26205.8539, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.941, predictive_accuracy: 0.9414, prior_entropy: 0.863, recall: 0.9414, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4652, scimark_benchmark: 1737.532, usercpu_time_millis: 22.293, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 21.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1731.9625, usercpu_time_millis: 3.232, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9429, kappa: 0.8597, kb_relative_information_score: 26876.4754, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9428, predictive_accuracy: 0.9431, prior_entropy: 0.863, recall: 0.9431, relative_absolute_error: 0.2293, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4527, scimark_benchmark: 1731.9625, usercpu_time_millis: 32.188, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 31.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9471, kappa: 0.87, kb_relative_information_score: 27818.2651, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.947, predictive_accuracy: 0.9472, prior_entropy: 0.863, recall: 0.9472, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4339, scimark_benchmark: 1733.299, usercpu_time_millis: 77.088, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 76.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.8978, kappa: 0.742, kb_relative_information_score: 14899.3523, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.904, predictive_accuracy: 0.902, prior_entropy: 0.863, recall: 0.902, relative_absolute_error: 0.6233, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3069, root_relative_squared_error: 0.6794, scimark_benchmark: 1845.7835, usercpu_time_millis: 4.354, usercpu_time_millis_testing: 0.324, usercpu_time_millis_training: 4.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9291, kappa: 0.8244, kb_relative_information_score: 22373.6188, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9292, predictive_accuracy: 0.9298, prior_entropy: 0.863, recall: 0.9298, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.5333, scimark_benchmark: 1847.3406, usercpu_time_millis: 6.615, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 6.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.5954, kb_relative_information_score: 3707.9311, mean_absolute_error: 0.3751, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9193, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4169, root_relative_squared_error: 0.9228, scimark_benchmark: 1834.2427, usercpu_time_millis: 3.323, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 3.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9453, kappa: 0.8656, kb_relative_information_score: 27484.6239, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9452, predictive_accuracy: 0.9454, prior_entropy: 0.863, recall: 0.9454, relative_absolute_error: 0.2092, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.4402, scimark_benchmark: 1851.3688, usercpu_time_millis: 53.989, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 53.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1832.7474, usercpu_time_millis: 3.669, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 3.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9323, kappa: 0.8329, kb_relative_information_score: 23565.0732, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9323, predictive_accuracy: 0.9329, prior_entropy: 0.863, recall: 0.9329, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.5129, scimark_benchmark: 1844.7258, usercpu_time_millis: 8.952, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 8.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.936, kappa: 0.8424, kb_relative_information_score: 24856.9796, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9359, predictive_accuracy: 0.9363, prior_entropy: 0.863, recall: 0.9363, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4915, scimark_benchmark: 1939.9191, usercpu_time_millis: 11.098, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 10.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1732.4384, usercpu_time_millis: 3.244, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1731.6016, usercpu_time_millis: 3.238, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9245, kappa: 0.8122, kb_relative_information_score: 21525.0497, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9252, predictive_accuracy: 0.9258, prior_entropy: 0.863, recall: 0.9258, relative_absolute_error: 0.4082, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.5477, scimark_benchmark: 1763.6419, usercpu_time_millis: 4.954, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 4.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1745.6831, usercpu_time_millis: 3.175, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1737.3601, usercpu_time_millis: 3.185, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 2.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9186, kappa: 0.7967, kb_relative_information_score: 19346.0617, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9202, predictive_accuracy: 0.9204, prior_entropy: 0.863, recall: 0.9204, relative_absolute_error: 0.482, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5893, scimark_benchmark: 1761.1429, usercpu_time_millis: 4.83, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 4.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1823.7131, usercpu_time_millis: 3.2, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 2.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9412, kappa: 0.8553, kb_relative_information_score: 26360.0347, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9411, predictive_accuracy: 0.9414, prior_entropy: 0.863, recall: 0.9414, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.463, scimark_benchmark: 1851.3287, usercpu_time_millis: 22.33, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 22.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.5954, kb_relative_information_score: 539.7997, mean_absolute_error: 0.4035, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9888, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4467, root_relative_squared_error: 0.9889, scimark_benchmark: 1824.4027, usercpu_time_millis: 3.28, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 2.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9416, kappa: 0.8563, kb_relative_information_score: 26525.8897, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9415, predictive_accuracy: 0.9419, prior_entropy: 0.863, recall: 0.9419, relative_absolute_error: 0.241, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.46, scimark_benchmark: 1727.4447, usercpu_time_millis: 28.078, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 27.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1776.9953, usercpu_time_millis: 3.154, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 2.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9468, kappa: 0.8695, kb_relative_information_score: 27766.3408, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9468, predictive_accuracy: 0.9469, prior_entropy: 0.863, recall: 0.9469, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4346, scimark_benchmark: 1730.591, usercpu_time_millis: 73.72, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 73.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1683.282, usercpu_time_millis: 4.382, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 3.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1735.0153, usercpu_time_millis: 3.188, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 2.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1929.2567, usercpu_time_millis: 2.97, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 2.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1728.4686, usercpu_time_millis: 3.329, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 3.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9268, kappa: 0.8183, kb_relative_information_score: 21574.5037, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9272, predictive_accuracy: 0.9278, prior_entropy: 0.863, recall: 0.9278, relative_absolute_error: 0.4074, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.546, scimark_benchmark: 1733.7613, usercpu_time_millis: 5.339, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 5.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1725.2655, usercpu_time_millis: 3.365, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 3.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1760.1116, usercpu_time_millis: 3.273, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 2.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1721.8007, usercpu_time_millis: 3.401, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 3.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1830.7677, usercpu_time_millis: 3.067, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 2.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1729.9318, usercpu_time_millis: 3.218, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 2.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9458, kappa: 0.8669, kb_relative_information_score: 27540.4786, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9457, predictive_accuracy: 0.9459, prior_entropy: 0.863, recall: 0.9459, relative_absolute_error: 0.2074, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.4393, scimark_benchmark: 1738.2679, usercpu_time_millis: 55.972, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 55.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9438, kappa: 0.8619, kb_relative_information_score: 27133.4598, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9437, predictive_accuracy: 0.944, prior_entropy: 0.863, recall: 0.944, relative_absolute_error: 0.2205, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4491, scimark_benchmark: 1818.3365, usercpu_time_millis: 33.701, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 33.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1730.387, usercpu_time_millis: 3.255, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 2.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.944, kappa: 0.8623, kb_relative_information_score: 27080.9665, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9439, predictive_accuracy: 0.9441, prior_entropy: 0.863, recall: 0.9441, relative_absolute_error: 0.2224, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4492, scimark_benchmark: 1846.8212, usercpu_time_millis: 40.012, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 39.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1833.9387, usercpu_time_millis: 3.07, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 2.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1769.9012, usercpu_time_millis: 3.187, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 2.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1725.2655, usercpu_time_millis: 3.246, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 2.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1835.7111, usercpu_time_millis: 3.033, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 2.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9455, kappa: 0.8662, kb_relative_information_score: 27465.3826, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9454, predictive_accuracy: 0.9456, prior_entropy: 0.863, recall: 0.9456, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.4413, scimark_benchmark: 1721.8007, usercpu_time_millis: 52.245, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 51.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1733.8252, usercpu_time_millis: 3.257, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 2.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1733.4112, usercpu_time_millis: 3.192, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 2.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1868.6406, usercpu_time_millis: 3.022, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 2.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9158, kappa: 0.7895, kb_relative_information_score: 18366.854, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9178, predictive_accuracy: 0.9178, prior_entropy: 0.863, recall: 0.9178, relative_absolute_error: 0.5153, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.6074, scimark_benchmark: 1841.8022, usercpu_time_millis: 4.363, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 4.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9386, kappa: 0.849, kb_relative_information_score: 25506.9246, mean_absolute_error: 0.1124, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9385, predictive_accuracy: 0.9389, prior_entropy: 0.863, recall: 0.9389, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.478, scimark_benchmark: 1728.4118, usercpu_time_millis: 16.032, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 15.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1842.3188, usercpu_time_millis: 3.134, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 2.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9301, kappa: 0.8272, kb_relative_information_score: 22809.7688, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9302, predictive_accuracy: 0.9309, prior_entropy: 0.863, recall: 0.9309, relative_absolute_error: 0.3652, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.5251, scimark_benchmark: 1845.8269, usercpu_time_millis: 6.58, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 6.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1853.1345, usercpu_time_millis: 3.099, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 2.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9202, kappa: 0.8012, kb_relative_information_score: 20776.0419, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9214, predictive_accuracy: 0.9218, prior_entropy: 0.863, recall: 0.9218, relative_absolute_error: 0.4354, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.5633, scimark_benchmark: 1844.1371, usercpu_time_millis: 9.377, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 9.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1729.0734, usercpu_time_millis: 3.198, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1733.9326, usercpu_time_millis: 3.224, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 2.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.851, kappa: 0.6199, kb_relative_information_score: 10706.7462, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8662, predictive_accuracy: 0.8614, prior_entropy: 0.863, recall: 0.8614, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3487, root_relative_squared_error: 0.7719, scimark_benchmark: 1854.4951, usercpu_time_millis: 3.401, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 3.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1730.5329, usercpu_time_millis: 3.256, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 2.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9321, kappa: 0.8325, kb_relative_information_score: 23358.0653, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.932, predictive_accuracy: 0.9326, prior_entropy: 0.863, recall: 0.9326, relative_absolute_error: 0.3469, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.5163, scimark_benchmark: 1847.4248, usercpu_time_millis: 7.685, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 7.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1785.2268, usercpu_time_millis: 3.183, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 2.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1775.7589, usercpu_time_millis: 3.675, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 3.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.5954, kb_relative_information_score: 1327.6378, mean_absolute_error: 0.3966, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9718, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.9723, scimark_benchmark: 1695.4292, usercpu_time_millis: 4.677, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 4.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9188, kappa: 0.7974, kb_relative_information_score: 20601.0148, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9201, predictive_accuracy: 0.9205, prior_entropy: 0.863, recall: 0.9205, relative_absolute_error: 0.4412, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2562, root_relative_squared_error: 0.5671, scimark_benchmark: 1766.5232, usercpu_time_millis: 9.905, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 9.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9409, kappa: 0.8546, kb_relative_information_score: 26115.482, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9408, predictive_accuracy: 0.9411, prior_entropy: 0.863, recall: 0.9411, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.466, scimark_benchmark: 1722.2536, usercpu_time_millis: 28.919, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 28.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1764.119, usercpu_time_millis: 3.162, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 2.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1762.8473, usercpu_time_millis: 3.108, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 2.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1734.6706, usercpu_time_millis: 3.259, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 2.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1849.7595, usercpu_time_millis: 3.057, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 2.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1723.0604, usercpu_time_millis: 3.335, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 3.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9197, kappa: 0.7997, kb_relative_information_score: 19221.0076, mean_absolute_error: 0.1985, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9211, predictive_accuracy: 0.9214, prior_entropy: 0.863, recall: 0.9214, relative_absolute_error: 0.4863, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.267, root_relative_squared_error: 0.5911, scimark_benchmark: 1719.0219, usercpu_time_millis: 5.163, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 4.847,

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