Task
Supervised Classification on madelon

Supervised Classification on madelon

Task 145853 Supervised Classification madelon 38804 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.5468, kappa: 0.0992, kb_relative_information_score: 169.0069, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5509, predictive_accuracy: 0.5496, prior_entropy: 1, recall: 0.5496, relative_absolute_error: 0.9417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5204, root_relative_squared_error: 1.0409, scimark_benchmark: 1857.6392, usercpu_time_millis: 18.366, usercpu_time_millis_testing: 18.253, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.5607, kappa: 0.1292, kb_relative_information_score: 165.2706, mean_absolute_error: 0.4726, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.567, predictive_accuracy: 0.5646, prior_entropy: 1, recall: 0.5646, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5042, root_relative_squared_error: 1.0084, scimark_benchmark: 1822.6797, usercpu_time_millis: 12.856, usercpu_time_millis_testing: 12.742, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5958, f_measure: 0.5621, kappa: 0.1338, kb_relative_information_score: 161.6775, mean_absolute_error: 0.4736, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.57, predictive_accuracy: 0.5669, prior_entropy: 1, recall: 0.5669, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1849.8294, usercpu_time_millis: 15.252, usercpu_time_millis_testing: 15.139, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5613, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 181.6124, mean_absolute_error: 0.4651, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9302, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5945, root_relative_squared_error: 1.1889, scimark_benchmark: 1851.3986, usercpu_time_millis: 13.517, usercpu_time_millis_testing: 13.406, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5791, f_measure: 0.5499, kappa: 0.1054, kb_relative_information_score: 169.2743, mean_absolute_error: 0.471, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.554, predictive_accuracy: 0.5527, prior_entropy: 1, recall: 0.5527, relative_absolute_error: 0.942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5168, root_relative_squared_error: 1.0335, scimark_benchmark: 1753.0913, usercpu_time_millis: 16.227, usercpu_time_millis_testing: 16.111, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.5636, kappa: 0.1392, kb_relative_information_score: 155.8344, mean_absolute_error: 0.475, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5737, predictive_accuracy: 0.5696, prior_entropy: 1, recall: 0.5696, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1856.9289, usercpu_time_millis: 14.892, usercpu_time_millis_testing: 14.784, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.5415, kappa: 0.0869, kb_relative_information_score: 172.4979, mean_absolute_error: 0.4688, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5442, predictive_accuracy: 0.5435, prior_entropy: 1, recall: 0.5435, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.0898, scimark_benchmark: 1731.9625, usercpu_time_millis: 15.306, usercpu_time_millis_testing: 15.186, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.5415, kappa: 0.0869, kb_relative_information_score: 172.4979, mean_absolute_error: 0.4688, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5442, predictive_accuracy: 0.5435, prior_entropy: 1, recall: 0.5435, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.0898, scimark_benchmark: 1832.5187, usercpu_time_millis: 14.06, usercpu_time_millis_testing: 13.942, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5998, f_measure: 0.5623, kappa: 0.1354, kb_relative_information_score: 157.7238, mean_absolute_error: 0.4745, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5712, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9943, scimark_benchmark: 1757.0324, usercpu_time_millis: 12.874, usercpu_time_millis_testing: 12.752, usercpu_time_millis_training: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5614, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 179.1211, mean_absolute_error: 0.4663, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5713, root_relative_squared_error: 1.1426, scimark_benchmark: 1804.1679, usercpu_time_millis: 27.89, usercpu_time_millis_testing: 27.773, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 178.0989, mean_absolute_error: 0.4655, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6331, root_relative_squared_error: 1.2661, scimark_benchmark: 1836.9686, usercpu_time_millis: 13.851, usercpu_time_millis_testing: 13.734, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5934, f_measure: 0.5628, kappa: 0.1346, kb_relative_information_score: 163.6353, mean_absolute_error: 0.4731, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5702, predictive_accuracy: 0.5673, prior_entropy: 1, recall: 0.5673, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0036, scimark_benchmark: 1730.1903, usercpu_time_millis: 16.744, usercpu_time_millis_testing: 16.622, usercpu_time_millis_training: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5708, f_measure: 0.5466, kappa: 0.0977, kb_relative_information_score: 169.329, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5498, predictive_accuracy: 0.5488, prior_entropy: 1, recall: 0.5488, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5301, root_relative_squared_error: 1.0601, scimark_benchmark: 1839.4398, usercpu_time_millis: 28.439, usercpu_time_millis_testing: 28.326, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 178.0989, mean_absolute_error: 0.4655, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6331, root_relative_squared_error: 1.2661, scimark_benchmark: 1837.5782, usercpu_time_millis: 13.813, usercpu_time_millis_testing: 13.697, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5815, f_measure: 0.5534, kappa: 0.1123, kb_relative_information_score: 169.3041, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5576, predictive_accuracy: 0.5562, prior_entropy: 1, recall: 0.5562, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5137, root_relative_squared_error: 1.0274, scimark_benchmark: 1853.9121, usercpu_time_millis: 15.282, usercpu_time_millis_testing: 15.172, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5635, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 175.0118, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5561, root_relative_squared_error: 1.1121, scimark_benchmark: 1803.6596, usercpu_time_millis: 27.616, usercpu_time_millis_testing: 27.498, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, f_measure: 0.5629, kappa: 0.1377, kb_relative_information_score: 156.3527, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5728, predictive_accuracy: 0.5688, prior_entropy: 1, recall: 0.5688, relative_absolute_error: 0.9498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1858.6076, usercpu_time_millis: 17.005, usercpu_time_millis_testing: 16.888, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5335, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 174, mean_absolute_error: 0.4665, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.683, root_relative_squared_error: 1.3661, scimark_benchmark: 1852.355, usercpu_time_millis: 17.066, usercpu_time_millis_testing: 16.954, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5791, f_measure: 0.5499, kappa: 0.1054, kb_relative_information_score: 169.2743, mean_absolute_error: 0.471, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.554, predictive_accuracy: 0.5527, prior_entropy: 1, recall: 0.5527, relative_absolute_error: 0.942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5168, root_relative_squared_error: 1.0335, scimark_benchmark: 1853.9121, usercpu_time_millis: 16.262, usercpu_time_millis_testing: 16.144, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.5415, kappa: 0.0869, kb_relative_information_score: 172.4979, mean_absolute_error: 0.4688, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5442, predictive_accuracy: 0.5435, prior_entropy: 1, recall: 0.5435, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.0898, scimark_benchmark: 1852.4707, usercpu_time_millis: 19.615, usercpu_time_millis_testing: 19.5, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.598, f_measure: 0.5617, kappa: 0.1338, kb_relative_information_score: 159.6408, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5703, predictive_accuracy: 0.5669, prior_entropy: 1, recall: 0.5669, relative_absolute_error: 0.9482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1739.196, usercpu_time_millis: 17.455, usercpu_time_millis_testing: 17.336, usercpu_time_millis_training: 0.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 178.0989, mean_absolute_error: 0.4655, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6331, root_relative_squared_error: 1.2661, scimark_benchmark: 1810.664, usercpu_time_millis: 12.594, usercpu_time_millis_testing: 12.475, usercpu_time_millis_training: 0.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5603, kappa: 0.1315, kb_relative_information_score: 158.6282, mean_absolute_error: 0.4743, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5692, predictive_accuracy: 0.5658, prior_entropy: 1, recall: 0.5658, relative_absolute_error: 0.9487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9955, scimark_benchmark: 1820.6337, usercpu_time_millis: 15.975, usercpu_time_millis_testing: 15.853, usercpu_time_millis_training: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6051, f_measure: 0.5643, kappa: 0.1415, kb_relative_information_score: 155.0534, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5752, predictive_accuracy: 0.5708, prior_entropy: 1, recall: 0.5708, relative_absolute_error: 0.9505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1807.7993, usercpu_time_millis: 17.792, usercpu_time_millis_testing: 17.675, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5708, f_measure: 0.5466, kappa: 0.0977, kb_relative_information_score: 169.329, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5498, predictive_accuracy: 0.5488, prior_entropy: 1, recall: 0.5488, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5301, root_relative_squared_error: 1.0601, scimark_benchmark: 1851.7217, usercpu_time_millis: 12.393, usercpu_time_millis_testing: 12.282, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.5468, kappa: 0.0992, kb_relative_information_score: 169.0069, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5509, predictive_accuracy: 0.5496, prior_entropy: 1, recall: 0.5496, relative_absolute_error: 0.9417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5204, root_relative_squared_error: 1.0409, scimark_benchmark: 1736.0014, usercpu_time_millis: 21.053, usercpu_time_millis_testing: 20.93, usercpu_time_millis_training: 0.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5635, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 175.0118, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5561, root_relative_squared_error: 1.1121, scimark_benchmark: 1849.8294, usercpu_time_millis: 12.227, usercpu_time_millis_testing: 12.114, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5676, f_measure: 0.547, kappa: 0.0985, kb_relative_information_score: 170.3464, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5502, predictive_accuracy: 0.5492, prior_entropy: 1, recall: 0.5492, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5366, root_relative_squared_error: 1.0732, scimark_benchmark: 1853.9121, usercpu_time_millis: 15.578, usercpu_time_millis_testing: 15.466, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.5607, kappa: 0.1292, kb_relative_information_score: 165.2706, mean_absolute_error: 0.4726, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.567, predictive_accuracy: 0.5646, prior_entropy: 1, recall: 0.5646, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5042, root_relative_squared_error: 1.0084, scimark_benchmark: 1857.1082, usercpu_time_millis: 15.784, usercpu_time_millis_testing: 15.673, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5708, f_measure: 0.5466, kappa: 0.0977, kb_relative_information_score: 169.329, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5498, predictive_accuracy: 0.5488, prior_entropy: 1, recall: 0.5488, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5301, root_relative_squared_error: 1.0601, scimark_benchmark: 1833.5126, usercpu_time_millis: 14.726, usercpu_time_millis_testing: 14.61, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5861, f_measure: 0.5602, kappa: 0.1269, kb_relative_information_score: 168.3105, mean_absolute_error: 0.4717, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5654, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.509, root_relative_squared_error: 1.0179, scimark_benchmark: 1724.8942, usercpu_time_millis: 18.778, usercpu_time_millis_testing: 18.657, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.5607, kappa: 0.1292, kb_relative_information_score: 165.2706, mean_absolute_error: 0.4726, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.567, predictive_accuracy: 0.5646, prior_entropy: 1, recall: 0.5646, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5042, root_relative_squared_error: 1.0084, scimark_benchmark: 1842.7105, usercpu_time_millis: 16.742, usercpu_time_millis_testing: 16.626, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.5468, kappa: 0.0992, kb_relative_information_score: 169.0069, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5509, predictive_accuracy: 0.5496, prior_entropy: 1, recall: 0.5496, relative_absolute_error: 0.9417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5204, root_relative_squared_error: 1.0409, scimark_benchmark: 1856.5802, usercpu_time_millis: 17.82, usercpu_time_millis_testing: 17.71, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5998, f_measure: 0.5623, kappa: 0.1354, kb_relative_information_score: 157.7238, mean_absolute_error: 0.4745, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5712, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9943, scimark_benchmark: 1847.7442, usercpu_time_millis: 16.287, usercpu_time_millis_testing: 16.169, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5958, f_measure: 0.5621, kappa: 0.1338, kb_relative_information_score: 161.6775, mean_absolute_error: 0.4736, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.57, predictive_accuracy: 0.5669, prior_entropy: 1, recall: 0.5669, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1852.5406, usercpu_time_millis: 14.946, usercpu_time_millis_testing: 14.833, usercpu_time_millis_training: 0.113,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5998, f_measure: 0.5623, kappa: 0.1354, kb_relative_information_score: 157.7238, mean_absolute_error: 0.4745, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5712, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9943, scimark_benchmark: 1847.7442, usercpu_time_millis: 16.067, usercpu_time_millis_testing: 15.952, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5934, f_measure: 0.5628, kappa: 0.1346, kb_relative_information_score: 163.6353, mean_absolute_error: 0.4731, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5702, predictive_accuracy: 0.5673, prior_entropy: 1, recall: 0.5673, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0036, scimark_benchmark: 1733.1764, usercpu_time_millis: 16.022, usercpu_time_millis_testing: 15.901, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5735, f_measure: 0.5478, kappa: 0.1008, kb_relative_information_score: 169.0566, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5516, predictive_accuracy: 0.5504, prior_entropy: 1, recall: 0.5504, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5248, root_relative_squared_error: 1.0495, scimark_benchmark: 1832.0741, usercpu_time_millis: 11.206, usercpu_time_millis_testing: 11.091, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5335, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 174, mean_absolute_error: 0.4665, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.683, root_relative_squared_error: 1.3661, scimark_benchmark: 1740.1817, usercpu_time_millis: 20.441, usercpu_time_millis_testing: 20.324, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5735, f_measure: 0.5478, kappa: 0.1008, kb_relative_information_score: 169.0566, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5516, predictive_accuracy: 0.5504, prior_entropy: 1, recall: 0.5504, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5248, root_relative_squared_error: 1.0495, scimark_benchmark: 1853.9121, usercpu_time_millis: 10.537, usercpu_time_millis_testing: 10.429, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5815, f_measure: 0.5534, kappa: 0.1123, kb_relative_information_score: 169.3041, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5576, predictive_accuracy: 0.5562, prior_entropy: 1, recall: 0.5562, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5137, root_relative_squared_error: 1.0274, scimark_benchmark: 1854.9533, usercpu_time_millis: 15.452, usercpu_time_millis_testing: 15.34, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.5552, kappa: 0.1169, kb_relative_information_score: 168.9223, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5602, predictive_accuracy: 0.5585, prior_entropy: 1, recall: 0.5585, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5111, root_relative_squared_error: 1.0222, scimark_benchmark: 1459.5748, usercpu_time_millis: 28.778, usercpu_time_millis_testing: 28.585, usercpu_time_millis_training: 0.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5861, f_measure: 0.5602, kappa: 0.1269, kb_relative_information_score: 168.3105, mean_absolute_error: 0.4717, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5654, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.509, root_relative_squared_error: 1.0179, scimark_benchmark: 1852.9259, usercpu_time_millis: 17.912, usercpu_time_millis_testing: 17.799, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6009, f_measure: 0.5607, kappa: 0.1331, kb_relative_information_score: 156.9918, mean_absolute_error: 0.4747, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5703, predictive_accuracy: 0.5665, prior_entropy: 1, recall: 0.5665, relative_absolute_error: 0.9495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9931, scimark_benchmark: 1847.8629, usercpu_time_millis: 20.019, usercpu_time_millis_testing: 19.902, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6051, f_measure: 0.5643, kappa: 0.1415, kb_relative_information_score: 155.0534, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5752, predictive_accuracy: 0.5708, prior_entropy: 1, recall: 0.5708, relative_absolute_error: 0.9505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1853.9121, usercpu_time_millis: 15.469, usercpu_time_millis_testing: 15.358, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5815, f_measure: 0.5534, kappa: 0.1123, kb_relative_information_score: 169.3041, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5576, predictive_accuracy: 0.5562, prior_entropy: 1, recall: 0.5562, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5137, root_relative_squared_error: 1.0274, scimark_benchmark: 1853.9121, usercpu_time_millis: 15.803, usercpu_time_millis_testing: 15.69, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.604, f_measure: 0.5665, kappa: 0.1454, kb_relative_information_score: 155.3926, mean_absolute_error: 0.4751, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5771, predictive_accuracy: 0.5727, prior_entropy: 1, recall: 0.5727, relative_absolute_error: 0.9503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1853.9121, usercpu_time_millis: 12.989, usercpu_time_millis_testing: 12.878, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.5607, kappa: 0.1292, kb_relative_information_score: 165.2706, mean_absolute_error: 0.4726, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.567, predictive_accuracy: 0.5646, prior_entropy: 1, recall: 0.5646, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5042, root_relative_squared_error: 1.0084, scimark_benchmark: 1851.3688, usercpu_time_millis: 15.873, usercpu_time_millis_testing: 15.76, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5815, f_measure: 0.5534, kappa: 0.1123, kb_relative_information_score: 169.3041, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5576, predictive_accuracy: 0.5562, prior_entropy: 1, recall: 0.5562, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5137, root_relative_squared_error: 1.0274, scimark_benchmark: 1839.5673, usercpu_time_millis: 15.687, usercpu_time_millis_testing: 15.575, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.5468, kappa: 0.0992, kb_relative_information_score: 169.0069, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5509, predictive_accuracy: 0.5496, prior_entropy: 1, recall: 0.5496, relative_absolute_error: 0.9417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5204, root_relative_squared_error: 1.0409, scimark_benchmark: 1854.4951, usercpu_time_millis: 17.586, usercpu_time_millis_testing: 17.474, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 178.0989, mean_absolute_error: 0.4655, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6331, root_relative_squared_error: 1.2661, scimark_benchmark: 1749.2373, usercpu_time_millis: 10.923, usercpu_time_millis_testing: 10.807, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5958, f_measure: 0.5621, kappa: 0.1338, kb_relative_information_score: 161.6775, mean_absolute_error: 0.4736, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.57, predictive_accuracy: 0.5669, prior_entropy: 1, recall: 0.5669, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1851.8979, usercpu_time_millis: 14.965, usercpu_time_millis_testing: 14.853, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, f_measure: 0.5629, kappa: 0.1377, kb_relative_information_score: 156.3527, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5728, predictive_accuracy: 0.5688, prior_entropy: 1, recall: 0.5688, relative_absolute_error: 0.9498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1857.5664, usercpu_time_millis: 18.973, usercpu_time_millis_testing: 18.86, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5891, f_measure: 0.5605, kappa: 0.1285, kb_relative_information_score: 166.2184, mean_absolute_error: 0.4724, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5665, predictive_accuracy: 0.5642, prior_entropy: 1, recall: 0.5642, relative_absolute_error: 0.9447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0112, scimark_benchmark: 1852.9988, usercpu_time_millis: 12.447, usercpu_time_millis_testing: 12.335, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5708, f_measure: 0.5466, kappa: 0.0977, kb_relative_information_score: 169.329, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5498, predictive_accuracy: 0.5488, prior_entropy: 1, recall: 0.5488, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5301, root_relative_squared_error: 1.0601, scimark_benchmark: 1852.9259, usercpu_time_millis: 15.895, usercpu_time_millis_testing: 15.784, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5815, f_measure: 0.5534, kappa: 0.1123, kb_relative_information_score: 169.3041, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5576, predictive_accuracy: 0.5562, prior_entropy: 1, recall: 0.5562, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5137, root_relative_squared_error: 1.0274, scimark_benchmark: 1857.5664, usercpu_time_millis: 18.701, usercpu_time_millis_testing: 18.584, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5998, f_measure: 0.5623, kappa: 0.1354, kb_relative_information_score: 157.7238, mean_absolute_error: 0.4745, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5712, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9943, scimark_benchmark: 1753.1602, usercpu_time_millis: 12.841, usercpu_time_millis_testing: 12.721, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5614, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 179.1211, mean_absolute_error: 0.4663, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5713, root_relative_squared_error: 1.1426, scimark_benchmark: 1852.9259, usercpu_time_millis: 17.317, usercpu_time_millis_testing: 17.2, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.5552, kappa: 0.1169, kb_relative_information_score: 168.9223, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5602, predictive_accuracy: 0.5585, prior_entropy: 1, recall: 0.5585, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5111, root_relative_squared_error: 1.0222, scimark_benchmark: 1852.4707, usercpu_time_millis: 15.677, usercpu_time_millis_testing: 15.565, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.598, f_measure: 0.5617, kappa: 0.1338, kb_relative_information_score: 159.6408, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5703, predictive_accuracy: 0.5669, prior_entropy: 1, recall: 0.5669, relative_absolute_error: 0.9482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1856.1949, usercpu_time_millis: 14.66, usercpu_time_millis_testing: 14.549, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5613, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 181.6124, mean_absolute_error: 0.4651, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9302, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5945, root_relative_squared_error: 1.1889, scimark_benchmark: 1857.0384, usercpu_time_millis: 13.376, usercpu_time_millis_testing: 13.267, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5735, f_measure: 0.5478, kappa: 0.1008, kb_relative_information_score: 169.0566, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5516, predictive_accuracy: 0.5504, prior_entropy: 1, recall: 0.5504, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5248, root_relative_squared_error: 1.0495, scimark_benchmark: 1811.0448, usercpu_time_millis: 27.842, usercpu_time_millis_testing: 27.727, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5635, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 175.0118, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5561, root_relative_squared_error: 1.1121, scimark_benchmark: 1853.3841, usercpu_time_millis: 12.821, usercpu_time_millis_testing: 12.709, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5891, f_measure: 0.5605, kappa: 0.1285, kb_relative_information_score: 166.2184, mean_absolute_error: 0.4724, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5665, predictive_accuracy: 0.5642, prior_entropy: 1, recall: 0.5642, relative_absolute_error: 0.9447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0112, scimark_benchmark: 1735.1328, usercpu_time_millis: 16.846, usercpu_time_millis_testing: 16.722, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.5321, kappa: 0.0669, kb_relative_information_score: 178.0989, mean_absolute_error: 0.4655, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5339, predictive_accuracy: 0.5335, prior_entropy: 1, recall: 0.5335, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6331, root_relative_squared_error: 1.2661, scimark_benchmark: 1856.6531, usercpu_time_millis: 10.925, usercpu_time_millis_testing: 10.813, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6009, f_measure: 0.5607, kappa: 0.1331, kb_relative_information_score: 156.9918, mean_absolute_error: 0.4747, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5703, predictive_accuracy: 0.5665, prior_entropy: 1, recall: 0.5665, relative_absolute_error: 0.9495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9931, scimark_benchmark: 1866.4619, usercpu_time_millis: 15.847, usercpu_time_millis_testing: 15.738, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.598, f_measure: 0.5617, kappa: 0.1338, kb_relative_information_score: 159.6408, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5703, predictive_accuracy: 0.5669, prior_entropy: 1, recall: 0.5669, relative_absolute_error: 0.9482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1731.5003, usercpu_time_millis: 18.226, usercpu_time_millis_testing: 18.105, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, f_measure: 0.5629, kappa: 0.1377, kb_relative_information_score: 156.3527, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5728, predictive_accuracy: 0.5688, prior_entropy: 1, recall: 0.5688, relative_absolute_error: 0.9498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1845.7061, usercpu_time_millis: 19.212, usercpu_time_millis_testing: 19.099, usercpu_time_millis_training: 0.113,

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

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From your own software

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

OpenML APIs