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: 0.5919, f_measure: 0.565, kappa: 0.13, kb_relative_information_score: 215.5926, mean_absolute_error: 0.4633, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.565, predictive_accuracy: 0.565, prior_entropy: 1, recall: 0.565, relative_absolute_error: 0.9266, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5167, root_relative_squared_error: 1.0333, scimark_benchmark: 1843.456, usercpu_time_millis: 3.841, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 3.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6091, f_measure: 0.5712, kappa: 0.1423, kb_relative_information_score: 203.1904, mean_absolute_error: 0.4668, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5712, predictive_accuracy: 0.5712, prior_entropy: 1, recall: 0.5712, relative_absolute_error: 0.9336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1736.2677, usercpu_time_millis: 2.128, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 2.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1750.2012, usercpu_time_millis: 1.041, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5854, f_measure: 0.5642, kappa: 0.1285, kb_relative_information_score: 224.1777, mean_absolute_error: 0.4609, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5642, predictive_accuracy: 0.5642, prior_entropy: 1, recall: 0.5642, relative_absolute_error: 0.9219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5298, root_relative_squared_error: 1.0596, scimark_benchmark: 1773.6399, usercpu_time_millis: 9.34, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 9.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5855, f_measure: 0.5638, kappa: 0.1277, kb_relative_information_score: 224.3411, mean_absolute_error: 0.4609, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5638, predictive_accuracy: 0.5638, prior_entropy: 1, recall: 0.5638, relative_absolute_error: 0.9218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5298, root_relative_squared_error: 1.0596, scimark_benchmark: 1841.8022, usercpu_time_millis: 9.022, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 8.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1773.4963, usercpu_time_millis: 1.037, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1777.4977, usercpu_time_millis: 1.166, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 1.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1736.0645, usercpu_time_millis: 1.044, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6319, f_measure: 0.6108, kappa: 0.2215, kb_relative_information_score: 51.5378, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6108, predictive_accuracy: 0.6108, prior_entropy: 1, recall: 0.6108, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9877, scimark_benchmark: 1742.3513, usercpu_time_millis: 1.134, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1727.5559, usercpu_time_millis: 1.147, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1856.0123, usercpu_time_millis: 1.041, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6399, f_measure: 0.6131, kappa: 0.2262, kb_relative_information_score: 151.1325, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6131, predictive_accuracy: 0.6131, prior_entropy: 1, recall: 0.6131, relative_absolute_error: 0.955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.486, root_relative_squared_error: 0.972, scimark_benchmark: 1721.4034, usercpu_time_millis: 1.226, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 1.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5845, f_measure: 0.5608, kappa: 0.1215, kb_relative_information_score: 226.4565, mean_absolute_error: 0.4603, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5608, predictive_accuracy: 0.5608, prior_entropy: 1, recall: 0.5608, relative_absolute_error: 0.9207, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5327, root_relative_squared_error: 1.0654, scimark_benchmark: 1773.715, usercpu_time_millis: 9.844, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 9.772,
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: 1854.4951, usercpu_time_millis: 10.562, usercpu_time_millis_testing: 10.453, usercpu_time_millis_training: 0.109,
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: 1824.1047, usercpu_time_millis: 11.091, usercpu_time_millis_testing: 10.978, usercpu_time_millis_training: 0.113,
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: 1853.0716, usercpu_time_millis: 10.685, usercpu_time_millis_testing: 10.571, usercpu_time_millis_training: 0.114,
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: 1853.9121, usercpu_time_millis: 12.205, usercpu_time_millis_testing: 12.093, usercpu_time_millis_training: 0.112,
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: 1730.1287, usercpu_time_millis: 18.106, usercpu_time_millis_testing: 17.99, usercpu_time_millis_training: 0.116,
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: 1857.5664, usercpu_time_millis: 15.383, usercpu_time_millis_testing: 15.274, usercpu_time_millis_training: 0.109,
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: 1852.9988, usercpu_time_millis: 13.541, usercpu_time_millis_testing: 13.429, usercpu_time_millis_training: 0.112,
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: 1850.2875, usercpu_time_millis: 10.526, usercpu_time_millis_testing: 10.416, usercpu_time_millis_training: 0.11,
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: 1853.9121, usercpu_time_millis: 12.322, usercpu_time_millis_testing: 12.211, usercpu_time_millis_training: 0.111,
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: 1852.9259, usercpu_time_millis: 11.81, usercpu_time_millis_testing: 11.697, 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: 1847.6, usercpu_time_millis: 27.442, usercpu_time_millis_testing: 27.328, usercpu_time_millis_training: 0.114,
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: 1843.2895, usercpu_time_millis: 28.217, usercpu_time_millis_testing: 28.107, 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: 1852.9259, usercpu_time_millis: 11.874, usercpu_time_millis_testing: 11.761, usercpu_time_millis_training: 0.113,
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: 1800.9343, usercpu_time_millis: 14.65, usercpu_time_millis_testing: 14.535, usercpu_time_millis_training: 0.115,
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: 1854.4431, usercpu_time_millis: 12.359, usercpu_time_millis_testing: 12.246, 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: 1841.5396, usercpu_time_millis: 10.508, usercpu_time_millis_testing: 10.395, 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: 1857.5664, usercpu_time_millis: 13.792, usercpu_time_millis_testing: 13.682, 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: 2019.2018, usercpu_time_millis: 11.459, usercpu_time_millis_testing: 11.354, usercpu_time_millis_training: 0.105,
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: 1679.9491, usercpu_time_millis: 25.169, usercpu_time_millis_testing: 25.006, usercpu_time_millis_training: 0.163,
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: 1718.7337, usercpu_time_millis: 20.934, usercpu_time_millis_testing: 20.814, usercpu_time_millis_training: 0.12,
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: 1857.5664, usercpu_time_millis: 12.597, usercpu_time_millis_testing: 12.486, usercpu_time_millis_training: 0.111,
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: 1850.7869, usercpu_time_millis: 12.25, usercpu_time_millis_testing: 12.137, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5876, f_measure: 0.5572, kappa: 0.1215, kb_relative_information_score: 167.3581, mean_absolute_error: 0.472, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5628, predictive_accuracy: 0.5608, prior_entropy: 1, recall: 0.5608, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5072, root_relative_squared_error: 1.0143, scimark_benchmark: 1850.2875, usercpu_time_millis: 15.632, usercpu_time_millis_testing: 15.521, usercpu_time_millis_training: 0.111,
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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: 1850.8185, usercpu_time_millis: 16.155, usercpu_time_millis_testing: 16.041, usercpu_time_millis_training: 0.114,
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: 1861.0814, usercpu_time_millis: 16.145, usercpu_time_millis_testing: 16.03, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5876, f_measure: 0.5572, kappa: 0.1215, kb_relative_information_score: 167.3581, mean_absolute_error: 0.472, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5628, predictive_accuracy: 0.5608, prior_entropy: 1, recall: 0.5608, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5072, root_relative_squared_error: 1.0143, scimark_benchmark: 1849.7595, usercpu_time_millis: 16.063, usercpu_time_millis_testing: 15.946, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5969, f_measure: 0.56, kappa: 0.13, kb_relative_information_score: 160.6669, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5681, predictive_accuracy: 0.565, prior_entropy: 1, recall: 0.565, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1836.4127, usercpu_time_millis: 28.946, usercpu_time_millis_testing: 28.83, usercpu_time_millis_training: 0.116,
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: 1849.368, usercpu_time_millis: 17.192, usercpu_time_millis_testing: 17.075, usercpu_time_millis_training: 0.117,
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: 1853.3841, usercpu_time_millis: 16.848, usercpu_time_millis_testing: 16.722, usercpu_time_millis_training: 0.126,
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: 1859.1356, usercpu_time_millis: 15.473, usercpu_time_millis_testing: 15.355, usercpu_time_millis_training: 0.118,
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: 1849.2344, usercpu_time_millis: 21.058, usercpu_time_millis_testing: 20.934, usercpu_time_millis_training: 0.124,
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: 1850.8185, usercpu_time_millis: 15.92, usercpu_time_millis_testing: 15.798, usercpu_time_millis_training: 0.122,
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: 1850.8185, usercpu_time_millis: 16.917, usercpu_time_millis_testing: 16.797, usercpu_time_millis_training: 0.12,
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: 16.699, usercpu_time_millis_testing: 16.574, usercpu_time_millis_training: 0.125,
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: 1852.9259, usercpu_time_millis: 18.362, usercpu_time_millis_testing: 18.243, 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: 1852.9988, usercpu_time_millis: 19.31, usercpu_time_millis_testing: 19.188, usercpu_time_millis_training: 0.122,
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: 1853.454, usercpu_time_millis: 19.598, usercpu_time_millis_testing: 19.478, usercpu_time_millis_training: 0.12,
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: 1970.7205, usercpu_time_millis: 15.627, usercpu_time_millis_testing: 15.512, usercpu_time_millis_training: 0.115,
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: 1855.4813, usercpu_time_millis: 17.281, usercpu_time_millis_testing: 17.161, usercpu_time_millis_training: 0.12,
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: 1971.466, usercpu_time_millis: 16.27, usercpu_time_millis_testing: 16.154, usercpu_time_millis_training: 0.116,
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: 1852.4278, usercpu_time_millis: 18.52, usercpu_time_millis_testing: 18.393, usercpu_time_millis_training: 0.127,
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: 1849.3014, usercpu_time_millis: 21.169, usercpu_time_millis_testing: 21.046, usercpu_time_millis_training: 0.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5876, f_measure: 0.5572, kappa: 0.1215, kb_relative_information_score: 167.3581, mean_absolute_error: 0.472, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5628, predictive_accuracy: 0.5608, prior_entropy: 1, recall: 0.5608, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5072, root_relative_squared_error: 1.0143, scimark_benchmark: 1846.2342, usercpu_time_millis: 16.772, usercpu_time_millis_testing: 16.649, usercpu_time_millis_training: 0.123,
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: 1967.1843, usercpu_time_millis: 15.98, usercpu_time_millis_testing: 15.868, 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: 1956.1734, usercpu_time_millis: 17.332, usercpu_time_millis_testing: 17.22, 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: 1736.0645, usercpu_time_millis: 13.525, usercpu_time_millis_testing: 13.41, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5969, f_measure: 0.56, kappa: 0.13, kb_relative_information_score: 160.6669, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5681, predictive_accuracy: 0.565, prior_entropy: 1, recall: 0.565, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1853.9121, usercpu_time_millis: 18.783, usercpu_time_millis_testing: 18.673, usercpu_time_millis_training: 0.11,
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: 1859.6666, usercpu_time_millis: 13.747, usercpu_time_millis_testing: 13.64, usercpu_time_millis_training: 0.107,
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: 1821.7992, usercpu_time_millis: 12.914, usercpu_time_millis_testing: 12.8, usercpu_time_millis_training: 0.114,
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: 1852.8859, usercpu_time_millis: 10.778, usercpu_time_millis_testing: 10.663, usercpu_time_millis_training: 0.115,
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: 1857.5664, usercpu_time_millis: 17.4, usercpu_time_millis_testing: 17.29, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.5649, kappa: 0.1385, kb_relative_information_score: 164.5084, mean_absolute_error: 0.4729, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5721, predictive_accuracy: 0.5692, prior_entropy: 1, recall: 0.5692, relative_absolute_error: 0.9458, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5029, root_relative_squared_error: 1.0059, scimark_benchmark: 2031.6681, usercpu_time_millis: 14.099, usercpu_time_millis_testing: 13.992, usercpu_time_millis_training: 0.107,
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: 1719.4725, usercpu_time_millis: 18.448, usercpu_time_millis_testing: 18.327, usercpu_time_millis_training: 0.121,
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: 1843.657, usercpu_time_millis: 16.787, usercpu_time_millis_testing: 16.677, usercpu_time_millis_training: 0.11,
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: 1853.9121, usercpu_time_millis: 15.253, usercpu_time_millis_testing: 15.143, usercpu_time_millis_training: 0.11,

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