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Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.5377, kappa: 0.0759, kb_relative_information_score: 50.694, mean_absolute_error: 0.4828, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.538, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9935, scimark_benchmark: 1764.9281, usercpu_time_millis: 36.497, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 36.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5953, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 65.3729, mean_absolute_error: 0.4779, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5669, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9924, scimark_benchmark: 1854.2319, usercpu_time_millis: 47.033, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 46.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5956, f_measure: 0.5693, kappa: 0.1386, kb_relative_information_score: 71.9976, mean_absolute_error: 0.4754, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5693, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9969, scimark_benchmark: 1840.6983, usercpu_time_millis: 31.287, usercpu_time_millis_testing: 0.674, usercpu_time_millis_training: 30.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.505, f_measure: 0.5111, kappa: 0.0231, kb_relative_information_score: 2.7809, mean_absolute_error: 0.4991, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5116, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0019, scimark_benchmark: 1858.9117, usercpu_time_millis: 16.645, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 16.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6124, f_measure: 0.5806, kappa: 0.1617, kb_relative_information_score: 88.9324, mean_absolute_error: 0.4693, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5811, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1861.4992, usercpu_time_millis: 470.726, usercpu_time_millis_testing: 1.35, usercpu_time_millis_training: 469.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.611, f_measure: 0.5756, kappa: 0.1518, kb_relative_information_score: 81.1091, mean_absolute_error: 0.4723, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5761, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4937, root_relative_squared_error: 0.9875, scimark_benchmark: 1858.5184, usercpu_time_millis: 367.571, usercpu_time_millis_testing: 1.257, usercpu_time_millis_training: 366.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5457, f_measure: 0.5215, kappa: 0.0429, kb_relative_information_score: 28.9142, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5215, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9987, scimark_benchmark: 1860.0075, usercpu_time_millis: 48.877, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 48.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5214, f_measure: 0.5097, kappa: 0.0231, kb_relative_information_score: 7.9453, mean_absolute_error: 0.4975, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5117, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1856.7467, usercpu_time_millis: 8.827, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 8.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5595, f_measure: 0.5313, kappa: 0.0627, kb_relative_information_score: 42.8349, mean_absolute_error: 0.4852, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5314, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5044, root_relative_squared_error: 1.0087, scimark_benchmark: 1861.0453, usercpu_time_millis: 1.61, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 1.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.4486, kappa: -0.0033, kb_relative_information_score: -0.0282, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1771.7757, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 0.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.5693, kappa: 0.1386, kb_relative_information_score: 64.3798, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5693, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1773.9013, usercpu_time_millis: 183.58, usercpu_time_millis_testing: 1.267, usercpu_time_millis_training: 182.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.593, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 67.5519, mean_absolute_error: 0.4772, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1760.3285, usercpu_time_millis: 120.662, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 120.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5656, f_measure: 0.5267, kappa: 0.0545, kb_relative_information_score: 40.4997, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5273, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 2140.5336, usercpu_time_millis: 107.702, usercpu_time_millis_testing: 0.801, usercpu_time_millis_training: 106.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5777, f_measure: 0.5388, kappa: 0.0776, kb_relative_information_score: 50.6332, mean_absolute_error: 0.4828, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5388, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9656, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9953, scimark_benchmark: 1754.2292, usercpu_time_millis: 82.851, usercpu_time_millis_testing: 0.801, usercpu_time_millis_training: 82.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, f_measure: 0.5141, kappa: 0.033, kb_relative_information_score: 13.1559, mean_absolute_error: 0.4959, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5168, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1810.3361, usercpu_time_millis: 58.405, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 58.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5534, f_measure: 0.5324, kappa: 0.0677, kb_relative_information_score: 19.7895, mean_absolute_error: 0.4938, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5342, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9876, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9953, scimark_benchmark: 1785.5389, usercpu_time_millis: 27.629, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 27.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0087, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1764.933, usercpu_time_millis: 2.396, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 1.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, f_measure: 0.5758, kappa: 0.1518, kb_relative_information_score: 83.1814, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.576, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1820.5032, usercpu_time_millis: 261.801, usercpu_time_millis_testing: 0.948, usercpu_time_millis_training: 260.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, f_measure: 0.5931, kappa: 0.1865, kb_relative_information_score: 103.0134, mean_absolute_error: 0.4634, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5933, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0003, scimark_benchmark: 2149.2756, usercpu_time_millis: 138.672, usercpu_time_millis_testing: 0.574, usercpu_time_millis_training: 138.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6013, f_measure: 0.575, kappa: 0.1502, kb_relative_information_score: 77.0499, mean_absolute_error: 0.4736, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5751, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9939, scimark_benchmark: 1820.0655, usercpu_time_millis: 82.018, usercpu_time_millis_testing: 1.618, usercpu_time_millis_training: 80.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5796, f_measure: 0.5525, kappa: 0.1056, kb_relative_information_score: 51.448, mean_absolute_error: 0.4827, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.553, predictive_accuracy: 0.5528, prior_entropy: 1, recall: 0.5528, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9957, scimark_benchmark: 1825.1482, usercpu_time_millis: 65.783, usercpu_time_millis_testing: 0.785, usercpu_time_millis_training: 64.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5582, f_measure: 0.5296, kappa: 0.0594, kb_relative_information_score: 37.096, mean_absolute_error: 0.4874, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5297, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9748, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1742.4137, usercpu_time_millis: 53.909, usercpu_time_millis_testing: 0.532, usercpu_time_millis_training: 53.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6203, f_measure: 0.5857, kappa: 0.1716, kb_relative_information_score: 101.5816, mean_absolute_error: 0.4645, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5859, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4938, root_relative_squared_error: 0.9876, scimark_benchmark: 1821.4338, usercpu_time_millis: 41.377, usercpu_time_millis_testing: 0.477, usercpu_time_millis_training: 40.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5158, f_measure: 0.5152, kappa: 0.0347, kb_relative_information_score: 7.9443, mean_absolute_error: 0.4975, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5176, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9999, scimark_benchmark: 1823.6607, usercpu_time_millis: 3.83, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 3.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5894, f_measure: 0.5651, kappa: 0.1304, kb_relative_information_score: 98.5857, mean_absolute_error: 0.4637, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5652, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.9274, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5181, root_relative_squared_error: 1.0363, scimark_benchmark: 1736.549, usercpu_time_millis: 490.336, usercpu_time_millis_testing: 0.949, usercpu_time_millis_training: 489.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.601, f_measure: 0.5824, kappa: 0.165, kb_relative_information_score: 84.59, mean_absolute_error: 0.4707, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5826, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9993, scimark_benchmark: 1748.1672, usercpu_time_millis: 273.182, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 272.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5777, f_measure: 0.5469, kappa: 0.0941, kb_relative_information_score: 49.095, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5471, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9947, scimark_benchmark: 1976.8933, usercpu_time_millis: 104.565, usercpu_time_millis_testing: 0.608, usercpu_time_millis_training: 103.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6105, f_measure: 0.5849, kappa: 0.17, kb_relative_information_score: 86.0384, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.585, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9905, scimark_benchmark: 1750.3787, usercpu_time_millis: 70.872, usercpu_time_millis_testing: 1.276, usercpu_time_millis_training: 69.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 64.0411, mean_absolute_error: 0.4782, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5627, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1973.8278, usercpu_time_millis: 14.136, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 13.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5207, f_measure: 0.5086, kappa: 0.0231, kb_relative_information_score: 15.0045, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5118, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1736.1417, usercpu_time_millis: 15.799, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 15.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0118, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1748.552, usercpu_time_millis: 0.543, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0112, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1737.6704, usercpu_time_millis: 1.442, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 1.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.554, kappa: 0.1089, kb_relative_information_score: 45.142, mean_absolute_error: 0.4852, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5547, predictive_accuracy: 0.5545, prior_entropy: 1, recall: 0.5545, relative_absolute_error: 0.9704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9907, scimark_benchmark: 1721.4034, usercpu_time_millis: 382.468, usercpu_time_millis_testing: 0.838, usercpu_time_millis_training: 381.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6107, f_measure: 0.5747, kappa: 0.1502, kb_relative_information_score: 90.3001, mean_absolute_error: 0.4687, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5754, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1720.7608, usercpu_time_millis: 238.574, usercpu_time_millis_testing: 0.836, usercpu_time_millis_training: 237.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6183, f_measure: 0.5889, kappa: 0.1782, kb_relative_information_score: 117.259, mean_absolute_error: 0.4577, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5893, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9154, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0007, scimark_benchmark: 1732.5611, usercpu_time_millis: 227.978, usercpu_time_millis_testing: 1.37, usercpu_time_millis_training: 226.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6155, f_measure: 0.5879, kappa: 0.1766, kb_relative_information_score: 95.0319, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5886, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9901, scimark_benchmark: 1719.2109, usercpu_time_millis: 144.424, usercpu_time_millis_testing: 0.667, usercpu_time_millis_training: 143.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.551, kappa: 0.1023, kb_relative_information_score: 48.1157, mean_absolute_error: 0.484, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5512, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1733.7613, usercpu_time_millis: 130.575, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 130.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5626, f_measure: 0.5408, kappa: 0.0842, kb_relative_information_score: 22.1298, mean_absolute_error: 0.4931, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5425, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9862, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1728.4686, usercpu_time_millis: 68.132, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 67.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5956, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 65.531, mean_absolute_error: 0.4779, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5735, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1729.7915, usercpu_time_millis: 36.508, usercpu_time_millis_testing: 1.245, usercpu_time_millis_training: 35.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5898, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 60.9545, mean_absolute_error: 0.4795, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5627, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1735.1328, usercpu_time_millis: 45.977, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 45.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5829, f_measure: 0.5584, kappa: 0.1172, kb_relative_information_score: 48.849, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5587, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1713.8909, usercpu_time_millis: 35.187, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 34.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5619, f_measure: 0.5495, kappa: 0.099, kb_relative_information_score: 41.8308, mean_absolute_error: 0.4859, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5495, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0074, scimark_benchmark: 1735.8377, usercpu_time_millis: 21.861, usercpu_time_millis_testing: 1.617, usercpu_time_millis_training: 20.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5528, f_measure: 0.5201, kappa: 0.0413, kb_relative_information_score: 33.4546, mean_absolute_error: 0.4887, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5207, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9773, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5014, root_relative_squared_error: 1.0028, scimark_benchmark: 1805.4466, usercpu_time_millis: 18.347, usercpu_time_millis_testing: 0.811, usercpu_time_millis_training: 17.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0084, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1733.4264, usercpu_time_millis: 1.585, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 1.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0084, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1733.299, usercpu_time_millis: 1.594, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 1.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5492, f_measure: 0.5215, kappa: 0.0446, kb_relative_information_score: 30.8965, mean_absolute_error: 0.4895, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5224, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5013, root_relative_squared_error: 1.0025, scimark_benchmark: 1795.1967, usercpu_time_millis: 5.322, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 5.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5017, kappa: 0.0033, kb_relative_information_score: 0.0036, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5017, predictive_accuracy: 0.5017, prior_entropy: 1, recall: 0.5017, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1776.9305, usercpu_time_millis: 2.504, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 2.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0094, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1793.9781, usercpu_time_millis: 1.091, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5374, f_measure: 0.5129, kappa: 0.0264, kb_relative_information_score: 26.0713, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5132, predictive_accuracy: 0.5132, prior_entropy: 1, recall: 0.5132, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5016, root_relative_squared_error: 1.0032, scimark_benchmark: 1794.1729, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0165, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1794.0586, usercpu_time_millis: 1.645, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 1.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0055, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.498, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1714.3925, usercpu_time_millis: 2.086, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 1.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0104, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1730.0359, usercpu_time_millis: 1.105, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 0.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0067, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1737.6265, usercpu_time_millis: 1.77, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 1.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5989, f_measure: 0.5743, kappa: 0.1485, kb_relative_information_score: 72.9198, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5743, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1737.3496, usercpu_time_millis: 280.786, usercpu_time_millis_testing: 0.928, usercpu_time_millis_training: 279.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5576, f_measure: 0.5374, kappa: 0.0759, kb_relative_information_score: 19.743, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5381, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1727.0836, usercpu_time_millis: 162.017, usercpu_time_millis_testing: 0.691, usercpu_time_millis_training: 161.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, f_measure: 0.5708, kappa: 0.1419, kb_relative_information_score: 65.1207, mean_absolute_error: 0.478, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5711, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1924.1752, usercpu_time_millis: 125.144, usercpu_time_millis_testing: 1.066, usercpu_time_millis_training: 124.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.59, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 63.9383, mean_absolute_error: 0.4783, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5701, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9969, scimark_benchmark: 1730.9213, usercpu_time_millis: 62.172, usercpu_time_millis_testing: 1.349, usercpu_time_millis_training: 60.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5847, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 55.6495, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5701, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9628, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1747.8606, usercpu_time_millis: 48.585, usercpu_time_millis_testing: 1.144, usercpu_time_millis_training: 47.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6001, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 75.3337, mean_absolute_error: 0.4743, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5768, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1752.6238, usercpu_time_millis: 53.115, usercpu_time_millis_testing: 1.171, usercpu_time_millis_training: 51.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.5356, kappa: 0.0759, kb_relative_information_score: 25.5072, mean_absolute_error: 0.4918, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5387, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1752.736, usercpu_time_millis: 65.799, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 65.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6029, f_measure: 0.5825, kappa: 0.165, kb_relative_information_score: 77.0759, mean_absolute_error: 0.4738, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5826, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9476, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1735.7261, usercpu_time_millis: 37.491, usercpu_time_millis_testing: 1.411, usercpu_time_millis_training: 36.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5358, f_measure: 0.514, kappa: 0.0281, kb_relative_information_score: 23.1168, mean_absolute_error: 0.4921, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.514, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0013, scimark_benchmark: 1759.3549, usercpu_time_millis: 16.237, usercpu_time_millis_testing: 0.951, usercpu_time_millis_training: 15.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5968, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 66.9623, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5734, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1767.46, usercpu_time_millis: 18.468, usercpu_time_millis_testing: 0.612, usercpu_time_millis_training: 17.856,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.521, kappa: 0.0446, kb_relative_information_score: 6.8825, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5225, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1746.226, usercpu_time_millis: 4.401, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 4.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5134, f_measure: 0.4979, kappa: 0.0017, kb_relative_information_score: 8.5884, mean_absolute_error: 0.4972, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5008, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1760.8061, usercpu_time_millis: 7.766, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 7.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5944, f_measure: 0.5667, kappa: 0.1337, kb_relative_information_score: 71.8142, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5669, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1753.1858, usercpu_time_millis: 4.53, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 4.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0093, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1753.245, usercpu_time_millis: 1.979, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 1.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5091, f_measure: 0.5082, kappa: 0.0215, kb_relative_information_score: 5.9913, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.511, predictive_accuracy: 0.5107, prior_entropy: 1, recall: 0.5107, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1748.6655, usercpu_time_millis: 2.423, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 2.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0071, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1720.9566, usercpu_time_millis: 1.948, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 1.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6146, f_measure: 0.5854, kappa: 0.1716, kb_relative_information_score: 99.8144, mean_absolute_error: 0.465, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5861, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9299, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1856.6543, usercpu_time_millis: 545.735, usercpu_time_millis_testing: 1.345, usercpu_time_millis_training: 544.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6122, f_measure: 0.5805, kappa: 0.1617, kb_relative_information_score: 91.2629, mean_absolute_error: 0.4684, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5811, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9911, scimark_benchmark: 1737.9087, usercpu_time_millis: 365.144, usercpu_time_millis_testing: 1.105, usercpu_time_millis_training: 364.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6149, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 91.282, mean_absolute_error: 0.4685, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9885, scimark_benchmark: 1752.4403, usercpu_time_millis: 265.417, usercpu_time_millis_testing: 0.977, usercpu_time_millis_training: 264.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.585, f_measure: 0.5586, kappa: 0.1172, kb_relative_information_score: 55.8511, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5586, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1744.5659, usercpu_time_millis: 262.449, usercpu_time_millis_testing: 0.709, usercpu_time_millis_training: 261.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5889, f_measure: 0.5693, kappa: 0.1386, kb_relative_information_score: 63.9832, mean_absolute_error: 0.4784, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5693, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1813.205, usercpu_time_millis: 117.647, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 117.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6132, f_measure: 0.5815, kappa: 0.1634, kb_relative_information_score: 124.7734, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5818, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5085, root_relative_squared_error: 1.0171, scimark_benchmark: 1748.66, usercpu_time_millis: 626.725, usercpu_time_millis_testing: 2.055, usercpu_time_millis_training: 624.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5655, f_measure: 0.5449, kappa: 0.0908, kb_relative_information_score: 27.329, mean_absolute_error: 0.4913, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5456, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9826, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1809.1785, usercpu_time_millis: 50.676, usercpu_time_millis_testing: 0.649, usercpu_time_millis_training: 50.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6143, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 101.6019, mean_absolute_error: 0.4641, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5784, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945, scimark_benchmark: 1744.9666, usercpu_time_millis: 21.428, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 21.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5433, f_measure: 0.5287, kappa: 0.0594, kb_relative_information_score: 27.129, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.53, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0007, scimark_benchmark: 1749.5206, usercpu_time_millis: 7.353, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 6.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5304, f_measure: 0.5194, kappa: 0.0429, kb_relative_information_score: 11.8201, mean_absolute_error: 0.4963, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5218, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1731.6557, usercpu_time_millis: 13.193, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 13.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 69.7738, mean_absolute_error: 0.4766, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5784, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9918, scimark_benchmark: 1740.0449, usercpu_time_millis: 8.29, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 8.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, f_measure: 0.5569, kappa: 0.1139, kb_relative_information_score: 58.2625, mean_absolute_error: 0.4802, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5569, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1728.134, usercpu_time_millis: 9.514, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 9.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0165, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1741.6975, usercpu_time_millis: 1.04, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0117, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1735.7783, usercpu_time_millis: 0.998, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 0.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6207, f_measure: 0.5899, kappa: 0.1799, kb_relative_information_score: 125.656, mean_absolute_error: 0.4542, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.59, predictive_accuracy: 0.5899, prior_entropy: 1, recall: 0.5899, relative_absolute_error: 0.9083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5024, root_relative_squared_error: 1.0049, scimark_benchmark: 1754.5121, usercpu_time_millis: 315.779, usercpu_time_millis_testing: 1.651, usercpu_time_millis_training: 314.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.613, f_measure: 0.5864, kappa: 0.1733, kb_relative_information_score: 89.9058, mean_absolute_error: 0.469, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5868, predictive_accuracy: 0.5866, prior_entropy: 1, recall: 0.5866, relative_absolute_error: 0.938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1743.2043, usercpu_time_millis: 289.755, usercpu_time_millis_testing: 1.036, usercpu_time_millis_training: 288.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.5806, kappa: 0.1617, kb_relative_information_score: 91.2931, mean_absolute_error: 0.4686, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.581, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9878, scimark_benchmark: 1747.8606, usercpu_time_millis: 413.573, usercpu_time_millis_testing: 1.16, usercpu_time_millis_training: 412.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.5872, kappa: 0.1749, kb_relative_information_score: 125.4058, mean_absolute_error: 0.4541, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5877, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9082, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5053, root_relative_squared_error: 1.0106, scimark_benchmark: 1726.8532, usercpu_time_millis: 243.935, usercpu_time_millis_testing: 0.603, usercpu_time_millis_training: 243.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6124, f_measure: 0.5821, kappa: 0.165, kb_relative_information_score: 92.2971, mean_absolute_error: 0.468, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5828, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9917, scimark_benchmark: 1765.8263, usercpu_time_millis: 249.153, usercpu_time_millis_testing: 0.758, usercpu_time_millis_training: 248.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6241, f_measure: 0.598, kappa: 0.1964, kb_relative_information_score: 117.0294, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5984, predictive_accuracy: 0.5982, prior_entropy: 1, recall: 0.5982, relative_absolute_error: 0.9167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1750.7876, usercpu_time_millis: 225.451, usercpu_time_millis_testing: 1.182, usercpu_time_millis_training: 224.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6135, f_measure: 0.5782, kappa: 0.1568, kb_relative_information_score: 127.4988, mean_absolute_error: 0.4526, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5785, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5102, root_relative_squared_error: 1.0204, scimark_benchmark: 1750.7234, usercpu_time_millis: 352.066, usercpu_time_millis_testing: 1.273, usercpu_time_millis_training: 350.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5765, f_measure: 0.5467, kappa: 0.0941, kb_relative_information_score: 46.4848, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5472, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9945, scimark_benchmark: 1776.1407, usercpu_time_millis: 196.561, usercpu_time_millis_testing: 0.826, usercpu_time_millis_training: 195.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6005, f_measure: 0.5749, kappa: 0.1502, kb_relative_information_score: 66.9394, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5752, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1735.381, usercpu_time_millis: 187.251, usercpu_time_millis_testing: 0.985, usercpu_time_millis_training: 186.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6137, f_measure: 0.5929, kappa: 0.1865, kb_relative_information_score: 101.3235, mean_absolute_error: 0.4644, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5936, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1744.5659, usercpu_time_millis: 133.219, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 132.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6003, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 79.8808, mean_absolute_error: 0.4725, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5677, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9969, scimark_benchmark: 1730.0157, usercpu_time_millis: 122.523, usercpu_time_millis_testing: 0.515, usercpu_time_millis_training: 122.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.597, kappa: 0.1947, kb_relative_information_score: 108.5483, mean_absolute_error: 0.4613, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5977, predictive_accuracy: 0.5974, prior_entropy: 1, recall: 0.5974, relative_absolute_error: 0.9226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1854.9858, usercpu_time_millis: 273.327, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 272.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5969, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 67.4167, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5701, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1696.1334, usercpu_time_millis: 263.987, usercpu_time_millis_testing: 1.949, usercpu_time_millis_training: 262.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5561, kappa: 0.1122, kb_relative_information_score: 53.1968, mean_absolute_error: 0.4821, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5561, predictive_accuracy: 0.5561, prior_entropy: 1, recall: 0.5561, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1736.4232, usercpu_time_millis: 252.391, usercpu_time_millis_testing: 0.939, usercpu_time_millis_training: 251.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6158, f_measure: 0.5807, kappa: 0.1617, kb_relative_information_score: 102.9178, mean_absolute_error: 0.4637, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.581, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9935, scimark_benchmark: 1742.7497, usercpu_time_millis: 230.313, usercpu_time_millis_testing: 1.253, usercpu_time_millis_training: 229.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.533, f_measure: 0.5222, kappa: 0.0495, kb_relative_information_score: 18.2098, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5253, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9975, scimark_benchmark: 1752.971, usercpu_time_millis: 84.618, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 84.111,

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