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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: 0.5628, f_measure: 0.5326, kappa: 0.066, kb_relative_information_score: 38.7611, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5331, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1759.2786, usercpu_time_millis: 103.575, usercpu_time_millis_testing: 1.384, usercpu_time_millis_training: 102.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0167, 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: 1838.6946, usercpu_time_millis: 0.907, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 0.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, f_measure: 0.5833, kappa: 0.1667, kb_relative_information_score: 108.0227, mean_absolute_error: 0.4612, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5834, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5025, root_relative_squared_error: 1.005, scimark_benchmark: 1783.7873, usercpu_time_millis: 23.839, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 23.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6024, f_measure: 0.5749, kappa: 0.1502, kb_relative_information_score: 80.2849, mean_absolute_error: 0.4724, 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: 0.9448, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1742.4015, usercpu_time_millis: 114.818, usercpu_time_millis_testing: 0.891, usercpu_time_millis_training: 113.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.5879, kappa: 0.1766, kb_relative_information_score: 120.286, mean_absolute_error: 0.4558, 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: 0.9116, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.508, root_relative_squared_error: 1.016, scimark_benchmark: 1723.9488, usercpu_time_millis: 227.515, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 226.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6013, f_measure: 0.58, kappa: 0.1601, kb_relative_information_score: 99.0724, mean_absolute_error: 0.4647, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.58, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5052, root_relative_squared_error: 1.0105, scimark_benchmark: 1842.8599, usercpu_time_millis: 8.017, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 7.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5678, f_measure: 0.5334, kappa: 0.0677, kb_relative_information_score: 40.1387, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5339, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1763.567, usercpu_time_millis: 207.895, usercpu_time_millis_testing: 1.038, usercpu_time_millis_training: 206.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5695, f_measure: 0.5345, kappa: 0.0693, kb_relative_information_score: 41.4953, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5347, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9963, scimark_benchmark: 1839.9499, usercpu_time_millis: 39.886, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 39.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0144, 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: 1841.9711, usercpu_time_millis: 1.643, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 1.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0254, 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: 1794.19, usercpu_time_millis: 1.36, usercpu_time_millis_testing: 0.222, usercpu_time_millis_training: 1.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.4992, kappa: 0.0066, kb_relative_information_score: 9.0468, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5034, predictive_accuracy: 0.5033, prior_entropy: 1, recall: 0.5033, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.502, root_relative_squared_error: 1.004, scimark_benchmark: 1840.5214, usercpu_time_millis: 5.291, usercpu_time_millis_testing: 0.445, usercpu_time_millis_training: 4.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6118, f_measure: 0.5797, kappa: 0.1601, kb_relative_information_score: 82.6792, mean_absolute_error: 0.4718, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5803, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9436, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4938, root_relative_squared_error: 0.9875, scimark_benchmark: 1813.6371, usercpu_time_millis: 82.078, usercpu_time_millis_testing: 0.998, usercpu_time_millis_training: 81.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: 0.0058, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5009, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1840.7273, usercpu_time_millis: 2.479, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 2.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4792, kb_relative_information_score: -0.0038, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, 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: 1842.3488, usercpu_time_millis: 0.436, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0046, 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: 1751.4835, usercpu_time_millis: 2.972, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 2.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0252, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, 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: 1842.4849, usercpu_time_millis: 0.575, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5548, f_measure: 0.5287, kappa: 0.0594, kb_relative_information_score: 34.142, mean_absolute_error: 0.4884, 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: 0.9767, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1707.7554, usercpu_time_millis: 20.427, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 19.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0138, 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: 1749.9158, usercpu_time_millis: 1.094, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 0.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0079, 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: 1750.8061, usercpu_time_millis: 1.977, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 1.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5276, f_measure: 0.5193, kappa: 0.0429, kb_relative_information_score: 11.2685, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5219, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9984, scimark_benchmark: 1731.9462, usercpu_time_millis: 50.118, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 49.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.005, 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: 1778.3743, usercpu_time_millis: 1.913, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 1.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5869, f_measure: 0.5551, kappa: 0.1106, kb_relative_information_score: 55.8552, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5554, predictive_accuracy: 0.5553, prior_entropy: 1, recall: 0.5553, relative_absolute_error: 0.9623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9921, scimark_benchmark: 1751.3544, usercpu_time_millis: 206.739, usercpu_time_millis_testing: 0.904, usercpu_time_millis_training: 205.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.5602, kappa: 0.1205, kb_relative_information_score: 53.8485, mean_absolute_error: 0.4818, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5603, predictive_accuracy: 0.5602, prior_entropy: 1, recall: 0.5602, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1754.6748, usercpu_time_millis: 204.774, usercpu_time_millis_testing: 0.887, usercpu_time_millis_training: 203.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6242, f_measure: 0.5922, kappa: 0.1848, kb_relative_information_score: 123.7584, mean_absolute_error: 0.4554, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5926, predictive_accuracy: 0.5924, prior_entropy: 1, recall: 0.5924, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9975, scimark_benchmark: 1865.2545, usercpu_time_millis: 232.196, usercpu_time_millis_testing: 1.411, usercpu_time_millis_training: 230.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5736, f_measure: 0.5368, kappa: 0.0743, kb_relative_information_score: 41.5592, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5372, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1753.3033, usercpu_time_millis: 154.26, usercpu_time_millis_testing: 0.852, usercpu_time_millis_training: 153.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5925, f_measure: 0.5693, kappa: 0.1386, kb_relative_information_score: 67.6731, mean_absolute_error: 0.477, 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: 0.9539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9965, scimark_benchmark: 1752.1591, usercpu_time_millis: 122.99, usercpu_time_millis_testing: 1.185, usercpu_time_millis_training: 121.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.5494, kappa: 0.099, kb_relative_information_score: 51.8832, mean_absolute_error: 0.4826, 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: 0.9652, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1749.9829, usercpu_time_millis: 250.662, usercpu_time_millis_testing: 0.865, usercpu_time_millis_training: 249.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6207, f_measure: 0.5899, kappa: 0.1799, kb_relative_information_score: 104.5479, mean_absolute_error: 0.4634, 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: 0.9268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1751.3544, usercpu_time_millis: 174.457, usercpu_time_millis_testing: 1.219, usercpu_time_millis_training: 173.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5797, f_measure: 0.5402, kappa: 0.0809, kb_relative_information_score: 48.8036, mean_absolute_error: 0.4836, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5405, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9673, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1754.7044, usercpu_time_millis: 228.512, usercpu_time_millis_testing: 0.513, usercpu_time_millis_training: 227.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5769, f_measure: 0.5375, kappa: 0.0759, kb_relative_information_score: 46.1721, mean_absolute_error: 0.4845, 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: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9935, scimark_benchmark: 1806.8346, usercpu_time_millis: 71.021, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 70.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.5428, kappa: 0.0858, kb_relative_information_score: 54.3674, mean_absolute_error: 0.4815, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5429, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9929, scimark_benchmark: 1748.159, usercpu_time_millis: 68.441, usercpu_time_millis_testing: 0.592, usercpu_time_millis_training: 67.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6003, f_measure: 0.5766, kappa: 0.1535, kb_relative_information_score: 70.6878, mean_absolute_error: 0.476, 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: 0.9521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9907, scimark_benchmark: 1762.0612, usercpu_time_millis: 62.82, usercpu_time_millis_testing: 0.918, usercpu_time_millis_training: 61.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, f_measure: 0.5708, kappa: 0.1419, kb_relative_information_score: 84.9901, mean_absolute_error: 0.4708, 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: 0.9415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892, scimark_benchmark: 1614.0473, usercpu_time_millis: 53.24, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 53.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0102, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, 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: 1871.5019, usercpu_time_millis: 1.667, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 1.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5168, f_measure: 0.5213, kappa: 0.0429, kb_relative_information_score: 4.4537, mean_absolute_error: 0.4987, 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: 0.9973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1809.3018, usercpu_time_millis: 17.386, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 16.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, f_measure: 0.5039, kappa: 0.0116, kb_relative_information_score: 5.9313, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5059, predictive_accuracy: 0.5058, prior_entropy: 1, recall: 0.5058, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1758.708, usercpu_time_millis: 1.85, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 1.556,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4992, kappa: -0.0017, kb_relative_information_score: -0.0337, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4992, 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: 1791.4586, usercpu_time_millis: 0.493, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5289, f_measure: 0.5168, kappa: 0.0363, kb_relative_information_score: 11.2602, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5184, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1867.725, usercpu_time_millis: 2.897, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 2.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: 0.0048, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.499, 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: 1868.2531, usercpu_time_millis: 0.998, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 111.9184, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5719, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5139, root_relative_squared_error: 1.0278, scimark_benchmark: 1873.0711, usercpu_time_millis: 405.307, usercpu_time_millis_testing: 1.066, usercpu_time_millis_training: 404.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, f_measure: 0.5798, kappa: 0.1601, kb_relative_information_score: 99.4608, mean_absolute_error: 0.4643, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5802, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.505, root_relative_squared_error: 1.01, scimark_benchmark: 1851.5586, usercpu_time_millis: 394.132, usercpu_time_millis_testing: 0.887, usercpu_time_millis_training: 393.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, f_measure: 0.5832, kappa: 0.1667, kb_relative_information_score: 101.7016, mean_absolute_error: 0.4638, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5835, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9276, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1810.7166, usercpu_time_millis: 264.586, usercpu_time_millis_testing: 1.14, usercpu_time_millis_training: 263.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6124, f_measure: 0.579, kappa: 0.1584, kb_relative_information_score: 127.0919, mean_absolute_error: 0.4527, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5794, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5114, root_relative_squared_error: 1.0227, scimark_benchmark: 1861.3352, usercpu_time_millis: 236.934, usercpu_time_millis_testing: 0.888, usercpu_time_millis_training: 236.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6189, f_measure: 0.5839, kappa: 0.1683, kb_relative_information_score: 115.7425, mean_absolute_error: 0.4583, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5844, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1857.4184, usercpu_time_millis: 208.795, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 208.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6021, f_measure: 0.5699, kappa: 0.1403, kb_relative_information_score: 71.7458, mean_absolute_error: 0.4756, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5703, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1834.4398, usercpu_time_millis: 204.067, usercpu_time_millis_testing: 0.855, usercpu_time_millis_training: 203.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.5808, kappa: 0.1617, kb_relative_information_score: 78.2801, mean_absolute_error: 0.4732, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5809, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9931, scimark_benchmark: 1856.815, usercpu_time_millis: 183.02, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 182.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5774, f_measure: 0.5482, kappa: 0.0974, kb_relative_information_score: 45.6168, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5489, predictive_accuracy: 0.5487, prior_entropy: 1, recall: 0.5487, relative_absolute_error: 0.9696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1855.6669, usercpu_time_millis: 158.616, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 158.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 90.2318, mean_absolute_error: 0.4688, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9901, scimark_benchmark: 1861.4432, usercpu_time_millis: 133.472, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 132.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.5377, kappa: 0.0759, kb_relative_information_score: 39.2332, mean_absolute_error: 0.4869, 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: 0.9737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1849.317, usercpu_time_millis: 129.416, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 128.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5734, f_measure: 0.5415, kappa: 0.0842, kb_relative_information_score: 40.7156, mean_absolute_error: 0.4865, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5423, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1870.2804, usercpu_time_millis: 128.048, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 127.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.563, f_measure: 0.5356, kappa: 0.0726, kb_relative_information_score: 38.7484, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5365, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1864.2755, usercpu_time_millis: 112.331, usercpu_time_millis_testing: 0.872, usercpu_time_millis_training: 111.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6024, f_measure: 0.575, kappa: 0.1502, kb_relative_information_score: 89.8216, mean_absolute_error: 0.4685, 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: 0.9371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1830.5887, usercpu_time_millis: 73.51, usercpu_time_millis_testing: 0.251, usercpu_time_millis_training: 73.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5789, f_measure: 0.5509, kappa: 0.1023, kb_relative_information_score: 51.0255, mean_absolute_error: 0.4827, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5513, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9947, scimark_benchmark: 1812.8238, usercpu_time_millis: 60.468, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 60.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5576, f_measure: 0.5269, kappa: 0.0545, kb_relative_information_score: 33.8722, mean_absolute_error: 0.4887, 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: 0.9773, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9971, scimark_benchmark: 1851.3554, usercpu_time_millis: 40.128, usercpu_time_millis_testing: 0.65, usercpu_time_millis_training: 39.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5275, f_measure: 0.5234, kappa: 0.0495, kb_relative_information_score: 9.7872, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.525, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1872.9496, usercpu_time_millis: 42.469, usercpu_time_millis_testing: 0.237, usercpu_time_millis_training: 42.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5972, f_measure: 0.5651, kappa: 0.1304, kb_relative_information_score: 71.8227, mean_absolute_error: 0.4754, 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: 0.9507, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1868.6447, usercpu_time_millis: 36.846, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 36.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.594, f_measure: 0.5733, kappa: 0.1469, kb_relative_information_score: 63.6555, mean_absolute_error: 0.4785, 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: 0.9571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1851.8968, usercpu_time_millis: 34.248, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 33.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5361, f_measure: 0.5116, kappa: 0.0248, kb_relative_information_score: 23.9021, mean_absolute_error: 0.4918, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5125, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5017, root_relative_squared_error: 1.0034, scimark_benchmark: 1856.815, usercpu_time_millis: 5.434, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 5.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0062, 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: 1864.2755, usercpu_time_millis: 1.253, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 1.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, f_measure: 0.5229, kappa: 0.0462, kb_relative_information_score: 28.3914, mean_absolute_error: 0.4903, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5231, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 1873.4078, usercpu_time_millis: 7.434, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 6.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.5, kb_relative_information_score: -0.0013, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, 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: 1870.8644, usercpu_time_millis: 1.774, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 1.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5789, f_measure: 0.552, kappa: 0.104, kb_relative_information_score: 55.5498, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.552, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9985, scimark_benchmark: 1852.9259, usercpu_time_millis: 12.168, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 12.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5136, f_measure: 0.5187, kappa: 0.038, kb_relative_information_score: 4.2071, mean_absolute_error: 0.4987, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.519, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1867.0876, usercpu_time_millis: 5.313, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 5.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5426, f_measure: 0.5099, kappa: 0.0198, kb_relative_information_score: 27.4773, mean_absolute_error: 0.4906, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5099, predictive_accuracy: 0.5099, prior_entropy: 1, recall: 0.5099, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1855.7237, usercpu_time_millis: 9.998, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 9.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5871, f_measure: 0.5533, kappa: 0.1073, kb_relative_information_score: 69.0956, mean_absolute_error: 0.4758, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5538, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1852.472, usercpu_time_millis: 8.73, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 8.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5453, f_measure: 0.5114, kappa: 0.0231, kb_relative_information_score: 28.5421, mean_absolute_error: 0.4903, 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: 0.9806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0022, scimark_benchmark: 1864.4376, usercpu_time_millis: 6.254, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 5.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5416, f_measure: 0.519, kappa: 0.0413, kb_relative_information_score: 25.0437, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5209, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9832, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1872.0299, usercpu_time_millis: 5.466, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 5.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0095, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, 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: 1858.1823, usercpu_time_millis: 1.557, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 1.272,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs