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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: 0.6053, f_measure: 0.5755, kappa: 0.1518, kb_relative_information_score: 77.3273, mean_absolute_error: 0.4736, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5762, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9912, scimark_benchmark: 789.8912, usercpu_time_millis: 280.485, usercpu_time_millis_testing: 2.795, usercpu_time_millis_training: 277.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: 0.0012, 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: 1864.2071, usercpu_time_millis: 0.639, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0231, 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: 1869.6309, usercpu_time_millis: 1.471, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 1.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5899, f_measure: 0.5669, kappa: 0.1353, kb_relative_information_score: 49.6057, mean_absolute_error: 0.4836, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5682, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9672, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4933, root_relative_squared_error: 0.9867, scimark_benchmark: 1822.71, usercpu_time_millis: 10.23, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 10.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5288, f_measure: 0.5113, kappa: 0.0231, kb_relative_information_score: 18.8863, mean_absolute_error: 0.4936, 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: 0.9871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5045, root_relative_squared_error: 1.009, scimark_benchmark: 1870.2804, usercpu_time_millis: 7.553, usercpu_time_millis_testing: 0.886, usercpu_time_millis_training: 6.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5464, f_measure: 0.522, kappa: 0.0495, kb_relative_information_score: 17.8926, mean_absolute_error: 0.4944, 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: 0.9888, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1824.5523, usercpu_time_millis: 41.958, usercpu_time_millis_testing: 0.459, usercpu_time_millis_training: 41.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6326, f_measure: 0.5932, kappa: 0.1865, kb_relative_information_score: 93.9135, mean_absolute_error: 0.4681, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5932, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4878, root_relative_squared_error: 0.9756, scimark_benchmark: 1832.903, usercpu_time_millis: 44.755, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 44.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 80.3095, mean_absolute_error: 0.4727, 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: 0.9454, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 789.5549, usercpu_time_millis: 40.225, usercpu_time_millis_testing: 0.643, usercpu_time_millis_training: 39.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6103, f_measure: 0.5816, kappa: 0.1634, kb_relative_information_score: 85.0624, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5817, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9901, scimark_benchmark: 1832.4448, usercpu_time_millis: 71.602, usercpu_time_millis_testing: 0.568, usercpu_time_millis_training: 71.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6117, f_measure: 0.5855, kappa: 0.1716, kb_relative_information_score: 91.1451, mean_absolute_error: 0.4685, 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: 0.937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9931, scimark_benchmark: 1867.725, usercpu_time_millis: 129.97, usercpu_time_millis_testing: 1.143, usercpu_time_millis_training: 128.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5795, f_measure: 0.5484, kappa: 0.099, kb_relative_information_score: 42.3612, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.55, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9886, scimark_benchmark: 1811.041, usercpu_time_millis: 72.337, usercpu_time_millis_testing: 0.653, usercpu_time_millis_training: 71.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6186, f_measure: 0.5855, kappa: 0.1716, kb_relative_information_score: 122.8918, mean_absolute_error: 0.4553, 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: 0.9107, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5022, root_relative_squared_error: 1.0045, scimark_benchmark: 1876.1631, usercpu_time_millis: 217.98, usercpu_time_millis_testing: 1.468, usercpu_time_millis_training: 216.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.5873, kappa: 0.1749, kb_relative_information_score: 102.4415, mean_absolute_error: 0.4644, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5876, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9884, scimark_benchmark: 1875.5079, usercpu_time_millis: 76.702, usercpu_time_millis_testing: 1.73, usercpu_time_millis_training: 74.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6153, f_measure: 0.5831, kappa: 0.1667, kb_relative_information_score: 91.3305, mean_absolute_error: 0.4686, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5836, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9895, scimark_benchmark: 1807.4841, usercpu_time_millis: 109.602, usercpu_time_millis_testing: 2.254, usercpu_time_millis_training: 107.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6273, f_measure: 0.5897, kappa: 0.1799, kb_relative_information_score: 97.07, mean_absolute_error: 0.4668, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5901, predictive_accuracy: 0.5899, prior_entropy: 1, recall: 0.5899, relative_absolute_error: 0.9336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4903, root_relative_squared_error: 0.9807, scimark_benchmark: 1786.8203, usercpu_time_millis: 207.38, usercpu_time_millis_testing: 1.568, usercpu_time_millis_training: 205.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6124, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 81.2878, mean_absolute_error: 0.4722, 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: 0.9445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.493, root_relative_squared_error: 0.9861, scimark_benchmark: 1771.5078, usercpu_time_millis: 214.198, usercpu_time_millis_testing: 1.177, usercpu_time_millis_training: 213.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5587, f_measure: 0.5286, kappa: 0.0594, kb_relative_information_score: 32.8271, mean_absolute_error: 0.4891, 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: 0.9781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1810.4746, usercpu_time_millis: 66.708, usercpu_time_millis_testing: 0.598, usercpu_time_millis_training: 66.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, f_measure: 0.5135, kappa: 0.0314, kb_relative_information_score: 9.2, mean_absolute_error: 0.4971, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.516, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1787.6795, usercpu_time_millis: 90.017, usercpu_time_millis_testing: 0.581, usercpu_time_millis_training: 89.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 77.3475, mean_absolute_error: 0.4736, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5759, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4938, root_relative_squared_error: 0.9876, scimark_benchmark: 1734.4265, usercpu_time_millis: 151.704, usercpu_time_millis_testing: 0.912, usercpu_time_millis_training: 150.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5253, f_measure: 0.5239, kappa: 0.0479, kb_relative_information_score: 12.1408, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5239, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5062, root_relative_squared_error: 1.0125, scimark_benchmark: 1867.725, usercpu_time_millis: 249.472, usercpu_time_millis_testing: 0.839, usercpu_time_millis_training: 248.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0242, 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: 1874.977, usercpu_time_millis: 1.484, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 1.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: 0.002, 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: 0.5001, root_relative_squared_error: 1.0001, scimark_benchmark: 1783.913, usercpu_time_millis: 0.418, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5637, f_measure: 0.5371, kappa: 0.0743, kb_relative_information_score: 37.8397, mean_absolute_error: 0.4872, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5371, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1746.5506, usercpu_time_millis: 21.643, usercpu_time_millis_testing: 0.705, usercpu_time_millis_training: 20.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.4992, kappa: -0.0017, kb_relative_information_score: -0.0146, 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: 1874.5188, usercpu_time_millis: 0.728, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 0.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0069, 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: 1872.4881, usercpu_time_millis: 1.945, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 1.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5171, kappa: 0.0347, kb_relative_information_score: 2.0499, mean_absolute_error: 0.4994, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5174, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1856.2273, usercpu_time_millis: 6.675, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 6.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5208, f_measure: 0.5229, kappa: 0.0462, kb_relative_information_score: 4.8613, mean_absolute_error: 0.4986, 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: 0.9971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 1875.7685, usercpu_time_millis: 3.845, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 3.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.5, kb_relative_information_score: -0.0035, 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: 1810.0485, usercpu_time_millis: 2.501, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 2.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.532, f_measure: 0.5291, kappa: 0.0611, kb_relative_information_score: 12.2896, mean_absolute_error: 0.4962, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5309, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1791.6692, usercpu_time_millis: 16.888, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 16.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5736, f_measure: 0.5477, kappa: 0.0957, kb_relative_information_score: 47.1901, mean_absolute_error: 0.4841, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5479, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9682, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1738.1722, usercpu_time_millis: 25.609, usercpu_time_millis_testing: 0.573, usercpu_time_millis_training: 25.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5761, f_measure: 0.5466, kappa: 0.0957, kb_relative_information_score: 44.1102, mean_absolute_error: 0.4852, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5484, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1757.8489, usercpu_time_millis: 11.4, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 11.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.5997, kappa: 0.1997, kb_relative_information_score: 96.6068, mean_absolute_error: 0.4669, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5999, predictive_accuracy: 0.5998, prior_entropy: 1, recall: 0.5998, relative_absolute_error: 0.9339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1873.5991, usercpu_time_millis: 12.503, usercpu_time_millis_testing: 0.809, usercpu_time_millis_training: 11.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.5245, kappa: 0.0528, kb_relative_information_score: 27.1149, mean_absolute_error: 0.4911, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5268, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9957, scimark_benchmark: 1871.9601, usercpu_time_millis: 18.423, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 18.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6285, f_measure: 0.5931, kappa: 0.1865, kb_relative_information_score: 84.4336, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5934, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9743, scimark_benchmark: 1869.2273, usercpu_time_millis: 28.661, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 28.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5363, f_measure: 0.5215, kappa: 0.0479, kb_relative_information_score: 19.8941, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5244, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9869, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9973, scimark_benchmark: 1833.5756, usercpu_time_millis: 14.554, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 14.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5423, f_measure: 0.5295, kappa: 0.066, kb_relative_information_score: 16.5506, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.534, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1810.1681, usercpu_time_millis: 19.701, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 19.419,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5238, f_measure: 0.527, kappa: 0.0545, kb_relative_information_score: 6.219, mean_absolute_error: 0.4981, 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: 0.9963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1830.3328, usercpu_time_millis: 1.282, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.531, f_measure: 0.5189, kappa: 0.0429, kb_relative_information_score: 12.2227, mean_absolute_error: 0.4962, 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: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9981, scimark_benchmark: 1833.9574, usercpu_time_millis: 13.917, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 13.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5856, f_measure: 0.5517, kappa: 0.104, kb_relative_information_score: 56.463, mean_absolute_error: 0.4809, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5521, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9617, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9933, scimark_benchmark: 1760.6896, usercpu_time_millis: 49.304, usercpu_time_millis_testing: 1.057, usercpu_time_millis_training: 48.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5534, f_measure: 0.5303, kappa: 0.0644, kb_relative_information_score: 25.6897, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5327, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1830.8384, usercpu_time_millis: 61.637, usercpu_time_millis_testing: 0.563, usercpu_time_millis_training: 61.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6264, f_measure: 0.5912, kappa: 0.1832, kb_relative_information_score: 101.9985, mean_absolute_error: 0.4648, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5919, predictive_accuracy: 0.5916, prior_entropy: 1, recall: 0.5916, relative_absolute_error: 0.9296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4917, root_relative_squared_error: 0.9834, scimark_benchmark: 1857.5552, usercpu_time_millis: 61.272, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 60.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.577, f_measure: 0.5487, kappa: 0.0974, kb_relative_information_score: 51.2298, mean_absolute_error: 0.4825, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5487, predictive_accuracy: 0.5487, prior_entropy: 1, recall: 0.5487, relative_absolute_error: 0.9651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9959, scimark_benchmark: 1859.1004, usercpu_time_millis: 64.588, usercpu_time_millis_testing: 0.824, usercpu_time_millis_training: 63.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.613, f_measure: 0.5847, kappa: 0.17, kb_relative_information_score: 84.8029, mean_absolute_error: 0.4709, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5852, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4934, root_relative_squared_error: 0.9868, scimark_benchmark: 1763.2777, usercpu_time_millis: 81.773, usercpu_time_millis_testing: 0.984, usercpu_time_millis_training: 80.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 71.1764, mean_absolute_error: 0.4757, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.571, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9514, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1813.0849, usercpu_time_millis: 106.059, usercpu_time_millis_testing: 1.744, usercpu_time_millis_training: 104.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5944, f_measure: 0.5685, kappa: 0.137, kb_relative_information_score: 69.1975, mean_absolute_error: 0.4764, 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: 0.9527, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1754.5542, usercpu_time_millis: 183.674, usercpu_time_millis_testing: 1.613, usercpu_time_millis_training: 182.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6159, f_measure: 0.5897, kappa: 0.1799, kb_relative_information_score: 119.0543, mean_absolute_error: 0.4569, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5902, predictive_accuracy: 0.5899, prior_entropy: 1, recall: 0.5899, relative_absolute_error: 0.9138, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5029, root_relative_squared_error: 1.0057, scimark_benchmark: 1784.1747, usercpu_time_millis: 247.125, usercpu_time_millis_testing: 1.011, usercpu_time_millis_training: 246.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.5017, kappa: 0.0033, kb_relative_information_score: 0.0076, 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: 1832.1401, usercpu_time_millis: 2.485, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 2.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5957, f_measure: 0.571, kappa: 0.1419, kb_relative_information_score: 70.9605, mean_absolute_error: 0.4758, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.571, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9959, scimark_benchmark: 1777.4958, usercpu_time_millis: 158.723, usercpu_time_millis_testing: 1.851, usercpu_time_millis_training: 156.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6134, f_measure: 0.5905, kappa: 0.1815, kb_relative_information_score: 122.9896, mean_absolute_error: 0.455, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.591, predictive_accuracy: 0.5908, prior_entropy: 1, recall: 0.5908, relative_absolute_error: 0.9099, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5071, root_relative_squared_error: 1.0143, scimark_benchmark: 1857.0358, usercpu_time_millis: 173.957, usercpu_time_millis_testing: 0.927, usercpu_time_millis_training: 173.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.5685, kappa: 0.137, kb_relative_information_score: 78.4483, mean_absolute_error: 0.4728, 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: 0.9455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5012, root_relative_squared_error: 1.0024, scimark_benchmark: 1830.3328, usercpu_time_millis: 267.346, usercpu_time_millis_testing: 0.923, usercpu_time_millis_training: 266.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0153, 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: 1764.036, usercpu_time_millis: 0.849, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 0.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.5127, kappa: 0.0297, kb_relative_information_score: 14.3682, mean_absolute_error: 0.4955, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5151, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1857.1054, usercpu_time_millis: 3.469, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 3.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5869, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 56.2473, mean_absolute_error: 0.4809, 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: 0.9618, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9919, scimark_benchmark: 1830.3328, usercpu_time_millis: 4.362, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 4.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5835, f_measure: 0.5593, kappa: 0.1188, kb_relative_information_score: 55.9261, mean_absolute_error: 0.4812, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5595, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.9623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9975, scimark_benchmark: 1756.3523, usercpu_time_millis: 11.827, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 11.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5316, f_measure: 0.5174, kappa: 0.0396, kb_relative_information_score: 19.8854, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5202, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1854.9753, usercpu_time_millis: 14.499, usercpu_time_millis_testing: 0.752, usercpu_time_millis_training: 13.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5528, f_measure: 0.5312, kappa: 0.066, kb_relative_information_score: 18.6771, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5335, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1828.834, usercpu_time_millis: 65.437, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 64.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6006, f_measure: 0.5708, kappa: 0.1419, kb_relative_information_score: 78.307, mean_absolute_error: 0.4731, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.571, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9461, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1757.8338, usercpu_time_millis: 122.809, usercpu_time_millis_testing: 1.604, usercpu_time_millis_training: 121.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 90.267, mean_absolute_error: 0.4687, 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: 0.9373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1767.6013, usercpu_time_millis: 172.445, usercpu_time_millis_testing: 0.964, usercpu_time_millis_training: 171.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0124, 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: 1762.6444, usercpu_time_millis: 0.805, usercpu_time_millis_testing: 0.115, usercpu_time_millis_training: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0158, 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: 1751.472, usercpu_time_millis: 1.927, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 1.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5216, f_measure: 0.509, kappa: 0.0231, kb_relative_information_score: 13.7808, mean_absolute_error: 0.4954, 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: 0.9909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1833.9574, usercpu_time_millis: 2.813, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 2.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0045, 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: 1844.3163, usercpu_time_millis: 1.155, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 1.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5371, f_measure: 0.5394, kappa: 0.0792, kb_relative_information_score: 11.66, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5397, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 1864.2755, usercpu_time_millis: 19.429, usercpu_time_millis_testing: 0.135, usercpu_time_millis_training: 19.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5971, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 70.0669, mean_absolute_error: 0.4761, 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: 0.9522, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1840.4463, usercpu_time_millis: 33.994, usercpu_time_millis_testing: 0.622, usercpu_time_millis_training: 33.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5447, f_measure: 0.5313, kappa: 0.066, kb_relative_information_score: 14.2602, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5335, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9973, scimark_benchmark: 1801.123, usercpu_time_millis: 35.604, usercpu_time_millis_testing: 0.697, usercpu_time_millis_training: 34.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5624, f_measure: 0.5363, kappa: 0.0726, kb_relative_information_score: 39.6005, mean_absolute_error: 0.4865, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5363, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1833.1981, usercpu_time_millis: 41.714, usercpu_time_millis_testing: 1.225, usercpu_time_millis_training: 40.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6099, f_measure: 0.5774, kappa: 0.1601, kb_relative_information_score: 61.5826, mean_absolute_error: 0.4796, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.582, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9798, scimark_benchmark: 1844.3163, usercpu_time_millis: 56.733, usercpu_time_millis_testing: 1.291, usercpu_time_millis_training: 55.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.5989, kappa: 0.198, kb_relative_information_score: 108.6471, mean_absolute_error: 0.4624, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5991, predictive_accuracy: 0.599, prior_entropy: 1, recall: 0.599, relative_absolute_error: 0.9249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4891, root_relative_squared_error: 0.9783, scimark_benchmark: 1850.4289, usercpu_time_millis: 112.534, usercpu_time_millis_testing: 0.712, usercpu_time_millis_training: 111.822,

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