OpenML
Supervised Classification on monks-problems-2

Supervised Classification on monks-problems-2

Task 146065 Supervised Classification monks-problems-2 261942 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6324, f_measure: 0.5213, kb_relative_information_score: 4.9151, mean_absolute_error: 0.4458, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9891, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4701, root_relative_squared_error: 0.9904, scimark_benchmark: 1751.1809, usercpu_time_millis: 1.313, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 1.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1561, mean_absolute_error: 0.4505, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4747, root_relative_squared_error: 1, scimark_benchmark: 1779.985, usercpu_time_millis: 1.027, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 0.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.5213, kb_relative_information_score: 0.4688, mean_absolute_error: 0.4504, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1859.2172, usercpu_time_millis: 0.556, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 0.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, f_measure: 0.5213, kb_relative_information_score: 40.1485, mean_absolute_error: 0.4226, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9376, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4496, root_relative_squared_error: 0.9472, scimark_benchmark: 1869.2942, usercpu_time_millis: 1.456, usercpu_time_millis_testing: 0.237, usercpu_time_millis_training: 1.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5213, kb_relative_information_score: 0.3674, mean_absolute_error: 0.4499, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4747, root_relative_squared_error: 1.0001, scimark_benchmark: 1741.4972, usercpu_time_millis: 0.081, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7745, f_measure: 0.5213, kb_relative_information_score: 21.2103, mean_absolute_error: 0.4367, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4611, root_relative_squared_error: 0.9714, scimark_benchmark: 1766.2598, usercpu_time_millis: 0.355, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 0.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6207, kappa: 0.1389, kb_relative_information_score: 41.2126, mean_absolute_error: 0.4117, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.6153, predictive_accuracy: 0.6373, prior_entropy: 0.9279, recall: 0.6373, relative_absolute_error: 0.9134, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4606, root_relative_squared_error: 0.9704, scimark_benchmark: 1867.725, usercpu_time_millis: 0.066, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8259, f_measure: 0.5213, kb_relative_information_score: 42.1889, mean_absolute_error: 0.4237, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9401, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4492, root_relative_squared_error: 0.9464, scimark_benchmark: 1742.7467, usercpu_time_millis: 2.362, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 1.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4893, f_measure: 0.5213, kb_relative_information_score: -4.6687, mean_absolute_error: 0.4502, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.475, root_relative_squared_error: 1.0008, scimark_benchmark: 1870.2804, usercpu_time_millis: 0.998, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5442, f_measure: 0.5213, kb_relative_information_score: -0.8563, mean_absolute_error: 0.4493, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4736, root_relative_squared_error: 0.9978, scimark_benchmark: 1871.5019, usercpu_time_millis: 1.328, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 1.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, f_measure: 0.5938, kappa: 0.123, kb_relative_information_score: 57.862, mean_absolute_error: 0.411, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.7598, predictive_accuracy: 0.6889, prior_entropy: 0.9279, recall: 0.6889, relative_absolute_error: 0.9118, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4417, root_relative_squared_error: 0.9306, scimark_benchmark: 1871.9601, usercpu_time_millis: 1.567, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 1.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.958, kappa: 0.906, kb_relative_information_score: 295.6515, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.959, predictive_accuracy: 0.9584, prior_entropy: 0.9279, recall: 0.9584, relative_absolute_error: 0.5778, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.6226, scimark_benchmark: 1778.6201, usercpu_time_millis: 1.736, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 1.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9698, kappa: 0.9324, kb_relative_information_score: 354.0792, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9707, predictive_accuracy: 0.9701, prior_entropy: 0.9279, recall: 0.9701, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.256, root_relative_squared_error: 0.5394, scimark_benchmark: 1749.5957, usercpu_time_millis: 0.404, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8456, kappa: 0.6489, kb_relative_information_score: 187.4635, mean_absolute_error: 0.3289, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8622, predictive_accuracy: 0.8536, prior_entropy: 0.9279, recall: 0.8536, relative_absolute_error: 0.7297, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.7756, scimark_benchmark: 2134.9975, usercpu_time_millis: 0.312, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9967, kappa: 0.9926, kb_relative_information_score: 498.5308, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 0.9279, recall: 0.9967, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.13, root_relative_squared_error: 0.2738, scimark_benchmark: 1253.4535, usercpu_time_millis: 3.74, usercpu_time_millis_testing: 0.586, usercpu_time_millis_training: 3.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5876, kappa: 0.0819, kb_relative_information_score: 22.948, mean_absolute_error: 0.4288, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.6175, predictive_accuracy: 0.6589, prior_entropy: 0.9279, recall: 0.6589, relative_absolute_error: 0.9514, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.464, root_relative_squared_error: 0.9775, scimark_benchmark: 1753.245, usercpu_time_millis: 0.301, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 0.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8278, kappa: 0.6134, kb_relative_information_score: 230.8536, mean_absolute_error: 0.2871, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8278, predictive_accuracy: 0.8303, prior_entropy: 0.9279, recall: 0.8303, relative_absolute_error: 0.6371, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7454, scimark_benchmark: 1750.3868, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9101, kappa: 0.7961, kb_relative_information_score: 250.1605, mean_absolute_error: 0.2918, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9225, predictive_accuracy: 0.9135, prior_entropy: 0.9279, recall: 0.9135, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.6935, scimark_benchmark: 1872.4216, usercpu_time_millis: 5.387, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 4.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.494, f_measure: 0.5213, kb_relative_information_score: 0.3061, mean_absolute_error: 0.4505, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1764.0968, usercpu_time_millis: 1.048, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6082, f_measure: 0.5213, kb_relative_information_score: 9.0756, mean_absolute_error: 0.4414, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9793, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4676, root_relative_squared_error: 0.9851, scimark_benchmark: 1767.8734, usercpu_time_millis: 0.896, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 0.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8041, kappa: 0.5548, kb_relative_information_score: 155.7411, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8583, predictive_accuracy: 0.8236, prior_entropy: 0.9279, recall: 0.8236, relative_absolute_error: 0.7776, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3863, root_relative_squared_error: 0.814, scimark_benchmark: 1173.3128, usercpu_time_millis: 2.013, usercpu_time_millis_testing: 0.578, usercpu_time_millis_training: 1.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7247, f_measure: 0.5213, kb_relative_information_score: 28.6387, mean_absolute_error: 0.4292, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4557, root_relative_squared_error: 0.9601, scimark_benchmark: 1261.5802, usercpu_time_millis: 3.141, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 2.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.7524, kappa: 0.4412, kb_relative_information_score: 132.9017, mean_absolute_error: 0.3649, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8345, predictive_accuracy: 0.7854, prior_entropy: 0.9279, recall: 0.7854, relative_absolute_error: 0.8097, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.8425, scimark_benchmark: 1756.4112, usercpu_time_millis: 2.062, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 1.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8267, kappa: 0.6057, kb_relative_information_score: 165.5603, mean_absolute_error: 0.3465, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8726, predictive_accuracy: 0.8419, prior_entropy: 0.9279, recall: 0.8419, relative_absolute_error: 0.7687, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3804, root_relative_squared_error: 0.8014, scimark_benchmark: 1206.9726, usercpu_time_millis: 8.275, usercpu_time_millis_testing: 1.493, usercpu_time_millis_training: 6.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7333, f_measure: 0.5213, kb_relative_information_score: 37.9752, mean_absolute_error: 0.4242, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9412, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9518, scimark_benchmark: 1163.3542, usercpu_time_millis: 0.635, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 0.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7164, f_measure: 0.5213, kb_relative_information_score: 28.8717, mean_absolute_error: 0.429, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9519, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4556, root_relative_squared_error: 0.96, scimark_benchmark: 1756.2932, usercpu_time_millis: 2.858, usercpu_time_millis_testing: 0.508, usercpu_time_millis_training: 2.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5332, f_measure: 0.5213, kb_relative_information_score: -2.3037, mean_absolute_error: 0.4493, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4737, root_relative_squared_error: 0.998, scimark_benchmark: 1738.9183, usercpu_time_millis: 0.632, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.875, kappa: 0.7157, kb_relative_information_score: 200.333, mean_absolute_error: 0.3252, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8969, predictive_accuracy: 0.8819, prior_entropy: 0.9279, recall: 0.8819, relative_absolute_error: 0.7216, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.7576, scimark_benchmark: 1732.2262, usercpu_time_millis: 1.683, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 1.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.8687, kappa: 0.701, kb_relative_information_score: 189.8988, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8963, predictive_accuracy: 0.8769, prior_entropy: 0.9279, recall: 0.8769, relative_absolute_error: 0.738, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3663, root_relative_squared_error: 0.7717, scimark_benchmark: 1725.4897, usercpu_time_millis: 1.84, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 1.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9099, kappa: 0.7956, kb_relative_information_score: 234.1578, mean_absolute_error: 0.3045, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9235, predictive_accuracy: 0.9135, prior_entropy: 0.9279, recall: 0.9135, relative_absolute_error: 0.6755, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.7133, scimark_benchmark: 1753.4304, usercpu_time_millis: 5.8, usercpu_time_millis_testing: 0.961, usercpu_time_millis_training: 4.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 495.1731, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9279, recall: 1, relative_absolute_error: 0.2252, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.2792, scimark_benchmark: 1772.1511, usercpu_time_millis: 7.977, usercpu_time_millis_testing: 1.177, usercpu_time_millis_training: 6.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.5289, kappa: 0.0127, kb_relative_information_score: 42.0028, mean_absolute_error: 0.4226, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.7762, predictive_accuracy: 0.6606, prior_entropy: 0.9279, recall: 0.6606, relative_absolute_error: 0.9376, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4484, root_relative_squared_error: 0.9448, scimark_benchmark: 1875.2434, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5083, f_measure: 0.5213, kb_relative_information_score: -5.5094, mean_absolute_error: 0.4498, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4748, root_relative_squared_error: 1.0003, scimark_benchmark: 1755.2193, usercpu_time_millis: 0.742, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 0.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.5251, kappa: 0.0064, kb_relative_information_score: 36.9061, mean_absolute_error: 0.4237, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.7754, predictive_accuracy: 0.6589, prior_entropy: 0.9279, recall: 0.6589, relative_absolute_error: 0.94, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4491, root_relative_squared_error: 0.9461, scimark_benchmark: 1751.7584, usercpu_time_millis: 0.981, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 0.824,
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: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 541.4259, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9279, recall: 1, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.1837, scimark_benchmark: 1756.2894, usercpu_time_millis: 0.701, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.7635, kappa: 0.463, kb_relative_information_score: 139.6793, mean_absolute_error: 0.3594, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8143, predictive_accuracy: 0.7887, prior_entropy: 0.9279, recall: 0.7887, relative_absolute_error: 0.7974, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3958, root_relative_squared_error: 0.834, scimark_benchmark: 1754.4143, usercpu_time_millis: 0.158, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 581.973, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9279, recall: 1, relative_absolute_error: 0.041, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.0453, root_relative_squared_error: 0.0954, scimark_benchmark: 1756.4112, usercpu_time_millis: 2.713, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 2.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5468, f_measure: 0.5213, kb_relative_information_score: -3.3478, mean_absolute_error: 0.4484, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.9976, scimark_benchmark: 1258.7024, usercpu_time_millis: 0.723, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 0.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.7656, kappa: 0.4701, kb_relative_information_score: 141.7007, mean_absolute_error: 0.3615, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8439, predictive_accuracy: 0.7953, prior_entropy: 0.9279, recall: 0.7953, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3946, root_relative_squared_error: 0.8314, scimark_benchmark: 1752.6238, usercpu_time_millis: 2.894, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 2.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1299.2545, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4889, f_measure: 0.5643, kappa: 0.0167, kb_relative_information_score: -2.916, mean_absolute_error: 0.4481, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.5602, predictive_accuracy: 0.6223, prior_entropy: 0.9279, recall: 0.6223, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4815, root_relative_squared_error: 1.0146, scimark_benchmark: 1290.4312, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1316.9263, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1317.2642, usercpu_time_millis: 0.085, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1322.3226, usercpu_time_millis: 0.085, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1356.2731, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1291.693, usercpu_time_millis: 0.083, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1297.0013, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1283.125, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1322.8352, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1329.4054, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1322.7724, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1319.1684, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1297.3549, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1298.2951, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1319.4508, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1315.9556, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1313.8393, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1311.12, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1327.1311, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1292.317, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1309.3554, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1307.2724, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1301.8006, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1300.4475, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1324.9285, usercpu_time_millis: 0.083, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1322.011, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1315.8507, usercpu_time_millis: 0.084, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1326.8612, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1304.476, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1305.2473, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1308.1461, usercpu_time_millis: 0.08, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.051,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1302.0578, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1308.6055, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1322.2832, usercpu_time_millis: 0.084, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1323.7469, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.059,

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