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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: 0.4967, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0205, 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: 1870.742, usercpu_time_millis: 1.597, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 1.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5609, f_measure: 0.5338, kappa: 0.0677, kb_relative_information_score: 38.7495, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9967, scimark_benchmark: 1863.8256, usercpu_time_millis: 27.177, usercpu_time_millis_testing: 0.611, usercpu_time_millis_training: 26.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5733, f_measure: 0.5411, kappa: 0.0842, kb_relative_information_score: 32.2262, mean_absolute_error: 0.4897, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5424, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9794, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 783.5057, usercpu_time_millis: 30.435, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 30.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5273, f_measure: 0.5238, kappa: 0.0528, kb_relative_information_score: 11.2281, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.527, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9981, scimark_benchmark: 1839.6513, usercpu_time_millis: 31.326, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 30.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5667, f_measure: 0.5245, kappa: 0.0512, kb_relative_information_score: 36.2538, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5258, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1739.4805, usercpu_time_millis: 35.816, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 35.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.5805, kappa: 0.1617, kb_relative_information_score: 82.4597, mean_absolute_error: 0.4716, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5811, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9916, scimark_benchmark: 1868.7112, usercpu_time_millis: 37.513, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 37.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.594, kappa: 0.1881, kb_relative_information_score: 93.902, mean_absolute_error: 0.4677, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5941, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9354, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9917, scimark_benchmark: 1733.9317, usercpu_time_millis: 42.678, usercpu_time_millis_testing: 1.867, usercpu_time_millis_training: 40.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5653, f_measure: 0.5299, kappa: 0.0611, kb_relative_information_score: 38.6547, mean_absolute_error: 0.487, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5307, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9969, scimark_benchmark: 1868.8974, usercpu_time_millis: 43.267, usercpu_time_millis_testing: 1.242, usercpu_time_millis_training: 42.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5501, f_measure: 0.5279, kappa: 0.0611, kb_relative_information_score: 21.358, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5312, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1873.5293, usercpu_time_millis: 50.393, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 49.877,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5693, f_measure: 0.5439, kappa: 0.0891, kb_relative_information_score: 40.225, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5448, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9953, scimark_benchmark: 1870.742, usercpu_time_millis: 60.614, usercpu_time_millis_testing: 0.946, usercpu_time_millis_training: 59.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6152, f_measure: 0.5787, kappa: 0.1601, kb_relative_information_score: 64.5123, mean_absolute_error: 0.4786, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5811, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.489, root_relative_squared_error: 0.9781, scimark_benchmark: 1875.5079, usercpu_time_millis: 70.534, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 69.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6077, f_measure: 0.5697, kappa: 0.1403, kb_relative_information_score: 80.794, mean_absolute_error: 0.4724, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5704, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1872.4216, usercpu_time_millis: 76.088, usercpu_time_millis_testing: 0.819, usercpu_time_millis_training: 75.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6154, f_measure: 0.5856, kappa: 0.1716, kb_relative_information_score: 85.1723, mean_absolute_error: 0.4709, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.586, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4931, root_relative_squared_error: 0.9862, scimark_benchmark: 1872.4881, usercpu_time_millis: 124.386, usercpu_time_millis_testing: 0.767, usercpu_time_millis_training: 123.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.5856, kappa: 0.1716, kb_relative_information_score: 96.0833, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.586, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4911, root_relative_squared_error: 0.9822, scimark_benchmark: 1872.4881, usercpu_time_millis: 188.881, usercpu_time_millis_testing: 0.88, usercpu_time_millis_training: 188.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6303, f_measure: 0.5963, kappa: 0.1931, kb_relative_information_score: 101.6066, mean_absolute_error: 0.4652, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5967, predictive_accuracy: 0.5965, prior_entropy: 1, recall: 0.5965, relative_absolute_error: 0.9304, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.49, root_relative_squared_error: 0.9801, scimark_benchmark: 789.6492, usercpu_time_millis: 225.334, usercpu_time_millis_testing: 0.769, usercpu_time_millis_training: 224.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5887, f_measure: 0.5683, kappa: 0.137, kb_relative_information_score: 54.5997, mean_absolute_error: 0.4818, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5686, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9905, scimark_benchmark: 1872.4881, usercpu_time_millis: 328.134, usercpu_time_millis_testing: 0.883, usercpu_time_millis_training: 327.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0112, 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: 1873.9387, usercpu_time_millis: 1.158, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6011, f_measure: 0.5708, kappa: 0.1419, kb_relative_information_score: 80.5521, mean_absolute_error: 0.4721, 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: 0.9441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9969, scimark_benchmark: 1825.8498, usercpu_time_millis: 3.173, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 3.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0097, 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: 1873.5991, usercpu_time_millis: 1.061, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 0.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: 0.0038, 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: 1870.6721, usercpu_time_millis: 2.241, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 1.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5218, f_measure: 0.5087, kappa: 0.0215, kb_relative_information_score: 15.3958, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5109, predictive_accuracy: 0.5107, prior_entropy: 1, recall: 0.5107, relative_absolute_error: 0.9897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1868.1832, usercpu_time_millis: 7.778, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 7.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5499, f_measure: 0.5313, kappa: 0.0627, kb_relative_information_score: 29.577, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5314, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9801, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1824.9301, usercpu_time_millis: 9.998, usercpu_time_millis_testing: 0.702, usercpu_time_millis_training: 9.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6204, f_measure: 0.5904, kappa: 0.1815, kb_relative_information_score: 97.5562, mean_absolute_error: 0.4662, 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: 0.9324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4934, root_relative_squared_error: 0.9867, scimark_benchmark: 1871.2001, usercpu_time_millis: 18.333, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 18.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5753, f_measure: 0.5518, kappa: 0.104, kb_relative_information_score: 47.6564, mean_absolute_error: 0.4838, 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: 0.9677, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 790.2522, usercpu_time_millis: 22.815, usercpu_time_millis_testing: 0.519, usercpu_time_millis_training: 22.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 65.9365, mean_absolute_error: 0.4779, 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: 0.9559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9921, scimark_benchmark: 1872.4216, usercpu_time_millis: 26.419, usercpu_time_millis_testing: 1.551, usercpu_time_millis_training: 24.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5537, f_measure: 0.5307, kappa: 0.0677, kb_relative_information_score: 21.4142, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5348, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1823.9063, usercpu_time_millis: 34.081, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 33.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5899, f_measure: 0.5569, kappa: 0.1139, kb_relative_information_score: 55.4466, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5569, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9629, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1827.36, usercpu_time_millis: 39.037, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 38.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5381, f_measure: 0.5201, kappa: 0.0446, kb_relative_information_score: 14.8021, mean_absolute_error: 0.4953, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5227, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1873.0711, usercpu_time_millis: 43.538, usercpu_time_millis_testing: 0.693, usercpu_time_millis_training: 42.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, f_measure: 0.5433, kappa: 0.0875, kb_relative_information_score: 41.2348, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5439, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9939, scimark_benchmark: 1874.1301, usercpu_time_millis: 48.616, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 48.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.5756, kappa: 0.1518, kb_relative_information_score: 90.5018, mean_absolute_error: 0.469, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5761, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9878, scimark_benchmark: 1869.8223, usercpu_time_millis: 53.869, usercpu_time_millis_testing: 1.18, usercpu_time_millis_training: 52.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5935, f_measure: 0.5625, kappa: 0.1254, kb_relative_information_score: 65.5765, mean_absolute_error: 0.4778, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5628, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1868.784, usercpu_time_millis: 44.37, usercpu_time_millis_testing: 1.51, usercpu_time_millis_training: 42.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5583, f_measure: 0.5303, kappa: 0.0644, kb_relative_information_score: 30.8938, mean_absolute_error: 0.4898, 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: 0.9796, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9937, scimark_benchmark: 1805.8177, usercpu_time_millis: 60.654, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 59.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6115, f_measure: 0.5747, kappa: 0.1502, kb_relative_information_score: 85.0231, mean_absolute_error: 0.4709, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5753, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1872.5609, usercpu_time_millis: 90.393, usercpu_time_millis_testing: 1.146, usercpu_time_millis_training: 89.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6205, f_measure: 0.5862, kappa: 0.1733, kb_relative_information_score: 102.2982, mean_absolute_error: 0.4644, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.587, predictive_accuracy: 0.5866, prior_entropy: 1, recall: 0.5866, relative_absolute_error: 0.9287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1825.5837, usercpu_time_millis: 135.498, usercpu_time_millis_testing: 0.793, usercpu_time_millis_training: 134.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6063, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 88.0027, mean_absolute_error: 0.4695, 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: 0.939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9954, scimark_benchmark: 1869.2497, usercpu_time_millis: 133.59, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 133.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6172, f_measure: 0.5847, kappa: 0.17, kb_relative_information_score: 97.7882, mean_absolute_error: 0.4659, 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: 0.9318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.9899, scimark_benchmark: 1869.2942, usercpu_time_millis: 160.877, usercpu_time_millis_testing: 1.832, usercpu_time_millis_training: 159.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6033, f_measure: 0.5792, kappa: 0.1584, kb_relative_information_score: 84.9894, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5792, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1872.8797, usercpu_time_millis: 190.97, usercpu_time_millis_testing: 1.156, usercpu_time_millis_training: 189.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6058, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 80.9464, mean_absolute_error: 0.4723, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5826, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 784.8654, usercpu_time_millis: 286.783, usercpu_time_millis_testing: 3.098, usercpu_time_millis_training: 283.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5485, f_measure: 0.5247, kappa: 0.0495, kb_relative_information_score: 29.8093, mean_absolute_error: 0.4899, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0019, scimark_benchmark: 1845.2138, usercpu_time_millis: 2.774, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 2.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0037, 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: 1868.1832, usercpu_time_millis: 2.111, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 1.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5238, f_measure: 0.5253, kappa: 0.0545, kb_relative_information_score: 9.5751, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5277, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1870.9768, usercpu_time_millis: 9.464, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 9.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.5216, kappa: 0.0479, kb_relative_information_score: 18.6174, mean_absolute_error: 0.4939, 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: 0.9877, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1865.8853, usercpu_time_millis: 17.704, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 17.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.565, f_measure: 0.5335, kappa: 0.0693, kb_relative_information_score: 34.0968, mean_absolute_error: 0.4887, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.535, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9775, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1869.7524, usercpu_time_millis: 47.621, usercpu_time_millis_testing: 0.566, usercpu_time_millis_training: 47.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: -0.0095, 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: 1857.3304, usercpu_time_millis: 0.952, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 0.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5095, f_measure: 0.5136, kappa: 0.0281, kb_relative_information_score: 2.223, mean_absolute_error: 0.4994, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5141, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0013, scimark_benchmark: 1870.742, usercpu_time_millis: 6.002, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 5.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5134, f_measure: 0.4991, kappa: 0.0017, kb_relative_information_score: 13.6601, mean_absolute_error: 0.4952, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5008, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5034, root_relative_squared_error: 1.0069, scimark_benchmark: 1867.9854, usercpu_time_millis: 8.733, usercpu_time_millis_testing: 0.935, usercpu_time_millis_training: 7.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5803, f_measure: 0.5523, kappa: 0.1073, kb_relative_information_score: 38.9183, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5543, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1874.977, usercpu_time_millis: 59.114, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 58.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6112, f_measure: 0.5796, kappa: 0.1601, kb_relative_information_score: 102.7504, mean_absolute_error: 0.4636, 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: 0.9272, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1872.4881, usercpu_time_millis: 62.686, usercpu_time_millis_testing: 1.121, usercpu_time_millis_training: 61.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5977, f_measure: 0.5633, kappa: 0.1271, kb_relative_information_score: 67.0744, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5637, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 783.8484, usercpu_time_millis: 86.719, usercpu_time_millis_testing: 1.021, usercpu_time_millis_training: 85.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 73.9261, mean_absolute_error: 0.4747, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5767, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1868.5234, usercpu_time_millis: 119.446, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 119.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6042, f_measure: 0.5775, kappa: 0.1551, kb_relative_information_score: 69.552, mean_absolute_error: 0.4765, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5776, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9529, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4932, root_relative_squared_error: 0.9863, scimark_benchmark: 1869.8223, usercpu_time_millis: 111.062, usercpu_time_millis_testing: 0.931, usercpu_time_millis_training: 110.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6305, f_measure: 0.5891, kappa: 0.1782, kb_relative_information_score: 89.6862, mean_absolute_error: 0.4697, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5891, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9762, scimark_benchmark: 1860.5287, usercpu_time_millis: 157.705, usercpu_time_millis_testing: 1.227, usercpu_time_millis_training: 156.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6006, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 77.2544, mean_absolute_error: 0.4735, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5718, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1874.4489, usercpu_time_millis: 194.086, usercpu_time_millis_testing: 1.135, usercpu_time_millis_training: 192.951,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0167, 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: 1877.8658, usercpu_time_millis: 1.725, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 1.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0148, 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: 1868.2531, usercpu_time_millis: 1.742, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 1.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5743, f_measure: 0.5502, kappa: 0.1007, kb_relative_information_score: 48.753, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5504, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1869.1727, usercpu_time_millis: 17.026, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 16.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6249, f_measure: 0.6028, kappa: 0.2063, kb_relative_information_score: 124.3281, mean_absolute_error: 0.4554, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6035, predictive_accuracy: 0.6031, prior_entropy: 1, recall: 0.6031, 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: 1853.3248, usercpu_time_millis: 65.853, usercpu_time_millis_testing: 0.936, usercpu_time_millis_training: 64.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5477, f_measure: 0.5353, kappa: 0.0776, kb_relative_information_score: 24.03, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.54, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1869.1029, usercpu_time_millis: 63.86, usercpu_time_millis_testing: 0.683, usercpu_time_millis_training: 63.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6291, f_measure: 0.5915, kappa: 0.1832, kb_relative_information_score: 98.0314, mean_absolute_error: 0.4664, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5916, predictive_accuracy: 0.5916, prior_entropy: 1, recall: 0.5916, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4896, root_relative_squared_error: 0.9793, scimark_benchmark: 1874.4489, usercpu_time_millis: 81.735, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 81.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5632, f_measure: 0.5313, kappa: 0.0677, kb_relative_information_score: 21.3074, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5346, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1873.0711, usercpu_time_millis: 146.106, usercpu_time_millis_testing: 0.609, usercpu_time_millis_training: 145.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.4949, kb_relative_information_score: 0.0067, 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: 1815.8433, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 0.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.52, kappa: 0.0462, kb_relative_information_score: 12.0351, mean_absolute_error: 0.4962, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5237, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9983, scimark_benchmark: 1821.2044, usercpu_time_millis: 11.033, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 10.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5447, f_measure: 0.519, kappa: 0.038, kb_relative_information_score: 29.3232, mean_absolute_error: 0.4899, 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: 0.9799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1872.8892, usercpu_time_millis: 15.489, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 15.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6251, f_measure: 0.5882, kappa: 0.1766, kb_relative_information_score: 119.8992, mean_absolute_error: 0.4571, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5884, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9143, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1818.7579, usercpu_time_millis: 13.308, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 13.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5278, f_measure: 0.5272, kappa: 0.0561, kb_relative_information_score: 7.8821, mean_absolute_error: 0.4976, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5283, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1823.7025, usercpu_time_millis: 21.438, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 21.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5257, f_measure: 0.5233, kappa: 0.0495, kb_relative_information_score: 8.4624, mean_absolute_error: 0.4974, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5251, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9993, scimark_benchmark: 788.818, usercpu_time_millis: 52.176, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 51.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5999, f_measure: 0.5602, kappa: 0.1205, kb_relative_information_score: 65.8994, mean_absolute_error: 0.4777, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5602, predictive_accuracy: 0.5602, prior_entropy: 1, recall: 0.5602, relative_absolute_error: 0.9554, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4935, root_relative_squared_error: 0.987, scimark_benchmark: 1819.6775, usercpu_time_millis: 94.729, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 94.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5868, f_measure: 0.5532, kappa: 0.1073, kb_relative_information_score: 44.307, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5539, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9885, scimark_benchmark: 1821.8602, usercpu_time_millis: 167.962, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 167.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.523, kappa: 0.0495, kb_relative_information_score: 10.1831, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5251, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9987, scimark_benchmark: 1861.5852, usercpu_time_millis: 11.844, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 11.734,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.574, f_measure: 0.5416, kappa: 0.0842, kb_relative_information_score: 38.3899, mean_absolute_error: 0.4874, 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: 0.9748, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1872.0299, usercpu_time_millis: 18.292, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 18.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.5294, kappa: 0.0644, kb_relative_information_score: 17.5239, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.533, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9889, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1800.0404, usercpu_time_millis: 37.314, usercpu_time_millis_testing: 0.486, usercpu_time_millis_training: 36.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5392, f_measure: 0.5191, kappa: 0.0429, kb_relative_information_score: 16.6836, mean_absolute_error: 0.4947, 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: 0.9894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1759.7107, usercpu_time_millis: 41.196, usercpu_time_millis_testing: 1.038, usercpu_time_millis_training: 40.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.5692, kappa: 0.1386, kb_relative_information_score: 102.5162, mean_absolute_error: 0.462, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5694, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5171, root_relative_squared_error: 1.0343, scimark_benchmark: 1820.6239, usercpu_time_millis: 60.041, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 59.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5687, f_measure: 0.5436, kappa: 0.0908, kb_relative_information_score: 31.8665, mean_absolute_error: 0.4897, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5461, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9794, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9916, scimark_benchmark: 787.5702, usercpu_time_millis: 180.669, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 180.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0092, 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: 1815.3851, usercpu_time_millis: 1.502, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 1.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5285, f_measure: 0.5161, kappa: 0.038, kb_relative_information_score: 12.3152, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5194, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1872.8892, usercpu_time_millis: 9.444, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 9.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5353, f_measure: 0.5346, kappa: 0.0693, kb_relative_information_score: 21.8831, mean_absolute_error: 0.4927, 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: 0.9854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5052, root_relative_squared_error: 1.0105, scimark_benchmark: 1977.6895, usercpu_time_millis: 6.052, usercpu_time_millis_testing: 0.622, usercpu_time_millis_training: 5.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.5962, kappa: 0.1931, kb_relative_information_score: 101.1918, mean_absolute_error: 0.4651, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5968, predictive_accuracy: 0.5965, prior_entropy: 1, recall: 0.5965, relative_absolute_error: 0.9302, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9887, scimark_benchmark: 1755.1821, usercpu_time_millis: 22.357, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 22.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5887, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 61.7942, mean_absolute_error: 0.479, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5627, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1980.5434, usercpu_time_millis: 72.861, usercpu_time_millis_testing: 0.505, usercpu_time_millis_training: 72.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, f_measure: 0.5229, kappa: 0.0512, kb_relative_information_score: 10.5621, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5262, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9984, scimark_benchmark: 1761.1023, usercpu_time_millis: 73.816, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 73.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.5568, kappa: 0.1139, kb_relative_information_score: 58.8383, mean_absolute_error: 0.4802, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.557, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1822.0745, usercpu_time_millis: 88.753, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 88.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5291, f_measure: 0.516, kappa: 0.0363, kb_relative_information_score: 11.6192, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5185, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 786.9837, usercpu_time_millis: 146.199, usercpu_time_millis_testing: 1.04, usercpu_time_millis_training: 145.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 76.0153, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5734, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9481, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9878, scimark_benchmark: 1869.8223, usercpu_time_millis: 178.848, usercpu_time_millis_testing: 0.825, usercpu_time_millis_training: 178.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.02, 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: 1864.5074, usercpu_time_millis: 1.34, usercpu_time_millis_testing: 0.222, usercpu_time_millis_training: 1.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5396, f_measure: 0.522, kappa: 0.0495, kb_relative_information_score: 19.7593, mean_absolute_error: 0.4935, 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: 0.9871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1974.5685, usercpu_time_millis: 4.526, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 4.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.5251, kappa: 0.0512, kb_relative_information_score: 5.769, mean_absolute_error: 0.4983, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5257, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1818.6249, usercpu_time_millis: 5.275, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 5.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.4992, 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: 0.4992, 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: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 790.0121, usercpu_time_millis: 0.521, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5659, f_measure: 0.5461, kappa: 0.0924, kb_relative_information_score: 42.0558, mean_absolute_error: 0.4858, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5463, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0003, scimark_benchmark: 1835.4573, usercpu_time_millis: 10.595, usercpu_time_millis_testing: 0.615, usercpu_time_millis_training: 9.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5889, f_measure: 0.5685, kappa: 0.137, kb_relative_information_score: 62.696, mean_absolute_error: 0.4788, 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: 0.9576, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9943, scimark_benchmark: 1828.091, usercpu_time_millis: 257.122, usercpu_time_millis_testing: 1.235, usercpu_time_millis_training: 255.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5699, f_measure: 0.5387, kappa: 0.0776, kb_relative_information_score: 45.6197, mean_absolute_error: 0.4846, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5388, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9691, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9987, scimark_benchmark: 788.5077, usercpu_time_millis: 7.11, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 7.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5945, f_measure: 0.5751, kappa: 0.1502, kb_relative_information_score: 69.7806, mean_absolute_error: 0.4763, 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: 0.9525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1826.1094, usercpu_time_millis: 36.944, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 36.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5725, f_measure: 0.5412, kappa: 0.0825, kb_relative_information_score: 48.2565, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5413, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1823.4294, usercpu_time_millis: 44.995, usercpu_time_millis_testing: 0.549, usercpu_time_millis_training: 44.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5393, f_measure: 0.5187, kappa: 0.0413, kb_relative_information_score: 21.8288, mean_absolute_error: 0.4928, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.521, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9855, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1740.7306, usercpu_time_millis: 52.425, usercpu_time_millis_testing: 0.883, usercpu_time_millis_training: 51.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5842, f_measure: 0.5558, kappa: 0.1122, kb_relative_information_score: 52.77, mean_absolute_error: 0.4822, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5563, predictive_accuracy: 0.5561, prior_entropy: 1, recall: 0.5561, relative_absolute_error: 0.9645, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9937, scimark_benchmark: 1872.0299, usercpu_time_millis: 58.173, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 57.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6262, f_measure: 0.5879, kappa: 0.1766, kb_relative_information_score: 104.0754, mean_absolute_error: 0.4639, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5887, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9278, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4919, root_relative_squared_error: 0.9837, scimark_benchmark: 1854.536, usercpu_time_millis: 95.736, usercpu_time_millis_testing: 0.589, usercpu_time_millis_training: 95.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5672, f_measure: 0.5421, kappa: 0.0891, kb_relative_information_score: 32.7102, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5455, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 1827.0804, usercpu_time_millis: 109.103, usercpu_time_millis_testing: 0.766, usercpu_time_millis_training: 108.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5742, f_measure: 0.5475, kappa: 0.0957, kb_relative_information_score: 48.1868, mean_absolute_error: 0.4837, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.548, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9673, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 790.2522, usercpu_time_millis: 235.707, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 235.32,

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

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

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

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