Task
Supervised Classification on madelon

Supervised Classification on madelon

Task 145853 Supervised Classification madelon 38804 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6788, f_measure: 0.6127, kappa: 0.2254, kb_relative_information_score: 63.8051, mean_absolute_error: 0.4911, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6127, predictive_accuracy: 0.6127, prior_entropy: 1, recall: 0.6127, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4918, root_relative_squared_error: 0.9836, scimark_benchmark: 1251.6759, usercpu_time_millis: 76.291, usercpu_time_millis_testing: 5.636, usercpu_time_millis_training: 70.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.6443, kappa: 0.2892, kb_relative_information_score: 156.36, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6451, predictive_accuracy: 0.6446, prior_entropy: 1, recall: 0.6446, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4802, root_relative_squared_error: 0.9604, scimark_benchmark: 1272.7113, usercpu_time_millis: 67.83, usercpu_time_millis_testing: 3.358, usercpu_time_millis_training: 64.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6635, f_measure: 0.6092, kappa: 0.2185, kb_relative_information_score: 44.0622, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6092, predictive_accuracy: 0.6092, prior_entropy: 1, recall: 0.6092, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9886, scimark_benchmark: 1261.3715, usercpu_time_millis: 65.843, usercpu_time_millis_testing: 5.489, usercpu_time_millis_training: 60.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7024, f_measure: 0.6393, kappa: 0.2792, kb_relative_information_score: 121.685, mean_absolute_error: 0.4826, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6401, predictive_accuracy: 0.6396, prior_entropy: 1, recall: 0.6396, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4847, root_relative_squared_error: 0.9693, scimark_benchmark: 1260.4248, usercpu_time_millis: 150.365, usercpu_time_millis_testing: 7.603, usercpu_time_millis_training: 142.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7031, f_measure: 0.6275, kappa: 0.2554, kb_relative_information_score: 113.0018, mean_absolute_error: 0.4839, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6279, predictive_accuracy: 0.6277, prior_entropy: 1, recall: 0.6277, relative_absolute_error: 0.9679, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4857, root_relative_squared_error: 0.9713, scimark_benchmark: 1267.5092, usercpu_time_millis: 111.724, usercpu_time_millis_testing: 6.279, usercpu_time_millis_training: 105.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6937, f_measure: 0.6313, kappa: 0.2631, kb_relative_information_score: 102.6283, mean_absolute_error: 0.4855, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6318, predictive_accuracy: 0.6315, prior_entropy: 1, recall: 0.6315, relative_absolute_error: 0.971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9741, scimark_benchmark: 1265.8968, usercpu_time_millis: 187.669, usercpu_time_millis_testing: 10.618, usercpu_time_millis_training: 177.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6972, f_measure: 0.6461, kappa: 0.2923, kb_relative_information_score: 153.1525, mean_absolute_error: 0.4777, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6462, predictive_accuracy: 0.6462, prior_entropy: 1, recall: 0.6462, relative_absolute_error: 0.9554, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4815, root_relative_squared_error: 0.9631, scimark_benchmark: 1265.0636, usercpu_time_millis: 44.779, usercpu_time_millis_testing: 2.314, usercpu_time_millis_training: 42.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6709, f_measure: 0.6131, kappa: 0.2262, kb_relative_information_score: 43.6819, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6131, predictive_accuracy: 0.6131, prior_entropy: 1, recall: 0.6131, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9887, scimark_benchmark: 1265.2852, usercpu_time_millis: 42.486, usercpu_time_millis_testing: 3.368, usercpu_time_millis_training: 39.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6856, f_measure: 0.6158, kappa: 0.2315, kb_relative_information_score: 84.249, mean_absolute_error: 0.4882, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6158, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.9763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4893, root_relative_squared_error: 0.9786, scimark_benchmark: 1250.5085, usercpu_time_millis: 82.231, usercpu_time_millis_testing: 6.267, usercpu_time_millis_training: 75.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6994, f_measure: 0.6411, kappa: 0.2823, kb_relative_information_score: 152.1462, mean_absolute_error: 0.4778, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6412, predictive_accuracy: 0.6412, prior_entropy: 1, recall: 0.6412, relative_absolute_error: 0.9557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4814, root_relative_squared_error: 0.9628, scimark_benchmark: 1267.127, usercpu_time_millis: 51.958, usercpu_time_millis_testing: 3.097, usercpu_time_millis_training: 48.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.648, f_measure: 0.6004, kappa: 0.2008, kb_relative_information_score: 22.6131, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6004, predictive_accuracy: 0.6004, prior_entropy: 1, recall: 0.6004, relative_absolute_error: 0.9939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9941, scimark_benchmark: 1260.9243, usercpu_time_millis: 53.139, usercpu_time_millis_testing: 5.171, usercpu_time_millis_training: 47.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6589, f_measure: 0.6146, kappa: 0.2292, kb_relative_information_score: 74.1059, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6147, predictive_accuracy: 0.6146, prior_entropy: 1, recall: 0.6146, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4909, root_relative_squared_error: 0.9817, scimark_benchmark: 1257.7962, usercpu_time_millis: 82.283, usercpu_time_millis_testing: 6.852, usercpu_time_millis_training: 75.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6993, f_measure: 0.633, kappa: 0.2662, kb_relative_information_score: 103.9185, mean_absolute_error: 0.4853, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6332, predictive_accuracy: 0.6331, prior_entropy: 1, recall: 0.6331, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9736, scimark_benchmark: 1261.4588, usercpu_time_millis: 262.953, usercpu_time_millis_testing: 16.138, usercpu_time_millis_training: 246.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.6256, kappa: 0.2515, kb_relative_information_score: 102.2951, mean_absolute_error: 0.4855, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.626, predictive_accuracy: 0.6258, prior_entropy: 1, recall: 0.6258, relative_absolute_error: 0.971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9741, scimark_benchmark: 1247.0256, usercpu_time_millis: 174.618, usercpu_time_millis_testing: 9.685, usercpu_time_millis_training: 164.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7214, f_measure: 0.6508, kappa: 0.3023, kb_relative_information_score: 167.316, mean_absolute_error: 0.4757, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6518, predictive_accuracy: 0.6512, prior_entropy: 1, recall: 0.6512, relative_absolute_error: 0.9514, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.479, root_relative_squared_error: 0.9579, scimark_benchmark: 1243.8123, usercpu_time_millis: 120.354, usercpu_time_millis_testing: 5.615, usercpu_time_millis_training: 114.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.647, kappa: 0.2946, kb_relative_information_score: 149.4696, mean_absolute_error: 0.4785, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6479, predictive_accuracy: 0.6473, prior_entropy: 1, recall: 0.6473, relative_absolute_error: 0.957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.481, root_relative_squared_error: 0.9621, scimark_benchmark: 1272.9324, usercpu_time_millis: 121.178, usercpu_time_millis_testing: 6.249, usercpu_time_millis_training: 114.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6931, f_measure: 0.6256, kappa: 0.2515, kb_relative_information_score: 110.4843, mean_absolute_error: 0.4843, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.626, predictive_accuracy: 0.6258, prior_entropy: 1, recall: 0.6258, relative_absolute_error: 0.9686, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4861, root_relative_squared_error: 0.9722, scimark_benchmark: 1260.9743, usercpu_time_millis: 32.6, usercpu_time_millis_testing: 2.003, usercpu_time_millis_training: 30.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6774, f_measure: 0.6176, kappa: 0.2354, kb_relative_information_score: 67.9781, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6178, predictive_accuracy: 0.6177, prior_entropy: 1, recall: 0.6177, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9826, scimark_benchmark: 1247.9936, usercpu_time_millis: 56.033, usercpu_time_millis_testing: 4.212, usercpu_time_millis_training: 51.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6502, f_measure: 0.6091, kappa: 0.2185, kb_relative_information_score: 58.0151, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6094, predictive_accuracy: 0.6092, prior_entropy: 1, recall: 0.6092, relative_absolute_error: 0.9838, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4928, root_relative_squared_error: 0.9855, scimark_benchmark: 1267.5907, usercpu_time_millis: 130.176, usercpu_time_millis_testing: 8.891, usercpu_time_millis_training: 121.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6889, f_measure: 0.623, kappa: 0.2462, kb_relative_information_score: 78.5043, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6232, predictive_accuracy: 0.6231, prior_entropy: 1, recall: 0.6231, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9799, scimark_benchmark: 1269.3618, usercpu_time_millis: 83.534, usercpu_time_millis_testing: 5.599, usercpu_time_millis_training: 77.935,
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: 0.6791, f_measure: 0.6134, kappa: 0.2269, kb_relative_information_score: 73.4217, mean_absolute_error: 0.4897, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6135, predictive_accuracy: 0.6135, prior_entropy: 1, recall: 0.6135, relative_absolute_error: 0.9795, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9813, scimark_benchmark: 1251.2949, usercpu_time_millis: 61.279, usercpu_time_millis_testing: 3.9, usercpu_time_millis_training: 57.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6458, f_measure: 0.6098, kappa: 0.22, kb_relative_information_score: 94.5317, mean_absolute_error: 0.4864, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6103, predictive_accuracy: 0.61, prior_entropy: 1, recall: 0.61, relative_absolute_error: 0.9728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4891, root_relative_squared_error: 0.9782, scimark_benchmark: 1273.9136, usercpu_time_millis: 21.206, usercpu_time_millis_testing: 1.644, usercpu_time_millis_training: 19.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6058, kappa: 0.2115, kb_relative_information_score: 56.9891, mean_absolute_error: 0.4921, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6058, predictive_accuracy: 0.6058, prior_entropy: 1, recall: 0.6058, relative_absolute_error: 0.9842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4928, root_relative_squared_error: 0.9857, scimark_benchmark: 1242.7455, usercpu_time_millis: 11.359, usercpu_time_millis_testing: 1.071, usercpu_time_millis_training: 10.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.6489, kappa: 0.2985, kb_relative_information_score: 151.449, mean_absolute_error: 0.4782, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6498, predictive_accuracy: 0.6492, prior_entropy: 1, recall: 0.6492, relative_absolute_error: 0.9564, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4808, root_relative_squared_error: 0.9616, scimark_benchmark: 1252.6649, usercpu_time_millis: 264.615, usercpu_time_millis_testing: 11.162, usercpu_time_millis_training: 253.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6469, f_measure: 0.5962, kappa: 0.1923, kb_relative_information_score: 31.0562, mean_absolute_error: 0.4958, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5962, predictive_accuracy: 0.5962, prior_entropy: 1, recall: 0.5962, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1246.7591, usercpu_time_millis: 60.557, usercpu_time_millis_testing: 5.632, usercpu_time_millis_training: 54.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.731, f_measure: 0.6515, kappa: 0.3038, kb_relative_information_score: 171.1918, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6526, predictive_accuracy: 0.6519, prior_entropy: 1, recall: 0.6519, relative_absolute_error: 0.9503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4783, root_relative_squared_error: 0.9566, scimark_benchmark: 1268.1306, usercpu_time_millis: 171.796, usercpu_time_millis_testing: 7.816, usercpu_time_millis_training: 163.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6921, f_measure: 0.6255, kappa: 0.2515, kb_relative_information_score: 93.542, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6261, predictive_accuracy: 0.6258, prior_entropy: 1, recall: 0.6258, relative_absolute_error: 0.9736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9762, scimark_benchmark: 1257.7326, usercpu_time_millis: 144.787, usercpu_time_millis_testing: 8.563, usercpu_time_millis_training: 136.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6627, f_measure: 0.6049, kappa: 0.21, kb_relative_information_score: 55.1124, mean_absolute_error: 0.4924, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6051, predictive_accuracy: 0.605, prior_entropy: 1, recall: 0.605, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.493, root_relative_squared_error: 0.986, scimark_benchmark: 1256.1368, usercpu_time_millis: 29.765, usercpu_time_millis_testing: 2.451, usercpu_time_millis_training: 27.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6696, f_measure: 0.6073, kappa: 0.2146, kb_relative_information_score: 58.9808, mean_absolute_error: 0.4918, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6073, predictive_accuracy: 0.6073, prior_entropy: 1, recall: 0.6073, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9849, scimark_benchmark: 1226.2469, usercpu_time_millis: 24.195, usercpu_time_millis_testing: 2.125, usercpu_time_millis_training: 22.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6368, f_measure: 0.5938, kappa: 0.1877, kb_relative_information_score: 13.4322, mean_absolute_error: 0.4982, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5939, predictive_accuracy: 0.5938, prior_entropy: 1, recall: 0.5938, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9965, scimark_benchmark: 1274.5046, usercpu_time_millis: 26.828, usercpu_time_millis_testing: 2.863, usercpu_time_millis_training: 23.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6538, f_measure: 0.5996, kappa: 0.1992, kb_relative_information_score: 73.8995, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5996, predictive_accuracy: 0.5996, prior_entropy: 1, recall: 0.5996, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4909, root_relative_squared_error: 0.9819, scimark_benchmark: 1262.4442, usercpu_time_millis: 21.422, usercpu_time_millis_testing: 1.944, usercpu_time_millis_training: 19.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6484, f_measure: 0.6077, kappa: 0.2154, kb_relative_information_score: 18.3641, mean_absolute_error: 0.4975, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6077, predictive_accuracy: 0.6077, prior_entropy: 1, recall: 0.6077, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1259.6657, usercpu_time_millis: 16.084, usercpu_time_millis_testing: 1.543, usercpu_time_millis_training: 14.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6767, f_measure: 0.6081, kappa: 0.2162, kb_relative_information_score: 51.8309, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6081, predictive_accuracy: 0.6081, prior_entropy: 1, recall: 0.6081, relative_absolute_error: 0.9857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4933, root_relative_squared_error: 0.9866, scimark_benchmark: 1266.6699, usercpu_time_millis: 76.158, usercpu_time_millis_testing: 5.704, usercpu_time_millis_training: 70.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7446, f_measure: 0.6722, kappa: 0.3454, kb_relative_information_score: 193.6734, mean_absolute_error: 0.4718, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6738, predictive_accuracy: 0.6727, prior_entropy: 1, recall: 0.6727, relative_absolute_error: 0.9435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4754, root_relative_squared_error: 0.9507, scimark_benchmark: 1270.1987, usercpu_time_millis: 385.74, usercpu_time_millis_testing: 15.958, usercpu_time_millis_training: 369.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7144, f_measure: 0.634, kappa: 0.2685, kb_relative_information_score: 134.8725, mean_absolute_error: 0.4807, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6345, predictive_accuracy: 0.6342, prior_entropy: 1, recall: 0.6342, relative_absolute_error: 0.9613, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4829, root_relative_squared_error: 0.9658, scimark_benchmark: 1253.0029, usercpu_time_millis: 103.951, usercpu_time_millis_testing: 5.848, usercpu_time_millis_training: 98.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6965, f_measure: 0.6324, kappa: 0.2654, kb_relative_information_score: 113.164, mean_absolute_error: 0.4839, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6331, predictive_accuracy: 0.6327, prior_entropy: 1, recall: 0.6327, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4858, root_relative_squared_error: 0.9716, scimark_benchmark: 1274.0704, usercpu_time_millis: 95.74, usercpu_time_millis_testing: 6.193, usercpu_time_millis_training: 89.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.6221, kappa: 0.2446, kb_relative_information_score: 106.9274, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6226, predictive_accuracy: 0.6223, prior_entropy: 1, recall: 0.6223, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9729, scimark_benchmark: 1272.7885, usercpu_time_millis: 92.86, usercpu_time_millis_testing: 5.94, usercpu_time_millis_training: 86.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6823, f_measure: 0.6108, kappa: 0.2215, kb_relative_information_score: 73.4285, mean_absolute_error: 0.4897, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6108, predictive_accuracy: 0.6108, prior_entropy: 1, recall: 0.6108, relative_absolute_error: 0.9795, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4906, root_relative_squared_error: 0.9812, scimark_benchmark: 1245.5993, usercpu_time_millis: 64.268, usercpu_time_millis_testing: 4.236, usercpu_time_millis_training: 60.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6409, f_measure: 0.6003, kappa: 0.2008, kb_relative_information_score: 96.5976, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6005, predictive_accuracy: 0.6004, prior_entropy: 1, recall: 0.6004, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4889, root_relative_squared_error: 0.9778, scimark_benchmark: 1263.7388, usercpu_time_millis: 26.995, usercpu_time_millis_testing: 1.953, usercpu_time_millis_training: 25.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.651, f_measure: 0.605, kappa: 0.21, kb_relative_information_score: 28.762, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.605, predictive_accuracy: 0.605, prior_entropy: 1, recall: 0.605, relative_absolute_error: 0.9922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9925, scimark_benchmark: 1269.3908, usercpu_time_millis: 58.016, usercpu_time_millis_testing: 5.278, usercpu_time_millis_training: 52.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6743, f_measure: 0.6138, kappa: 0.2277, kb_relative_information_score: 57.9167, mean_absolute_error: 0.492, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6139, predictive_accuracy: 0.6138, prior_entropy: 1, recall: 0.6138, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4926, root_relative_squared_error: 0.9851, scimark_benchmark: 1254.498, usercpu_time_millis: 50.538, usercpu_time_millis_testing: 4.31, usercpu_time_millis_training: 46.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7377, f_measure: 0.6589, kappa: 0.3192, kb_relative_information_score: 176.2713, mean_absolute_error: 0.4744, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.661, predictive_accuracy: 0.6596, prior_entropy: 1, recall: 0.6596, relative_absolute_error: 0.9488, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4775, root_relative_squared_error: 0.955, scimark_benchmark: 1245.4485, usercpu_time_millis: 454.37, usercpu_time_millis_testing: 19.404, usercpu_time_millis_training: 434.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.5892, kappa: 0.1785, kb_relative_information_score: 9.3752, mean_absolute_error: 0.4987, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5893, predictive_accuracy: 0.5892, prior_entropy: 1, recall: 0.5892, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9975, scimark_benchmark: 1269.0361, usercpu_time_millis: 45.439, usercpu_time_millis_testing: 4.776, usercpu_time_millis_training: 40.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6837, f_measure: 0.6207, kappa: 0.2415, kb_relative_information_score: 71.1575, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6209, predictive_accuracy: 0.6208, prior_entropy: 1, recall: 0.6208, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4909, root_relative_squared_error: 0.9817, scimark_benchmark: 1260.2281, usercpu_time_millis: 123.411, usercpu_time_millis_testing: 8.133, usercpu_time_millis_training: 115.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7312, f_measure: 0.6525, kappa: 0.3062, kb_relative_information_score: 159.911, mean_absolute_error: 0.4769, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6541, predictive_accuracy: 0.6531, prior_entropy: 1, recall: 0.6531, relative_absolute_error: 0.9539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4796, root_relative_squared_error: 0.9592, scimark_benchmark: 1246.948, usercpu_time_millis: 442.787, usercpu_time_millis_testing: 17.243, usercpu_time_millis_training: 425.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6788, f_measure: 0.6272, kappa: 0.2546, kb_relative_information_score: 69.6744, mean_absolute_error: 0.4903, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6274, predictive_accuracy: 0.6273, prior_entropy: 1, recall: 0.6273, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4911, root_relative_squared_error: 0.9823, scimark_benchmark: 1248.5643, usercpu_time_millis: 182.444, usercpu_time_millis_testing: 12.115, usercpu_time_millis_training: 170.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7195, f_measure: 0.6436, kappa: 0.2877, kb_relative_information_score: 144.0294, mean_absolute_error: 0.4793, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6443, predictive_accuracy: 0.6438, prior_entropy: 1, recall: 0.6438, relative_absolute_error: 0.9586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4817, root_relative_squared_error: 0.9635, scimark_benchmark: 1252.143, usercpu_time_millis: 185.049, usercpu_time_millis_testing: 8.132, usercpu_time_millis_training: 176.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.6215, kappa: 0.2431, kb_relative_information_score: 56.1143, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6216, predictive_accuracy: 0.6215, prior_entropy: 1, recall: 0.6215, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9857, scimark_benchmark: 1266.1001, usercpu_time_millis: 178.838, usercpu_time_millis_testing: 13.729, usercpu_time_millis_training: 165.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7025, f_measure: 0.6385, kappa: 0.2777, kb_relative_information_score: 115.6272, mean_absolute_error: 0.4836, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6394, predictive_accuracy: 0.6388, prior_entropy: 1, recall: 0.6388, relative_absolute_error: 0.9671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4854, root_relative_squared_error: 0.9708, scimark_benchmark: 1257.4198, usercpu_time_millis: 232.869, usercpu_time_millis_testing: 13.761, usercpu_time_millis_training: 219.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6663, f_measure: 0.6027, kappa: 0.2054, kb_relative_information_score: 52.9631, mean_absolute_error: 0.4927, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6027, predictive_accuracy: 0.6027, prior_entropy: 1, recall: 0.6027, relative_absolute_error: 0.9853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4932, root_relative_squared_error: 0.9864, scimark_benchmark: 1266.8392, usercpu_time_millis: 39.501, usercpu_time_millis_testing: 3.244, usercpu_time_millis_training: 36.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6317, f_measure: 0.5921, kappa: 0.1846, kb_relative_information_score: 10.0911, mean_absolute_error: 0.4986, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5925, predictive_accuracy: 0.5923, prior_entropy: 1, recall: 0.5923, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1268.4534, usercpu_time_millis: 38.611, usercpu_time_millis_testing: 3.55, usercpu_time_millis_training: 35.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6484, f_measure: 0.6008, kappa: 0.2015, kb_relative_information_score: 23.6048, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6008, predictive_accuracy: 0.6008, prior_entropy: 1, recall: 0.6008, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9939, scimark_benchmark: 1246.6805, usercpu_time_millis: 30.873, usercpu_time_millis_testing: 2.843, usercpu_time_millis_training: 28.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6639, f_measure: 0.6088, kappa: 0.2177, kb_relative_information_score: 56.3559, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6089, predictive_accuracy: 0.6088, prior_entropy: 1, recall: 0.6088, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9857, scimark_benchmark: 1249.0369, usercpu_time_millis: 26.969, usercpu_time_millis_testing: 2.468, usercpu_time_millis_training: 24.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6032, f_measure: 0.5773, kappa: 0.1546, kb_relative_information_score: 25.2785, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5773, predictive_accuracy: 0.5773, prior_entropy: 1, recall: 0.5773, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1252.9438, usercpu_time_millis: 27.227, usercpu_time_millis_testing: 2.609, usercpu_time_millis_training: 24.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, f_measure: 0.6385, kappa: 0.2777, kb_relative_information_score: 133.9826, mean_absolute_error: 0.4809, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6393, predictive_accuracy: 0.6388, prior_entropy: 1, recall: 0.6388, relative_absolute_error: 0.9617, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4829, root_relative_squared_error: 0.9658, scimark_benchmark: 1247.8453, usercpu_time_millis: 267.914, usercpu_time_millis_testing: 10.755, usercpu_time_millis_training: 257.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6933, f_measure: 0.626, kappa: 0.2523, kb_relative_information_score: 100.6046, mean_absolute_error: 0.4858, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6264, predictive_accuracy: 0.6262, prior_entropy: 1, recall: 0.6262, relative_absolute_error: 0.9715, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4873, root_relative_squared_error: 0.9745, scimark_benchmark: 1252.8908, usercpu_time_millis: 315.691, usercpu_time_millis_testing: 19.685, usercpu_time_millis_training: 296.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7015, f_measure: 0.6253, kappa: 0.2508, kb_relative_information_score: 106.7308, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6254, predictive_accuracy: 0.6254, prior_entropy: 1, recall: 0.6254, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1266.971, usercpu_time_millis: 106.218, usercpu_time_millis_testing: 5.531, usercpu_time_millis_training: 100.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.6229, kappa: 0.2462, kb_relative_information_score: 102.1625, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6233, predictive_accuracy: 0.6231, prior_entropy: 1, recall: 0.6231, relative_absolute_error: 0.9711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9742, scimark_benchmark: 1258.0021, usercpu_time_millis: 99.483, usercpu_time_millis_testing: 7.083, usercpu_time_millis_training: 92.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6806, f_measure: 0.6268, kappa: 0.2538, kb_relative_information_score: 104.3788, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6271, predictive_accuracy: 0.6269, prior_entropy: 1, recall: 0.6269, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9741, scimark_benchmark: 1264.9767, usercpu_time_millis: 67.146, usercpu_time_millis_testing: 4.117, usercpu_time_millis_training: 63.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.706, f_measure: 0.6371, kappa: 0.2746, kb_relative_information_score: 119.9743, mean_absolute_error: 0.4829, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6377, predictive_accuracy: 0.6373, prior_entropy: 1, recall: 0.6373, relative_absolute_error: 0.9658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4848, root_relative_squared_error: 0.9696, scimark_benchmark: 1270.8914, usercpu_time_millis: 132.919, usercpu_time_millis_testing: 6.618, usercpu_time_millis_training: 126.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6986, f_measure: 0.6238, kappa: 0.2477, kb_relative_information_score: 107.274, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6239, predictive_accuracy: 0.6238, prior_entropy: 1, recall: 0.6238, relative_absolute_error: 0.9695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1247.571, usercpu_time_millis: 125.321, usercpu_time_millis_testing: 7.439, usercpu_time_millis_training: 117.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, f_measure: 0.6233, kappa: 0.2469, kb_relative_information_score: 103.0258, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6237, predictive_accuracy: 0.6235, prior_entropy: 1, recall: 0.6235, relative_absolute_error: 0.9708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.487, root_relative_squared_error: 0.974, scimark_benchmark: 1248.0689, usercpu_time_millis: 120.443, usercpu_time_millis_testing: 8.252, usercpu_time_millis_training: 112.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.6219, kappa: 0.2438, kb_relative_information_score: 87.0636, mean_absolute_error: 0.4877, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6219, predictive_accuracy: 0.6219, prior_entropy: 1, recall: 0.6219, relative_absolute_error: 0.9754, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4891, root_relative_squared_error: 0.9781, scimark_benchmark: 1250.5891, usercpu_time_millis: 31.555, usercpu_time_millis_testing: 2.328, usercpu_time_millis_training: 29.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7101, f_measure: 0.6425, kappa: 0.2854, kb_relative_information_score: 131.1755, mean_absolute_error: 0.4812, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.643, predictive_accuracy: 0.6427, prior_entropy: 1, recall: 0.6427, relative_absolute_error: 0.9624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4834, root_relative_squared_error: 0.9668, scimark_benchmark: 1264.5233, usercpu_time_millis: 343.715, usercpu_time_millis_testing: 17.603, usercpu_time_millis_training: 326.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6951, f_measure: 0.6342, kappa: 0.2685, kb_relative_information_score: 123.1452, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6343, predictive_accuracy: 0.6342, prior_entropy: 1, recall: 0.6342, relative_absolute_error: 0.9647, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4847, root_relative_squared_error: 0.9693, scimark_benchmark: 1248.5151, usercpu_time_millis: 109.215, usercpu_time_millis_testing: 5.353, usercpu_time_millis_training: 103.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7432, f_measure: 0.6677, kappa: 0.3362, kb_relative_information_score: 189.7568, mean_absolute_error: 0.4723, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6689, predictive_accuracy: 0.6681, prior_entropy: 1, recall: 0.6681, relative_absolute_error: 0.9447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4758, root_relative_squared_error: 0.9517, scimark_benchmark: 1258.7259, usercpu_time_millis: 288.906, usercpu_time_millis_testing: 13.108, usercpu_time_millis_training: 275.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6858, f_measure: 0.6169, kappa: 0.2338, kb_relative_information_score: 76.0708, mean_absolute_error: 0.4894, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6169, predictive_accuracy: 0.6169, prior_entropy: 1, recall: 0.6169, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4903, root_relative_squared_error: 0.9806, scimark_benchmark: 1254.8758, usercpu_time_millis: 89.273, usercpu_time_millis_testing: 6.078, usercpu_time_millis_training: 83.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6846, f_measure: 0.6253, kappa: 0.2508, kb_relative_information_score: 78.5263, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6255, predictive_accuracy: 0.6254, prior_entropy: 1, recall: 0.6254, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.49, root_relative_squared_error: 0.98, scimark_benchmark: 1261.1374, usercpu_time_millis: 29.002, usercpu_time_millis_testing: 2.176, usercpu_time_millis_training: 26.826,
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: 0.6876, f_measure: 0.6196, kappa: 0.2392, kb_relative_information_score: 91.9637, mean_absolute_error: 0.487, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6197, predictive_accuracy: 0.6196, prior_entropy: 1, recall: 0.6196, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4884, root_relative_squared_error: 0.9767, scimark_benchmark: 1240.4033, usercpu_time_millis: 48.478, usercpu_time_millis_testing: 3.23, usercpu_time_millis_training: 45.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6743, f_measure: 0.6188, kappa: 0.2377, kb_relative_information_score: 72.7588, mean_absolute_error: 0.4898, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6189, predictive_accuracy: 0.6188, prior_entropy: 1, recall: 0.6188, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4908, root_relative_squared_error: 0.9816, scimark_benchmark: 1270.3107, usercpu_time_millis: 109.73, usercpu_time_millis_testing: 7.833, usercpu_time_millis_training: 101.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6787, f_measure: 0.6073, kappa: 0.2146, kb_relative_information_score: 70.6699, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6073, predictive_accuracy: 0.6073, prior_entropy: 1, recall: 0.6073, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.491, root_relative_squared_error: 0.982, scimark_benchmark: 1268.2154, usercpu_time_millis: 37.113, usercpu_time_millis_testing: 3.014, usercpu_time_millis_training: 34.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6879, f_measure: 0.6308, kappa: 0.2615, kb_relative_information_score: 84.5793, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6308, predictive_accuracy: 0.6308, prior_entropy: 1, recall: 0.6308, relative_absolute_error: 0.9763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4893, root_relative_squared_error: 0.9785, scimark_benchmark: 1259.6248, usercpu_time_millis: 203.4, usercpu_time_millis_testing: 11.139, usercpu_time_millis_training: 192.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7089, f_measure: 0.6398, kappa: 0.28, kb_relative_information_score: 127.1558, mean_absolute_error: 0.4818, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6404, predictive_accuracy: 0.64, prior_entropy: 1, recall: 0.64, relative_absolute_error: 0.9636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4839, root_relative_squared_error: 0.9677, scimark_benchmark: 1269.657, usercpu_time_millis: 78.293, usercpu_time_millis_testing: 4.34, usercpu_time_millis_training: 73.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.6314, kappa: 0.2631, kb_relative_information_score: 122.5099, mean_absolute_error: 0.4825, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6317, predictive_accuracy: 0.6315, prior_entropy: 1, recall: 0.6315, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9691, scimark_benchmark: 1237.7773, usercpu_time_millis: 186.855, usercpu_time_millis_testing: 9.257, usercpu_time_millis_training: 177.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6466, f_measure: 0.6061, kappa: 0.2123, kb_relative_information_score: 25.3404, mean_absolute_error: 0.4966, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6062, predictive_accuracy: 0.6062, prior_entropy: 1, recall: 0.6062, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1264.9366, usercpu_time_millis: 61.849, usercpu_time_millis_testing: 5.179, usercpu_time_millis_training: 56.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7094, f_measure: 0.6359, kappa: 0.2723, kb_relative_information_score: 127.833, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6365, predictive_accuracy: 0.6362, prior_entropy: 1, recall: 0.6362, relative_absolute_error: 0.9635, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4838, root_relative_squared_error: 0.9677, scimark_benchmark: 1268.7831, usercpu_time_millis: 269.839, usercpu_time_millis_testing: 12.831, usercpu_time_millis_training: 257.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.6558, kappa: 0.3123, kb_relative_information_score: 162.5238, mean_absolute_error: 0.4765, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6568, predictive_accuracy: 0.6562, prior_entropy: 1, recall: 0.6562, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4793, root_relative_squared_error: 0.9586, scimark_benchmark: 1240.1324, usercpu_time_millis: 254.847, usercpu_time_millis_testing: 10.658, usercpu_time_millis_training: 244.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6532, f_measure: 0.5984, kappa: 0.1969, kb_relative_information_score: 26.8001, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5985, predictive_accuracy: 0.5985, prior_entropy: 1, recall: 0.5985, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1254.3173, usercpu_time_millis: 16.4, usercpu_time_millis_testing: 1.69, usercpu_time_millis_training: 14.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6782, f_measure: 0.6195, kappa: 0.2392, kb_relative_information_score: 81.481, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6197, predictive_accuracy: 0.6196, prior_entropy: 1, recall: 0.6196, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4897, root_relative_squared_error: 0.9795, scimark_benchmark: 1252.525, usercpu_time_millis: 116.624, usercpu_time_millis_testing: 8.619, usercpu_time_millis_training: 108.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6819, f_measure: 0.6195, kappa: 0.2392, kb_relative_information_score: 85.287, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6198, predictive_accuracy: 0.6196, prior_entropy: 1, recall: 0.6196, relative_absolute_error: 0.976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4892, root_relative_squared_error: 0.9784, scimark_benchmark: 1262.1317, usercpu_time_millis: 209.619, usercpu_time_millis_testing: 12.386, usercpu_time_millis_training: 197.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.6238, kappa: 0.2477, kb_relative_information_score: 80.6332, mean_absolute_error: 0.4887, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.624, predictive_accuracy: 0.6238, prior_entropy: 1, recall: 0.6238, relative_absolute_error: 0.9774, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4897, root_relative_squared_error: 0.9794, scimark_benchmark: 1264.9806, usercpu_time_millis: 93.805, usercpu_time_millis_testing: 6.066, usercpu_time_millis_training: 87.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6808, f_measure: 0.6118, kappa: 0.2238, kb_relative_information_score: 80.133, mean_absolute_error: 0.4888, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6121, predictive_accuracy: 0.6119, prior_entropy: 1, recall: 0.6119, relative_absolute_error: 0.9775, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4898, root_relative_squared_error: 0.9797, scimark_benchmark: 1253.3979, usercpu_time_millis: 62.955, usercpu_time_millis_testing: 4.732, usercpu_time_millis_training: 58.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6782, f_measure: 0.6196, kappa: 0.2392, kb_relative_information_score: 78.7445, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6197, predictive_accuracy: 0.6196, prior_entropy: 1, recall: 0.6196, relative_absolute_error: 0.9779, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.49, root_relative_squared_error: 0.9801, scimark_benchmark: 1254.1079, usercpu_time_millis: 46.945, usercpu_time_millis_testing: 3.521, usercpu_time_millis_training: 43.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.6142, kappa: 0.2285, kb_relative_information_score: 75.7538, mean_absolute_error: 0.4894, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6142, predictive_accuracy: 0.6142, prior_entropy: 1, recall: 0.6142, relative_absolute_error: 0.9788, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4903, root_relative_squared_error: 0.9806, scimark_benchmark: 1244.6373, usercpu_time_millis: 69.381, usercpu_time_millis_testing: 4.961, usercpu_time_millis_training: 64.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, f_measure: 0.595, kappa: 0.19, kb_relative_information_score: 36.2215, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.595, predictive_accuracy: 0.595, prior_entropy: 1, recall: 0.595, relative_absolute_error: 0.99, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9909, scimark_benchmark: 1237.6267, usercpu_time_millis: 159.548, usercpu_time_millis_testing: 11.91, usercpu_time_millis_training: 147.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6875, f_measure: 0.631, kappa: 0.2623, kb_relative_information_score: 68.0368, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6314, predictive_accuracy: 0.6312, prior_entropy: 1, recall: 0.6312, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9825, scimark_benchmark: 1245.9211, usercpu_time_millis: 153.237, usercpu_time_millis_testing: 10.593, usercpu_time_millis_training: 142.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6267, f_measure: 0.5995, kappa: 0.1992, kb_relative_information_score: 65.274, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5997, predictive_accuracy: 0.5996, prior_entropy: 1, recall: 0.5996, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9849, scimark_benchmark: 1246.046, usercpu_time_millis: 14.537, usercpu_time_millis_testing: 1.401, usercpu_time_millis_training: 13.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.685, f_measure: 0.6196, kappa: 0.2392, kb_relative_information_score: 82.6344, mean_absolute_error: 0.4884, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6197, predictive_accuracy: 0.6196, prior_entropy: 1, recall: 0.6196, relative_absolute_error: 0.9768, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4895, root_relative_squared_error: 0.979, scimark_benchmark: 1263.1841, usercpu_time_millis: 124.397, usercpu_time_millis_testing: 8.601, usercpu_time_millis_training: 115.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7111, f_measure: 0.6455, kappa: 0.2915, kb_relative_information_score: 146.8879, mean_absolute_error: 0.4788, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6462, predictive_accuracy: 0.6458, prior_entropy: 1, recall: 0.6458, relative_absolute_error: 0.9576, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4816, root_relative_squared_error: 0.9632, scimark_benchmark: 1264.5709, usercpu_time_millis: 18.494, usercpu_time_millis_testing: 1.699, usercpu_time_millis_training: 16.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.713, f_measure: 0.6398, kappa: 0.2808, kb_relative_information_score: 155.5877, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6412, predictive_accuracy: 0.6404, prior_entropy: 1, recall: 0.6404, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4805, root_relative_squared_error: 0.961, scimark_benchmark: 1252.0833, usercpu_time_millis: 83.915, usercpu_time_millis_testing: 4.138, usercpu_time_millis_training: 79.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6718, f_measure: 0.6134, kappa: 0.2269, kb_relative_information_score: 68.0959, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6135, predictive_accuracy: 0.6135, prior_entropy: 1, recall: 0.6135, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9827, scimark_benchmark: 1268.0392, usercpu_time_millis: 80.539, usercpu_time_millis_testing: 5.474, usercpu_time_millis_training: 75.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6657, f_measure: 0.6169, kappa: 0.2338, kb_relative_information_score: 101.6968, mean_absolute_error: 0.4855, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.617, predictive_accuracy: 0.6169, prior_entropy: 1, recall: 0.6169, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4879, root_relative_squared_error: 0.9757, scimark_benchmark: 1244.8863, usercpu_time_millis: 67.539, usercpu_time_millis_testing: 4.43, usercpu_time_millis_training: 63.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.6371, kappa: 0.2746, kb_relative_information_score: 103.9574, mean_absolute_error: 0.4853, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6377, predictive_accuracy: 0.6373, prior_entropy: 1, recall: 0.6373, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9737, scimark_benchmark: 1220.337, usercpu_time_millis: 252.767, usercpu_time_millis_testing: 12.789, usercpu_time_millis_training: 239.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6821, f_measure: 0.6096, kappa: 0.2192, kb_relative_information_score: 77.6366, mean_absolute_error: 0.4891, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6096, predictive_accuracy: 0.6096, prior_entropy: 1, recall: 0.6096, relative_absolute_error: 0.9782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4901, root_relative_squared_error: 0.9803, scimark_benchmark: 1265.7387, usercpu_time_millis: 52.283, usercpu_time_millis_testing: 2.981, usercpu_time_millis_training: 49.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6782, f_measure: 0.6188, kappa: 0.2377, kb_relative_information_score: 70.8622, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6189, predictive_accuracy: 0.6188, prior_entropy: 1, recall: 0.6188, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.491, root_relative_squared_error: 0.9819, scimark_benchmark: 1261.1329, usercpu_time_millis: 121.931, usercpu_time_millis_testing: 8.52, usercpu_time_millis_training: 113.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6249, f_measure: 0.5873, kappa: 0.1746, kb_relative_information_score: 17.3812, mean_absolute_error: 0.4976, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5873, predictive_accuracy: 0.5873, prior_entropy: 1, recall: 0.5873, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1266.2066, usercpu_time_millis: 34.407, usercpu_time_millis_testing: 3.342, usercpu_time_millis_training: 31.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6886, f_measure: 0.6184, kappa: 0.2369, kb_relative_information_score: 72.8305, mean_absolute_error: 0.4898, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6185, predictive_accuracy: 0.6185, prior_entropy: 1, recall: 0.6185, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9813, scimark_benchmark: 1241.75, usercpu_time_millis: 120.574, usercpu_time_millis_testing: 8.064, usercpu_time_millis_training: 112.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6856, f_measure: 0.6249, kappa: 0.25, kb_relative_information_score: 95.209, mean_absolute_error: 0.4865, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6251, predictive_accuracy: 0.625, prior_entropy: 1, recall: 0.625, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.488, root_relative_squared_error: 0.9761, scimark_benchmark: 1261.5974, usercpu_time_millis: 119.972, usercpu_time_millis_testing: 7.35, usercpu_time_millis_training: 112.622,

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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