Task
Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

92422 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5837, f_measure: 0.5574, kappa: 0.1155, kb_relative_information_score: 43.868, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5579, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9895, scimark_benchmark: 1869.1029, usercpu_time_millis: 183.008, usercpu_time_millis_testing: 0.637, usercpu_time_millis_training: 182.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6162, f_measure: 0.5914, kappa: 0.1832, kb_relative_information_score: 106.8461, mean_absolute_error: 0.4621, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5918, predictive_accuracy: 0.5916, prior_entropy: 1, recall: 0.5916, relative_absolute_error: 0.9242, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1870.742, usercpu_time_millis: 213.967, usercpu_time_millis_testing: 1.315, usercpu_time_millis_training: 212.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5864, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 53.5641, mean_absolute_error: 0.4822, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.562, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9643, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9917, scimark_benchmark: 1872.9496, usercpu_time_millis: 213.843, usercpu_time_millis_testing: 1.205, usercpu_time_millis_training: 212.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5647, f_measure: 0.537, kappa: 0.0776, kb_relative_information_score: 26.772, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5394, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 789.421, usercpu_time_millis: 193.064, usercpu_time_millis_testing: 0.934, usercpu_time_millis_training: 192.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5999, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 78.2032, mean_absolute_error: 0.4732, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5743, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9953, scimark_benchmark: 1868.1832, usercpu_time_millis: 199.447, usercpu_time_millis_testing: 1.332, usercpu_time_millis_training: 198.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6278, f_measure: 0.5882, kappa: 0.1766, kb_relative_information_score: 91.9143, mean_absolute_error: 0.4687, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5883, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4894, root_relative_squared_error: 0.9787, scimark_benchmark: 1829.349, usercpu_time_millis: 165.181, usercpu_time_millis_testing: 1.076, usercpu_time_millis_training: 164.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6219, f_measure: 0.5897, kappa: 0.1799, kb_relative_information_score: 127.2735, mean_absolute_error: 0.4537, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5901, predictive_accuracy: 0.5899, prior_entropy: 1, recall: 0.5899, relative_absolute_error: 0.9075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.0038, scimark_benchmark: 1807.4702, usercpu_time_millis: 173.822, usercpu_time_millis_testing: 1.379, usercpu_time_millis_training: 172.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6152, f_measure: 0.5946, kappa: 0.1898, kb_relative_information_score: 116.399, mean_absolute_error: 0.4579, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5952, predictive_accuracy: 0.5949, prior_entropy: 1, recall: 0.5949, relative_absolute_error: 0.9159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.0046, scimark_benchmark: 1782.9926, usercpu_time_millis: 178.594, usercpu_time_millis_testing: 0.84, usercpu_time_millis_training: 177.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6335, f_measure: 0.5907, kappa: 0.1815, kb_relative_information_score: 95.1638, mean_absolute_error: 0.4677, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5908, predictive_accuracy: 0.5908, prior_entropy: 1, recall: 0.5908, relative_absolute_error: 0.9354, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4877, root_relative_squared_error: 0.9755, scimark_benchmark: 1869.6309, usercpu_time_millis: 180.558, usercpu_time_millis_testing: 1.049, usercpu_time_millis_training: 179.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6276, f_measure: 0.5904, kappa: 0.1815, kb_relative_information_score: 107.8998, mean_absolute_error: 0.4624, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5911, predictive_accuracy: 0.5908, prior_entropy: 1, recall: 0.5908, relative_absolute_error: 0.9248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.492, root_relative_squared_error: 0.9839, scimark_benchmark: 1836.4708, usercpu_time_millis: 209.472, usercpu_time_millis_testing: 0.95, usercpu_time_millis_training: 208.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6197, f_measure: 0.5715, kappa: 0.1436, kb_relative_information_score: 92.387, mean_absolute_error: 0.4682, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.572, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9363, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4923, root_relative_squared_error: 0.9847, scimark_benchmark: 1872.0299, usercpu_time_millis: 200.302, usercpu_time_millis_testing: 1.345, usercpu_time_millis_training: 198.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5808, f_measure: 0.554, kappa: 0.1089, kb_relative_information_score: 45.0642, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5547, predictive_accuracy: 0.5545, prior_entropy: 1, recall: 0.5545, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1784.7128, usercpu_time_millis: 279.493, usercpu_time_millis_testing: 0.952, usercpu_time_millis_training: 278.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5995, f_measure: 0.5857, kappa: 0.1716, kb_relative_information_score: 94.2538, mean_absolute_error: 0.4665, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5859, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5041, root_relative_squared_error: 1.0081, scimark_benchmark: 1635.3661, usercpu_time_millis: 282.657, usercpu_time_millis_testing: 0.899, usercpu_time_millis_training: 281.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, f_measure: 0.5922, kappa: 0.1848, kb_relative_information_score: 98.391, mean_absolute_error: 0.4653, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5926, predictive_accuracy: 0.5924, prior_entropy: 1, recall: 0.5924, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9995, scimark_benchmark: 1870.2804, usercpu_time_millis: 235.226, usercpu_time_millis_testing: 1.072, usercpu_time_millis_training: 234.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5696, f_measure: 0.538, kappa: 0.0776, kb_relative_information_score: 36.6221, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.539, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 789.421, usercpu_time_millis: 244.837, usercpu_time_millis_testing: 0.793, usercpu_time_millis_training: 244.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5918, f_measure: 0.556, kappa: 0.1122, kb_relative_information_score: 55.1876, mean_absolute_error: 0.4816, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5561, predictive_accuracy: 0.5561, prior_entropy: 1, recall: 0.5561, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9884, scimark_benchmark: 1842.0678, usercpu_time_millis: 170.598, usercpu_time_millis_testing: 0.696, usercpu_time_millis_training: 169.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5791, f_measure: 0.5393, kappa: 0.0792, kb_relative_information_score: 43.927, mean_absolute_error: 0.4855, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5397, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9911, scimark_benchmark: 1865.8853, usercpu_time_millis: 171.144, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 170.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6279, f_measure: 0.5963, kappa: 0.1931, kb_relative_information_score: 106.8291, mean_absolute_error: 0.4629, 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: 0.9259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4919, root_relative_squared_error: 0.9838, scimark_benchmark: 1870.1619, usercpu_time_millis: 177.666, usercpu_time_millis_testing: 0.878, usercpu_time_millis_training: 176.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6318, f_measure: 0.594, kappa: 0.1881, kb_relative_information_score: 91.8215, mean_absolute_error: 0.4689, 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: 0.9378, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.488, root_relative_squared_error: 0.976, scimark_benchmark: 1836.9989, usercpu_time_millis: 184.702, usercpu_time_millis_testing: 1.303, usercpu_time_millis_training: 183.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5541, f_measure: 0.5213, kappa: 0.0479, kb_relative_information_score: 39.9005, mean_absolute_error: 0.4861, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5245, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5059, root_relative_squared_error: 1.0117, scimark_benchmark: 1792.5806, usercpu_time_millis: 200.454, usercpu_time_millis_testing: 0.637, usercpu_time_millis_training: 199.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5879, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 72.4876, mean_absolute_error: 0.475, 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: 0.95, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.0039, scimark_benchmark: 1865.8853, usercpu_time_millis: 222.517, usercpu_time_millis_testing: 0.799, usercpu_time_millis_training: 221.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 62.173, mean_absolute_error: 0.4791, 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: 0.9583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9901, scimark_benchmark: 1874.977, usercpu_time_millis: 200.494, usercpu_time_millis_testing: 1.039, usercpu_time_millis_training: 199.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5534, kappa: 0.1073, kb_relative_information_score: 48.7537, mean_absolute_error: 0.4837, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5538, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9913, scimark_benchmark: 1869.9448, usercpu_time_millis: 198.312, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 197.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5826, f_measure: 0.5435, kappa: 0.0875, kb_relative_information_score: 50.6044, mean_absolute_error: 0.483, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5438, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1872.9496, usercpu_time_millis: 292.038, usercpu_time_millis_testing: 1.038, usercpu_time_millis_training: 291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0026, 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: 1869.8223, usercpu_time_millis: 2.037, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 1.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0174, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1862.1704, usercpu_time_millis: 0.894, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 0.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5146, f_measure: 0.5087, kappa: 0.0231, kb_relative_information_score: 7.5993, mean_absolute_error: 0.4976, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5118, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1870.1619, usercpu_time_millis: 6.187, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 5.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5238, f_measure: 0.5201, kappa: 0.0429, kb_relative_information_score: 8.3664, mean_absolute_error: 0.4974, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5217, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1864.9656, usercpu_time_millis: 5.033, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 4.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5186, f_measure: 0.4999, kappa: 0.005, kb_relative_information_score: 13.1605, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5025, predictive_accuracy: 0.5025, prior_entropy: 1, recall: 0.5025, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1833.5175, usercpu_time_millis: 6.716, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 6.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.4992, kappa: -0.0017, kb_relative_information_score: -0.0249, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4992, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.5991, usercpu_time_millis: 0.445, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5196, f_measure: 0.517, kappa: 0.0363, kb_relative_information_score: 6.8948, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5183, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1876.7581, usercpu_time_millis: 2.073, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 1.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5279, f_measure: 0.5266, kappa: 0.0561, kb_relative_information_score: 9.0602, mean_absolute_error: 0.4972, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5284, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1848.8955, usercpu_time_millis: 17.959, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 17.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5274, f_measure: 0.4999, kappa: 0.0017, kb_relative_information_score: 20.6184, mean_absolute_error: 0.4929, 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: 0.9858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1844.5954, usercpu_time_millis: 17.605, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 17.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.5568, kappa: 0.1139, kb_relative_information_score: 57.5127, mean_absolute_error: 0.4805, 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: 0.961, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1842.214, usercpu_time_millis: 15.744, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 15.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.534, f_measure: 0.53, kappa: 0.0627, kb_relative_information_score: 12.5095, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5317, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1869.6309, usercpu_time_millis: 20.913, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 20.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0201, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.429, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0071, 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: 1873.4078, usercpu_time_millis: 0.525, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.588, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 61.2905, mean_absolute_error: 0.4792, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5619, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1874.977, usercpu_time_millis: 9.138, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 8.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5073, f_measure: 0.5112, kappa: 0.0231, kb_relative_information_score: 2.6692, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5116, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1866.9963, usercpu_time_millis: 1.822, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 1.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5257, f_measure: 0.5145, kappa: 0.033, kb_relative_information_score: 10.794, mean_absolute_error: 0.4966, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5168, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1873.4078, usercpu_time_millis: 12.786, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 12.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5959, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 69.2854, mean_absolute_error: 0.4766, 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: 0.9532, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9963, scimark_benchmark: 1827.4535, usercpu_time_millis: 3.422, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 3.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4932, kappa: -0.0033, kb_relative_information_score: -0.0108, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4983, 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: 1836.5407, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 0.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.563, f_measure: 0.5454, kappa: 0.0908, kb_relative_information_score: 38.8822, mean_absolute_error: 0.4871, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5454, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9742, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0037, scimark_benchmark: 1865.4965, usercpu_time_millis: 20.767, usercpu_time_millis_testing: 2.322, usercpu_time_millis_training: 18.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5231, f_measure: 0.5067, kappa: 0.0198, kb_relative_information_score: 16.0979, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5102, predictive_accuracy: 0.5099, prior_entropy: 1, recall: 0.5099, relative_absolute_error: 0.9892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1786.9105, usercpu_time_millis: 7.715, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 7.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5311, f_measure: 0.5163, kappa: 0.0363, kb_relative_information_score: 21.223, mean_absolute_error: 0.4928, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5184, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9856, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.0021, scimark_benchmark: 1871.2001, usercpu_time_millis: 5.391, usercpu_time_millis_testing: 0.587, usercpu_time_millis_training: 4.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.5831, kappa: 0.1667, kb_relative_information_score: 96.301, mean_absolute_error: 0.4663, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5835, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9326, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1850.8261, usercpu_time_millis: 12.48, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 12.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, f_measure: 0.5535, kappa: 0.1073, kb_relative_information_score: 60.8664, mean_absolute_error: 0.4793, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5537, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9585, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9965, scimark_benchmark: 1793.2379, usercpu_time_millis: 12.418, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 12.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.554, f_measure: 0.527, kappa: 0.0578, kb_relative_information_score: 25.3921, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5294, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1870.2139, usercpu_time_millis: 9.329, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 9.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5813, f_measure: 0.5503, kappa: 0.1007, kb_relative_information_score: 51.2604, mean_absolute_error: 0.4828, 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: 0.9656, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1851.7876, usercpu_time_millis: 10.204, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 10.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.5751, kappa: 0.1502, kb_relative_information_score: 81.3548, mean_absolute_error: 0.4717, 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: 0.9435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1873.9387, usercpu_time_millis: 24.795, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 24.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5426, f_measure: 0.518, kappa: 0.038, kb_relative_information_score: 25.1855, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5191, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1843.1261, usercpu_time_millis: 10.473, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 10.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4486, kappa: -0.0033, kb_relative_information_score: -0.0093, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, 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: 1862.3618, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0144, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4975, 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: 1836.9989, usercpu_time_millis: 2.13, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 1.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0097, 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: 1863.2738, usercpu_time_millis: 1.112, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, 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: 0.4966, 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: 1864.5074, usercpu_time_millis: 1.972, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 1.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.4792, kb_relative_information_score: -0.0002, 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: 1861.1843, usercpu_time_millis: 1.332, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 1.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.4958, 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: 0.5009, 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: 1869.6309, usercpu_time_millis: 0.846, usercpu_time_millis_testing: 0.118, usercpu_time_millis_training: 0.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0174, 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: 1871.97, usercpu_time_millis: 1.658, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 1.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5299, f_measure: 0.5151, kappa: 0.0347, kb_relative_information_score: 10.6779, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5177, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1868.1832, usercpu_time_millis: 7.307, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 7.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5393, f_measure: 0.5113, kappa: 0.0264, kb_relative_information_score: 19.6651, mean_absolute_error: 0.4936, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5134, predictive_accuracy: 0.5132, prior_entropy: 1, recall: 0.5132, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1865.8853, usercpu_time_millis: 11.605, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 11.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5107, f_measure: 0.5163, kappa: 0.033, kb_relative_information_score: 3.1668, mean_absolute_error: 0.4991, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5165, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1865.4271, usercpu_time_millis: 11.987, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 11.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0084, 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: 1854.8318, usercpu_time_millis: 0.462, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0069, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.498, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1851.3378, usercpu_time_millis: 1.949, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 1.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5202, f_measure: 0.4984, kappa: 0.0033, kb_relative_information_score: 10.4858, mean_absolute_error: 0.4966, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5017, predictive_accuracy: 0.5017, prior_entropy: 1, recall: 0.5017, relative_absolute_error: 0.9932, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1846.6923, usercpu_time_millis: 6.237, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 5.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 85.1307, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5768, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1844.2371, usercpu_time_millis: 3.947, usercpu_time_millis_testing: 0.135, usercpu_time_millis_training: 3.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, f_measure: 0.5064, kappa: 0.0182, kb_relative_information_score: 12.5364, mean_absolute_error: 0.4959, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5093, predictive_accuracy: 0.5091, prior_entropy: 1, recall: 0.5091, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9991, scimark_benchmark: 1864.5074, usercpu_time_millis: 22.005, usercpu_time_millis_testing: 0.541, usercpu_time_millis_training: 21.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5547, f_measure: 0.5283, kappa: 0.0578, kb_relative_information_score: 33.5967, mean_absolute_error: 0.4887, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.529, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9773, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9995, scimark_benchmark: 1865.4271, usercpu_time_millis: 9.996, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 9.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5, kb_relative_information_score: -0.0042, 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: 1800.5564, usercpu_time_millis: 1.976, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 1.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5186, f_measure: 0.4953, kappa: -0.0066, kb_relative_information_score: 15.7306, mean_absolute_error: 0.4945, 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: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0077, scimark_benchmark: 1848.8955, usercpu_time_millis: 8.991, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 8.095,
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: 0.5002, f_measure: 0.4792, kb_relative_information_score: -0.0025, 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: 1871.2001, usercpu_time_millis: 1.945, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 1.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.4949, kb_relative_information_score: -0.011, 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: 1869.1029, usercpu_time_millis: 1.136, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5872, f_measure: 0.5512, kappa: 0.1023, kb_relative_information_score: 55.6217, mean_absolute_error: 0.4812, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5512, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.9901, scimark_benchmark: 1806.3756, usercpu_time_millis: 12.574, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 12.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5404, f_measure: 0.52, kappa: 0.0479, kb_relative_information_score: 15.969, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5247, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1836.0127, usercpu_time_millis: 17.105, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 16.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.5814, kappa: 0.1634, kb_relative_information_score: 99.9641, mean_absolute_error: 0.465, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5819, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9299, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9909, scimark_benchmark: 1853.9121, usercpu_time_millis: 37.069, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 36.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, f_measure: 0.5184, kappa: 0.0413, kb_relative_information_score: 10.7846, mean_absolute_error: 0.4967, 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: 0.9933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9987, scimark_benchmark: 1671.1703, usercpu_time_millis: 13.447, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 13.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4498, kappa: -0.0017, kb_relative_information_score: -0.0063, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4987, 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: 1872.3546, usercpu_time_millis: 1.347, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 1.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5335, f_measure: 0.5126, kappa: 0.0297, kb_relative_information_score: 13.1856, mean_absolute_error: 0.4959, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5151, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9975, scimark_benchmark: 1852.6324, usercpu_time_millis: 6.171, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 6.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.4949, kb_relative_information_score: -0.0039, 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: 1856.9289, usercpu_time_millis: 1.592, usercpu_time_millis_testing: 0.216, usercpu_time_millis_training: 1.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5759, f_measure: 0.5348, kappa: 0.0726, kb_relative_information_score: 40.1398, mean_absolute_error: 0.4867, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5368, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9897, scimark_benchmark: 1694.294, usercpu_time_millis: 45.499, usercpu_time_millis_testing: 0.939, usercpu_time_millis_training: 44.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.525, f_measure: 0.5103, kappa: 0.0264, kb_relative_information_score: 9.9168, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5135, predictive_accuracy: 0.5132, prior_entropy: 1, recall: 0.5132, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9989, scimark_benchmark: 1871.2001, usercpu_time_millis: 1.834, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 1.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0052, 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: 1873.5293, usercpu_time_millis: 2.177, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 1.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5199, f_measure: 0.5304, kappa: 0.0627, kb_relative_information_score: 5.9888, mean_absolute_error: 0.4982, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5316, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1872.9496, usercpu_time_millis: 18.981, usercpu_time_millis_testing: 0.506, usercpu_time_millis_training: 18.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5776, f_measure: 0.5544, kappa: 0.1089, kb_relative_information_score: 50.2167, mean_absolute_error: 0.4831, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5545, predictive_accuracy: 0.5545, prior_entropy: 1, recall: 0.5545, relative_absolute_error: 0.9662, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1871.2001, usercpu_time_millis: 21.973, usercpu_time_millis_testing: 1.496, usercpu_time_millis_training: 20.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5441, f_measure: 0.5183, kappa: 0.038, kb_relative_information_score: 26.6561, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5191, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9991, scimark_benchmark: 1865.4965, usercpu_time_millis: 16.001, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 15.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6106, f_measure: 0.5807, kappa: 0.1617, kb_relative_information_score: 81.6977, mean_absolute_error: 0.4721, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.581, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9887, scimark_benchmark: 1871.1262, usercpu_time_millis: 52.334, usercpu_time_millis_testing: 1.436, usercpu_time_millis_training: 50.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0086, 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: 1873.9387, usercpu_time_millis: 1.009, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5679, f_measure: 0.5457, kappa: 0.0924, kb_relative_information_score: 28.0776, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5464, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1850.7491, usercpu_time_millis: 21.698, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 21.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6029, f_measure: 0.5766, kappa: 0.1535, kb_relative_information_score: 99.6208, mean_absolute_error: 0.4643, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5768, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5049, root_relative_squared_error: 1.0097, scimark_benchmark: 1865.6227, usercpu_time_millis: 7.446, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 7.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5666, f_measure: 0.5398, kappa: 0.0809, kb_relative_information_score: 32.1861, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5407, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9933, scimark_benchmark: 1873.4078, usercpu_time_millis: 14.03, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 13.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5479, f_measure: 0.528, kappa: 0.0561, kb_relative_information_score: 31.392, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5281, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1860.7926, usercpu_time_millis: 49.969, usercpu_time_millis_testing: 1.034, usercpu_time_millis_training: 48.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5008, kappa: 0.0017, kb_relative_information_score: -0.0012, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5008, 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: 1871.2001, usercpu_time_millis: 1.577, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 1.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.4949, kb_relative_information_score: -0.0018, 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: 1877.7472, usercpu_time_millis: 0.676, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5972, f_measure: 0.5667, kappa: 0.1337, kb_relative_information_score: 77.8782, mean_absolute_error: 0.473, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5669, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9983, scimark_benchmark: 1919.8295, usercpu_time_millis: 15.401, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 15.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4799, kappa: 0.0017, kb_relative_information_score: -0.0074, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.501, 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: 1869.6309, usercpu_time_millis: 0.972, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, f_measure: 0.532, kappa: 0.0677, kb_relative_information_score: 25.4323, mean_absolute_error: 0.4918, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5344, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1869.1029, usercpu_time_millis: 4.423, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 4.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5326, f_measure: 0.5168, kappa: 0.0396, kb_relative_information_score: 13.4134, mean_absolute_error: 0.4958, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5203, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1865.8853, usercpu_time_millis: 56.42, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 55.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0236, 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: 1856.5802, usercpu_time_millis: 1.411, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 1.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.5226, kappa: 0.0462, kb_relative_information_score: 4.9356, mean_absolute_error: 0.4985, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5232, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0003, scimark_benchmark: 1868.7112, usercpu_time_millis: 6.569, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 6.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5695, f_measure: 0.5387, kappa: 0.0776, kb_relative_information_score: 53.7843, mean_absolute_error: 0.4813, 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: 0.9625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5041, root_relative_squared_error: 1.0082, scimark_benchmark: 1874.977, usercpu_time_millis: 3.126, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 3.079,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs