Task
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142880 runs submitted
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  • OpenML100 study_123 study_14 study_50 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1917.5945, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0164, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0221, root_relative_squared_error: 0.0464, scimark_benchmark: 1316.4282, usercpu_time_millis: 16.792, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 16.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1907.2485, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0237, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0267, root_relative_squared_error: 0.0562, scimark_benchmark: 1313.6625, usercpu_time_millis: 20.353, usercpu_time_millis_testing: 0.638, usercpu_time_millis_training: 19.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.4899, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0283, root_relative_squared_error: 0.0595, scimark_benchmark: 1295.5023, usercpu_time_millis: 7.921, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 7.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8968, kappa: 0.7672, kb_relative_information_score: 813.1207, mean_absolute_error: 0.2917, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9115, predictive_accuracy: 0.9011, prior_entropy: 0.9313, recall: 0.9011, relative_absolute_error: 0.6437, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.693, scimark_benchmark: 1295.3601, usercpu_time_millis: 33.585, usercpu_time_millis_testing: 3.329, usercpu_time_millis_training: 30.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1873.5514, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.0909, scimark_benchmark: 1299.5598, usercpu_time_millis: 67.166, usercpu_time_millis_testing: 2.655, usercpu_time_millis_training: 64.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.9577, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.006, root_relative_squared_error: 0.0125, scimark_benchmark: 1296.0387, usercpu_time_millis: 53.161, usercpu_time_millis_testing: 1.276, usercpu_time_millis_training: 51.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.2461, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0041, root_relative_squared_error: 0.0086, scimark_benchmark: 1318.5256, usercpu_time_millis: 35.125, usercpu_time_millis_testing: 0.87, usercpu_time_millis_training: 34.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.4023, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.006, root_relative_squared_error: 0.0126, scimark_benchmark: 1287.7524, usercpu_time_millis: 60.745, usercpu_time_millis_testing: 1.019, usercpu_time_millis_training: 59.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1876.3036, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0452, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0381, root_relative_squared_error: 0.0801, scimark_benchmark: 1292.9044, usercpu_time_millis: 81.794, usercpu_time_millis_testing: 2.89, usercpu_time_millis_training: 78.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1869.3685, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0498, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0429, root_relative_squared_error: 0.0902, scimark_benchmark: 1298.7422, usercpu_time_millis: 81.47, usercpu_time_millis_testing: 2.859, usercpu_time_millis_training: 78.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.5185, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.005, root_relative_squared_error: 0.0105, scimark_benchmark: 1320.2798, usercpu_time_millis: 98.32, usercpu_time_millis_testing: 2.199, usercpu_time_millis_training: 96.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1921.8812, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0135, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0354, scimark_benchmark: 1314.9943, usercpu_time_millis: 37.965, usercpu_time_millis_testing: 1.152, usercpu_time_millis_training: 36.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.7071, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0029, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.008, root_relative_squared_error: 0.0167, scimark_benchmark: 1296.2642, usercpu_time_millis: 16.495, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 16.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9036, kappa: 0.7832, kb_relative_information_score: 812.5573, mean_absolute_error: 0.2909, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9128, predictive_accuracy: 0.9067, prior_entropy: 0.9313, recall: 0.9067, relative_absolute_error: 0.642, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.6951, scimark_benchmark: 1306.4006, usercpu_time_millis: 43.202, usercpu_time_millis_testing: 3.98, usercpu_time_millis_training: 39.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6978, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0.0001, scimark_benchmark: 1321.2508, usercpu_time_millis: 74.382, usercpu_time_millis_testing: 1.44, usercpu_time_millis_training: 72.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1913.6191, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0191, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.0532, scimark_benchmark: 1324.2851, usercpu_time_millis: 114.852, usercpu_time_millis_testing: 2.664, usercpu_time_millis_training: 112.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9845, kappa: 0.9658, kb_relative_information_score: 1411.0089, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.331, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.4071, scimark_benchmark: 1305.4748, usercpu_time_millis: 5.299, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 4.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.229, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0097, root_relative_squared_error: 0.0203, scimark_benchmark: 1318.6953, usercpu_time_millis: 98.78, usercpu_time_millis_testing: 3.084, usercpu_time_millis_training: 95.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1859.4081, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.111, scimark_benchmark: 1301.6533, usercpu_time_millis: 55.468, usercpu_time_millis_testing: 1.482, usercpu_time_millis_training: 53.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1916.6015, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0198, root_relative_squared_error: 0.0416, scimark_benchmark: 1312.3576, usercpu_time_millis: 71.839, usercpu_time_millis_testing: 3.092, usercpu_time_millis_training: 68.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1847.9853, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0645, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1048, scimark_benchmark: 1296.2162, usercpu_time_millis: 55.073, usercpu_time_millis_testing: 2.274, usercpu_time_millis_training: 52.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.342, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0046, root_relative_squared_error: 0.0096, scimark_benchmark: 1325.0203, usercpu_time_millis: 55.163, usercpu_time_millis_testing: 1.773, usercpu_time_millis_training: 53.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.5009, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.006, root_relative_squared_error: 0.0126, scimark_benchmark: 1297.5284, usercpu_time_millis: 35.537, usercpu_time_millis_testing: 0.798, usercpu_time_millis_training: 34.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1902.1906, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0324, root_relative_squared_error: 0.0681, scimark_benchmark: 1318.3066, usercpu_time_millis: 16.597, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 16.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.3067, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0163, root_relative_squared_error: 0.0342, scimark_benchmark: 1297.9036, usercpu_time_millis: 46.041, usercpu_time_millis_testing: 1.284, usercpu_time_millis_training: 44.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1902.3406, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0336, root_relative_squared_error: 0.0707, scimark_benchmark: 1292.0234, usercpu_time_millis: 40.116, usercpu_time_millis_testing: 1.299, usercpu_time_millis_training: 38.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9866, kappa: 0.9705, kb_relative_information_score: 1459.1089, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9866, predictive_accuracy: 0.9866, prior_entropy: 0.9313, recall: 0.9866, relative_absolute_error: 0.305, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.3767, scimark_benchmark: 1314.435, usercpu_time_millis: 20.382, usercpu_time_millis_testing: 1.234, usercpu_time_millis_training: 19.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.3491, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0154, root_relative_squared_error: 0.0324, scimark_benchmark: 1301.6608, usercpu_time_millis: 66.097, usercpu_time_millis_testing: 1.364, usercpu_time_millis_training: 64.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9845, kappa: 0.9657, kb_relative_information_score: 1320.5335, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.3836, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.4536, scimark_benchmark: 1302.621, usercpu_time_millis: 25.193, usercpu_time_millis_testing: 1.657, usercpu_time_millis_training: 23.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.4448, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0087, root_relative_squared_error: 0.0183, scimark_benchmark: 1296.1623, usercpu_time_millis: 48.201, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 46.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1756.0583, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.124, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.1885, scimark_benchmark: 1314.5759, usercpu_time_millis: 38.48, usercpu_time_millis_testing: 1.666, usercpu_time_millis_training: 36.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1867.3219, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.096, scimark_benchmark: 1288.9977, usercpu_time_millis: 37.962, usercpu_time_millis_testing: 1.356, usercpu_time_millis_training: 36.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1835.9807, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0713, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.1328, scimark_benchmark: 1288.2944, usercpu_time_millis: 62.71, usercpu_time_millis_testing: 2.162, usercpu_time_millis_training: 60.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1886.446, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0375, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0427, root_relative_squared_error: 0.0897, scimark_benchmark: 1328.2833, usercpu_time_millis: 147.635, usercpu_time_millis_testing: 4.003, usercpu_time_millis_training: 143.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1916.5574, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0239, root_relative_squared_error: 0.0503, scimark_benchmark: 1300.7841, usercpu_time_millis: 24.428, usercpu_time_millis_testing: 0.638, usercpu_time_millis_training: 23.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1919.6499, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0151, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0183, root_relative_squared_error: 0.0384, scimark_benchmark: 1292.408, usercpu_time_millis: 96.278, usercpu_time_millis_testing: 2.809, usercpu_time_millis_training: 93.469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.0175, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0098, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0146, root_relative_squared_error: 0.0307, scimark_benchmark: 1315.9185, usercpu_time_millis: 34.234, usercpu_time_millis_testing: 0.861, usercpu_time_millis_training: 33.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1800.4544, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.095, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.075, root_relative_squared_error: 0.1577, scimark_benchmark: 1300.302, usercpu_time_millis: 26.467, usercpu_time_millis_testing: 0.892, usercpu_time_millis_training: 25.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.6259, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0129, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0177, root_relative_squared_error: 0.0372, scimark_benchmark: 1304.6848, usercpu_time_millis: 107.943, usercpu_time_millis_testing: 2.733, usercpu_time_millis_training: 105.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1876.2549, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0449, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.0909, scimark_benchmark: 1297.1139, usercpu_time_millis: 48.403, usercpu_time_millis_testing: 1.681, usercpu_time_millis_training: 46.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1623.9563, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.2067, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.132, root_relative_squared_error: 0.2773, scimark_benchmark: 1318.63, usercpu_time_millis: 38.349, usercpu_time_millis_testing: 2.102, usercpu_time_millis_training: 36.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.5902, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.002, root_relative_squared_error: 0.0043, scimark_benchmark: 1298.4233, usercpu_time_millis: 73.12, usercpu_time_millis_testing: 1.636, usercpu_time_millis_training: 71.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1864.3098, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0529, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0495, root_relative_squared_error: 0.1041, scimark_benchmark: 1306.7416, usercpu_time_millis: 32.394, usercpu_time_millis_testing: 1.031, usercpu_time_millis_training: 31.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9851, kappa: 0.967, kb_relative_information_score: 1440.1296, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.985, predictive_accuracy: 0.9851, prior_entropy: 0.9313, recall: 0.9851, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.3874, scimark_benchmark: 1304.9214, usercpu_time_millis: 26.86, usercpu_time_millis_testing: 1.632, usercpu_time_millis_training: 25.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1610.5906, mean_absolute_error: 0.0975, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 0.9313, recall: 0.9948, relative_absolute_error: 0.2153, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.2842, scimark_benchmark: 1307.44, usercpu_time_millis: 69.504, usercpu_time_millis_testing: 3.971, usercpu_time_millis_training: 65.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1492.7954, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.2856, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.3566, scimark_benchmark: 1312.537, usercpu_time_millis: 13.858, usercpu_time_millis_testing: 0.777, usercpu_time_millis_training: 13.081,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1859.0293, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0567, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0487, root_relative_squared_error: 0.1024, scimark_benchmark: 1310.8546, usercpu_time_millis: 58.538, usercpu_time_millis_testing: 2.262, usercpu_time_millis_training: 56.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1889.8894, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0353, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0395, root_relative_squared_error: 0.0829, scimark_benchmark: 1323.4433, usercpu_time_millis: 49.794, usercpu_time_millis_testing: 1.857, usercpu_time_millis_training: 47.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.9652, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0034, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0065, root_relative_squared_error: 0.0136, scimark_benchmark: 1320.7022, usercpu_time_millis: 166.519, usercpu_time_millis_testing: 2.955, usercpu_time_millis_training: 163.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9863, kb_relative_information_score: 1575.7138, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.9313, recall: 0.9938, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.306, scimark_benchmark: 1298.485, usercpu_time_millis: 24.903, usercpu_time_millis_testing: 1.353, usercpu_time_millis_training: 23.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1898.7916, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0337, root_relative_squared_error: 0.0708, scimark_benchmark: 1286.1945, usercpu_time_millis: 91.943, usercpu_time_millis_testing: 2.479, usercpu_time_millis_training: 89.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1893.9523, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0328, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0353, root_relative_squared_error: 0.0741, scimark_benchmark: 1289.0619, usercpu_time_millis: 95.157, usercpu_time_millis_testing: 2.924, usercpu_time_millis_training: 92.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1801.8173, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.1559, scimark_benchmark: 1289.0044, usercpu_time_millis: 26.964, usercpu_time_millis_testing: 1.092, usercpu_time_millis_training: 25.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.8953, kappa: 0.7643, kb_relative_information_score: 795.2147, mean_absolute_error: 0.2945, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9058, predictive_accuracy: 0.899, prior_entropy: 0.9313, recall: 0.899, relative_absolute_error: 0.6501, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.7025, scimark_benchmark: 1282.6621, usercpu_time_millis: 41.798, usercpu_time_millis_testing: 4.179, usercpu_time_millis_training: 37.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1825.7664, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.1335, scimark_benchmark: 1295.3547, usercpu_time_millis: 68.304, usercpu_time_millis_testing: 2.995, usercpu_time_millis_training: 65.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8625, kappa: 0.6891, kb_relative_information_score: 724.2667, mean_absolute_error: 0.3104, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.888, predictive_accuracy: 0.8707, prior_entropy: 0.9313, recall: 0.8707, relative_absolute_error: 0.6852, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.7306, scimark_benchmark: 1322.3498, usercpu_time_millis: 55.92, usercpu_time_millis_testing: 5.043, usercpu_time_millis_training: 50.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1731.5547, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.1394, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.2069, scimark_benchmark: 1326.1896, usercpu_time_millis: 36.363, usercpu_time_millis_testing: 1.679, usercpu_time_millis_training: 34.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.7309, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0028, root_relative_squared_error: 0.0058, scimark_benchmark: 1298.5099, usercpu_time_millis: 66.147, usercpu_time_millis_testing: 1.256, usercpu_time_millis_training: 64.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1815.139, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0857, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.1434, scimark_benchmark: 1285.1355, usercpu_time_millis: 19.617, usercpu_time_millis_testing: 0.799, usercpu_time_millis_training: 18.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9897, kappa: 0.9772, kb_relative_information_score: 1432.2381, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.9313, recall: 0.9897, relative_absolute_error: 0.3208, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.3935, scimark_benchmark: 1308.3612, usercpu_time_millis: 24.425, usercpu_time_millis_testing: 1.997, usercpu_time_millis_training: 22.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1784.159, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1055, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0811, root_relative_squared_error: 0.1704, scimark_benchmark: 1297.4762, usercpu_time_millis: 23.406, usercpu_time_millis_testing: 0.899, usercpu_time_millis_training: 22.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1924.0228, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0119, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0165, root_relative_squared_error: 0.0346, scimark_benchmark: 1300.6145, usercpu_time_millis: 71.283, usercpu_time_millis_testing: 1.795, usercpu_time_millis_training: 69.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1633.1592, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.2012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.129, root_relative_squared_error: 0.271, scimark_benchmark: 1308.2457, usercpu_time_millis: 119.523, usercpu_time_millis_testing: 5.436, usercpu_time_millis_training: 114.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1597.1211, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.2234, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.2938, scimark_benchmark: 1315.2396, usercpu_time_millis: 81.994, usercpu_time_millis_testing: 3.636, usercpu_time_millis_training: 78.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.1089, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0098, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0139, root_relative_squared_error: 0.0293, scimark_benchmark: 1319.6425, usercpu_time_millis: 19.003, usercpu_time_millis_testing: 0.509, usercpu_time_millis_training: 18.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1777.5984, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.083, root_relative_squared_error: 0.1745, scimark_benchmark: 1299.1043, usercpu_time_millis: 62.637, usercpu_time_millis_testing: 2.813, usercpu_time_millis_training: 59.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1920.169, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0145, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0209, root_relative_squared_error: 0.044, scimark_benchmark: 1308.5158, usercpu_time_millis: 38.129, usercpu_time_millis_testing: 1.099, usercpu_time_millis_training: 37.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9599, kappa: 0.9107, kb_relative_information_score: 1044.5502, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9613, predictive_accuracy: 0.9603, prior_entropy: 0.9313, recall: 0.9603, relative_absolute_error: 0.5287, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.591, scimark_benchmark: 1303.7244, usercpu_time_millis: 21.807, usercpu_time_millis_testing: 1.824, usercpu_time_millis_training: 19.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, kb_relative_information_score: -6.3725, mean_absolute_error: 0.454, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4766, root_relative_squared_error: 1.0013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.1264, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0061, root_relative_squared_error: 0.0129, scimark_benchmark: 1831.0865, usercpu_time_millis: 10.601, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 10.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9921, kb_relative_information_score: 1586.8213, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9313, recall: 0.9964, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1378, root_relative_squared_error: 0.2896, scimark_benchmark: 1868.6447, usercpu_time_millis: 8.165, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 7.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1644.8819, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.1941, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.125, root_relative_squared_error: 0.2626, scimark_benchmark: 1805.0299, usercpu_time_millis: 20.635, usercpu_time_millis_testing: 1.765, usercpu_time_millis_training: 18.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.57, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0051, root_relative_squared_error: 0.0107, scimark_benchmark: 1873.4078, usercpu_time_millis: 21.015, usercpu_time_millis_testing: 0.508, usercpu_time_millis_training: 20.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9803, kappa: 0.9564, kb_relative_information_score: 1234.7616, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9806, predictive_accuracy: 0.9804, prior_entropy: 0.9313, recall: 0.9804, relative_absolute_error: 0.4288, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.4998, scimark_benchmark: 1874.4489, usercpu_time_millis: 18.177, usercpu_time_millis_testing: 1.942, usercpu_time_millis_training: 16.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.4334, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0066, root_relative_squared_error: 0.0138, scimark_benchmark: 1873.8058, usercpu_time_millis: 30.87, usercpu_time_millis_testing: 0.774, usercpu_time_millis_training: 30.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.1687, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1832.0062, usercpu_time_millis: 1.334, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.5163, kb_relative_information_score: -0.557, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1852.8712, usercpu_time_millis: 0.797, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 0.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7529, f_measure: 0.5163, kb_relative_information_score: 240.0064, mean_absolute_error: 0.3957, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.8734, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4303, root_relative_squared_error: 0.9042, scimark_benchmark: 1867.5973, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9798, kappa: 0.9554, kb_relative_information_score: 1193.4045, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.98, predictive_accuracy: 0.9799, prior_entropy: 0.9313, recall: 0.9799, relative_absolute_error: 0.4532, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2464, root_relative_squared_error: 0.5177, scimark_benchmark: 1864.8321, usercpu_time_millis: 1.588, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 1.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9321, kappa: 0.8537, kb_relative_information_score: 1028.2829, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9405, predictive_accuracy: 0.931, prior_entropy: 0.9313, recall: 0.931, relative_absolute_error: 0.5059, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.6224, scimark_benchmark: 1872.1262, usercpu_time_millis: 2.926, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 2.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9731, kappa: 0.9403, kb_relative_information_score: 1047.7234, mean_absolute_error: 0.2419, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9733, predictive_accuracy: 0.9732, prior_entropy: 0.9313, recall: 0.9732, relative_absolute_error: 0.534, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.5802, scimark_benchmark: 1832.0062, usercpu_time_millis: 0.683, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: -0.0207, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1871.668, usercpu_time_millis: 2.056, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 1.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1760.8336, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1238, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.1699, scimark_benchmark: 1874.9168, usercpu_time_millis: 7.174, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 6.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1873.2156, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0426, root_relative_squared_error: 0.0895, scimark_benchmark: 1831.484, usercpu_time_millis: 2.29, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 2.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5163, kb_relative_information_score: 0.1396, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1848.2161, usercpu_time_millis: 2.94, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 2.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9647, kappa: 0.9216, kb_relative_information_score: 984.5509, mean_absolute_error: 0.2554, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9654, predictive_accuracy: 0.965, prior_entropy: 0.9313, recall: 0.965, relative_absolute_error: 0.5636, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.6167, scimark_benchmark: 1756.0615, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9955, kb_relative_information_score: 1744.4184, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.9313, recall: 0.9979, relative_absolute_error: 0.131, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1981, scimark_benchmark: 1873.4078, usercpu_time_millis: 5.749, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 5.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1499.4442, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.9313, recall: 0.9923, relative_absolute_error: 0.2826, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3505, scimark_benchmark: 1850.8809, usercpu_time_millis: 10.222, usercpu_time_millis_testing: 0.946, usercpu_time_millis_training: 9.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.983, kappa: 0.9624, kb_relative_information_score: 1231.3182, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.983, predictive_accuracy: 0.983, prior_entropy: 0.9313, recall: 0.983, relative_absolute_error: 0.4372, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.4929, scimark_benchmark: 1852.4259, usercpu_time_millis: 14.166, usercpu_time_millis_testing: 1.222, usercpu_time_millis_training: 12.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1746.085, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.9313, recall: 0.9969, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.1957, scimark_benchmark: 789.0866, usercpu_time_millis: 18.533, usercpu_time_millis_testing: 0.762, usercpu_time_millis_training: 17.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1839.3156, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0695, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0603, root_relative_squared_error: 0.1268, scimark_benchmark: 789.3267, usercpu_time_millis: 34.134, usercpu_time_millis_testing: 1.298, usercpu_time_millis_training: 32.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1462.7549, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.3064, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.3646, scimark_benchmark: 788.5766, usercpu_time_millis: 12.36, usercpu_time_millis_testing: 0.559, usercpu_time_millis_training: 11.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1897.7983, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0302, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0322, root_relative_squared_error: 0.0676, scimark_benchmark: 1865.8853, usercpu_time_millis: 15.79, usercpu_time_millis_testing: 0.656, usercpu_time_millis_training: 15.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1898.6451, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0274, root_relative_squared_error: 0.0575, scimark_benchmark: 1869.1029, usercpu_time_millis: 24.016, usercpu_time_millis_testing: 0.824, usercpu_time_millis_training: 23.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1884.5414, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0395, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0372, root_relative_squared_error: 0.0781, scimark_benchmark: 789.4032, usercpu_time_millis: 8.928, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 8.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.2019, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0062, root_relative_squared_error: 0.0131, scimark_benchmark: 1868.1196, usercpu_time_millis: 22.207, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 21.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1835.6433, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.1212, scimark_benchmark: 788.5778, usercpu_time_millis: 26.056, usercpu_time_millis_testing: 1.101, usercpu_time_millis_training: 24.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.9342, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0134, root_relative_squared_error: 0.0282, scimark_benchmark: 1874.9909, usercpu_time_millis: 27.402, usercpu_time_millis_testing: 0.912, usercpu_time_millis_training: 26.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1784.72, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.1672, scimark_benchmark: 1848.9284, usercpu_time_millis: 12.215, usercpu_time_millis_testing: 0.682, usercpu_time_millis_training: 11.533,

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

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From your own software

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

OpenML APIs