OpenML
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: 0.9968, f_measure: 0.9725, kappa: 0.9391, kb_relative_information_score: 1167.8799, mean_absolute_error: 0.2106, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9729, predictive_accuracy: 0.9727, prior_entropy: 0.9313, recall: 0.9727, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.5326, scimark_benchmark: 1872.4216, usercpu_time_millis: 3.744, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 3.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.8907, kappa: 0.7534, kb_relative_information_score: 675.0188, mean_absolute_error: 0.3233, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.906, predictive_accuracy: 0.8954, prior_entropy: 0.9313, recall: 0.8954, relative_absolute_error: 0.7135, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.7475, scimark_benchmark: 1831.543, usercpu_time_millis: 5.575, usercpu_time_millis_testing: 0.584, usercpu_time_millis_training: 4.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1893.7019, mean_absolute_error: 0.0149, 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: 0.0368, root_relative_squared_error: 0.0773, scimark_benchmark: 1857.8423, usercpu_time_millis: 4.918, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 4.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1475.7556, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.945, predictive_accuracy: 0.9346, prior_entropy: 0.9313, recall: 0.9346, relative_absolute_error: 0.2627, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.4691, scimark_benchmark: 1828.4479, usercpu_time_millis: 19.164, usercpu_time_millis_testing: 0.718, usercpu_time_millis_training: 18.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1450.3971, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9918, predictive_accuracy: 0.9918, prior_entropy: 0.9313, recall: 0.9918, relative_absolute_error: 0.3123, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.3759, scimark_benchmark: 1873.2807, usercpu_time_millis: 13.56, usercpu_time_millis_testing: 1.021, usercpu_time_millis_training: 12.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9562, kappa: 0.9024, kb_relative_information_score: 939.7341, mean_absolute_error: 0.2648, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9579, predictive_accuracy: 0.9567, prior_entropy: 0.9313, recall: 0.9567, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.303, root_relative_squared_error: 0.6366, scimark_benchmark: 1841.335, usercpu_time_millis: 7.043, usercpu_time_millis_testing: 0.873, usercpu_time_millis_training: 6.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1916.374, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0174, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0195, root_relative_squared_error: 0.041, scimark_benchmark: 1850.0271, usercpu_time_millis: 8.534, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 8.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1164.4691, mean_absolute_error: 0.2016, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.945, predictive_accuracy: 0.9346, prior_entropy: 0.9313, recall: 0.9346, relative_absolute_error: 0.4449, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.5651, scimark_benchmark: 1849.5133, usercpu_time_millis: 8.848, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 8.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.983, kappa: 0.9624, kb_relative_information_score: 1319.6877, mean_absolute_error: 0.1746, 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: 0.3855, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.4514, scimark_benchmark: 1827.1175, usercpu_time_millis: 9.221, usercpu_time_millis_testing: 0.899, usercpu_time_millis_training: 8.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1739.8546, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1372, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1872, scimark_benchmark: 1816.6943, usercpu_time_millis: 9.611, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 9.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1705.3833, mean_absolute_error: 0.071, 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: 0.1566, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.2225, scimark_benchmark: 1742.9009, usercpu_time_millis: 4.95, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 4.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9047, kappa: 0.7853, kb_relative_information_score: 854.5924, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9172, predictive_accuracy: 0.9083, prior_entropy: 0.9313, recall: 0.9083, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.675, scimark_benchmark: 1849.7964, usercpu_time_millis: 17.669, usercpu_time_millis_testing: 2.26, usercpu_time_millis_training: 15.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.6333, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0107, root_relative_squared_error: 0.0225, scimark_benchmark: 1829.279, usercpu_time_millis: 12.81, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 12.381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.7406, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0091, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0176, root_relative_squared_error: 0.037, scimark_benchmark: 1839.708, usercpu_time_millis: 32.429, usercpu_time_millis_testing: 0.98, usercpu_time_millis_training: 31.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1876.9398, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0445, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.043, root_relative_squared_error: 0.0903, scimark_benchmark: 1823.4928, usercpu_time_millis: 10.018, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 9.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1703.7308, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1603, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.2148, scimark_benchmark: 1855.1969, usercpu_time_millis: 18.039, usercpu_time_millis_testing: 0.82, usercpu_time_millis_training: 17.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9002, kappa: 0.7894, kb_relative_information_score: 958.6778, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9212, predictive_accuracy: 0.898, prior_entropy: 0.9313, recall: 0.898, relative_absolute_error: 0.5381, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.6575, scimark_benchmark: 1851.4571, usercpu_time_millis: 10.785, usercpu_time_millis_testing: 0.517, usercpu_time_millis_training: 10.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1783.7242, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1674, scimark_benchmark: 1878.2574, usercpu_time_millis: 21.861, usercpu_time_millis_testing: 1.163, usercpu_time_millis_training: 20.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1909.2555, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0263, root_relative_squared_error: 0.0553, scimark_benchmark: 1848.5572, usercpu_time_millis: 8.254, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 7.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1857.4164, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0577, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.1104, scimark_benchmark: 1852.8044, usercpu_time_millis: 19.404, usercpu_time_millis_testing: 0.598, usercpu_time_millis_training: 18.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 1652.3963, mean_absolute_error: 0.0869, 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: 0.1917, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.2517, scimark_benchmark: 1858.3397, usercpu_time_millis: 19.163, usercpu_time_millis_testing: 0.881, usercpu_time_millis_training: 18.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.5163, kb_relative_information_score: 0.2684, 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: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1852.8044, usercpu_time_millis: 2.252, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 1.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.0688, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0037, scimark_benchmark: 1854.2281, usercpu_time_millis: 10.758, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 10.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1897.5056, 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: 0.0365, root_relative_squared_error: 0.0766, scimark_benchmark: 1850.0271, usercpu_time_millis: 22.275, usercpu_time_millis_testing: 0.863, usercpu_time_millis_training: 21.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.0298, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0006, root_relative_squared_error: 0.0012, scimark_benchmark: 1856.4015, usercpu_time_millis: 22.781, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 22.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.394, 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: 0.0143, root_relative_squared_error: 0.0299, scimark_benchmark: 1873.4078, usercpu_time_millis: 20.975, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 20.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1711.4748, mean_absolute_error: 0.0692, 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: 0.1527, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.2188, scimark_benchmark: 1827.2867, usercpu_time_millis: 6.383, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 5.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1861.1344, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.055, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0511, root_relative_squared_error: 0.1073, scimark_benchmark: 1808.6579, usercpu_time_millis: 26.846, usercpu_time_millis_testing: 1.304, usercpu_time_millis_training: 25.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1798.3718, mean_absolute_error: 0.0437, 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: 0.0964, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0754, root_relative_squared_error: 0.1584, scimark_benchmark: 1831.543, usercpu_time_millis: 30.241, usercpu_time_millis_testing: 1.865, usercpu_time_millis_training: 28.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9814, kappa: 0.9589, kb_relative_information_score: 1356.9246, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9814, predictive_accuracy: 0.9815, prior_entropy: 0.9313, recall: 0.9815, relative_absolute_error: 0.3639, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.4217, scimark_benchmark: 1872.3546, usercpu_time_millis: 10.694, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 10.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1557.6254, mean_absolute_error: 0.1124, 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: 0.2482, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.3149, scimark_benchmark: 1827.5061, usercpu_time_millis: 20.225, usercpu_time_millis_testing: 1.51, usercpu_time_millis_training: 18.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.0065, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0012, root_relative_squared_error: 0.0025, scimark_benchmark: 1873.8058, usercpu_time_millis: 18.802, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 18.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9525, kappa: 0.8941, kb_relative_information_score: 799.7765, mean_absolute_error: 0.2981, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9544, predictive_accuracy: 0.9531, prior_entropy: 0.9313, recall: 0.9531, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.6936, scimark_benchmark: 1860.6582, usercpu_time_millis: 4.16, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 3.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1809.8003, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.1289, scimark_benchmark: 1859.8849, usercpu_time_millis: 28.977, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 28.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1468.5604, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9918, predictive_accuracy: 0.9918, prior_entropy: 0.9313, recall: 0.9918, relative_absolute_error: 0.3008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3675, scimark_benchmark: 1831.6192, usercpu_time_millis: 5.122, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 4.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9715, kappa: 0.9368, kb_relative_information_score: 1115.7736, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9719, predictive_accuracy: 0.9717, prior_entropy: 0.9313, recall: 0.9717, relative_absolute_error: 0.4932, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.5564, scimark_benchmark: 1839.5893, usercpu_time_millis: 7.886, usercpu_time_millis_testing: 0.76, usercpu_time_millis_training: 7.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5163, kb_relative_information_score: -0.539, 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: 1837.424, usercpu_time_millis: 2.662, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 2.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1836.6938, 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: 0.0714, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.061, root_relative_squared_error: 0.1282, scimark_benchmark: 1849.3078, usercpu_time_millis: 21.519, usercpu_time_millis_testing: 1.062, usercpu_time_millis_training: 20.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.5163, kb_relative_information_score: 0.4077, 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: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1874.9909, usercpu_time_millis: 2.614, usercpu_time_millis_testing: 0.471, usercpu_time_millis_training: 2.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.3928, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0257, root_relative_squared_error: 0.0541, scimark_benchmark: 1831.6014, usercpu_time_millis: 4.642, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 4.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8416, kappa: 0.6729, kb_relative_information_score: 688.8552, mean_absolute_error: 0.2961, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8785, predictive_accuracy: 0.8377, prior_entropy: 0.9313, recall: 0.8377, relative_absolute_error: 0.6535, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3613, root_relative_squared_error: 0.7591, scimark_benchmark: 1823.3643, usercpu_time_millis: 1.108, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 1.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.9068, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0134, root_relative_squared_error: 0.0281, scimark_benchmark: 1825.1185, usercpu_time_millis: 12.473, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 11.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1661.0476, mean_absolute_error: 0.0831, 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: 0.1834, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.2556, scimark_benchmark: 1826.1215, usercpu_time_millis: 2.408, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 2.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1835.9138, mean_absolute_error: 0.0325, 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: 0.0717, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0575, root_relative_squared_error: 0.1209, scimark_benchmark: 1858.6393, usercpu_time_millis: 10.755, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 10.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1856.3667, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.1125, scimark_benchmark: 1885.5126, usercpu_time_millis: 6.67, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 6.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1877.7791, 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: 0.0447, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0347, root_relative_squared_error: 0.073, scimark_benchmark: 1842.5816, usercpu_time_millis: 28.665, usercpu_time_millis_testing: 0.72, usercpu_time_millis_training: 27.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1607.8473, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 0.9313, recall: 0.9954, relative_absolute_error: 0.217, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.2866, scimark_benchmark: 1853.0023, usercpu_time_millis: 11.367, usercpu_time_millis_testing: 0.818, usercpu_time_millis_training: 10.549,
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: 0.8344, f_measure: 0.5163, kb_relative_information_score: 283.206, mean_absolute_error: 0.3934, 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: 0.8683, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.8853, scimark_benchmark: 1863.7429, usercpu_time_millis: 3.467, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 3.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1902.7289, 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: 0.0268, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0295, root_relative_squared_error: 0.0621, scimark_benchmark: 1829.5304, usercpu_time_millis: 3.442, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 3.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.5349, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0066, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.01, root_relative_squared_error: 0.0211, scimark_benchmark: 1872.4216, usercpu_time_millis: 20.353, usercpu_time_millis_testing: 0.612, usercpu_time_millis_training: 19.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1868.5307, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0504, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0455, root_relative_squared_error: 0.0956, scimark_benchmark: 1854.2281, usercpu_time_millis: 15.698, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 15.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9267, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0049, root_relative_squared_error: 0.0103, scimark_benchmark: 1838.5755, usercpu_time_millis: 17.141, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 16.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1609.1601, mean_absolute_error: 0.0977, 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: 0.2156, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.288, scimark_benchmark: 1820.4004, usercpu_time_millis: 33.376, usercpu_time_millis_testing: 2.747, usercpu_time_millis_training: 30.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1884.1908, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.0792, scimark_benchmark: 1872.9496, usercpu_time_millis: 11.88, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 11.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6589, 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: 0.0002, root_relative_squared_error: 0.0005, scimark_benchmark: 1823.7981, usercpu_time_millis: 9.905, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 9.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6623, 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: 0.0001, root_relative_squared_error: 0.0003, scimark_benchmark: 1828.9507, usercpu_time_millis: 7.474, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 7.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.6157, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0112, root_relative_squared_error: 0.0236, scimark_benchmark: 1819.7344, usercpu_time_millis: 8.232, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 7.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.4404, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0082, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0082, root_relative_squared_error: 0.0173, scimark_benchmark: 1845.7221, usercpu_time_millis: 10.096, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 9.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.8811, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0053, root_relative_squared_error: 0.0112, scimark_benchmark: 1870.8547, usercpu_time_millis: 22.022, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 21.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.1012, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0076, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0122, root_relative_squared_error: 0.0257, scimark_benchmark: 1851.0585, usercpu_time_millis: 15.05, usercpu_time_millis_testing: 0.728, usercpu_time_millis_training: 14.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9928, kappa: 0.9841, kb_relative_information_score: 1431.2663, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9313, recall: 0.9928, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.3843, scimark_benchmark: 1799.7256, usercpu_time_millis: 0.802, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.2243, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0025, root_relative_squared_error: 0.0053, scimark_benchmark: 1827.6203, usercpu_time_millis: 30.852, usercpu_time_millis_testing: 0.804, usercpu_time_millis_training: 30.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1917.0986, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0167, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0225, root_relative_squared_error: 0.0472, scimark_benchmark: 1996.8846, usercpu_time_millis: 3.334, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 3.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9673, kappa: 0.9274, kb_relative_information_score: 925.5572, mean_absolute_error: 0.2692, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9679, predictive_accuracy: 0.9675, prior_entropy: 0.9313, recall: 0.9675, relative_absolute_error: 0.5942, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6411, scimark_benchmark: 1853.7115, usercpu_time_millis: 8.572, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 7.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1816.7761, mean_absolute_error: 0.0386, 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: 0.0852, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0623, root_relative_squared_error: 0.1308, scimark_benchmark: 1872.8797, usercpu_time_millis: 9.589, usercpu_time_millis_testing: 0.484, usercpu_time_millis_training: 9.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1908.0042, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0229, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.03, root_relative_squared_error: 0.063, scimark_benchmark: 1888.25, usercpu_time_millis: 1.932, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 1.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1881.1186, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0426, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.031, root_relative_squared_error: 0.0652, scimark_benchmark: 1840.5461, usercpu_time_millis: 14.401, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 13.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1748.5111, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1316, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.1809, scimark_benchmark: 1852.6867, usercpu_time_millis: 13.854, usercpu_time_millis_testing: 0.647, usercpu_time_millis_training: 13.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1655.5133, mean_absolute_error: 0.0849, 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: 0.1873, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.2566, scimark_benchmark: 1862.2945, usercpu_time_millis: 7.695, usercpu_time_millis_testing: 0.543, usercpu_time_millis_training: 7.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8463, f_measure: 0.5163, kb_relative_information_score: 98.704, mean_absolute_error: 0.4327, 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: 0.9551, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4567, root_relative_squared_error: 0.9595, scimark_benchmark: 1809.5748, usercpu_time_millis: 0.765, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 1778.3224, mean_absolute_error: 0.0494, 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: 0.1091, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.1747, scimark_benchmark: 1853.7115, usercpu_time_millis: 7.225, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 6.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9694, kappa: 0.9321, kb_relative_information_score: 1123.4675, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9699, predictive_accuracy: 0.9696, prior_entropy: 0.9313, recall: 0.9696, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.263, root_relative_squared_error: 0.5526, scimark_benchmark: 1834.6797, usercpu_time_millis: 7.586, usercpu_time_millis_testing: 0.882, usercpu_time_millis_training: 6.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1667.8068, mean_absolute_error: 0.0824, 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: 0.1818, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.2422, scimark_benchmark: 1858.4623, usercpu_time_millis: 2.095, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 1.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9907, kappa: 0.9795, kb_relative_information_score: 1444.1036, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 0.9313, recall: 0.9907, relative_absolute_error: 0.314, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.3861, scimark_benchmark: 1868.785, usercpu_time_millis: 18.476, usercpu_time_millis_testing: 1.591, usercpu_time_millis_training: 16.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1858.1576, mean_absolute_error: 0.0246, 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: 0.0544, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1827.5403, mean_absolute_error: 0.0344, 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: 0.076, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.068, root_relative_squared_error: 0.1428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9861, kappa: 0.9694, kb_relative_information_score: 1468.0562, mean_absolute_error: 0.1354, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9862, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1863.8537, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0531, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1682.1333, mean_absolute_error: 0.0765, 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: 0.1688, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.2434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9809, kappa: 0.9578, kb_relative_information_score: 1300.79, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9809, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.4621, scimark_benchmark: 1819.7344, usercpu_time_millis: 15.718, usercpu_time_millis_testing: 1.81, usercpu_time_millis_training: 13.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1902.087, 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: 0.033, root_relative_squared_error: 0.0693, scimark_benchmark: 1795.4571, usercpu_time_millis: 12.658, usercpu_time_millis_testing: 0.496, usercpu_time_millis_training: 12.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9887, kappa: 0.975, kb_relative_information_score: 1450.2926, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.9313, recall: 0.9887, relative_absolute_error: 0.3107, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.3688, scimark_benchmark: 1803.3052, usercpu_time_millis: 17.423, usercpu_time_millis_testing: 0.809, usercpu_time_millis_training: 16.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1921.2422, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0173, root_relative_squared_error: 0.0363, scimark_benchmark: 1745.2573, usercpu_time_millis: 20.229, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 19.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1738.5588, mean_absolute_error: 0.0611, 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: 0.1349, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.096, root_relative_squared_error: 0.2018, scimark_benchmark: 1831.6014, usercpu_time_millis: 13.849, usercpu_time_millis_testing: 0.907, usercpu_time_millis_training: 12.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1831.4398, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.13, scimark_benchmark: 1857.9429, usercpu_time_millis: 24.106, usercpu_time_millis_testing: 0.615, usercpu_time_millis_training: 23.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1798.777, mean_absolute_error: 0.0436, 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: 0.0963, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.1549, scimark_benchmark: 1842.7354, usercpu_time_millis: 13.685, usercpu_time_millis_testing: 0.778, usercpu_time_millis_training: 12.907,

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