OpenML
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 145872 Supervised Classification steel-plates-fault 132228 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9773, kappa: 0.9497, kb_relative_information_score: 1182.1653, mean_absolute_error: 0.2099, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9773, predictive_accuracy: 0.9773, prior_entropy: 0.9313, recall: 0.9773, relative_absolute_error: 0.4633, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2436, root_relative_squared_error: 0.5118, scimark_benchmark: 1236.5726, usercpu_time_millis: 27.645, usercpu_time_millis_testing: 1.485, usercpu_time_millis_training: 26.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.0927, 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: 0.0255, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0326, root_relative_squared_error: 0.0684, scimark_benchmark: 1240.3813, usercpu_time_millis: 107.385, usercpu_time_millis_testing: 3.27, usercpu_time_millis_training: 104.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1891.5395, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.037, root_relative_squared_error: 0.0776, scimark_benchmark: 1232.6739, usercpu_time_millis: 102.082, usercpu_time_millis_testing: 3.008, usercpu_time_millis_training: 99.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1845.622, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.065, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0595, root_relative_squared_error: 0.125, scimark_benchmark: 1238.9899, usercpu_time_millis: 146.075, usercpu_time_millis_testing: 5.172, usercpu_time_millis_training: 140.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1856.7978, 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: 0.0576, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0543, root_relative_squared_error: 0.1142, scimark_benchmark: 1226.1603, usercpu_time_millis: 137.481, usercpu_time_millis_testing: 4.05, usercpu_time_millis_training: 133.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1791.1435, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.1539, scimark_benchmark: 1246.4898, usercpu_time_millis: 77.7, usercpu_time_millis_testing: 2.451, usercpu_time_millis_training: 75.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.5271, 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: 0.0009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0029, root_relative_squared_error: 0.0062, scimark_benchmark: 1237.1769, usercpu_time_millis: 26.967, usercpu_time_millis_testing: 0.486, usercpu_time_millis_training: 26.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9814, kappa: 0.9589, kb_relative_information_score: 1300.6888, mean_absolute_error: 0.18, 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: 0.3973, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.46, scimark_benchmark: 1232.5743, usercpu_time_millis: 68.287, usercpu_time_millis_testing: 4.391, usercpu_time_millis_training: 63.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.4916, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0261, scimark_benchmark: 1241.8239, usercpu_time_millis: 188.486, usercpu_time_millis_testing: 3.903, usercpu_time_millis_training: 184.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1554.2779, mean_absolute_error: 0.1125, 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: 0.2484, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.3111, scimark_benchmark: 1232.1845, usercpu_time_millis: 62.308, usercpu_time_millis_testing: 3.265, usercpu_time_millis_training: 59.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.7699, 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: 0.0014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0037, root_relative_squared_error: 0.0078, scimark_benchmark: 1238.9565, usercpu_time_millis: 7.329, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 7.101,
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: 0.983, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1458.2161, mean_absolute_error: 0.1238, 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: 0.2733, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.4817, scimark_benchmark: 1248.676, usercpu_time_millis: 138.55, usercpu_time_millis_testing: 3.783, usercpu_time_millis_training: 134.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.0262, 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: 0.0134, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0155, root_relative_squared_error: 0.0325, scimark_benchmark: 1238.4538, usercpu_time_millis: 139.733, usercpu_time_millis_testing: 3.359, usercpu_time_millis_training: 136.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9912, kappa: 0.9806, kb_relative_information_score: 1488.9748, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9914, predictive_accuracy: 0.9912, prior_entropy: 0.9313, recall: 0.9912, relative_absolute_error: 0.2907, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3477, scimark_benchmark: 1236.5115, usercpu_time_millis: 39.177, usercpu_time_millis_testing: 1.659, usercpu_time_millis_training: 37.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.891, f_measure: 0.7768, kappa: 0.542, kb_relative_information_score: 597.68, mean_absolute_error: 0.3141, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8174, predictive_accuracy: 0.7713, prior_entropy: 0.9313, recall: 0.7713, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3795, root_relative_squared_error: 0.7974, scimark_benchmark: 1243.3819, usercpu_time_millis: 21.316, usercpu_time_millis_testing: 0.925, usercpu_time_millis_training: 20.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1528.3696, mean_absolute_error: 0.1211, 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: 0.2672, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.3276, scimark_benchmark: 1241.4931, usercpu_time_millis: 22.084, usercpu_time_millis_testing: 1.279, usercpu_time_millis_training: 20.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1817.3281, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.1272, scimark_benchmark: 1240.4966, usercpu_time_millis: 150.984, usercpu_time_millis_testing: 3.252, usercpu_time_millis_training: 147.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.5163, kb_relative_information_score: -2.3106, mean_absolute_error: 0.4532, 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: 1.0004, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1237.7197, usercpu_time_millis: 2.084, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 1.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1575.6532, mean_absolute_error: 0.1073, 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: 0.2368, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.3049, scimark_benchmark: 1230.7939, usercpu_time_millis: 64.6, usercpu_time_millis_testing: 3.345, usercpu_time_millis_training: 61.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9871, kappa: 0.9715, kb_relative_information_score: 1387.0617, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9871, predictive_accuracy: 0.9871, prior_entropy: 0.9313, recall: 0.9871, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4196, scimark_benchmark: 1236.872, usercpu_time_millis: 88.014, usercpu_time_millis_testing: 6.906, usercpu_time_millis_training: 81.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.0704, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0258, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0293, root_relative_squared_error: 0.0616, scimark_benchmark: 1239.3335, usercpu_time_millis: 36.929, usercpu_time_millis_testing: 1.236, usercpu_time_millis_training: 35.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, f_measure: 0.5163, kb_relative_information_score: 282.9765, mean_absolute_error: 0.3935, 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: 0.8684, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.8863, scimark_benchmark: 1243.1793, usercpu_time_millis: 5.504, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 5.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1830.5696, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0752, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.1341, scimark_benchmark: 1243.4636, usercpu_time_millis: 53.645, usercpu_time_millis_testing: 1.991, usercpu_time_millis_training: 51.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6787, 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: 0.0002, scimark_benchmark: 1236.201, usercpu_time_millis: 119.732, usercpu_time_millis_testing: 2.173, usercpu_time_millis_training: 117.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9295, kappa: 0.8422, kb_relative_information_score: 720.494, mean_absolute_error: 0.3134, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9337, predictive_accuracy: 0.931, prior_entropy: 0.9313, recall: 0.931, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3466, root_relative_squared_error: 0.7283, scimark_benchmark: 1237.1432, usercpu_time_millis: 14.923, usercpu_time_millis_testing: 1.163, usercpu_time_millis_training: 13.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1865.4291, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0527, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.0954, scimark_benchmark: 1236.2391, usercpu_time_millis: 112.659, usercpu_time_millis_testing: 2.798, usercpu_time_millis_training: 109.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1549.3608, mean_absolute_error: 0.1141, 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: 0.2518, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.154, root_relative_squared_error: 0.3235, scimark_benchmark: 1241.0097, usercpu_time_millis: 28.006, usercpu_time_millis_testing: 1.841, usercpu_time_millis_training: 26.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9928, kappa: 0.9841, kb_relative_information_score: 1406.4594, mean_absolute_error: 0.1537, 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: 0.3393, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.3969, scimark_benchmark: 1242.248, usercpu_time_millis: 78.286, usercpu_time_millis_testing: 4.206, usercpu_time_millis_training: 74.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.5163, kb_relative_information_score: 0.3625, 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: 1235.3423, usercpu_time_millis: 13.987, usercpu_time_millis_testing: 1.966, usercpu_time_millis_training: 12.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.8676, kappa: 0.7218, kb_relative_information_score: 655.371, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8918, predictive_accuracy: 0.8645, prior_entropy: 0.9313, recall: 0.8645, relative_absolute_error: 0.6748, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.765, scimark_benchmark: 1251.3405, usercpu_time_millis: 37.94, usercpu_time_millis_testing: 2.87, usercpu_time_millis_training: 35.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9454, 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: 0.0025, root_relative_squared_error: 0.0052, scimark_benchmark: 1229.829, usercpu_time_millis: 120.095, usercpu_time_millis_testing: 2.707, usercpu_time_millis_training: 117.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1604.4396, mean_absolute_error: 0.099, 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: 0.2184, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.2913, scimark_benchmark: 1251.5579, usercpu_time_millis: 22.422, usercpu_time_millis_testing: 1.241, usercpu_time_millis_training: 21.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1517.5205, mean_absolute_error: 0.1061, 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: 0.2343, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.4684, scimark_benchmark: 1240.3056, usercpu_time_millis: 78.588, usercpu_time_millis_testing: 2.727, usercpu_time_millis_training: 75.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.5163, kb_relative_information_score: -0.0633, 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: 1242.4256, usercpu_time_millis: 10.234, usercpu_time_millis_testing: 1.439, usercpu_time_millis_training: 8.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9732, kappa: 0.9409, kb_relative_information_score: 1167.6612, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9732, predictive_accuracy: 0.9732, prior_entropy: 0.9313, recall: 0.9732, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.5199, scimark_benchmark: 1235.8923, usercpu_time_millis: 42.811, usercpu_time_millis_testing: 2.573, usercpu_time_millis_training: 40.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1708.932, mean_absolute_error: 0.0702, 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: 0.155, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.2182, scimark_benchmark: 1222.55, usercpu_time_millis: 54.584, usercpu_time_millis_testing: 2.306, usercpu_time_millis_training: 52.278,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5163, kb_relative_information_score: -0.0933, 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: 1238.7546, usercpu_time_millis: 13.502, usercpu_time_millis_testing: 1.511, usercpu_time_millis_training: 11.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.5163, kb_relative_information_score: -0.3125, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1238.7286, usercpu_time_millis: 12.48, usercpu_time_millis_testing: 1.581, usercpu_time_millis_training: 10.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, f_measure: 0.5163, kb_relative_information_score: 265.5283, mean_absolute_error: 0.3978, 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: 0.878, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4251, root_relative_squared_error: 0.8932, scimark_benchmark: 1242.8141, usercpu_time_millis: 7.484, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 6.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1656.0178, mean_absolute_error: 0.0844, 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: 0.1864, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1236, root_relative_squared_error: 0.2597, scimark_benchmark: 1244.4717, usercpu_time_millis: 7.763, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 7.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5163, kb_relative_information_score: -0.4566, 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: 1218.4579, usercpu_time_millis: 4.838, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 4.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.7181, 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: 0.0021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0059, root_relative_squared_error: 0.0123, scimark_benchmark: 1234.0075, usercpu_time_millis: 124.22, usercpu_time_millis_testing: 2.514, usercpu_time_millis_training: 121.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1893.9145, 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: 0.0327, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0365, root_relative_squared_error: 0.0766, scimark_benchmark: 1239.2052, usercpu_time_millis: 30.88, usercpu_time_millis_testing: 0.938, usercpu_time_millis_training: 29.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1680.9912, mean_absolute_error: 0.0784, 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: 0.1729, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.2365, scimark_benchmark: 1243.7885, usercpu_time_millis: 3.903, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 3.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.5175, kappa: 0.0019, kb_relative_information_score: 246.8041, mean_absolute_error: 0.4034, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7737, predictive_accuracy: 0.6538, prior_entropy: 0.9313, recall: 0.6538, relative_absolute_error: 0.8905, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.9011, scimark_benchmark: 1236.3258, usercpu_time_millis: 20.918, usercpu_time_millis_testing: 1.779, usercpu_time_millis_training: 19.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.5163, kb_relative_information_score: 163.6073, mean_absolute_error: 0.4189, 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: 0.9247, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4457, root_relative_squared_error: 0.9364, scimark_benchmark: 1235.2759, usercpu_time_millis: 16.856, usercpu_time_millis_testing: 1.865, usercpu_time_millis_training: 14.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.7627, 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: 0.0014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0025, root_relative_squared_error: 0.0052, scimark_benchmark: 1232.5619, usercpu_time_millis: 88.777, usercpu_time_millis_testing: 2.024, usercpu_time_millis_training: 86.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.5163, kb_relative_information_score: 0.1866, 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: 1242.4388, usercpu_time_millis: 14.79, usercpu_time_millis_testing: 1.771, usercpu_time_millis_training: 13.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.5163, kb_relative_information_score: 0.0811, 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: 1239.7147, usercpu_time_millis: 11.826, usercpu_time_millis_testing: 1.704, usercpu_time_millis_training: 10.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.7932, 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: 0.0014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0038, root_relative_squared_error: 0.0081, scimark_benchmark: 1240.0654, usercpu_time_millis: 128.025, usercpu_time_millis_testing: 2.57, usercpu_time_millis_training: 125.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.784, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.009, root_relative_squared_error: 0.019, scimark_benchmark: 1241.2188, usercpu_time_millis: 57.822, usercpu_time_millis_testing: 1.288, usercpu_time_millis_training: 56.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9752, kappa: 0.9451, kb_relative_information_score: 1244.8609, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.9313, recall: 0.9753, relative_absolute_error: 0.4267, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.234, root_relative_squared_error: 0.4917, scimark_benchmark: 1236.5558, usercpu_time_millis: 45.646, usercpu_time_millis_testing: 3.369, usercpu_time_millis_training: 42.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.0566, 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: 0.0012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0028, root_relative_squared_error: 0.0058, scimark_benchmark: 1238.495, usercpu_time_millis: 164.231, usercpu_time_millis_testing: 3.331, usercpu_time_millis_training: 160.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1676.5888, mean_absolute_error: 0.0788, 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: 0.1739, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.2444, scimark_benchmark: 1240.0937, usercpu_time_millis: 35.53, usercpu_time_millis_testing: 1.782, usercpu_time_millis_training: 33.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.8112, kappa: 0.5736, kb_relative_information_score: 549.9236, mean_absolute_error: 0.3493, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8597, predictive_accuracy: 0.8284, prior_entropy: 0.9313, recall: 0.8284, relative_absolute_error: 0.7711, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3796, root_relative_squared_error: 0.7977, scimark_benchmark: 1234.4918, usercpu_time_millis: 23.467, usercpu_time_millis_testing: 2.2, usercpu_time_millis_training: 21.267,
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: 1894.9168, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0321, root_relative_squared_error: 0.0674, scimark_benchmark: 1236.7069, usercpu_time_millis: 20.568, usercpu_time_millis_testing: 0.729, usercpu_time_millis_training: 19.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9892, kappa: 0.9762, kb_relative_information_score: 1261.4219, mean_absolute_error: 0.1907, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 0.9313, recall: 0.9892, relative_absolute_error: 0.4209, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.226, root_relative_squared_error: 0.4749, scimark_benchmark: 1219.257, usercpu_time_millis: 76.058, usercpu_time_millis_testing: 4.465, usercpu_time_millis_training: 71.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.8756, kappa: 0.7189, kb_relative_information_score: 761.0267, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8961, predictive_accuracy: 0.882, prior_entropy: 0.9313, recall: 0.882, relative_absolute_error: 0.6685, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.7152, scimark_benchmark: 1231.8535, usercpu_time_millis: 73.465, usercpu_time_millis_testing: 6.441, usercpu_time_millis_training: 67.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8771, kappa: 0.7223, kb_relative_information_score: 765.4877, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8985, predictive_accuracy: 0.8836, prior_entropy: 0.9313, recall: 0.8836, relative_absolute_error: 0.6666, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.7132, scimark_benchmark: 1231.6601, usercpu_time_millis: 61.729, usercpu_time_millis_testing: 6.14, usercpu_time_millis_training: 55.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.5163, kb_relative_information_score: 0.1596, 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: 1239.9492, usercpu_time_millis: 11.109, usercpu_time_millis_testing: 1.715, usercpu_time_millis_training: 9.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.8577, kappa: 0.7071, kb_relative_information_score: 1036.1244, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8974, predictive_accuracy: 0.8542, prior_entropy: 0.9313, recall: 0.8542, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.6424, scimark_benchmark: 1228.302, usercpu_time_millis: 64.263, usercpu_time_millis_testing: 2.282, usercpu_time_millis_training: 61.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.8429, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0156, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.02, root_relative_squared_error: 0.0421, scimark_benchmark: 1240.2062, usercpu_time_millis: 143.337, usercpu_time_millis_testing: 3.852, usercpu_time_millis_training: 139.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9928, kappa: 0.9841, kb_relative_information_score: 1590.5688, mean_absolute_error: 0.103, 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: 0.2273, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.2974, scimark_benchmark: 1235.7159, usercpu_time_millis: 49.854, usercpu_time_millis_testing: 2.856, usercpu_time_millis_training: 46.998,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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From your own software

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

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