OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 145833 Supervised Classification bank-marketing 22645 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.885, kappa: 0.3798, kb_relative_information_score: 5252.2571, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.9009, prior_entropy: 0.5207, recall: 0.9009, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.8206, scimark_benchmark: 1268.0399, usercpu_time_millis: 558.521, usercpu_time_millis_testing: 30.248, usercpu_time_millis_training: 528.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8847, kappa: 0.3749, kb_relative_information_score: 6375.6918, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8862, predictive_accuracy: 0.9015, prior_entropy: 0.5207, recall: 0.9015, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8055, scimark_benchmark: 1266.5786, usercpu_time_millis: 1032.751, usercpu_time_millis_testing: 54.343, usercpu_time_millis_training: 978.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9008, kappa: 0.4906, kb_relative_information_score: 9470.4658, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8982, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.7827, scimark_benchmark: 1331.07, usercpu_time_millis: 5368.959, usercpu_time_millis_testing: 133.221, usercpu_time_millis_training: 5235.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8282, kb_relative_information_score: 1088.2069, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8323, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.8728, scimark_benchmark: 1317.0674, usercpu_time_millis: 242.013, usercpu_time_millis_testing: 14.966, usercpu_time_millis_training: 227.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8991, kappa: 0.4786, kb_relative_information_score: 9178.1583, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8964, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6302, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.785, scimark_benchmark: 1337.5079, usercpu_time_millis: 839.212, usercpu_time_millis_testing: 20.819, usercpu_time_millis_training: 818.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.8531, kappa: 0.1585, kb_relative_information_score: 3836.9159, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8834, predictive_accuracy: 0.8921, prior_entropy: 0.5207, recall: 0.8921, relative_absolute_error: 0.7711, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8366, scimark_benchmark: 1282.0973, usercpu_time_millis: 126.382, usercpu_time_millis_testing: 6.685, usercpu_time_millis_training: 119.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8954, kappa: 0.4502, kb_relative_information_score: 8321.4533, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8936, predictive_accuracy: 0.9057, prior_entropy: 0.5207, recall: 0.9057, relative_absolute_error: 0.6529, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7873, scimark_benchmark: 1284.2964, usercpu_time_millis: 471.068, usercpu_time_millis_testing: 27.69, usercpu_time_millis_training: 443.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.894, kappa: 0.4559, kb_relative_information_score: 8228.1596, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8906, predictive_accuracy: 0.901, prior_entropy: 0.5207, recall: 0.901, relative_absolute_error: 0.6256, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.8172, scimark_benchmark: 1285.34, usercpu_time_millis: 54.363, usercpu_time_millis_testing: 2.355, usercpu_time_millis_training: 52.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8989, kappa: 0.481, kb_relative_information_score: 8865.6542, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9057, prior_entropy: 0.5207, recall: 0.9057, relative_absolute_error: 0.6377, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.789, scimark_benchmark: 1332.305, usercpu_time_millis: 3586.863, usercpu_time_millis_testing: 88.794, usercpu_time_millis_training: 3498.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.8971, kappa: 0.4805, kb_relative_information_score: 9533.2621, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9019, prior_entropy: 0.5207, recall: 0.9019, relative_absolute_error: 0.6103, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.8045, scimark_benchmark: 1339.0397, usercpu_time_millis: 999.69, usercpu_time_millis_testing: 16.655, usercpu_time_millis_training: 983.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8939, kappa: 0.4411, kb_relative_information_score: 7763.0838, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.892, predictive_accuracy: 0.9046, prior_entropy: 0.5207, recall: 0.9046, relative_absolute_error: 0.6624, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2548, root_relative_squared_error: 0.7929, scimark_benchmark: 1275.2378, usercpu_time_millis: 521.704, usercpu_time_millis_testing: 31.391, usercpu_time_millis_training: 490.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.899, kappa: 0.4801, kb_relative_information_score: 9041.6979, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6346, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7856, scimark_benchmark: 1309.5499, usercpu_time_millis: 2708.979, usercpu_time_millis_testing: 83.271, usercpu_time_millis_training: 2625.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8973, kappa: 0.4656, kb_relative_information_score: 8343.7601, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8948, predictive_accuracy: 0.9059, prior_entropy: 0.5207, recall: 0.9059, relative_absolute_error: 0.6451, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.7901, scimark_benchmark: 1315.5567, usercpu_time_millis: 2357.17, usercpu_time_millis_testing: 94.931, usercpu_time_millis_training: 2262.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, f_measure: 0.8814, kappa: 0.3873, kb_relative_information_score: 7007.6695, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8767, predictive_accuracy: 0.8902, prior_entropy: 0.5207, recall: 0.8902, relative_absolute_error: 0.6181, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.9207, scimark_benchmark: 1299.7069, usercpu_time_millis: 23.133, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 22.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.659, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4103.1323, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9066, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.9524, scimark_benchmark: 1224.8707, usercpu_time_millis: 3979.608, usercpu_time_millis_testing: 26.572, usercpu_time_millis_training: 3953.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.8988, kappa: 0.4775, kb_relative_information_score: 9098.0335, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.896, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6341, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7844, scimark_benchmark: 1281.3108, usercpu_time_millis: 3364.972, usercpu_time_millis_testing: 105.758, usercpu_time_millis_training: 3259.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.8937, kappa: 0.4373, kb_relative_information_score: 8043.5424, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8923, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.659, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.7895, scimark_benchmark: 1321.9913, usercpu_time_millis: 1471.293, usercpu_time_millis_testing: 84.816, usercpu_time_millis_training: 1386.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6816, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4105.6738, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9062, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.952, scimark_benchmark: 1284.8783, usercpu_time_millis: 5672.792, usercpu_time_millis_testing: 24.396, usercpu_time_millis_training: 5648.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8982, kappa: 0.4738, kb_relative_information_score: 8196.6809, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8954, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6521, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7935, scimark_benchmark: 1266.7914, usercpu_time_millis: 774.579, usercpu_time_millis_testing: 35.246, usercpu_time_millis_training: 739.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.8951, kappa: 0.4493, kb_relative_information_score: 8138.2443, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8931, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.7894, scimark_benchmark: 1306.2913, usercpu_time_millis: 760.502, usercpu_time_millis_testing: 26.591, usercpu_time_millis_training: 733.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.9, kappa: 0.4841, kb_relative_information_score: 9907.2287, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8973, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6202, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.7789, scimark_benchmark: 1278.8408, usercpu_time_millis: 373.731, usercpu_time_millis_testing: 14.383, usercpu_time_millis_training: 359.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8956, kappa: 0.4568, kb_relative_information_score: 7911.4618, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8929, predictive_accuracy: 0.9044, prior_entropy: 0.5207, recall: 0.9044, relative_absolute_error: 0.6527, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.795, scimark_benchmark: 1283.9497, usercpu_time_millis: 3111.147, usercpu_time_millis_testing: 90.557, usercpu_time_millis_training: 3020.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8987, kappa: 0.4768, kb_relative_information_score: 8230.0711, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.896, predictive_accuracy: 0.9063, prior_entropy: 0.5207, recall: 0.9063, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7878, scimark_benchmark: 1303.2693, usercpu_time_millis: 981.802, usercpu_time_millis_testing: 52.953, usercpu_time_millis_training: 928.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8998, kappa: 0.4869, kb_relative_information_score: 9226.5596, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6296, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7871, scimark_benchmark: 1298.7283, usercpu_time_millis: 286.128, usercpu_time_millis_testing: 6.864, usercpu_time_millis_training: 279.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9014, kappa: 0.4982, kb_relative_information_score: 9498.924, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8986, predictive_accuracy: 0.9068, prior_entropy: 0.5207, recall: 0.9068, relative_absolute_error: 0.6193, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.7819, scimark_benchmark: 1256.9704, usercpu_time_millis: 872.066, usercpu_time_millis_testing: 16.326, usercpu_time_millis_training: 855.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8693, kappa: 0.2653, kb_relative_information_score: 6311.3606, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.8977, prior_entropy: 0.5207, recall: 0.8977, relative_absolute_error: 0.7188, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.8082, scimark_benchmark: 1286.8825, usercpu_time_millis: 1269.304, usercpu_time_millis_testing: 80.522, usercpu_time_millis_training: 1188.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8976, kappa: 0.4737, kb_relative_information_score: 8613.1755, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8946, predictive_accuracy: 0.9046, prior_entropy: 0.5207, recall: 0.9046, relative_absolute_error: 0.6414, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.7918, scimark_benchmark: 1307.3526, usercpu_time_millis: 5131.506, usercpu_time_millis_testing: 97.456, usercpu_time_millis_training: 5034.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.9013, kappa: 0.4986, kb_relative_information_score: 9530.6238, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7824, scimark_benchmark: 1305.2478, usercpu_time_millis: 2292.802, usercpu_time_millis_testing: 43.924, usercpu_time_millis_training: 2248.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.8842, kappa: 0.3764, kb_relative_information_score: 9841.0179, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8838, predictive_accuracy: 0.8999, prior_entropy: 0.5207, recall: 0.8999, relative_absolute_error: 0.7391, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.8722, scimark_benchmark: 1252.6439, usercpu_time_millis: 5618.392, usercpu_time_millis_testing: 37.767, usercpu_time_millis_training: 5580.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.8548, kappa: 0.1739, kb_relative_information_score: 6041.1446, mean_absolute_error: 0.1767, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8707, predictive_accuracy: 0.8906, prior_entropy: 0.5207, recall: 0.8906, relative_absolute_error: 0.8553, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.9087, scimark_benchmark: 1253.461, usercpu_time_millis: 9554.065, usercpu_time_millis_testing: 29.381, usercpu_time_millis_training: 9524.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7503, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4233.1934, mean_absolute_error: 0.1866, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9032, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.9523, scimark_benchmark: 1262.0348, usercpu_time_millis: 3914.127, usercpu_time_millis_testing: 24.739, usercpu_time_millis_training: 3889.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.8868, kappa: 0.3951, kb_relative_information_score: 5601.4201, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.9006, prior_entropy: 0.5207, recall: 0.9006, relative_absolute_error: 0.6957, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2632, root_relative_squared_error: 0.8189, scimark_benchmark: 1211.5265, usercpu_time_millis: 889.227, usercpu_time_millis_testing: 35.126, usercpu_time_millis_training: 854.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.8465, kappa: 0.1156, kb_relative_information_score: 3862.4696, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8897, prior_entropy: 0.5207, recall: 0.8897, relative_absolute_error: 0.8287, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.8645, scimark_benchmark: 1217.1049, usercpu_time_millis: 626.481, usercpu_time_millis_testing: 43.439, usercpu_time_millis_training: 583.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8964, kappa: 0.4599, kb_relative_information_score: 9054.7363, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.894, predictive_accuracy: 0.9055, prior_entropy: 0.5207, recall: 0.9055, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7844, scimark_benchmark: 1206.2623, usercpu_time_millis: 892.724, usercpu_time_millis_testing: 38.628, usercpu_time_millis_training: 854.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8974, kappa: 0.4699, kb_relative_information_score: 8423.1189, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8946, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.6415, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7933, scimark_benchmark: 1224.9877, usercpu_time_millis: 2664.25, usercpu_time_millis_testing: 40.397, usercpu_time_millis_training: 2623.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.899, kappa: 0.4784, kb_relative_information_score: 8423.8194, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8963, predictive_accuracy: 0.9064, prior_entropy: 0.5207, recall: 0.9064, relative_absolute_error: 0.6443, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7867, scimark_benchmark: 1221.8559, usercpu_time_millis: 510.008, usercpu_time_millis_testing: 24.657, usercpu_time_millis_training: 485.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8973, kappa: 0.4637, kb_relative_information_score: 8483.3537, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6461, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7872, scimark_benchmark: 1202.0189, usercpu_time_millis: 127.846, usercpu_time_millis_testing: 9.4, usercpu_time_millis_training: 118.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.8982, kappa: 0.4751, kb_relative_information_score: 8917.9321, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8953, predictive_accuracy: 0.9054, prior_entropy: 0.5207, recall: 0.9054, relative_absolute_error: 0.6363, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7878, scimark_benchmark: 1209.0385, usercpu_time_millis: 2273.699, usercpu_time_millis_testing: 57.147, usercpu_time_millis_training: 2216.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8874, kappa: 0.399, kb_relative_information_score: 6316.2223, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.9009, prior_entropy: 0.5207, recall: 0.9009, relative_absolute_error: 0.6768, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.8094, scimark_benchmark: 1209.7655, usercpu_time_millis: 429.649, usercpu_time_millis_testing: 10.916, usercpu_time_millis_training: 418.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.89, kappa: 0.4139, kb_relative_information_score: 7111.0106, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8889, predictive_accuracy: 0.903, prior_entropy: 0.5207, recall: 0.903, relative_absolute_error: 0.6688, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.7981, scimark_benchmark: 1201.4673, usercpu_time_millis: 1147.167, usercpu_time_millis_testing: 55.458, usercpu_time_millis_training: 1091.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.8813, kappa: 0.3499, kb_relative_information_score: 4803.252, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.9008, prior_entropy: 0.5207, recall: 0.9008, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.264, root_relative_squared_error: 0.8213, scimark_benchmark: 1198.8314, usercpu_time_millis: 2252.48, usercpu_time_millis_testing: 92.05, usercpu_time_millis_training: 2160.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8946, kappa: 0.4511, kb_relative_information_score: 7676.4571, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8918, predictive_accuracy: 0.9036, prior_entropy: 0.5207, recall: 0.9036, relative_absolute_error: 0.6539, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7995, scimark_benchmark: 1211.1839, usercpu_time_millis: 79.131, usercpu_time_millis_testing: 2.221, usercpu_time_millis_training: 76.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.8997, kappa: 0.4849, kb_relative_information_score: 9665.4103, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.9064, prior_entropy: 0.5207, recall: 0.9064, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7823, scimark_benchmark: 1205.9303, usercpu_time_millis: 1062.286, usercpu_time_millis_testing: 31.42, usercpu_time_millis_training: 1030.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.837, kappa: 0.0555, kb_relative_information_score: 2986.6727, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8803, predictive_accuracy: 0.8861, prior_entropy: 0.5207, recall: 0.8861, relative_absolute_error: 0.8467, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8778, scimark_benchmark: 1201.409, usercpu_time_millis: 457.689, usercpu_time_millis_testing: 30.798, usercpu_time_millis_training: 426.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.8427, kappa: 0.092, kb_relative_information_score: 3568.3502, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8803, predictive_accuracy: 0.8881, prior_entropy: 0.5207, recall: 0.8881, relative_absolute_error: 0.833, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2788, root_relative_squared_error: 0.8674, scimark_benchmark: 1207.3265, usercpu_time_millis: 1061.011, usercpu_time_millis_testing: 74.568, usercpu_time_millis_training: 986.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.896, kappa: 0.4596, kb_relative_information_score: 8260.9867, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8932, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.6478, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.7921, scimark_benchmark: 1210.2962, usercpu_time_millis: 3898.191, usercpu_time_millis_testing: 125.982, usercpu_time_millis_training: 3772.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.9001, kappa: 0.4888, kb_relative_information_score: 8927.0008, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.9063, prior_entropy: 0.5207, recall: 0.9063, relative_absolute_error: 0.6324, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7858, scimark_benchmark: 1218.7576, usercpu_time_millis: 2068.764, usercpu_time_millis_testing: 58.47, usercpu_time_millis_training: 2010.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.8849, kappa: 0.3855, kb_relative_information_score: 5548.1597, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8831, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6976, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.8207, scimark_benchmark: 1213.941, usercpu_time_millis: 2034.425, usercpu_time_millis_testing: 77.1, usercpu_time_millis_training: 1957.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.8379, kappa: 0.0614, kb_relative_information_score: 3054.0909, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8786, predictive_accuracy: 0.8864, prior_entropy: 0.5207, recall: 0.8864, relative_absolute_error: 0.8455, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8767, scimark_benchmark: 1225.2424, usercpu_time_millis: 379.568, usercpu_time_millis_testing: 29.733, usercpu_time_millis_training: 349.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.8479, kappa: 0.1292, kb_relative_information_score: 4154.3481, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8653, predictive_accuracy: 0.8881, prior_entropy: 0.5207, recall: 0.8881, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.9418, scimark_benchmark: 1254.0507, usercpu_time_millis: 5236.313, usercpu_time_millis_testing: 28.734, usercpu_time_millis_training: 5207.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9106, f_measure: 0.862, kappa: 0.2178, kb_relative_information_score: 3781.6127, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8801, predictive_accuracy: 0.8945, prior_entropy: 0.5207, recall: 0.8945, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2672, root_relative_squared_error: 0.8314, scimark_benchmark: 1209.456, usercpu_time_millis: 66.716, usercpu_time_millis_testing: 4.285, usercpu_time_millis_training: 62.431,
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: 0.9264, f_measure: 0.8995, kappa: 0.4881, kb_relative_information_score: 9816.6087, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8966, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6139, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.7895, scimark_benchmark: 1216.7919, usercpu_time_millis: 707.197, usercpu_time_millis_testing: 11.587, usercpu_time_millis_training: 695.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8974, kappa: 0.4658, kb_relative_information_score: 8406.8019, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.895, predictive_accuracy: 0.9061, prior_entropy: 0.5207, recall: 0.9061, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.7891, scimark_benchmark: 1207.4975, usercpu_time_millis: 934.985, usercpu_time_millis_testing: 37.745, usercpu_time_millis_training: 897.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8998, kappa: 0.4874, kb_relative_information_score: 8727.4792, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.634, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.7875, scimark_benchmark: 1203.9487, usercpu_time_millis: 1357.841, usercpu_time_millis_testing: 31.441, usercpu_time_millis_training: 1326.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.8944, kappa: 0.4491, kb_relative_information_score: 7417.4968, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8917, predictive_accuracy: 0.9037, prior_entropy: 0.5207, recall: 0.9037, relative_absolute_error: 0.6587, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.8003, scimark_benchmark: 1204.218, usercpu_time_millis: 4514.475, usercpu_time_millis_testing: 82.006, usercpu_time_millis_training: 4432.469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8829, kappa: 0.3605, kb_relative_information_score: 6668.2791, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9015, prior_entropy: 0.5207, recall: 0.9015, relative_absolute_error: 0.6932, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.8016, scimark_benchmark: 1204.6846, usercpu_time_millis: 985.019, usercpu_time_millis_testing: 65.962, usercpu_time_millis_training: 919.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8985, kappa: 0.4831, kb_relative_information_score: 9025.0732, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6234, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.7947, scimark_benchmark: 1215.2917, usercpu_time_millis: 390.749, usercpu_time_millis_testing: 6.573, usercpu_time_millis_training: 384.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.8955, kappa: 0.4581, kb_relative_information_score: 7863.3945, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8926, predictive_accuracy: 0.9038, prior_entropy: 0.5207, recall: 0.9038, relative_absolute_error: 0.652, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.8, scimark_benchmark: 1210.7367, usercpu_time_millis: 4564.923, usercpu_time_millis_testing: 87.807, usercpu_time_millis_training: 4477.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8943, kappa: 0.4474, kb_relative_information_score: 7215.0117, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8918, predictive_accuracy: 0.9039, prior_entropy: 0.5207, recall: 0.9039, relative_absolute_error: 0.6618, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.8012, scimark_benchmark: 1215.7952, usercpu_time_millis: 1863.148, usercpu_time_millis_testing: 54.802, usercpu_time_millis_training: 1808.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.8814, kappa: 0.3502, kb_relative_information_score: 5282.248, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.9008, prior_entropy: 0.5207, recall: 0.9008, relative_absolute_error: 0.7054, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.262, root_relative_squared_error: 0.8151, scimark_benchmark: 1197.6869, usercpu_time_millis: 2130.417, usercpu_time_millis_testing: 71.161, usercpu_time_millis_training: 2059.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.8835, kappa: 0.3671, kb_relative_information_score: 6192.6177, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8851, predictive_accuracy: 0.9008, prior_entropy: 0.5207, recall: 0.9008, relative_absolute_error: 0.6916, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.8078, scimark_benchmark: 1199.1272, usercpu_time_millis: 1154.603, usercpu_time_millis_testing: 61.197, usercpu_time_millis_training: 1093.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8979, kappa: 0.4712, kb_relative_information_score: 8679.0338, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8952, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6374, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.7898, scimark_benchmark: 1202.6198, usercpu_time_millis: 2070.045, usercpu_time_millis_testing: 38.931, usercpu_time_millis_training: 2031.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.8378, kappa: 0.0609, kb_relative_information_score: 3062.8614, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.88, predictive_accuracy: 0.8864, prior_entropy: 0.5207, recall: 0.8864, relative_absolute_error: 0.8455, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8766, scimark_benchmark: 1199.5194, usercpu_time_millis: 720.492, usercpu_time_millis_testing: 52.762, usercpu_time_millis_training: 667.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9288, f_measure: 0.8951, kappa: 0.4498, kb_relative_information_score: 8379.9439, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8929, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.6495, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.7881, scimark_benchmark: 1201.5637, usercpu_time_millis: 642.574, usercpu_time_millis_testing: 27.319, usercpu_time_millis_training: 615.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.8851, kappa: 0.3818, kb_relative_information_score: 5579.2863, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.9004, prior_entropy: 0.5207, recall: 0.9004, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.263, root_relative_squared_error: 0.8183, scimark_benchmark: 1196.1369, usercpu_time_millis: 4115.919, usercpu_time_millis_testing: 106.388, usercpu_time_millis_training: 4009.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8978, kappa: 0.4716, kb_relative_information_score: 8744.8054, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.895, predictive_accuracy: 0.9056, prior_entropy: 0.5207, recall: 0.9056, relative_absolute_error: 0.6357, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.254, root_relative_squared_error: 0.7901, scimark_benchmark: 1201.3794, usercpu_time_millis: 5492.118, usercpu_time_millis_testing: 99.012, usercpu_time_millis_training: 5393.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8766, kappa: 0.3206, kb_relative_information_score: 3804.4769, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8807, predictive_accuracy: 0.898, prior_entropy: 0.5207, recall: 0.898, relative_absolute_error: 0.7279, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.8325, scimark_benchmark: 1209.0164, usercpu_time_millis: 285.771, usercpu_time_millis_testing: 12.757, usercpu_time_millis_training: 273.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6778, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4102.1071, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9063, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.9521, scimark_benchmark: 1257.647, usercpu_time_millis: 4993.711, usercpu_time_millis_testing: 25.173, usercpu_time_millis_training: 4968.538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.8995, kappa: 0.4842, kb_relative_information_score: 9312.9905, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6295, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7845, scimark_benchmark: 1205.0332, usercpu_time_millis: 2710.689, usercpu_time_millis_testing: 79.167, usercpu_time_millis_training: 2631.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.901, kappa: 0.4923, kb_relative_information_score: 9713.0694, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8983, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6194, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7794, scimark_benchmark: 1204.6334, usercpu_time_millis: 213.193, usercpu_time_millis_testing: 6.277, usercpu_time_millis_training: 206.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8749, kappa: 0.3029, kb_relative_information_score: 6891.762, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8856, predictive_accuracy: 0.8996, prior_entropy: 0.5207, recall: 0.8996, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.8035, scimark_benchmark: 1203.9098, usercpu_time_millis: 904.869, usercpu_time_millis_testing: 79.979, usercpu_time_millis_training: 824.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8977, kappa: 0.4705, kb_relative_information_score: 8568.8336, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8949, predictive_accuracy: 0.9055, prior_entropy: 0.5207, recall: 0.9055, relative_absolute_error: 0.6413, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.7912, scimark_benchmark: 1200.9862, usercpu_time_millis: 226.901, usercpu_time_millis_testing: 7.981, usercpu_time_millis_training: 218.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8322, kappa: 0.0251, kb_relative_information_score: 2617.4077, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8802, predictive_accuracy: 0.8844, prior_entropy: 0.5207, recall: 0.8844, relative_absolute_error: 0.8539, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2836, root_relative_squared_error: 0.8825, scimark_benchmark: 1220.2584, usercpu_time_millis: 888.829, usercpu_time_millis_testing: 88.45, usercpu_time_millis_training: 800.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8962, kappa: 0.471, kb_relative_information_score: 8258.6955, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.893, predictive_accuracy: 0.9021, prior_entropy: 0.5207, recall: 0.9021, relative_absolute_error: 0.6296, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8054, scimark_benchmark: 1203.5596, usercpu_time_millis: 93.651, usercpu_time_millis_testing: 2.55, usercpu_time_millis_training: 91.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8996, kappa: 0.4846, kb_relative_information_score: 9286.6698, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7873, scimark_benchmark: 1218.9446, usercpu_time_millis: 7269.349, usercpu_time_millis_testing: 134.764, usercpu_time_millis_training: 7134.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.894, kappa: 0.4466, kb_relative_information_score: 7320.3714, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8912, predictive_accuracy: 0.9033, prior_entropy: 0.5207, recall: 0.9033, relative_absolute_error: 0.6614, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.8013, scimark_benchmark: 1205.8918, usercpu_time_millis: 4876.335, usercpu_time_millis_testing: 122.363, usercpu_time_millis_training: 4753.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.9001, kappa: 0.4872, kb_relative_information_score: 9324.6387, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8973, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7844, scimark_benchmark: 1205.3602, usercpu_time_millis: 3425.646, usercpu_time_millis_testing: 69.467, usercpu_time_millis_training: 3356.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8962, kappa: 0.4594, kb_relative_information_score: 7523.4698, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8936, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.6623, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7995, scimark_benchmark: 1202.0851, usercpu_time_millis: 1064.983, usercpu_time_millis_testing: 54.944, usercpu_time_millis_training: 1010.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.8871, kappa: 0.3944, kb_relative_information_score: 6392.0277, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8865, predictive_accuracy: 0.9015, prior_entropy: 0.5207, recall: 0.9015, relative_absolute_error: 0.6772, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.806, scimark_benchmark: 1203.7338, usercpu_time_millis: 450.074, usercpu_time_millis_testing: 14.533, usercpu_time_millis_training: 435.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.879, kappa: 0.3437, kb_relative_information_score: 9372.1083, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8789, predictive_accuracy: 0.8969, prior_entropy: 0.5207, recall: 0.8969, relative_absolute_error: 0.743, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2836, root_relative_squared_error: 0.8823, scimark_benchmark: 1265.8804, usercpu_time_millis: 4871.195, usercpu_time_millis_testing: 35.991, usercpu_time_millis_training: 4835.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6766, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4106.1958, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9061, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.952, scimark_benchmark: 1301.4601, usercpu_time_millis: 7742.699, usercpu_time_millis_testing: 23.83, usercpu_time_millis_training: 7718.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8817, kappa: 0.362, kb_relative_information_score: 9806.452, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8979, prior_entropy: 0.5207, recall: 0.8979, relative_absolute_error: 0.6916, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.8644, scimark_benchmark: 1296.9167, usercpu_time_millis: 3628.203, usercpu_time_millis_testing: 25.778, usercpu_time_millis_training: 3602.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.8788, kappa: 0.3387, kb_relative_information_score: 9796.3816, mean_absolute_error: 0.1524, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8801, predictive_accuracy: 0.8977, prior_entropy: 0.5207, recall: 0.8977, relative_absolute_error: 0.7374, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.8727, scimark_benchmark: 1247.8311, usercpu_time_millis: 5696.332, usercpu_time_millis_testing: 31.674, usercpu_time_millis_training: 5664.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.8761, kappa: 0.3221, kb_relative_information_score: 9171.2523, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8772, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.7229, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.8753, scimark_benchmark: 1248.1618, usercpu_time_millis: 3820.296, usercpu_time_millis_testing: 28.926, usercpu_time_millis_training: 3791.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.8784, kappa: 0.3341, kb_relative_information_score: 9176.6173, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.881, predictive_accuracy: 0.8983, prior_entropy: 0.5207, recall: 0.8983, relative_absolute_error: 0.7553, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.281, root_relative_squared_error: 0.8743, scimark_benchmark: 1300.9003, usercpu_time_millis: 3823.366, usercpu_time_millis_testing: 28.041, usercpu_time_millis_training: 3795.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8813, kappa: 0.3593, kb_relative_information_score: 9759.1774, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8806, predictive_accuracy: 0.8978, prior_entropy: 0.5207, recall: 0.8978, relative_absolute_error: 0.694, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.8651, scimark_benchmark: 1227.4193, usercpu_time_millis: 3969.995, usercpu_time_millis_testing: 27.597, usercpu_time_millis_training: 3942.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.9005, kappa: 0.4886, kb_relative_information_score: 9546.4982, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8978, predictive_accuracy: 0.9073, prior_entropy: 0.5207, recall: 0.9073, relative_absolute_error: 0.6234, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7824, scimark_benchmark: 1211.3746, usercpu_time_millis: 6824.504, usercpu_time_millis_testing: 148.542, usercpu_time_millis_training: 6675.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.9018, kappa: 0.4988, kb_relative_information_score: 10045.8409, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.899, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6133, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7782, scimark_benchmark: 1216.8745, usercpu_time_millis: 1475.243, usercpu_time_millis_testing: 29.807, usercpu_time_millis_training: 1445.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.8805, kappa: 0.359, kb_relative_information_score: 5484.4885, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8959, prior_entropy: 0.5207, recall: 0.8959, relative_absolute_error: 0.6969, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.8226, scimark_benchmark: 1209.1913, usercpu_time_millis: 1941.845, usercpu_time_millis_testing: 53.457, usercpu_time_millis_training: 1888.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.8374, kappa: 0.0584, kb_relative_information_score: 3066.5306, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8791, predictive_accuracy: 0.8862, prior_entropy: 0.5207, recall: 0.8862, relative_absolute_error: 0.8455, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2817, root_relative_squared_error: 0.8766, scimark_benchmark: 1207.8937, usercpu_time_millis: 678.542, usercpu_time_millis_testing: 53.267, usercpu_time_millis_training: 625.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8996, kappa: 0.4847, kb_relative_information_score: 8659.4892, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9063, prior_entropy: 0.5207, recall: 0.9063, relative_absolute_error: 0.641, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.787, scimark_benchmark: 1216.0181, usercpu_time_millis: 3040.832, usercpu_time_millis_testing: 105.383, usercpu_time_millis_training: 2935.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.9005, kappa: 0.4868, kb_relative_information_score: 9683.1531, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8979, predictive_accuracy: 0.9077, prior_entropy: 0.5207, recall: 0.9077, relative_absolute_error: 0.6237, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7772, scimark_benchmark: 1197.2478, usercpu_time_millis: 2276.435, usercpu_time_millis_testing: 78.757, usercpu_time_millis_training: 2197.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.9016, kappa: 0.4957, kb_relative_information_score: 9723.7197, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.9079, prior_entropy: 0.5207, recall: 0.9079, relative_absolute_error: 0.6201, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.779, scimark_benchmark: 1207.6781, usercpu_time_millis: 872.897, usercpu_time_millis_testing: 28.566, usercpu_time_millis_training: 844.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8957, kappa: 0.4586, kb_relative_information_score: 8129.0955, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8928, predictive_accuracy: 0.9041, prior_entropy: 0.5207, recall: 0.9041, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2552, root_relative_squared_error: 0.7939, scimark_benchmark: 1193.9464, usercpu_time_millis: 2567.665, usercpu_time_millis_testing: 52.46, usercpu_time_millis_training: 2515.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8876, kappa: 0.3977, kb_relative_information_score: 6316.8142, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8871, predictive_accuracy: 0.9019, prior_entropy: 0.5207, recall: 0.9019, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.8066, scimark_benchmark: 1205.8688, usercpu_time_millis: 1756.01, usercpu_time_millis_testing: 63.62, usercpu_time_millis_training: 1692.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.8479, kappa: 0.125, kb_relative_information_score: 4023.4291, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8833, predictive_accuracy: 0.8902, prior_entropy: 0.5207, recall: 0.8902, relative_absolute_error: 0.8263, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8631, scimark_benchmark: 1208.619, usercpu_time_millis: 476.606, usercpu_time_millis_testing: 32.784, usercpu_time_millis_training: 443.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.8477, kappa: 0.1233, kb_relative_information_score: 3985.7476, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8832, predictive_accuracy: 0.8901, prior_entropy: 0.5207, recall: 0.8901, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2775, root_relative_squared_error: 0.8633, scimark_benchmark: 1186.7384, usercpu_time_millis: 589.314, usercpu_time_millis_testing: 42.096, usercpu_time_millis_training: 547.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.8461, kappa: 0.1131, kb_relative_information_score: 3914.1692, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8837, predictive_accuracy: 0.8896, prior_entropy: 0.5207, recall: 0.8896, relative_absolute_error: 0.8292, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.8652, scimark_benchmark: 1215.5344, usercpu_time_millis: 1300.583, usercpu_time_millis_testing: 112.351, usercpu_time_millis_training: 1188.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8836, kappa: 0.3655, kb_relative_information_score: 6328.825, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9018, prior_entropy: 0.5207, recall: 0.9018, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.8036, scimark_benchmark: 1218.6253, usercpu_time_millis: 3308.411, usercpu_time_millis_testing: 140.03, usercpu_time_millis_training: 3168.381,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs