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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: 0.9297, f_measure: 0.9001, kappa: 0.4876, kb_relative_information_score: 9487.4867, mean_absolute_error: 0.1287, 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: 0.6228, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.7831, scimark_benchmark: 1300.6944, usercpu_time_millis: 658.259, usercpu_time_millis_testing: 23.315, usercpu_time_millis_training: 634.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8987, kappa: 0.481, kb_relative_information_score: 9719.8885, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8958, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.615, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.7905, scimark_benchmark: 1294.9016, usercpu_time_millis: 9029.783, usercpu_time_millis_testing: 121.964, usercpu_time_millis_training: 8907.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.8448, kappa: 0.1051, kb_relative_information_score: 3192.7901, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8836, predictive_accuracy: 0.8891, prior_entropy: 0.5207, recall: 0.8891, relative_absolute_error: 0.7675, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.8391, scimark_benchmark: 1277.8152, usercpu_time_millis: 1001.205, usercpu_time_millis_testing: 60.882, usercpu_time_millis_training: 940.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.848, kappa: 0.1259, kb_relative_information_score: 3980.0233, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8902, prior_entropy: 0.5207, recall: 0.8902, relative_absolute_error: 0.8273, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.8644, scimark_benchmark: 1291.6944, usercpu_time_millis: 230.197, usercpu_time_millis_testing: 15.185, usercpu_time_millis_training: 215.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8813, kappa: 0.3509, kb_relative_information_score: 4959.0409, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8848, predictive_accuracy: 0.9006, prior_entropy: 0.5207, recall: 0.9006, relative_absolute_error: 0.7116, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.8198, scimark_benchmark: 1297.6246, usercpu_time_millis: 241.272, usercpu_time_millis_testing: 16.15, usercpu_time_millis_training: 225.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8807, kappa: 0.3449, kb_relative_information_score: 5088.2876, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.9008, prior_entropy: 0.5207, recall: 0.9008, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.817, scimark_benchmark: 1286.991, usercpu_time_millis: 685.502, usercpu_time_millis_testing: 36.615, usercpu_time_millis_training: 648.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8951, kappa: 0.4532, kb_relative_information_score: 7623.4134, mean_absolute_error: 0.1355, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8923, predictive_accuracy: 0.9041, prior_entropy: 0.5207, recall: 0.9041, relative_absolute_error: 0.6557, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2564, root_relative_squared_error: 0.7978, scimark_benchmark: 1290.1805, usercpu_time_millis: 6191.121, usercpu_time_millis_testing: 125.309, usercpu_time_millis_training: 6065.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.8673, kappa: 0.2515, kb_relative_information_score: 5949.504, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8842, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.7333, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8154, scimark_benchmark: 1306.2852, usercpu_time_millis: 891.138, usercpu_time_millis_testing: 67.543, usercpu_time_millis_training: 823.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8895, kappa: 0.4059, kb_relative_information_score: 7681.1079, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8903, predictive_accuracy: 0.9042, prior_entropy: 0.5207, recall: 0.9042, relative_absolute_error: 0.6713, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.7918, scimark_benchmark: 1276.1769, usercpu_time_millis: 2268.11, usercpu_time_millis_testing: 132.285, usercpu_time_millis_training: 2135.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.9024, kappa: 0.503, kb_relative_information_score: 9872.4344, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8997, predictive_accuracy: 0.9079, prior_entropy: 0.5207, recall: 0.9079, relative_absolute_error: 0.6143, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7797, scimark_benchmark: 1301.6569, usercpu_time_millis: 281.341, usercpu_time_millis_testing: 9.138, usercpu_time_millis_training: 272.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.8702, kappa: 0.2719, kb_relative_information_score: 5082.6902, mean_absolute_error: 0.1495, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8841, predictive_accuracy: 0.8979, prior_entropy: 0.5207, recall: 0.8979, relative_absolute_error: 0.7236, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.8167, scimark_benchmark: 1282.8908, usercpu_time_millis: 2804.224, usercpu_time_millis_testing: 128.143, usercpu_time_millis_training: 2676.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8798, kappa: 0.3382, kb_relative_information_score: 7604.4495, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.9006, prior_entropy: 0.5207, recall: 0.9006, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.7967, scimark_benchmark: 1287.5065, usercpu_time_millis: 446.005, usercpu_time_millis_testing: 25.394, usercpu_time_millis_training: 420.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.8574, kappa: 0.1863, kb_relative_information_score: 4393.3317, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8845, predictive_accuracy: 0.8937, prior_entropy: 0.5207, recall: 0.8937, relative_absolute_error: 0.7608, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.8305, scimark_benchmark: 1287.1493, usercpu_time_millis: 331.394, usercpu_time_millis_testing: 18.693, usercpu_time_millis_training: 312.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.8529, kappa: 0.1568, kb_relative_information_score: 3888.4343, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8838, predictive_accuracy: 0.892, prior_entropy: 0.5207, recall: 0.892, relative_absolute_error: 0.7766, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8383, scimark_benchmark: 1306.9949, usercpu_time_millis: 783.301, usercpu_time_millis_testing: 55.782, usercpu_time_millis_training: 727.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8421, kappa: 0.0881, kb_relative_information_score: 3484.7395, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8809, predictive_accuracy: 0.888, prior_entropy: 0.5207, recall: 0.888, relative_absolute_error: 0.834, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.279, root_relative_squared_error: 0.8682, scimark_benchmark: 1289.8392, usercpu_time_millis: 997.381, usercpu_time_millis_testing: 72.473, usercpu_time_millis_training: 924.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8894, kappa: 0.4079, kb_relative_information_score: 7156.6495, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.889, predictive_accuracy: 0.9032, prior_entropy: 0.5207, recall: 0.9032, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2562, root_relative_squared_error: 0.797, scimark_benchmark: 1280.5383, usercpu_time_millis: 2145.827, usercpu_time_millis_testing: 89.115, usercpu_time_millis_training: 2056.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8972, kappa: 0.4655, kb_relative_information_score: 9333.9951, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8946, predictive_accuracy: 0.9057, prior_entropy: 0.5207, recall: 0.9057, relative_absolute_error: 0.632, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7823, scimark_benchmark: 1279.0645, usercpu_time_millis: 772.903, usercpu_time_millis_testing: 24.513, usercpu_time_millis_training: 748.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8909, kappa: 0.4246, kb_relative_information_score: 6392.703, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8886, predictive_accuracy: 0.9021, prior_entropy: 0.5207, recall: 0.9021, relative_absolute_error: 0.6785, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.8103, scimark_benchmark: 1282.5846, usercpu_time_millis: 425.089, usercpu_time_millis_testing: 10.633, usercpu_time_millis_training: 414.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8828, kappa: 0.3632, kb_relative_information_score: 5939.6273, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.9004, prior_entropy: 0.5207, recall: 0.9004, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.8109, scimark_benchmark: 1293.5251, usercpu_time_millis: 1623.786, usercpu_time_millis_testing: 69.613, usercpu_time_millis_training: 1554.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8987, kappa: 0.4744, kb_relative_information_score: 8763.5454, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9068, prior_entropy: 0.5207, recall: 0.9068, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7872, scimark_benchmark: 1303.7452, usercpu_time_millis: 1285.133, usercpu_time_millis_testing: 36.949, usercpu_time_millis_training: 1248.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9013, kappa: 0.4984, kb_relative_information_score: 9972.6818, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8986, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.612, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.7806, scimark_benchmark: 1308.4964, usercpu_time_millis: 4287.95, usercpu_time_millis_testing: 66.942, usercpu_time_millis_training: 4221.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.8934, kappa: 0.4365, kb_relative_information_score: 8248.9049, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8917, predictive_accuracy: 0.9046, prior_entropy: 0.5207, recall: 0.9046, relative_absolute_error: 0.6541, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.7887, scimark_benchmark: 1281.6894, usercpu_time_millis: 228.552, usercpu_time_millis_testing: 7.876, usercpu_time_millis_training: 220.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.8997, kappa: 0.4861, kb_relative_information_score: 9219.1308, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9061, prior_entropy: 0.5207, recall: 0.9061, relative_absolute_error: 0.626, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7856, scimark_benchmark: 1309.4364, usercpu_time_millis: 726.799, usercpu_time_millis_testing: 24.556, usercpu_time_millis_training: 702.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8767, kappa: 0.3157, kb_relative_information_score: 5650.1415, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.8999, prior_entropy: 0.5207, recall: 0.8999, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.8111, scimark_benchmark: 1285.1669, usercpu_time_millis: 1417.162, usercpu_time_millis_testing: 87.957, usercpu_time_millis_training: 1329.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.8873, kappa: 0.3995, kb_relative_information_score: 9637.662, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8857, predictive_accuracy: 0.9007, prior_entropy: 0.5207, recall: 0.9007, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2811, root_relative_squared_error: 0.8747, scimark_benchmark: 1279.4674, usercpu_time_millis: 4877.765, usercpu_time_millis_testing: 36.383, usercpu_time_millis_training: 4841.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.8868, kappa: 0.4007, kb_relative_information_score: 6606.8971, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8841, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6759, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.8107, scimark_benchmark: 1282.9721, usercpu_time_millis: 1475.206, usercpu_time_millis_testing: 37.02, usercpu_time_millis_training: 1438.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.9009, kappa: 0.4939, kb_relative_information_score: 9848.9713, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.898, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7854, scimark_benchmark: 1283.8073, usercpu_time_millis: 1500.891, usercpu_time_millis_testing: 28.687, usercpu_time_millis_training: 1472.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.8937, kappa: 0.4423, kb_relative_information_score: 7508.4279, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8913, predictive_accuracy: 0.9038, prior_entropy: 0.5207, recall: 0.9038, relative_absolute_error: 0.6593, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.7969, scimark_benchmark: 1306.7919, usercpu_time_millis: 2680.086, usercpu_time_millis_testing: 111.166, usercpu_time_millis_training: 2568.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.865, kappa: 0.2365, kb_relative_information_score: 5411.2149, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.8963, prior_entropy: 0.5207, recall: 0.8963, relative_absolute_error: 0.7396, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.8185, scimark_benchmark: 1304.4951, usercpu_time_millis: 252.104, usercpu_time_millis_testing: 15.677, usercpu_time_millis_training: 236.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.8468, kappa: 0.1181, kb_relative_information_score: 3902.138, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8827, predictive_accuracy: 0.8898, prior_entropy: 0.5207, recall: 0.8898, relative_absolute_error: 0.829, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.278, root_relative_squared_error: 0.865, scimark_benchmark: 1290.1732, usercpu_time_millis: 818.331, usercpu_time_millis_testing: 52.52, usercpu_time_millis_training: 765.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8992, kappa: 0.4803, kb_relative_information_score: 8940.1834, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6366, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7852, scimark_benchmark: 1284.918, usercpu_time_millis: 1164.697, usercpu_time_millis_testing: 44.575, usercpu_time_millis_training: 1120.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.895, kappa: 0.4522, kb_relative_information_score: 8464.3976, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8923, predictive_accuracy: 0.9041, prior_entropy: 0.5207, recall: 0.9041, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.789, scimark_benchmark: 1316.8689, usercpu_time_millis: 1138.943, usercpu_time_millis_testing: 37.174, usercpu_time_millis_training: 1101.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.9009, kappa: 0.4958, kb_relative_information_score: 9735.084, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.898, predictive_accuracy: 0.9063, prior_entropy: 0.5207, recall: 0.9063, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7817, scimark_benchmark: 1337.608, usercpu_time_millis: 2152.296, usercpu_time_millis_testing: 41.539, usercpu_time_millis_training: 2110.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, f_measure: 0.8862, kappa: 0.3852, kb_relative_information_score: 6961.5167, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8873, predictive_accuracy: 0.9023, prior_entropy: 0.5207, recall: 0.9023, relative_absolute_error: 0.6777, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.7981, scimark_benchmark: 1329.0722, usercpu_time_millis: 2318.704, usercpu_time_millis_testing: 94.147, usercpu_time_millis_training: 2224.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.883, kappa: 0.361, kb_relative_information_score: 6028.0478, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8865, predictive_accuracy: 0.9016, prior_entropy: 0.5207, recall: 0.9016, relative_absolute_error: 0.6964, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.8067, scimark_benchmark: 1331.9227, usercpu_time_millis: 1267.41, usercpu_time_millis_testing: 76.289, usercpu_time_millis_training: 1191.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8986, kappa: 0.4882, kb_relative_information_score: 10343.5102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8957, predictive_accuracy: 0.9031, prior_entropy: 0.5207, recall: 0.9031, relative_absolute_error: 0.6007, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.256, root_relative_squared_error: 0.7965, scimark_benchmark: 1333.9324, usercpu_time_millis: 2465.671, usercpu_time_millis_testing: 33.734, usercpu_time_millis_training: 2431.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.8971, kappa: 0.4702, kb_relative_information_score: 8585.1677, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8941, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6377, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.7957, scimark_benchmark: 1343.8936, usercpu_time_millis: 38.537, usercpu_time_millis_testing: 1.774, usercpu_time_millis_training: 36.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.8976, kappa: 0.4707, kb_relative_information_score: 8221.6166, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8948, predictive_accuracy: 0.9054, prior_entropy: 0.5207, recall: 0.9054, relative_absolute_error: 0.6506, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.7911, scimark_benchmark: 1345.3081, usercpu_time_millis: 937.377, usercpu_time_millis_testing: 50.963, usercpu_time_millis_training: 886.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8982, kappa: 0.481, kb_relative_information_score: 9007.6641, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8952, predictive_accuracy: 0.9041, prior_entropy: 0.5207, recall: 0.9041, relative_absolute_error: 0.6247, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.7945, scimark_benchmark: 1352.2829, usercpu_time_millis: 212.316, usercpu_time_millis_testing: 5.28, usercpu_time_millis_training: 207.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8783, kappa: 0.3269, kb_relative_information_score: 7409.2174, mean_absolute_error: 0.1443, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8857, predictive_accuracy: 0.9004, prior_entropy: 0.5207, recall: 0.9004, relative_absolute_error: 0.6985, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7996, scimark_benchmark: 1341.4424, usercpu_time_millis: 570.106, usercpu_time_millis_testing: 44.992, usercpu_time_millis_training: 525.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.9017, kappa: 0.4986, kb_relative_information_score: 10301.5575, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.899, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.6094, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.7786, scimark_benchmark: 1336.0921, usercpu_time_millis: 4368.035, usercpu_time_millis_testing: 84.187, usercpu_time_millis_training: 4283.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.9004, kappa: 0.4927, kb_relative_information_score: 9682.2899, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6163, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.7886, scimark_benchmark: 1341.3022, usercpu_time_millis: 2042.02, usercpu_time_millis_testing: 36.307, usercpu_time_millis_training: 2005.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8922, kappa: 0.43, kb_relative_information_score: 7650.6137, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8904, predictive_accuracy: 0.9037, prior_entropy: 0.5207, recall: 0.9037, relative_absolute_error: 0.659, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.7936, scimark_benchmark: 1345.5463, usercpu_time_millis: 2647.679, usercpu_time_millis_testing: 91.646, usercpu_time_millis_training: 2556.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.892, kappa: 0.4344, kb_relative_information_score: 6710.7818, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8893, predictive_accuracy: 0.9021, prior_entropy: 0.5207, recall: 0.9021, relative_absolute_error: 0.6709, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.8081, scimark_benchmark: 1311.5761, usercpu_time_millis: 1938.135, usercpu_time_millis_testing: 36.07, usercpu_time_millis_training: 1902.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.898, kappa: 0.4724, kb_relative_information_score: 8794.1425, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8952, predictive_accuracy: 0.9057, prior_entropy: 0.5207, recall: 0.9057, relative_absolute_error: 0.6352, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.7894, scimark_benchmark: 1329.7768, usercpu_time_millis: 2550.748, usercpu_time_millis_testing: 52.366, usercpu_time_millis_training: 2498.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8967, kappa: 0.466, kb_relative_information_score: 8307.3932, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8938, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.6457, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2552, root_relative_squared_error: 0.7939, scimark_benchmark: 1323.4964, usercpu_time_millis: 4099.14, usercpu_time_millis_testing: 96.693, usercpu_time_millis_training: 4002.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9006, kappa: 0.4929, kb_relative_information_score: 10346.6516, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8978, predictive_accuracy: 0.9064, prior_entropy: 0.5207, recall: 0.9064, relative_absolute_error: 0.607, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7816, scimark_benchmark: 1344.4345, usercpu_time_millis: 599.622, usercpu_time_millis_testing: 8.899, usercpu_time_millis_training: 590.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8988, kappa: 0.4785, kb_relative_information_score: 8855.7656, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.896, predictive_accuracy: 0.9061, prior_entropy: 0.5207, recall: 0.9061, relative_absolute_error: 0.6382, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.7862, scimark_benchmark: 1277.1756, usercpu_time_millis: 2070.767, usercpu_time_millis_testing: 82.311, usercpu_time_millis_training: 1988.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.8985, kappa: 0.4731, kb_relative_information_score: 8695.1906, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8959, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7848, scimark_benchmark: 1282.3613, usercpu_time_millis: 381.994, usercpu_time_millis_testing: 21.902, usercpu_time_millis_training: 360.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.88, kappa: 0.3397, kb_relative_information_score: 5426.0109, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8858, predictive_accuracy: 0.9008, prior_entropy: 0.5207, recall: 0.9008, relative_absolute_error: 0.7074, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.8126, scimark_benchmark: 1287.4093, usercpu_time_millis: 2086.839, usercpu_time_millis_testing: 93.796, usercpu_time_millis_training: 1993.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8874, kappa: 0.3961, kb_relative_information_score: 6682.6778, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.887, predictive_accuracy: 0.9019, prior_entropy: 0.5207, recall: 0.9019, relative_absolute_error: 0.6774, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.258, root_relative_squared_error: 0.8029, scimark_benchmark: 1285.4935, usercpu_time_millis: 255.518, usercpu_time_millis_testing: 8.94, usercpu_time_millis_training: 246.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.8768, kappa: 0.3309, kb_relative_information_score: 4026.7138, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.876, predictive_accuracy: 0.8951, prior_entropy: 0.5207, recall: 0.8951, relative_absolute_error: 0.7248, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.8342, scimark_benchmark: 1286.516, usercpu_time_millis: 234.695, usercpu_time_millis_testing: 8.353, usercpu_time_millis_training: 226.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8899, kappa: 0.414, kb_relative_information_score: 6374.2447, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8887, predictive_accuracy: 0.9028, prior_entropy: 0.5207, recall: 0.9028, relative_absolute_error: 0.6814, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.807, scimark_benchmark: 1345.3926, usercpu_time_millis: 1771.252, usercpu_time_millis_testing: 103.181, usercpu_time_millis_training: 1668.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.8843, kappa: 0.3789, kb_relative_information_score: 5493.0618, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8833, predictive_accuracy: 0.8994, prior_entropy: 0.5207, recall: 0.8994, relative_absolute_error: 0.6966, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.8202, scimark_benchmark: 1321.9595, usercpu_time_millis: 233.691, usercpu_time_millis_testing: 7.913, usercpu_time_millis_training: 225.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.9015, kappa: 0.4949, kb_relative_information_score: 9396.1768, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.908, prior_entropy: 0.5207, recall: 0.908, relative_absolute_error: 0.6269, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7814, scimark_benchmark: 1342.2976, usercpu_time_millis: 2415.227, usercpu_time_millis_testing: 94.405, usercpu_time_millis_training: 2320.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.8833, kappa: 0.3657, kb_relative_information_score: 5156.4994, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.9009, prior_entropy: 0.5207, recall: 0.9009, relative_absolute_error: 0.7054, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.8186, scimark_benchmark: 1342.2704, usercpu_time_millis: 2027.581, usercpu_time_millis_testing: 100.118, usercpu_time_millis_training: 1927.463,
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: 0.9102, f_measure: 0.8454, kappa: 0.1088, kb_relative_information_score: 3809.2249, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8893, prior_entropy: 0.5207, recall: 0.8893, relative_absolute_error: 0.8308, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.866, scimark_benchmark: 1307.2709, usercpu_time_millis: 1206.569, usercpu_time_millis_testing: 89.977, usercpu_time_millis_training: 1116.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8861, kappa: 0.3937, kb_relative_information_score: 6461.5461, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8839, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.8111, scimark_benchmark: 1310.4089, usercpu_time_millis: 2682.11, usercpu_time_millis_testing: 97.282, usercpu_time_millis_training: 2584.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.8826, kappa: 0.3604, kb_relative_information_score: 5523.4185, mean_absolute_error: 0.1442, 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: 0.6979, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.8135, scimark_benchmark: 1300.8046, usercpu_time_millis: 2032.348, usercpu_time_millis_testing: 64.24, usercpu_time_millis_training: 1968.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8989, kappa: 0.4768, kb_relative_information_score: 8995.3172, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8963, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6348, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7836, scimark_benchmark: 1354.4989, usercpu_time_millis: 822.153, usercpu_time_millis_testing: 37.264, usercpu_time_millis_training: 784.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8931, kappa: 0.434, kb_relative_information_score: 8126.5051, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8918, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6566, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.789, scimark_benchmark: 1348.9256, usercpu_time_millis: 1678.875, usercpu_time_millis_testing: 64.683, usercpu_time_millis_training: 1614.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8983, kappa: 0.4739, kb_relative_information_score: 8628.1999, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8955, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.7909, scimark_benchmark: 1336.3904, usercpu_time_millis: 1729.154, usercpu_time_millis_testing: 67.964, usercpu_time_millis_training: 1661.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.8533, kappa: 0.1639, kb_relative_information_score: 5589.0412, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8902, prior_entropy: 0.5207, recall: 0.8902, relative_absolute_error: 0.8686, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.9184, scimark_benchmark: 1278.7067, usercpu_time_millis: 7249.452, usercpu_time_millis_testing: 28.082, usercpu_time_millis_training: 7221.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.861, kappa: 0.2168, kb_relative_information_score: 6245.6364, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8702, predictive_accuracy: 0.8917, prior_entropy: 0.5207, recall: 0.8917, relative_absolute_error: 0.8408, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.9108, scimark_benchmark: 1210.8647, usercpu_time_millis: 4128.243, usercpu_time_millis_testing: 28.508, usercpu_time_millis_training: 4099.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.8395, kappa: 0.0754, kb_relative_information_score: 2528.5715, mean_absolute_error: 0.1946, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8538, predictive_accuracy: 0.8849, prior_entropy: 0.5207, recall: 0.8849, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9643, scimark_benchmark: 1273.8018, usercpu_time_millis: 4262.97, usercpu_time_millis_testing: 28.228, usercpu_time_millis_training: 4234.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8995, kappa: 0.4829, kb_relative_information_score: 8376.2829, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9064, prior_entropy: 0.5207, recall: 0.9064, relative_absolute_error: 0.6446, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7871, scimark_benchmark: 1281.304, usercpu_time_millis: 1269.242, usercpu_time_millis_testing: 51.381, usercpu_time_millis_training: 1217.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8909, kappa: 0.4218, kb_relative_information_score: 7139.8673, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8893, predictive_accuracy: 0.903, prior_entropy: 0.5207, recall: 0.903, relative_absolute_error: 0.6646, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.7992, scimark_benchmark: 1303.7226, usercpu_time_millis: 2548.253, usercpu_time_millis_testing: 66.254, usercpu_time_millis_training: 2481.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.891, kappa: 0.4177, kb_relative_information_score: 10989.2018, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8906, predictive_accuracy: 0.9042, prior_entropy: 0.5207, recall: 0.9042, relative_absolute_error: 0.6584, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8155, scimark_benchmark: 1242.7636, usercpu_time_millis: 12469.41, usercpu_time_millis_testing: 25.601, usercpu_time_millis_training: 12443.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.88, kappa: 0.3501, kb_relative_information_score: 9633.5597, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8798, predictive_accuracy: 0.8974, prior_entropy: 0.5207, recall: 0.8974, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.8673, scimark_benchmark: 1238.4303, usercpu_time_millis: 3814.939, usercpu_time_millis_testing: 26.633, usercpu_time_millis_training: 3788.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8777, kappa: 0.3343, kb_relative_information_score: 9018.6282, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8781, predictive_accuracy: 0.8965, prior_entropy: 0.5207, recall: 0.8965, relative_absolute_error: 0.7614, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2858, root_relative_squared_error: 0.8893, scimark_benchmark: 1271.1688, usercpu_time_millis: 4788.987, usercpu_time_millis_testing: 35.206, usercpu_time_millis_training: 4753.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8782, kappa: 0.3262, kb_relative_information_score: 7423.5516, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.9006, prior_entropy: 0.5207, recall: 0.9006, relative_absolute_error: 0.6958, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2564, root_relative_squared_error: 0.7979, scimark_benchmark: 1282.471, usercpu_time_millis: 309.324, usercpu_time_millis_testing: 14.718, usercpu_time_millis_training: 294.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8786, kappa: 0.3297, kb_relative_information_score: 7322.5469, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8856, predictive_accuracy: 0.9005, prior_entropy: 0.5207, recall: 0.9005, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7996, scimark_benchmark: 1286.3815, usercpu_time_millis: 180.451, usercpu_time_millis_testing: 11.475, usercpu_time_millis_training: 168.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8798, kappa: 0.3378, kb_relative_information_score: 6086.6049, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8857, predictive_accuracy: 0.9007, prior_entropy: 0.5207, recall: 0.9007, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.8071, scimark_benchmark: 1286.8305, usercpu_time_millis: 207.118, usercpu_time_millis_testing: 13.049, usercpu_time_millis_training: 194.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.9001, kappa: 0.4931, kb_relative_information_score: 9741.9334, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6123, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7871, scimark_benchmark: 1286.7501, usercpu_time_millis: 479.08, usercpu_time_millis_testing: 6.523, usercpu_time_millis_training: 472.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.8367, kappa: 0.0537, kb_relative_information_score: 3007.5411, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8806, predictive_accuracy: 0.886, prior_entropy: 0.5207, recall: 0.886, relative_absolute_error: 0.8471, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.878, scimark_benchmark: 1289.5093, usercpu_time_millis: 1073.647, usercpu_time_millis_testing: 75.333, usercpu_time_millis_training: 998.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8965, kappa: 0.4653, kb_relative_information_score: 8009.3037, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8935, predictive_accuracy: 0.9042, prior_entropy: 0.5207, recall: 0.9042, relative_absolute_error: 0.6497, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.7974, scimark_benchmark: 1851.1055, usercpu_time_millis: 561.773, usercpu_time_millis_testing: 14.442, usercpu_time_millis_training: 547.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8824, kappa: 0.3564, kb_relative_information_score: 5400.8943, mean_absolute_error: 0.1456, 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: 0.7047, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.8132, scimark_benchmark: 788.5077, usercpu_time_millis: 280.999, usercpu_time_millis_testing: 21.094, usercpu_time_millis_training: 259.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.889, kappa: 0.4089, kb_relative_information_score: 6451.7546, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8877, predictive_accuracy: 0.9021, prior_entropy: 0.5207, recall: 0.9021, relative_absolute_error: 0.6752, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.8069, scimark_benchmark: 1853.454, usercpu_time_millis: 481.607, usercpu_time_millis_testing: 13.003, usercpu_time_millis_training: 468.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.9001, kappa: 0.4902, kb_relative_information_score: 9554.7431, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.7874, scimark_benchmark: 788.1732, usercpu_time_millis: 166.711, usercpu_time_millis_testing: 3.095, usercpu_time_millis_training: 163.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.8412, kappa: 0.0832, kb_relative_information_score: 3182.5204, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8728, predictive_accuracy: 0.8871, prior_entropy: 0.5207, recall: 0.8871, relative_absolute_error: 0.76, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.8573, scimark_benchmark: 1853.9121, usercpu_time_millis: 174.049, usercpu_time_millis_testing: 4.342, usercpu_time_millis_training: 169.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.859, kappa: 0.2068, kb_relative_information_score: 4369.3042, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8653, predictive_accuracy: 0.8899, prior_entropy: 0.5207, recall: 0.8899, relative_absolute_error: 0.7593, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.8535, scimark_benchmark: 1851.3986, usercpu_time_millis: 195.626, usercpu_time_millis_testing: 10.307, usercpu_time_millis_training: 185.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.894, kappa: 0.4435, kb_relative_information_score: 7337.874, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8918, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6625, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.7986, scimark_benchmark: 1849.3014, usercpu_time_millis: 230.636, usercpu_time_millis_testing: 9.537, usercpu_time_millis_training: 221.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.8793, kappa: 0.3551, kb_relative_information_score: 4588.4366, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8761, predictive_accuracy: 0.894, prior_entropy: 0.5207, recall: 0.894, relative_absolute_error: 0.7124, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8337, scimark_benchmark: 1856.6531, usercpu_time_millis: 629.663, usercpu_time_millis_testing: 14.323, usercpu_time_millis_training: 615.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.8885, kappa: 0.4146, kb_relative_information_score: 6193.0347, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6853, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.263, root_relative_squared_error: 0.8183, scimark_benchmark: 1847.8629, usercpu_time_millis: 11.826, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 11.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: -12.264, mean_absolute_error: 0.2066, 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: 0.9998, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1855.4813, usercpu_time_millis: 32.571, usercpu_time_millis_testing: 5.451, usercpu_time_millis_training: 27.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.8368, kappa: 0.0547, kb_relative_information_score: 2868.4092, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8809, predictive_accuracy: 0.8861, prior_entropy: 0.5207, recall: 0.8861, relative_absolute_error: 0.8491, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.8785, scimark_benchmark: 1847.8629, usercpu_time_millis: 42.565, usercpu_time_millis_testing: 3.429, usercpu_time_millis_training: 39.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8744, f_measure: 0.8282, kb_relative_information_score: -2890.9364, mean_absolute_error: 0.1815, 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: 0.8784, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.9079, scimark_benchmark: 1849.2344, usercpu_time_millis: 37.643, usercpu_time_millis_testing: 3.015, usercpu_time_millis_training: 34.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: -12.7454, mean_absolute_error: 0.2066, 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: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1796.6402, usercpu_time_millis: 45.351, usercpu_time_millis_testing: 7.406, usercpu_time_millis_training: 37.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8865, kappa: 0.3976, kb_relative_information_score: 6508.6055, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8841, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6804, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2601, root_relative_squared_error: 0.8093, scimark_benchmark: 1852.4707, usercpu_time_millis: 90.917, usercpu_time_millis_testing: 4.339, usercpu_time_millis_training: 86.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8282, kb_relative_information_score: 1899.758, mean_absolute_error: 0.1712, 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: 0.8284, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.8696, scimark_benchmark: 789.8912, usercpu_time_millis: 132.032, usercpu_time_millis_testing: 10.767, usercpu_time_millis_training: 121.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8884, kappa: 0.4013, kb_relative_information_score: 6960.2067, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8882, predictive_accuracy: 0.9027, prior_entropy: 0.5207, recall: 0.9027, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.7986, scimark_benchmark: 1795.5991, usercpu_time_millis: 151.469, usercpu_time_millis_testing: 4.643, usercpu_time_millis_training: 146.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8994, kappa: 0.4847, kb_relative_information_score: 9021.9256, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8966, predictive_accuracy: 0.9059, prior_entropy: 0.5207, recall: 0.9059, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.7883, scimark_benchmark: 789.6492, usercpu_time_millis: 256.347, usercpu_time_millis_testing: 5.55, usercpu_time_millis_training: 250.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: -5.6538, mean_absolute_error: 0.2066, 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: 0.9998, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 788.7496, usercpu_time_millis: 114.378, usercpu_time_millis_testing: 12.837, usercpu_time_millis_training: 101.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8949, f_measure: 0.8282, kb_relative_information_score: 920.4168, mean_absolute_error: 0.1693, 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: 0.8194, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.8687, scimark_benchmark: 1849.3014, usercpu_time_millis: 221.844, usercpu_time_millis_testing: 15.461, usercpu_time_millis_training: 206.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: -10.949, mean_absolute_error: 0.2066, 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: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1800.6448, usercpu_time_millis: 38.676, usercpu_time_millis_testing: 6.528, usercpu_time_millis_training: 32.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8995, kappa: 0.4873, kb_relative_information_score: 10030.3255, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7878, scimark_benchmark: 1854.9533, usercpu_time_millis: 137.098, usercpu_time_millis_testing: 2.979, usercpu_time_millis_training: 134.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8282, kb_relative_information_score: 3745.1346, mean_absolute_error: 0.1611, 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: 0.7797, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.274, root_relative_squared_error: 0.8527, scimark_benchmark: 1853.454, usercpu_time_millis: 137.699, usercpu_time_millis_testing: 8.312, usercpu_time_millis_training: 129.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.8728, kappa: 0.2901, kb_relative_information_score: 5918.205, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8835, predictive_accuracy: 0.8984, prior_entropy: 0.5207, recall: 0.8984, relative_absolute_error: 0.7068, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.26, root_relative_squared_error: 0.8091, scimark_benchmark: 1851.3986, usercpu_time_millis: 33.973, usercpu_time_millis_testing: 1.045, usercpu_time_millis_training: 32.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: -6.1597, mean_absolute_error: 0.2066, 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: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1854.4951, usercpu_time_millis: 33.136, usercpu_time_millis_testing: 5.102, usercpu_time_millis_training: 28.034,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs