Task
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: 0.931, f_measure: 0.9014, kappa: 0.4974, kb_relative_information_score: 10253.8179, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8987, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.6094, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7797, scimark_benchmark: 1293.2697, usercpu_time_millis: 2694.727, usercpu_time_millis_testing: 49.562, usercpu_time_millis_training: 2645.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9009, kappa: 0.4908, kb_relative_information_score: 9614.4814, mean_absolute_error: 0.1285, 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: 0.6217, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.782, scimark_benchmark: 1303.3856, usercpu_time_millis: 8860.233, usercpu_time_millis_testing: 139.981, usercpu_time_millis_training: 8720.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.8991, kappa: 0.479, kb_relative_information_score: 9126.1574, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8963, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6326, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7853, scimark_benchmark: 1299.1617, usercpu_time_millis: 1354.101, usercpu_time_millis_testing: 48.38, usercpu_time_millis_training: 1305.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8992, kappa: 0.4786, kb_relative_information_score: 8986.5744, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8966, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.7859, scimark_benchmark: 1308.6838, usercpu_time_millis: 3617.059, usercpu_time_millis_testing: 80.928, usercpu_time_millis_training: 3536.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8998, kappa: 0.4852, kb_relative_information_score: 9667.0114, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6201, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.7832, scimark_benchmark: 1302.7677, usercpu_time_millis: 1459.356, usercpu_time_millis_testing: 25.602, usercpu_time_millis_training: 1433.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.8832, kappa: 0.3645, kb_relative_information_score: 5012.5127, mean_absolute_error: 0.1466, 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: 0.7097, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.264, root_relative_squared_error: 0.8213, scimark_benchmark: 1278.1367, usercpu_time_millis: 945.601, usercpu_time_millis_testing: 55.422, usercpu_time_millis_training: 890.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.9008, kappa: 0.4927, kb_relative_information_score: 9149.2353, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.898, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6266, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.7897, scimark_benchmark: 1305.5349, usercpu_time_millis: 106.228, usercpu_time_millis_testing: 2.459, usercpu_time_millis_training: 103.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.8932, kappa: 0.4359, kb_relative_information_score: 7664.6564, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8916, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.6567, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7935, scimark_benchmark: 1294.6997, usercpu_time_millis: 187.884, usercpu_time_millis_testing: 6.206, usercpu_time_millis_training: 181.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.892, kappa: 0.4255, kb_relative_information_score: 7526.1631, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8911, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.67, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7934, scimark_benchmark: 1286.1935, usercpu_time_millis: 1070.023, usercpu_time_millis_testing: 77.815, usercpu_time_millis_training: 992.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.9006, kappa: 0.4884, kb_relative_information_score: 9604.4436, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8979, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6241, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.7789, scimark_benchmark: 1296.0347, usercpu_time_millis: 504.19, usercpu_time_millis_testing: 20.049, usercpu_time_millis_training: 484.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.8926, kappa: 0.4291, kb_relative_information_score: 7885.2117, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8917, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6596, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.7898, scimark_benchmark: 1285.8962, usercpu_time_millis: 1936.546, usercpu_time_millis_testing: 86.511, usercpu_time_millis_training: 1850.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.872, kappa: 0.2854, kb_relative_information_score: 5059.2313, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8824, predictive_accuracy: 0.8978, prior_entropy: 0.5207, recall: 0.8978, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.8179, scimark_benchmark: 1306.1469, usercpu_time_millis: 48.458, usercpu_time_millis_testing: 2.773, usercpu_time_millis_training: 45.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8963, kappa: 0.4631, kb_relative_information_score: 8154.5692, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8935, predictive_accuracy: 0.9044, prior_entropy: 0.5207, recall: 0.9044, relative_absolute_error: 0.6501, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2553, root_relative_squared_error: 0.7945, scimark_benchmark: 1279.2701, usercpu_time_millis: 2947.87, usercpu_time_millis_testing: 90.516, usercpu_time_millis_training: 2857.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.8943, kappa: 0.4461, kb_relative_information_score: 7231.8169, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8918, predictive_accuracy: 0.9041, prior_entropy: 0.5207, recall: 0.9041, relative_absolute_error: 0.6664, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.8019, scimark_benchmark: 1298.3855, usercpu_time_millis: 570.72, usercpu_time_millis_testing: 27.849, usercpu_time_millis_training: 542.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8829, kappa: 0.3603, kb_relative_information_score: 6126.6056, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9017, prior_entropy: 0.5207, recall: 0.9017, relative_absolute_error: 0.6926, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8055, scimark_benchmark: 1290.7594, usercpu_time_millis: 1268.438, usercpu_time_millis_testing: 59.343, usercpu_time_millis_training: 1209.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.901, kappa: 0.4947, kb_relative_information_score: 9729.8096, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8982, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7849, scimark_benchmark: 1296.1125, usercpu_time_millis: 851.499, usercpu_time_millis_testing: 22.43, usercpu_time_millis_training: 829.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8369, kappa: 0.0552, kb_relative_information_score: 2912.8379, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8797, predictive_accuracy: 0.8861, prior_entropy: 0.5207, recall: 0.8861, relative_absolute_error: 0.848, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.8784, scimark_benchmark: 1289.7995, usercpu_time_millis: 291.802, usercpu_time_millis_testing: 19.574, usercpu_time_millis_training: 272.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8986, kappa: 0.4739, kb_relative_information_score: 8591.1818, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.896, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6439, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7857, scimark_benchmark: 1273.1529, usercpu_time_millis: 733.935, usercpu_time_millis_testing: 44.536, usercpu_time_millis_training: 689.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8963, kappa: 0.4599, kb_relative_information_score: 8610.4777, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8938, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.6428, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7877, scimark_benchmark: 1302.2369, usercpu_time_millis: 5038.672, usercpu_time_millis_testing: 138.601, usercpu_time_millis_training: 4900.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.9005, kappa: 0.4913, kb_relative_information_score: 9308.1613, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6277, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7851, scimark_benchmark: 1353.6711, usercpu_time_millis: 1926.22, usercpu_time_millis_testing: 54.807, usercpu_time_millis_training: 1871.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, f_measure: 0.8993, kappa: 0.4813, kb_relative_information_score: 8024.6002, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8966, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6536, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.7909, scimark_benchmark: 1303.3887, usercpu_time_millis: 1008.652, usercpu_time_millis_testing: 48.799, usercpu_time_millis_training: 959.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8832, kappa: 0.373, kb_relative_information_score: 5619.9389, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8817, predictive_accuracy: 0.8983, prior_entropy: 0.5207, recall: 0.8983, relative_absolute_error: 0.7018, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.8186, scimark_benchmark: 1297.3626, usercpu_time_millis: 444.041, usercpu_time_millis_testing: 19.908, usercpu_time_millis_training: 424.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8984, kappa: 0.4797, kb_relative_information_score: 9219.5767, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8954, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.7922, scimark_benchmark: 1281.1578, usercpu_time_millis: 8143.407, usercpu_time_millis_testing: 118.355, usercpu_time_millis_training: 8025.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.8941, kappa: 0.4398, kb_relative_information_score: 8110.0501, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8929, predictive_accuracy: 0.9055, prior_entropy: 0.5207, recall: 0.9055, relative_absolute_error: 0.6543, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7879, scimark_benchmark: 1290.0521, usercpu_time_millis: 1540.714, usercpu_time_millis_testing: 54.577, usercpu_time_millis_training: 1486.137,
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: 0.9239, f_measure: 0.8945, kappa: 0.4482, kb_relative_information_score: 7581.4279, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8919, predictive_accuracy: 0.9041, prior_entropy: 0.5207, recall: 0.9041, relative_absolute_error: 0.6571, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.7974, scimark_benchmark: 1277.516, usercpu_time_millis: 5467.687, usercpu_time_millis_testing: 108.755, usercpu_time_millis_training: 5358.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.8852, kappa: 0.384, kb_relative_information_score: 10210.6165, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.9001, prior_entropy: 0.5207, recall: 0.9001, relative_absolute_error: 0.7215, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.8611, scimark_benchmark: 1270.7054, usercpu_time_millis: 9746.996, usercpu_time_millis_testing: 46.606, usercpu_time_millis_training: 9700.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8949, kappa: 0.4512, kb_relative_information_score: 8016.1729, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8924, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6509, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.7936, scimark_benchmark: 1285.3124, usercpu_time_millis: 271.241, usercpu_time_millis_testing: 6.156, usercpu_time_millis_training: 265.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.8995, kappa: 0.4833, kb_relative_information_score: 9090.8888, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6334, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7854, scimark_benchmark: 1282.9993, usercpu_time_millis: 3603.87, usercpu_time_millis_testing: 97.218, usercpu_time_millis_training: 3506.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8996, kappa: 0.4908, kb_relative_information_score: 10565.6459, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9047, prior_entropy: 0.5207, recall: 0.9047, relative_absolute_error: 0.6009, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7876, scimark_benchmark: 1294.4813, usercpu_time_millis: 989.768, usercpu_time_millis_testing: 15.254, usercpu_time_millis_training: 974.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.9005, kappa: 0.4889, kb_relative_information_score: 9175.7087, mean_absolute_error: 0.1297, 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: 0.6278, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7849, scimark_benchmark: 1306.917, usercpu_time_millis: 635.8, usercpu_time_millis_testing: 20.438, usercpu_time_millis_training: 615.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8996, kappa: 0.4854, kb_relative_information_score: 8543.4532, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6406, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.7869, scimark_benchmark: 1281.2517, usercpu_time_millis: 1482.937, usercpu_time_millis_testing: 45.492, usercpu_time_millis_training: 1437.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8969, kappa: 0.4646, kb_relative_information_score: 8291.8216, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.6453, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.7918, scimark_benchmark: 1302.4509, usercpu_time_millis: 4214.27, usercpu_time_millis_testing: 125.922, usercpu_time_millis_training: 4088.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.9003, kappa: 0.4874, kb_relative_information_score: 9448.4287, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8976, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6258, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7826, scimark_benchmark: 1281.3511, usercpu_time_millis: 2960.579, usercpu_time_millis_testing: 73.502, usercpu_time_millis_training: 2887.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8968, kappa: 0.4638, kb_relative_information_score: 7854.989, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6578, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.7946, scimark_benchmark: 1337.543, usercpu_time_millis: 708.621, usercpu_time_millis_testing: 44.395, usercpu_time_millis_training: 664.226,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8999, kappa: 0.4817, kb_relative_information_score: 9257.0567, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.9077, prior_entropy: 0.5207, recall: 0.9077, relative_absolute_error: 0.6307, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7816, scimark_benchmark: 1283.7797, usercpu_time_millis: 2309.542, usercpu_time_millis_testing: 67.534, usercpu_time_millis_training: 2242.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.9008, kappa: 0.4904, kb_relative_information_score: 9544.9833, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8981, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6242, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7812, scimark_benchmark: 1307.2112, usercpu_time_millis: 1255.645, usercpu_time_millis_testing: 41.676, usercpu_time_millis_training: 1213.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.887, kappa: 0.3916, kb_relative_information_score: 6638.9726, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8874, predictive_accuracy: 0.9023, prior_entropy: 0.5207, recall: 0.9023, relative_absolute_error: 0.6791, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.8036, scimark_benchmark: 1303.3138, usercpu_time_millis: 1804.442, usercpu_time_millis_testing: 76.206, usercpu_time_millis_training: 1728.236,
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: 0.8809, f_measure: 0.8929, kappa: 0.4573, kb_relative_information_score: 6903.6782, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8896, predictive_accuracy: 0.8983, prior_entropy: 0.5207, recall: 0.8983, relative_absolute_error: 0.6265, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.8365, scimark_benchmark: 1279.5273, usercpu_time_millis: 24.448, usercpu_time_millis_testing: 1.082, usercpu_time_millis_training: 23.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.8907, kappa: 0.4189, kb_relative_information_score: 7033.5108, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8894, predictive_accuracy: 0.9032, prior_entropy: 0.5207, recall: 0.9032, relative_absolute_error: 0.6702, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.8004, scimark_benchmark: 1287.6527, usercpu_time_millis: 2210.809, usercpu_time_millis_testing: 107.081, usercpu_time_millis_training: 2103.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8979, kappa: 0.4736, kb_relative_information_score: 8426.5469, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.895, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.6438, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7933, scimark_benchmark: 1360.1186, usercpu_time_millis: 5468.847, usercpu_time_millis_testing: 132.972, usercpu_time_millis_training: 5335.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.9005, kappa: 0.4882, kb_relative_information_score: 8638.0516, mean_absolute_error: 0.1326, 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: 0.6416, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7866, scimark_benchmark: 1282.8977, usercpu_time_millis: 1907.649, usercpu_time_millis_testing: 109.464, usercpu_time_millis_training: 1798.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.895, kappa: 0.4577, kb_relative_information_score: 7948.3026, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8919, predictive_accuracy: 0.9028, prior_entropy: 0.5207, recall: 0.9028, relative_absolute_error: 0.6481, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.801, scimark_benchmark: 1288.1959, usercpu_time_millis: 330.329, usercpu_time_millis_testing: 5.471, usercpu_time_millis_training: 324.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, f_measure: 0.8973, kappa: 0.4687, kb_relative_information_score: 8454.7559, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.641, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2548, root_relative_squared_error: 0.7928, scimark_benchmark: 1309.0279, usercpu_time_millis: 1785.346, usercpu_time_millis_testing: 29.098, usercpu_time_millis_training: 1756.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.8371, kappa: 0.0566, kb_relative_information_score: 3023.9569, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8793, predictive_accuracy: 0.8862, prior_entropy: 0.5207, recall: 0.8862, relative_absolute_error: 0.8467, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8777, scimark_benchmark: 1211.8523, usercpu_time_millis: 951.047, usercpu_time_millis_testing: 62.933, usercpu_time_millis_training: 888.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.9005, kappa: 0.4945, kb_relative_information_score: 10652.8638, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7822, scimark_benchmark: 1204.1566, usercpu_time_millis: 3235.249, usercpu_time_millis_testing: 57.268, usercpu_time_millis_training: 3177.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8872, kappa: 0.3918, kb_relative_information_score: 6603.747, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8881, predictive_accuracy: 0.9027, prior_entropy: 0.5207, recall: 0.9027, relative_absolute_error: 0.6802, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.8018, scimark_benchmark: 1192.9956, usercpu_time_millis: 1121.498, usercpu_time_millis_testing: 55.929, usercpu_time_millis_training: 1065.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.874, kappa: 0.2971, kb_relative_information_score: 6759.6004, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.7124, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.805, scimark_benchmark: 1197.1703, usercpu_time_millis: 1236.413, usercpu_time_millis_testing: 87.763, usercpu_time_millis_training: 1148.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8948, kappa: 0.4477, kb_relative_information_score: 7832.3475, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8927, predictive_accuracy: 0.905, prior_entropy: 0.5207, recall: 0.905, relative_absolute_error: 0.6545, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2548, root_relative_squared_error: 0.7926, scimark_benchmark: 1205.7852, usercpu_time_millis: 1847.758, usercpu_time_millis_testing: 75.69, usercpu_time_millis_training: 1772.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8931, kappa: 0.4306, kb_relative_information_score: 8189.7869, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8926, predictive_accuracy: 0.9056, prior_entropy: 0.5207, recall: 0.9056, relative_absolute_error: 0.662, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7879, scimark_benchmark: 1189.0234, usercpu_time_millis: 365.72, usercpu_time_millis_testing: 25.881, usercpu_time_millis_training: 339.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.8367, kappa: 0.054, kb_relative_information_score: 3042.2127, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8802, predictive_accuracy: 0.886, prior_entropy: 0.5207, recall: 0.886, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.282, root_relative_squared_error: 0.8775, scimark_benchmark: 1204.5491, usercpu_time_millis: 788.263, usercpu_time_millis_testing: 58.945, usercpu_time_millis_training: 729.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.895, kappa: 0.4455, kb_relative_information_score: 8801.1431, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8936, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6486, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7834, scimark_benchmark: 1212.8793, usercpu_time_millis: 820.284, usercpu_time_millis_testing: 32.188, usercpu_time_millis_training: 788.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.8282, kb_relative_information_score: 1619.2709, mean_absolute_error: 0.17, 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: 0.8227, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.8661, scimark_benchmark: 1208.6488, usercpu_time_millis: 645.611, usercpu_time_millis_testing: 58.478, usercpu_time_millis_training: 587.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8349, kappa: 0.0423, kb_relative_information_score: 2866.3085, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8835, predictive_accuracy: 0.8855, prior_entropy: 0.5207, recall: 0.8855, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.8435, scimark_benchmark: 1198.5705, usercpu_time_millis: 801.095, usercpu_time_millis_testing: 47.933, usercpu_time_millis_training: 753.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.9018, kappa: 0.496, kb_relative_information_score: 9390.1222, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8992, predictive_accuracy: 0.9084, prior_entropy: 0.5207, recall: 0.9084, relative_absolute_error: 0.6261, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.7784, scimark_benchmark: 1196.7147, usercpu_time_millis: 1253.879, usercpu_time_millis_testing: 58.519, usercpu_time_millis_training: 1195.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.874, kappa: 0.2976, kb_relative_information_score: 6861.8643, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.8066, scimark_benchmark: 1205.9476, usercpu_time_millis: 671.336, usercpu_time_millis_testing: 33.382, usercpu_time_millis_training: 637.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.9021, kappa: 0.5002, kb_relative_information_score: 10125.5336, mean_absolute_error: 0.1266, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8994, predictive_accuracy: 0.9079, prior_entropy: 0.5207, recall: 0.9079, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.7766, scimark_benchmark: 1195.6909, usercpu_time_millis: 2172.182, usercpu_time_millis_testing: 46.053, usercpu_time_millis_training: 2126.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.9006, kappa: 0.4916, kb_relative_information_score: 9386.0837, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8978, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6269, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7864, scimark_benchmark: 1205.7545, usercpu_time_millis: 1322.46, usercpu_time_millis_testing: 27.705, usercpu_time_millis_training: 1294.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8976, kappa: 0.4795, kb_relative_information_score: 9535.3015, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8946, predictive_accuracy: 0.9031, prior_entropy: 0.5207, recall: 0.9031, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.8003, scimark_benchmark: 1200.6054, usercpu_time_millis: 174.615, usercpu_time_millis_testing: 4.708, usercpu_time_millis_training: 169.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8923, kappa: 0.4286, kb_relative_information_score: 7670.5696, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8911, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.661, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.793, scimark_benchmark: 1212.4256, usercpu_time_millis: 2084.502, usercpu_time_millis_testing: 97.283, usercpu_time_millis_training: 1987.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.8481, kappa: 0.1258, kb_relative_information_score: 3982.9015, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8842, predictive_accuracy: 0.8904, prior_entropy: 0.5207, recall: 0.8904, relative_absolute_error: 0.8282, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.8647, scimark_benchmark: 1201.9642, usercpu_time_millis: 496.785, usercpu_time_millis_testing: 33.002, usercpu_time_millis_training: 463.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8988, kappa: 0.4834, kb_relative_information_score: 9698.9113, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8958, predictive_accuracy: 0.9047, prior_entropy: 0.5207, recall: 0.9047, relative_absolute_error: 0.6154, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.7884, scimark_benchmark: 1201.5379, usercpu_time_millis: 836.491, usercpu_time_millis_testing: 24.491, usercpu_time_millis_training: 812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8286, kappa: 0.0026, kb_relative_information_score: 2245.3744, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8838, predictive_accuracy: 0.8832, prior_entropy: 0.5207, recall: 0.8832, relative_absolute_error: 0.8547, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2837, root_relative_squared_error: 0.8827, scimark_benchmark: 1196.9072, usercpu_time_millis: 232.858, usercpu_time_millis_testing: 16.987, usercpu_time_millis_training: 215.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8999, kappa: 0.487, kb_relative_information_score: 8660.6638, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6383, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7865, scimark_benchmark: 1212.9451, usercpu_time_millis: 1138.876, usercpu_time_millis_testing: 35.151, usercpu_time_millis_training: 1103.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.8998, kappa: 0.4823, kb_relative_information_score: 9393.0695, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6278, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7814, scimark_benchmark: 1209.1929, usercpu_time_millis: 1440.569, usercpu_time_millis_testing: 40.693, usercpu_time_millis_training: 1399.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.8842, kappa: 0.3809, kb_relative_information_score: 9961.2511, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8986, prior_entropy: 0.5207, recall: 0.8986, relative_absolute_error: 0.6888, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.277, root_relative_squared_error: 0.8619, scimark_benchmark: 1279.2759, usercpu_time_millis: 4550.098, usercpu_time_millis_testing: 34.089, usercpu_time_millis_training: 4516.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.9016, kappa: 0.4977, kb_relative_information_score: 9968.9363, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.6149, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7794, scimark_benchmark: 1220.8955, usercpu_time_millis: 4955.279, usercpu_time_millis_testing: 84.547, usercpu_time_millis_training: 4870.732,

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