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: 0.9264, f_measure: 0.8967, kappa: 0.4658, kb_relative_information_score: 8465.3012, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8937, predictive_accuracy: 0.9044, prior_entropy: 0.5207, recall: 0.9044, relative_absolute_error: 0.6434, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.7921, scimark_benchmark: 1206.4906, usercpu_time_millis: 549.105, usercpu_time_millis_testing: 12.856, usercpu_time_millis_training: 536.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.88, kappa: 0.3394, kb_relative_information_score: 6196.1059, mean_absolute_error: 0.1449, 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: 0.7012, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.259, root_relative_squared_error: 0.8057, scimark_benchmark: 1216.6579, usercpu_time_millis: 1587.69, usercpu_time_millis_testing: 86.208, usercpu_time_millis_training: 1501.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8855, kappa: 0.3787, kb_relative_information_score: 6260.6859, mean_absolute_error: 0.1418, 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: 0.6862, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.8048, scimark_benchmark: 1216.5217, usercpu_time_millis: 2517.173, usercpu_time_millis_testing: 126.761, usercpu_time_millis_training: 2390.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8967, kappa: 0.4644, kb_relative_information_score: 7742.5353, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.894, predictive_accuracy: 0.905, prior_entropy: 0.5207, recall: 0.905, relative_absolute_error: 0.6578, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7983, scimark_benchmark: 1221.1423, usercpu_time_millis: 2542.506, usercpu_time_millis_testing: 112.074, usercpu_time_millis_training: 2430.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.8997, kappa: 0.4843, kb_relative_information_score: 9192.2453, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6315, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.7841, scimark_benchmark: 1209.324, usercpu_time_millis: 2634.316, usercpu_time_millis_testing: 79.263, usercpu_time_millis_training: 2555.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9016, kappa: 0.495, kb_relative_information_score: 8829.7208, mean_absolute_error: 0.1315, 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: 0.6366, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7826, scimark_benchmark: 1221.1202, usercpu_time_millis: 3260.403, usercpu_time_millis_testing: 138.586, usercpu_time_millis_training: 3121.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8999, kappa: 0.483, kb_relative_information_score: 9672.4178, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8974, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7783, scimark_benchmark: 1211.1947, usercpu_time_millis: 497.176, usercpu_time_millis_testing: 16.581, usercpu_time_millis_training: 480.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8964, kappa: 0.4614, kb_relative_information_score: 8753.3591, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8937, predictive_accuracy: 0.905, prior_entropy: 0.5207, recall: 0.905, relative_absolute_error: 0.6404, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.7869, scimark_benchmark: 1221.6294, usercpu_time_millis: 1298.629, usercpu_time_millis_testing: 37.721, usercpu_time_millis_training: 1260.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.896, kappa: 0.4561, kb_relative_information_score: 8382.7098, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8937, predictive_accuracy: 0.9054, prior_entropy: 0.5207, recall: 0.9054, relative_absolute_error: 0.6491, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.7882, scimark_benchmark: 1213.797, usercpu_time_millis: 224.866, usercpu_time_millis_testing: 11.734, usercpu_time_millis_training: 213.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8804, kappa: 0.3423, kb_relative_information_score: 5422.4118, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.901, prior_entropy: 0.5207, recall: 0.901, relative_absolute_error: 0.7065, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.8123, scimark_benchmark: 1207.1304, usercpu_time_millis: 262.269, usercpu_time_millis_testing: 10.171, usercpu_time_millis_training: 252.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8556, kappa: 0.1751, kb_relative_information_score: 3717.7009, mean_absolute_error: 0.1541, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8816, predictive_accuracy: 0.8927, prior_entropy: 0.5207, recall: 0.8927, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2672, root_relative_squared_error: 0.8314, scimark_benchmark: 1215.6279, usercpu_time_millis: 1464.082, usercpu_time_millis_testing: 94.885, usercpu_time_millis_training: 1369.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.9016, kappa: 0.4975, kb_relative_information_score: 9786.6663, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7797, scimark_benchmark: 1206.6494, usercpu_time_millis: 1109.217, usercpu_time_millis_testing: 30.404, usercpu_time_millis_training: 1078.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8993, kappa: 0.4832, kb_relative_information_score: 9257.5358, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8964, predictive_accuracy: 0.9059, prior_entropy: 0.5207, recall: 0.9059, relative_absolute_error: 0.6261, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7867, scimark_benchmark: 1201.3663, usercpu_time_millis: 533.207, usercpu_time_millis_testing: 17.821, usercpu_time_millis_training: 515.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.881, kappa: 0.3477, kb_relative_information_score: 9721.2804, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8851, predictive_accuracy: 0.9006, prior_entropy: 0.5207, recall: 0.9006, relative_absolute_error: 0.7418, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2763, root_relative_squared_error: 0.8596, scimark_benchmark: 1249.0356, usercpu_time_millis: 6082.268, usercpu_time_millis_testing: 28.871, usercpu_time_millis_training: 6053.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8983, kappa: 0.4736, kb_relative_information_score: 9210.4926, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.9061, prior_entropy: 0.5207, recall: 0.9061, relative_absolute_error: 0.6317, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7826, scimark_benchmark: 1210.7057, usercpu_time_millis: 1050.342, usercpu_time_millis_testing: 33.772, usercpu_time_millis_training: 1016.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.8895, kappa: 0.4086, kb_relative_information_score: 6986.5629, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8893, predictive_accuracy: 0.9034, prior_entropy: 0.5207, recall: 0.9034, relative_absolute_error: 0.6743, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.7987, scimark_benchmark: 1198.0816, usercpu_time_millis: 1400.398, usercpu_time_millis_testing: 88.15, usercpu_time_millis_training: 1312.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.8996, kappa: 0.4826, kb_relative_information_score: 9142.3713, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6323, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7852, scimark_benchmark: 1215.3638, usercpu_time_millis: 3503.515, usercpu_time_millis_testing: 135.698, usercpu_time_millis_training: 3367.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.8282, kb_relative_information_score: 1627.4183, mean_absolute_error: 0.1792, 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: 0.8671, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2866, root_relative_squared_error: 0.8918, scimark_benchmark: 1217.5836, usercpu_time_millis: 695.615, usercpu_time_millis_testing: 67.958, usercpu_time_millis_training: 627.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.838, kappa: 0.062, kb_relative_information_score: 3072.2591, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8811, predictive_accuracy: 0.8865, prior_entropy: 0.5207, recall: 0.8865, relative_absolute_error: 0.8459, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.8771, scimark_benchmark: 1205.7043, usercpu_time_millis: 350.953, usercpu_time_millis_testing: 27.473, usercpu_time_millis_training: 323.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.899, kappa: 0.4835, kb_relative_information_score: 8940.9068, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.896, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.6345, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.254, root_relative_squared_error: 0.7903, scimark_benchmark: 1218.7951, usercpu_time_millis: 3852.394, usercpu_time_millis_testing: 71.761, usercpu_time_millis_training: 3780.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.8351, kappa: 0.0439, kb_relative_information_score: 2904.9592, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8811, predictive_accuracy: 0.8855, prior_entropy: 0.5207, recall: 0.8855, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.8798, scimark_benchmark: 1219.2636, usercpu_time_millis: 1049.348, usercpu_time_millis_testing: 101.029, usercpu_time_millis_training: 948.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9012, kappa: 0.4935, kb_relative_information_score: 9686.2411, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9076, prior_entropy: 0.5207, recall: 0.9076, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.7801, scimark_benchmark: 1222.3871, usercpu_time_millis: 667.639, usercpu_time_millis_testing: 17.153, usercpu_time_millis_training: 650.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8945, kappa: 0.4446, kb_relative_information_score: 8187.3736, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8926, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.6526, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.7893, scimark_benchmark: 1199.7318, usercpu_time_millis: 649.569, usercpu_time_millis_testing: 26.178, usercpu_time_millis_training: 623.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.8957, kappa: 0.4518, kb_relative_information_score: 8227.8127, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8939, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6492, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7877, scimark_benchmark: 1215.1737, usercpu_time_millis: 1620.188, usercpu_time_millis_testing: 57.6, usercpu_time_millis_training: 1562.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8934, kappa: 0.4363, kb_relative_information_score: 7839.8493, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8919, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6568, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.7908, scimark_benchmark: 1214.8878, usercpu_time_millis: 3651.236, usercpu_time_millis_testing: 124.333, usercpu_time_millis_training: 3526.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.892, kappa: 0.4289, kb_relative_information_score: 7296.9732, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8901, predictive_accuracy: 0.9034, prior_entropy: 0.5207, recall: 0.9034, relative_absolute_error: 0.6617, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.798, scimark_benchmark: 1221.9187, usercpu_time_millis: 4642.255, usercpu_time_millis_testing: 142.94, usercpu_time_millis_training: 4499.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.898, kappa: 0.4755, kb_relative_information_score: 9227.2477, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.905, prior_entropy: 0.5207, recall: 0.905, relative_absolute_error: 0.6285, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.7888, scimark_benchmark: 1215.034, usercpu_time_millis: 3956.818, usercpu_time_millis_testing: 67.853, usercpu_time_millis_training: 3888.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.9018, kappa: 0.4967, kb_relative_information_score: 9931.7839, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8991, predictive_accuracy: 0.908, prior_entropy: 0.5207, recall: 0.908, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7781, scimark_benchmark: 1202.5063, usercpu_time_millis: 532.948, usercpu_time_millis_testing: 11.146, usercpu_time_millis_training: 521.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8943, kappa: 0.4462, kb_relative_information_score: 8119.5056, mean_absolute_error: 0.1342, 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: 0.6493, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.7915, scimark_benchmark: 1202.2428, usercpu_time_millis: 2722.444, usercpu_time_millis_testing: 71.383, usercpu_time_millis_training: 2651.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.855, kappa: 0.1722, kb_relative_information_score: 3390.2505, mean_absolute_error: 0.1541, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8785, predictive_accuracy: 0.8921, prior_entropy: 0.5207, recall: 0.8921, relative_absolute_error: 0.7459, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.8345, scimark_benchmark: 1211.0114, usercpu_time_millis: 1480.273, usercpu_time_millis_testing: 91.01, usercpu_time_millis_training: 1389.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.8984, kappa: 0.4758, kb_relative_information_score: 8861.6324, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.9059, prior_entropy: 0.5207, recall: 0.9059, relative_absolute_error: 0.6332, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.7892, scimark_benchmark: 1225.4744, usercpu_time_millis: 4368.02, usercpu_time_millis_testing: 65.174, usercpu_time_millis_training: 4302.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.8435, kappa: 0.097, kb_relative_information_score: 3662.2822, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.882, predictive_accuracy: 0.8885, prior_entropy: 0.5207, recall: 0.8885, relative_absolute_error: 0.8325, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2788, root_relative_squared_error: 0.8674, scimark_benchmark: 1208.1068, usercpu_time_millis: 208.222, usercpu_time_millis_testing: 17.194, usercpu_time_millis_training: 191.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.89, kappa: 0.4205, kb_relative_information_score: 6364.3666, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8874, predictive_accuracy: 0.9012, prior_entropy: 0.5207, recall: 0.9012, relative_absolute_error: 0.6789, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.261, root_relative_squared_error: 0.8122, scimark_benchmark: 1205.892, usercpu_time_millis: 3307.097, usercpu_time_millis_testing: 57.064, usercpu_time_millis_training: 3250.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8985, kappa: 0.4755, kb_relative_information_score: 8106.1568, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8958, predictive_accuracy: 0.9061, prior_entropy: 0.5207, recall: 0.9061, relative_absolute_error: 0.6517, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.7891, scimark_benchmark: 1214.0176, usercpu_time_millis: 1862.553, usercpu_time_millis_testing: 104.099, usercpu_time_millis_training: 1758.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8287, kappa: 0.0036, kb_relative_information_score: 1918.8012, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8871, predictive_accuracy: 0.8832, prior_entropy: 0.5207, recall: 0.8832, relative_absolute_error: 0.8619, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.8882, scimark_benchmark: 1205.0781, usercpu_time_millis: 600.762, usercpu_time_millis_testing: 40.585, usercpu_time_millis_training: 560.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.8453, kappa: 0.1086, kb_relative_information_score: 3923.7149, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8817, predictive_accuracy: 0.8892, prior_entropy: 0.5207, recall: 0.8892, relative_absolute_error: 0.8287, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.8648, scimark_benchmark: 1209.975, usercpu_time_millis: 929.552, usercpu_time_millis_testing: 67.004, usercpu_time_millis_training: 862.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.9012, kappa: 0.4947, kb_relative_information_score: 10189.4644, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9073, prior_entropy: 0.5207, recall: 0.9073, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.7783, scimark_benchmark: 1213.6534, usercpu_time_millis: 1399.832, usercpu_time_millis_testing: 28.545, usercpu_time_millis_training: 1371.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.9016, kappa: 0.4971, kb_relative_information_score: 9739.6365, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6198, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.7802, scimark_benchmark: 1195.8801, usercpu_time_millis: 3711.686, usercpu_time_millis_testing: 106.15, usercpu_time_millis_training: 3605.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.8911, kappa: 0.4212, kb_relative_information_score: 7211.5179, mean_absolute_error: 0.1378, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8898, predictive_accuracy: 0.9035, prior_entropy: 0.5207, recall: 0.9035, relative_absolute_error: 0.667, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.7975, scimark_benchmark: 1194.1739, usercpu_time_millis: 2568.809, usercpu_time_millis_testing: 107.386, usercpu_time_millis_training: 2461.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8677, kappa: 0.2543, kb_relative_information_score: 5988.408, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8845, predictive_accuracy: 0.8972, prior_entropy: 0.5207, recall: 0.8972, relative_absolute_error: 0.7293, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.8137, scimark_benchmark: 1203.9475, usercpu_time_millis: 527.766, usercpu_time_millis_testing: 30.159, usercpu_time_millis_training: 497.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.9005, kappa: 0.4919, kb_relative_information_score: 9371.2238, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8976, predictive_accuracy: 0.9064, prior_entropy: 0.5207, recall: 0.9064, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.7869, scimark_benchmark: 1212.7756, usercpu_time_millis: 592.287, usercpu_time_millis_testing: 13.75, usercpu_time_millis_training: 578.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8826, kappa: 0.3591, kb_relative_information_score: 6819.9782, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.9013, prior_entropy: 0.5207, recall: 0.9013, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.7998, scimark_benchmark: 1201.6081, usercpu_time_millis: 676.208, usercpu_time_millis_testing: 27.97, usercpu_time_millis_training: 648.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.8506, kappa: 0.1505, kb_relative_information_score: 1014.9013, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8591, predictive_accuracy: 0.8872, prior_entropy: 0.5207, recall: 0.8872, relative_absolute_error: 0.8324, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.8976, scimark_benchmark: 1198.877, usercpu_time_millis: 8.039, usercpu_time_millis_testing: 0.761, usercpu_time_millis_training: 7.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8726, kappa: 0.2876, kb_relative_information_score: 6713.2788, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8848, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.7114, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.8044, scimark_benchmark: 1209.5875, usercpu_time_millis: 1982.322, usercpu_time_millis_testing: 129.391, usercpu_time_millis_training: 1852.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.893, kappa: 0.4341, kb_relative_information_score: 7633.1633, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8914, predictive_accuracy: 0.9044, prior_entropy: 0.5207, recall: 0.9044, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7934, scimark_benchmark: 1203.2202, usercpu_time_millis: 3579.862, usercpu_time_millis_testing: 102.563, usercpu_time_millis_training: 3477.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.8819, kappa: 0.3535, kb_relative_information_score: 6016.005, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8857, predictive_accuracy: 0.9011, prior_entropy: 0.5207, recall: 0.9011, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2601, root_relative_squared_error: 0.8093, scimark_benchmark: 1209.6935, usercpu_time_millis: 727.269, usercpu_time_millis_testing: 49.637, usercpu_time_millis_training: 677.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8971, kappa: 0.4632, kb_relative_information_score: 8491.331, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8947, predictive_accuracy: 0.9061, prior_entropy: 0.5207, recall: 0.9061, relative_absolute_error: 0.6428, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.7874, scimark_benchmark: 1205.4809, usercpu_time_millis: 5242.867, usercpu_time_millis_testing: 145.498, usercpu_time_millis_training: 5097.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.901, kappa: 0.4958, kb_relative_information_score: 9776.207, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8982, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6151, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.782, scimark_benchmark: 1210.8861, usercpu_time_millis: 478.728, usercpu_time_millis_testing: 8.431, usercpu_time_millis_training: 470.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.8902, kappa: 0.4264, kb_relative_information_score: 7059.0881, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8869, predictive_accuracy: 0.8999, prior_entropy: 0.5207, recall: 0.8999, relative_absolute_error: 0.6684, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.8061, scimark_benchmark: 1189.4265, usercpu_time_millis: 4107.774, usercpu_time_millis_testing: 116.11, usercpu_time_millis_training: 3991.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.9013, kappa: 0.4979, kb_relative_information_score: 10659.5844, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9068, prior_entropy: 0.5207, recall: 0.9068, relative_absolute_error: 0.6036, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.7785, scimark_benchmark: 1206.3915, usercpu_time_millis: 1035.033, usercpu_time_millis_testing: 24.151, usercpu_time_millis_training: 1010.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.875, kappa: 0.3035, kb_relative_information_score: 7058.8094, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8995, prior_entropy: 0.5207, recall: 0.8995, relative_absolute_error: 0.703, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.8009, scimark_benchmark: 1206.5198, usercpu_time_millis: 784.17, usercpu_time_millis_testing: 34.751, usercpu_time_millis_training: 749.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.8507, kappa: 0.1427, kb_relative_information_score: 3693.4631, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8911, prior_entropy: 0.5207, recall: 0.8911, relative_absolute_error: 0.7758, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8386, scimark_benchmark: 1251.5794, usercpu_time_millis: 1588.225, usercpu_time_millis_testing: 115.307, usercpu_time_millis_training: 1472.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.8308, kappa: 0.0175, kb_relative_information_score: 873.0074, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8433, predictive_accuracy: 0.8832, prior_entropy: 0.5207, recall: 0.8832, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3174, root_relative_squared_error: 0.9875, scimark_benchmark: 1299.0849, usercpu_time_millis: 4448.777, usercpu_time_millis_testing: 31.114, usercpu_time_millis_training: 4417.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.8949, kappa: 0.4541, kb_relative_information_score: 7695.8134, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8921, predictive_accuracy: 0.9036, prior_entropy: 0.5207, recall: 0.9036, relative_absolute_error: 0.657, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7996, scimark_benchmark: 1213.7508, usercpu_time_millis: 1248.637, usercpu_time_millis_testing: 26.715, usercpu_time_millis_training: 1221.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.8288, kappa: 0.004, kb_relative_information_score: 2412.1746, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8879, predictive_accuracy: 0.8833, prior_entropy: 0.5207, recall: 0.8833, relative_absolute_error: 0.8523, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2831, root_relative_squared_error: 0.8807, scimark_benchmark: 1223.0221, usercpu_time_millis: 187.744, usercpu_time_millis_testing: 11.752, usercpu_time_millis_training: 175.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8987, kappa: 0.4776, kb_relative_information_score: 8215.2135, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8959, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6495, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.7881, scimark_benchmark: 1210.5957, usercpu_time_millis: 1912.909, usercpu_time_millis_testing: 97.485, usercpu_time_millis_training: 1815.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8958, kappa: 0.4579, kb_relative_information_score: 8083.688, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8931, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.65, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7935, scimark_benchmark: 1198.4298, usercpu_time_millis: 1335.564, usercpu_time_millis_testing: 35.199, usercpu_time_millis_training: 1300.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9288, f_measure: 0.8977, kappa: 0.469, kb_relative_information_score: 8677.4664, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8952, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6414, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.7864, scimark_benchmark: 1215.9772, usercpu_time_millis: 265.862, usercpu_time_millis_testing: 11.434, usercpu_time_millis_training: 254.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.8904, kappa: 0.4244, kb_relative_information_score: 7017.9759, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8876, predictive_accuracy: 0.901, prior_entropy: 0.5207, recall: 0.901, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.804, scimark_benchmark: 1218.5342, usercpu_time_millis: 1698.15, usercpu_time_millis_testing: 72.433, usercpu_time_millis_training: 1625.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9017, kappa: 0.4952, kb_relative_information_score: 9708.8156, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.899, predictive_accuracy: 0.9082, prior_entropy: 0.5207, recall: 0.9082, relative_absolute_error: 0.6215, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7782, scimark_benchmark: 1216.171, usercpu_time_millis: 1698.981, usercpu_time_millis_testing: 67.074, usercpu_time_millis_training: 1631.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.8953, kappa: 0.4562, kb_relative_information_score: 7869.6581, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8924, predictive_accuracy: 0.9038, prior_entropy: 0.5207, recall: 0.9038, relative_absolute_error: 0.6543, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.7992, scimark_benchmark: 1220.8532, usercpu_time_millis: 798.143, usercpu_time_millis_testing: 15.677, usercpu_time_millis_training: 782.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8799, kappa: 0.3411, kb_relative_information_score: 6222.174, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.884, predictive_accuracy: 0.9, prior_entropy: 0.5207, recall: 0.9, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.8062, scimark_benchmark: 1217.7953, usercpu_time_millis: 2486.382, usercpu_time_millis_testing: 101.055, usercpu_time_millis_training: 2385.327,
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: 0.9198, f_measure: 0.8969, kappa: 0.4702, kb_relative_information_score: 8105.3973, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8938, predictive_accuracy: 0.9038, prior_entropy: 0.5207, recall: 0.9038, relative_absolute_error: 0.642, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.802, scimark_benchmark: 1206.2126, usercpu_time_millis: 4586.414, usercpu_time_millis_testing: 61.362, usercpu_time_millis_training: 4525.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.8869, kappa: 0.4007, kb_relative_information_score: 6351.0019, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.8994, prior_entropy: 0.5207, recall: 0.8994, relative_absolute_error: 0.6832, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.8127, scimark_benchmark: 1213.7616, usercpu_time_millis: 936.786, usercpu_time_millis_testing: 41.331, usercpu_time_millis_training: 895.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.8992, kappa: 0.4798, kb_relative_information_score: 9058.9999, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6319, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7865, scimark_benchmark: 1205.2963, usercpu_time_millis: 1672.987, usercpu_time_millis_testing: 38.083, usercpu_time_millis_training: 1634.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.881, kappa: 0.3463, kb_relative_information_score: 6382.5911, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.9011, prior_entropy: 0.5207, recall: 0.9011, relative_absolute_error: 0.697, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.8038, scimark_benchmark: 1205.7535, usercpu_time_millis: 2385.52, usercpu_time_millis_testing: 98.056, usercpu_time_millis_training: 2287.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.8846, kappa: 0.3837, kb_relative_information_score: 10059.7611, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8986, prior_entropy: 0.5207, recall: 0.8986, relative_absolute_error: 0.6912, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.277, root_relative_squared_error: 0.8619, scimark_benchmark: 1294.2091, usercpu_time_millis: 4872.088, usercpu_time_millis_testing: 35.86, usercpu_time_millis_training: 4836.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8974, kappa: 0.4712, kb_relative_information_score: 8436.4907, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8944, predictive_accuracy: 0.9046, prior_entropy: 0.5207, recall: 0.9046, relative_absolute_error: 0.6434, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2552, root_relative_squared_error: 0.794, scimark_benchmark: 1207.4567, usercpu_time_millis: 562.337, usercpu_time_millis_testing: 7.729, usercpu_time_millis_training: 554.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8942, kappa: 0.4393, kb_relative_information_score: 8017.7817, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8931, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.657, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.7887, scimark_benchmark: 1220.782, usercpu_time_millis: 3156.113, usercpu_time_millis_testing: 135.524, usercpu_time_millis_training: 3020.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.897, kappa: 0.4674, kb_relative_information_score: 8610.0298, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9049, prior_entropy: 0.5207, recall: 0.9049, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.7909, scimark_benchmark: 1206.5382, usercpu_time_millis: 270.512, usercpu_time_millis_testing: 4.636, usercpu_time_millis_training: 265.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.897, kappa: 0.467, kb_relative_information_score: 8121.2109, mean_absolute_error: 0.1346, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9049, prior_entropy: 0.5207, recall: 0.9049, relative_absolute_error: 0.6514, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.7968, scimark_benchmark: 1217.3761, usercpu_time_millis: 1813.873, usercpu_time_millis_testing: 68.528, usercpu_time_millis_training: 1745.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.8846, kappa: 0.3843, kb_relative_information_score: 5965.3487, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8985, prior_entropy: 0.5207, recall: 0.8985, relative_absolute_error: 0.695, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.8166, scimark_benchmark: 1244.5484, usercpu_time_millis: 1361.812, usercpu_time_millis_testing: 104.489, usercpu_time_millis_training: 1257.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8879, kappa: 0.3954, kb_relative_information_score: 7306.4042, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8891, predictive_accuracy: 0.9034, prior_entropy: 0.5207, recall: 0.9034, relative_absolute_error: 0.6808, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.796, scimark_benchmark: 1238.9646, usercpu_time_millis: 554.728, usercpu_time_millis_testing: 36.475, usercpu_time_millis_training: 518.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8943, kappa: 0.445, kb_relative_information_score: 7587.1021, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8921, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.7956, scimark_benchmark: 1207.7538, usercpu_time_millis: 915.832, usercpu_time_millis_testing: 31.638, usercpu_time_millis_training: 884.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.902, kappa: 0.5003, kb_relative_information_score: 10012.4615, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8993, predictive_accuracy: 0.9077, prior_entropy: 0.5207, recall: 0.9077, relative_absolute_error: 0.6142, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.7787, scimark_benchmark: 1198.2146, usercpu_time_millis: 4069.973, usercpu_time_millis_testing: 76.23, usercpu_time_millis_training: 3993.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.884, kappa: 0.3681, kb_relative_information_score: 6822.0235, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.887, predictive_accuracy: 0.902, prior_entropy: 0.5207, recall: 0.902, relative_absolute_error: 0.6886, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7997, scimark_benchmark: 1217.0993, usercpu_time_millis: 1491.901, usercpu_time_millis_testing: 67.179, usercpu_time_millis_training: 1424.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8346, kappa: 0.0406, kb_relative_information_score: 2819.0526, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8816, predictive_accuracy: 0.8853, prior_entropy: 0.5207, recall: 0.8853, relative_absolute_error: 0.85, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.8797, scimark_benchmark: 1217.7613, usercpu_time_millis: 324.601, usercpu_time_millis_testing: 26.926, usercpu_time_millis_training: 297.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6579, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4102.08, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9066, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.9524, scimark_benchmark: 1303.5304, usercpu_time_millis: 4054.151, usercpu_time_millis_testing: 25.505, usercpu_time_millis_training: 4028.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.8907, kappa: 0.4156, kb_relative_information_score: 11191.0582, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8906, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.66, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.8197, scimark_benchmark: 1263.9812, usercpu_time_millis: 7043.448, usercpu_time_millis_testing: 26.537, usercpu_time_millis_training: 7016.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6691, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4103.2075, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9064, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.9522, scimark_benchmark: 1262.7609, usercpu_time_millis: 4207.491, usercpu_time_millis_testing: 26.335, usercpu_time_millis_training: 4181.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8971, kappa: 0.4675, kb_relative_information_score: 9328.7051, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8943, predictive_accuracy: 0.905, prior_entropy: 0.5207, recall: 0.905, relative_absolute_error: 0.6281, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.7887, scimark_benchmark: 1245.9371, usercpu_time_millis: 236.834, usercpu_time_millis_testing: 11.644, usercpu_time_millis_training: 225.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8934, kappa: 0.4333, kb_relative_information_score: 8317.5336, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8926, predictive_accuracy: 0.9055, prior_entropy: 0.5207, recall: 0.9055, relative_absolute_error: 0.6582, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.7861, scimark_benchmark: 1234.3467, usercpu_time_millis: 1337.942, usercpu_time_millis_testing: 57.212, usercpu_time_millis_training: 1280.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8991, kappa: 0.4801, kb_relative_information_score: 9068.6212, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8964, predictive_accuracy: 0.9064, prior_entropy: 0.5207, recall: 0.9064, relative_absolute_error: 0.6306, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7871, scimark_benchmark: 1193.9457, usercpu_time_millis: 7509.989, usercpu_time_millis_testing: 145.898, usercpu_time_millis_training: 7364.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.9012, kappa: 0.4937, kb_relative_information_score: 9170.2263, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.6296, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7824, scimark_benchmark: 1211.1645, usercpu_time_millis: 611.824, usercpu_time_millis_testing: 21.821, usercpu_time_millis_training: 590.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8877, kappa: 0.4087, kb_relative_information_score: 6047.4322, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.263, root_relative_squared_error: 0.8184, scimark_benchmark: 1208.8174, usercpu_time_millis: 2988.232, usercpu_time_millis_testing: 90.087, usercpu_time_millis_training: 2898.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8951, kappa: 0.455, kb_relative_information_score: 8878.7929, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8923, predictive_accuracy: 0.9038, prior_entropy: 0.5207, recall: 0.9038, relative_absolute_error: 0.6367, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2547, root_relative_squared_error: 0.7926, scimark_benchmark: 1185.7206, usercpu_time_millis: 50.669, usercpu_time_millis_testing: 2.674, usercpu_time_millis_training: 47.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.8533, kappa: 0.1599, kb_relative_information_score: 4013.5565, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8832, predictive_accuracy: 0.8921, prior_entropy: 0.5207, recall: 0.8921, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8365, scimark_benchmark: 1210.1389, usercpu_time_millis: 1496.499, usercpu_time_millis_testing: 107.748, usercpu_time_millis_training: 1388.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8282, kb_relative_information_score: -5.7996, mean_absolute_error: 0.1841, 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: 0.8909, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.9104, scimark_benchmark: 1178.5835, usercpu_time_millis: 51.585, usercpu_time_millis_testing: 3.683, usercpu_time_millis_training: 47.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8999, kappa: 0.4878, kb_relative_information_score: 8626.8353, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9061, prior_entropy: 0.5207, recall: 0.9061, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7871, scimark_benchmark: 1206.6744, usercpu_time_millis: 1306.529, usercpu_time_millis_testing: 34.143, usercpu_time_millis_training: 1272.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8282, kb_relative_information_score: 1702.3988, mean_absolute_error: 0.1692, 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: 0.8189, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.8645, scimark_benchmark: 1187.7823, usercpu_time_millis: 807.533, usercpu_time_millis_testing: 46.2, usercpu_time_millis_training: 761.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8945, kappa: 0.4451, kb_relative_information_score: 8341.8947, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8924, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7877, scimark_benchmark: 1200.9328, usercpu_time_millis: 505.628, usercpu_time_millis_testing: 29.991, usercpu_time_millis_training: 475.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.8825, kappa: 0.3619, kb_relative_information_score: 4707.8122, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8837, predictive_accuracy: 0.8999, prior_entropy: 0.5207, recall: 0.8999, relative_absolute_error: 0.7111, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8252, scimark_benchmark: 1186.4036, usercpu_time_millis: 3880.284, usercpu_time_millis_testing: 92.614, usercpu_time_millis_training: 3787.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8567, kappa: 0.1817, kb_relative_information_score: 4397.0928, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.8935, prior_entropy: 0.5207, recall: 0.8935, relative_absolute_error: 0.7625, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.267, root_relative_squared_error: 0.8308, scimark_benchmark: 1192.5394, usercpu_time_millis: 569.509, usercpu_time_millis_testing: 48.185, usercpu_time_millis_training: 521.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.8741, kappa: 0.3199, kb_relative_information_score: 3643.907, mean_absolute_error: 0.151, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8711, predictive_accuracy: 0.8916, prior_entropy: 0.5207, recall: 0.8916, relative_absolute_error: 0.7306, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.8411, scimark_benchmark: 1197.3487, usercpu_time_millis: 2810.227, usercpu_time_millis_testing: 51.069, usercpu_time_millis_training: 2759.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 5130.5486, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.8317, scimark_benchmark: 1198.0511, usercpu_time_millis: 1283.938, usercpu_time_millis_testing: 56.895, usercpu_time_millis_training: 1227.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.9007, kappa: 0.4905, kb_relative_information_score: 9545.3727, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.898, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6235, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7825, scimark_benchmark: 1206.6279, usercpu_time_millis: 4905.674, usercpu_time_millis_testing: 126.672, usercpu_time_millis_training: 4779.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8742, kappa: 0.3003, kb_relative_information_score: 4712.7116, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8831, predictive_accuracy: 0.8986, prior_entropy: 0.5207, recall: 0.8986, relative_absolute_error: 0.7264, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.8207, scimark_benchmark: 1207.9905, usercpu_time_millis: 1079.782, usercpu_time_millis_testing: 77.698, usercpu_time_millis_training: 1002.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8978, kappa: 0.4729, kb_relative_information_score: 8568.2084, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8949, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.6426, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.7916, scimark_benchmark: 1196.2059, usercpu_time_millis: 370.932, usercpu_time_millis_testing: 9.792, usercpu_time_millis_training: 361.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.9008, kappa: 0.4877, kb_relative_information_score: 8886.6861, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8982, predictive_accuracy: 0.9081, prior_entropy: 0.5207, recall: 0.9081, relative_absolute_error: 0.6375, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.783, scimark_benchmark: 1200.8808, usercpu_time_millis: 814.096, usercpu_time_millis_testing: 52.892, usercpu_time_millis_training: 761.204,

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)

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