OpenML
Supervised Classification on wilt

Supervised Classification on wilt

Task 9889 Supervised Classification wilt 59008 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

59008 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9837, kappa: 0.8367, kb_relative_information_score: 3186.5294, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.4888, scimark_benchmark: 1280.1889, usercpu_time_millis: 86.977, usercpu_time_millis_testing: 3.877, usercpu_time_millis_training: 83.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9805, kappa: 0.7975, kb_relative_information_score: 2404.551, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9809, predictive_accuracy: 0.9816, prior_entropy: 0.3037, recall: 0.9816, relative_absolute_error: 0.3622, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.5354, scimark_benchmark: 1298.2083, usercpu_time_millis: 79.373, usercpu_time_millis_testing: 4.665, usercpu_time_millis_training: 74.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9719, kappa: 0.6985, kb_relative_information_score: 2403.1272, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9739, predictive_accuracy: 0.9748, prior_entropy: 0.3037, recall: 0.9748, relative_absolute_error: 0.421, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.5735, scimark_benchmark: 1282.1375, usercpu_time_millis: 182.644, usercpu_time_millis_testing: 13.675, usercpu_time_millis_training: 168.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9681, kappa: 0.6572, kb_relative_information_score: 1037.7733, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9693, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.698, scimark_benchmark: 1281.4392, usercpu_time_millis: 12.153, usercpu_time_millis_testing: 0.871, usercpu_time_millis_training: 11.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9846, kappa: 0.8469, kb_relative_information_score: 3179.138, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9845, predictive_accuracy: 0.9849, prior_entropy: 0.3037, recall: 0.9849, relative_absolute_error: 0.2277, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.4797, scimark_benchmark: 1287.2173, usercpu_time_millis: 96.154, usercpu_time_millis_testing: 2.874, usercpu_time_millis_training: 93.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.9198, kb_relative_information_score: -2621.1514, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.8939, scimark_benchmark: 1277.3459, usercpu_time_millis: 87.095, usercpu_time_millis_testing: 7.254, usercpu_time_millis_training: 79.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.9577, kappa: 0.5246, kb_relative_information_score: 314.8026, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9622, predictive_accuracy: 0.9645, prior_entropy: 0.3037, recall: 0.9645, relative_absolute_error: 0.6767, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.7511, scimark_benchmark: 1296.4928, usercpu_time_millis: 2.013, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 1.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9827, kappa: 0.8317, kb_relative_information_score: 2941.6642, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9828, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.5149, scimark_benchmark: 1286.7966, usercpu_time_millis: 40.351, usercpu_time_millis_testing: 1.298, usercpu_time_millis_training: 39.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9753, kappa: 0.7425, kb_relative_information_score: 2098.1217, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9755, predictive_accuracy: 0.9769, prior_entropy: 0.3037, recall: 0.9769, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.5627, scimark_benchmark: 1294.0781, usercpu_time_millis: 89.843, usercpu_time_millis_testing: 4.88, usercpu_time_millis_training: 84.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9827, kappa: 0.8242, kb_relative_information_score: 2859.1339, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2776, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4896, scimark_benchmark: 1271.1553, usercpu_time_millis: 142.609, usercpu_time_millis_testing: 7.588, usercpu_time_millis_training: 135.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9727, kappa: 0.7249, kb_relative_information_score: 2010.9812, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9723, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4346, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.6158, scimark_benchmark: 1284.2205, usercpu_time_millis: 24.109, usercpu_time_millis_testing: 1.136, usercpu_time_millis_training: 22.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9567, kappa: 0.5041, kb_relative_information_score: 1513.4258, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9652, predictive_accuracy: 0.9647, prior_entropy: 0.3037, recall: 0.9647, relative_absolute_error: 0.577, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.6893, scimark_benchmark: 1298.3037, usercpu_time_millis: 22.669, usercpu_time_millis_testing: 2.025, usercpu_time_millis_training: 20.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9575, kappa: 0.5183, kb_relative_information_score: 830.3175, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9641, predictive_accuracy: 0.9649, prior_entropy: 0.3037, recall: 0.9649, relative_absolute_error: 0.6412, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.7166, scimark_benchmark: 1296.194, usercpu_time_millis: 21.273, usercpu_time_millis_testing: 1.59, usercpu_time_millis_training: 19.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9819, kappa: 0.82, kb_relative_information_score: 2428.8463, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9817, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.3315, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.5436, scimark_benchmark: 1292.5672, usercpu_time_millis: 65.814, usercpu_time_millis_testing: 2.249, usercpu_time_millis_training: 63.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9744, kappa: 0.7421, kb_relative_information_score: 2089.8763, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.974, predictive_accuracy: 0.9752, prior_entropy: 0.3037, recall: 0.9752, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.5865, scimark_benchmark: 1293.0735, usercpu_time_millis: 128.784, usercpu_time_millis_testing: 5.027, usercpu_time_millis_training: 123.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9778, kappa: 0.7748, kb_relative_information_score: 2156.6975, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9775, predictive_accuracy: 0.9785, prior_entropy: 0.3037, recall: 0.9785, relative_absolute_error: 0.3739, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.5625, scimark_benchmark: 1268.8736, usercpu_time_millis: 72.71, usercpu_time_millis_testing: 3.435, usercpu_time_millis_training: 69.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9829, kappa: 0.8315, kb_relative_information_score: 3282.5258, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.5158, scimark_benchmark: 1300.5979, usercpu_time_millis: 293.727, usercpu_time_millis_testing: 10.011, usercpu_time_millis_training: 283.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9726, kappa: 0.7053, kb_relative_information_score: 2096.0249, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9747, predictive_accuracy: 0.9754, prior_entropy: 0.3037, recall: 0.9754, relative_absolute_error: 0.4441, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.132, root_relative_squared_error: 0.5842, scimark_benchmark: 1269.7662, usercpu_time_millis: 20.916, usercpu_time_millis_testing: 1.538, usercpu_time_millis_training: 19.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.976, kappa: 0.7462, kb_relative_information_score: 2340.4609, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.977, predictive_accuracy: 0.9779, prior_entropy: 0.3037, recall: 0.9779, relative_absolute_error: 0.3852, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.5496, scimark_benchmark: 1298.3358, usercpu_time_millis: 98.519, usercpu_time_millis_testing: 7.426, usercpu_time_millis_training: 91.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9198, kb_relative_information_score: -15.7753, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1294.9063, usercpu_time_millis: 43.235, usercpu_time_millis_testing: 5.418, usercpu_time_millis_training: 37.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9697, kappa: 0.6688, kb_relative_information_score: 2233.0685, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.973, predictive_accuracy: 0.9733, prior_entropy: 0.3037, recall: 0.9733, relative_absolute_error: 0.4508, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.5946, scimark_benchmark: 1294.8911, usercpu_time_millis: 121.606, usercpu_time_millis_testing: 9.799, usercpu_time_millis_training: 111.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9644, kappa: 0.6105, kb_relative_information_score: 800.2652, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9667, predictive_accuracy: 0.9688, prior_entropy: 0.3037, recall: 0.9688, relative_absolute_error: 0.6281, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.7179, scimark_benchmark: 1286.6391, usercpu_time_millis: 8.522, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 8.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.9198, kb_relative_information_score: -984.6126, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8644, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.8821, scimark_benchmark: 1271.2236, usercpu_time_millis: 30.715, usercpu_time_millis_testing: 3.286, usercpu_time_millis_training: 27.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.983, kappa: 0.8272, kb_relative_information_score: 2654.9118, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.3193, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.5086, scimark_benchmark: 1277.6836, usercpu_time_millis: 67.619, usercpu_time_millis_testing: 2.87, usercpu_time_millis_training: 64.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9198, kb_relative_information_score: -220.5661, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.8217, scimark_benchmark: 1286.9152, usercpu_time_millis: 67.403, usercpu_time_millis_testing: 6.304, usercpu_time_millis_training: 61.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9833, kappa: 0.8318, kb_relative_information_score: 3111.9768, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4851, scimark_benchmark: 1277.3455, usercpu_time_millis: 15.501, usercpu_time_millis_testing: 0.636, usercpu_time_millis_training: 14.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.971, kappa: 0.6949, kb_relative_information_score: 1404.1207, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9712, predictive_accuracy: 0.9731, prior_entropy: 0.3037, recall: 0.9731, relative_absolute_error: 0.4657, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.6361, scimark_benchmark: 1301.2271, usercpu_time_millis: 13.256, usercpu_time_millis_testing: 0.66, usercpu_time_millis_training: 12.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9834, kappa: 0.8343, kb_relative_information_score: 2750.8458, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9832, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.2858, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.5038, scimark_benchmark: 1283.6582, usercpu_time_millis: 29.574, usercpu_time_millis_testing: 0.671, usercpu_time_millis_training: 28.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9747, kappa: 0.7315, kb_relative_information_score: 2124.5179, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9759, predictive_accuracy: 0.9769, prior_entropy: 0.3037, recall: 0.9769, relative_absolute_error: 0.4206, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1286, root_relative_squared_error: 0.5693, scimark_benchmark: 1296.5182, usercpu_time_millis: 142.639, usercpu_time_millis_testing: 7.749, usercpu_time_millis_training: 134.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.981, kappa: 0.8036, kb_relative_information_score: 2778.5978, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.5049, scimark_benchmark: 1278.5283, usercpu_time_millis: 39.799, usercpu_time_millis_testing: 2.118, usercpu_time_millis_training: 37.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.967, kappa: 0.6348, kb_relative_information_score: 1835.3654, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9714, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5088, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.6239, scimark_benchmark: 1277.7575, usercpu_time_millis: 87.953, usercpu_time_millis_testing: 6.915, usercpu_time_millis_training: 81.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9721, kappa: 0.711, kb_relative_information_score: 1932.5363, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9719, predictive_accuracy: 0.9738, prior_entropy: 0.3037, recall: 0.9738, relative_absolute_error: 0.4379, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.5992, scimark_benchmark: 1287.5064, usercpu_time_millis: 35.609, usercpu_time_millis_testing: 1.785, usercpu_time_millis_training: 33.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9802, kappa: 0.7939, kb_relative_information_score: 2656.4606, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9807, predictive_accuracy: 0.9814, prior_entropy: 0.3037, recall: 0.9814, relative_absolute_error: 0.3365, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.5168, scimark_benchmark: 1287.852, usercpu_time_millis: 72.585, usercpu_time_millis_testing: 4.361, usercpu_time_millis_training: 68.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9575, kappa: 0.5183, kb_relative_information_score: 724.4425, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9641, predictive_accuracy: 0.9649, prior_entropy: 0.3037, recall: 0.9649, relative_absolute_error: 0.6461, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.7235, scimark_benchmark: 1285.5266, usercpu_time_millis: 69.818, usercpu_time_millis_testing: 5.028, usercpu_time_millis_training: 64.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9802, kappa: 0.7997, kb_relative_information_score: 2297.8539, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.98, predictive_accuracy: 0.9808, prior_entropy: 0.3037, recall: 0.9808, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.123, root_relative_squared_error: 0.5446, scimark_benchmark: 1289.2868, usercpu_time_millis: 12.553, usercpu_time_millis_testing: 1.216, usercpu_time_millis_training: 11.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9703, kappa: 0.678, kb_relative_information_score: 2013.9973, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9727, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.455, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.5913, scimark_benchmark: 1294.2378, usercpu_time_millis: 95.214, usercpu_time_millis_testing: 5.925, usercpu_time_millis_training: 89.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9846, kappa: 0.8458, kb_relative_information_score: 3147.0789, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9845, predictive_accuracy: 0.9849, prior_entropy: 0.3037, recall: 0.9849, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1072, root_relative_squared_error: 0.4744, scimark_benchmark: 1279.6683, usercpu_time_millis: 172.024, usercpu_time_millis_testing: 6.635, usercpu_time_millis_training: 165.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9767, kappa: 0.7716, kb_relative_information_score: 2261.5128, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9767, predictive_accuracy: 0.9766, prior_entropy: 0.3037, recall: 0.9766, relative_absolute_error: 0.3732, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.5948, scimark_benchmark: 1278.9759, usercpu_time_millis: 50.755, usercpu_time_millis_testing: 2.117, usercpu_time_millis_training: 48.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9821, kappa: 0.8178, kb_relative_information_score: 2656.0695, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.115, root_relative_squared_error: 0.5093, scimark_benchmark: 1279.5428, usercpu_time_millis: 157.212, usercpu_time_millis_testing: 9.292, usercpu_time_millis_training: 147.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9844, kappa: 0.844, kb_relative_information_score: 3079.968, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9843, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.108, root_relative_squared_error: 0.478, scimark_benchmark: 1275.3457, usercpu_time_millis: 145.701, usercpu_time_millis_testing: 6.219, usercpu_time_millis_training: 139.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9734, kappa: 0.7235, kb_relative_information_score: 1896.5824, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9733, predictive_accuracy: 0.975, prior_entropy: 0.3037, recall: 0.975, relative_absolute_error: 0.418, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.5935, scimark_benchmark: 1293.6949, usercpu_time_millis: 128.383, usercpu_time_millis_testing: 7.167, usercpu_time_millis_training: 121.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9791, kappa: 0.7812, kb_relative_information_score: 2488.0926, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.98, predictive_accuracy: 0.9806, prior_entropy: 0.3037, recall: 0.9806, relative_absolute_error: 0.3723, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1213, root_relative_squared_error: 0.537, scimark_benchmark: 1295.1898, usercpu_time_millis: 132.798, usercpu_time_millis_testing: 8.441, usercpu_time_millis_training: 124.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9678, kappa: 0.6643, kb_relative_information_score: 775.0413, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9673, predictive_accuracy: 0.9698, prior_entropy: 0.3037, recall: 0.9698, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.166, root_relative_squared_error: 0.7347, scimark_benchmark: 1272.5991, usercpu_time_millis: 11.539, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 10.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.9566, kappa: 0.506, kb_relative_information_score: 558.1146, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9634, predictive_accuracy: 0.9642, prior_entropy: 0.3037, recall: 0.9642, relative_absolute_error: 0.6652, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.7388, scimark_benchmark: 1296.7212, usercpu_time_millis: 52.468, usercpu_time_millis_testing: 3.439, usercpu_time_millis_training: 49.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9713, kappa: 0.6885, kb_relative_information_score: 2259.6643, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9742, predictive_accuracy: 0.9746, prior_entropy: 0.3037, recall: 0.9746, relative_absolute_error: 0.4454, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.5869, scimark_benchmark: 1269.4816, usercpu_time_millis: 88.921, usercpu_time_millis_testing: 6.398, usercpu_time_millis_training: 82.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9845, kappa: 0.8446, kb_relative_information_score: 3051.8643, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9844, predictive_accuracy: 0.9849, prior_entropy: 0.3037, recall: 0.9849, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1072, root_relative_squared_error: 0.4745, scimark_benchmark: 1277.8026, usercpu_time_millis: 84.61, usercpu_time_millis_testing: 3.122, usercpu_time_millis_training: 81.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9708, kappa: 0.6923, kb_relative_information_score: 1675.602, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9712, predictive_accuracy: 0.9731, prior_entropy: 0.3037, recall: 0.9731, relative_absolute_error: 0.4748, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.6215, scimark_benchmark: 1267.9647, usercpu_time_millis: 64.563, usercpu_time_millis_testing: 3.815, usercpu_time_millis_training: 60.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9835, kappa: 0.8336, kb_relative_information_score: 2868.9372, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9835, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2868, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4894, scimark_benchmark: 1300.2259, usercpu_time_millis: 15.851, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 15.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9739, kappa: 0.7276, kb_relative_information_score: 1972.5591, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9741, predictive_accuracy: 0.9756, prior_entropy: 0.3037, recall: 0.9756, relative_absolute_error: 0.4251, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1317, root_relative_squared_error: 0.5831, scimark_benchmark: 1298.1342, usercpu_time_millis: 137.744, usercpu_time_millis_testing: 7.467, usercpu_time_millis_training: 130.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9655, kappa: 0.626, kb_relative_information_score: 1016.5404, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9672, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.5874, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.6935, scimark_benchmark: 1283.8961, usercpu_time_millis: 12.271, usercpu_time_millis_testing: 0.689, usercpu_time_millis_training: 11.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.983, kappa: 0.8294, kb_relative_information_score: 2778.6094, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9829, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2845, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.4999, scimark_benchmark: 1304.978, usercpu_time_millis: 7.876, usercpu_time_millis_testing: 0.821, usercpu_time_millis_training: 7.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9739, kappa: 0.7225, kb_relative_information_score: 1968.4165, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9752, predictive_accuracy: 0.9762, prior_entropy: 0.3037, recall: 0.9762, relative_absolute_error: 0.4134, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.5826, scimark_benchmark: 1300.5256, usercpu_time_millis: 1.702, usercpu_time_millis_testing: -0.373, usercpu_time_millis_training: 2.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9845, kappa: 0.8463, kb_relative_information_score: 3096.7252, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9844, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2393, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.4819, scimark_benchmark: 1278.1108, usercpu_time_millis: 200.272, usercpu_time_millis_testing: 8.415, usercpu_time_millis_training: 191.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9844, kappa: 0.844, kb_relative_information_score: 3088.2189, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9843, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.4733, scimark_benchmark: 1297.3056, usercpu_time_millis: 119.204, usercpu_time_millis_testing: 4.267, usercpu_time_millis_training: 114.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9829, kappa: 0.8303, kb_relative_information_score: 2749.5036, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9827, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.2792, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.516, scimark_benchmark: 1292.5056, usercpu_time_millis: 172.238, usercpu_time_millis_testing: 6.248, usercpu_time_millis_training: 165.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9804, kappa: 0.7958, kb_relative_information_score: 2641.8231, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.981, predictive_accuracy: 0.9816, prior_entropy: 0.3037, recall: 0.9816, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.5226, scimark_benchmark: 1287.1125, usercpu_time_millis: 34.804, usercpu_time_millis_testing: 1.333, usercpu_time_millis_training: 33.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9843, kappa: 0.8422, kb_relative_information_score: 2973.0924, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.108, root_relative_squared_error: 0.4781, scimark_benchmark: 1292.9036, usercpu_time_millis: 176.792, usercpu_time_millis_testing: 7.787, usercpu_time_millis_training: 169.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9381, kappa: 0.2551, kb_relative_information_score: 196.013, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9564, predictive_accuracy: 0.9543, prior_entropy: 0.3037, recall: 0.9543, relative_absolute_error: 0.7219, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.7763, scimark_benchmark: 1282.253, usercpu_time_millis: 52.402, usercpu_time_millis_testing: 2.567, usercpu_time_millis_training: 49.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.964, kappa: 0.6052, kb_relative_information_score: 820.3116, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9666, predictive_accuracy: 0.9686, prior_entropy: 0.3037, recall: 0.9686, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.165, root_relative_squared_error: 0.7305, scimark_benchmark: 1271.222, usercpu_time_millis: 79.023, usercpu_time_millis_testing: 4.666, usercpu_time_millis_training: 74.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.9198, kb_relative_information_score: -1447.2613, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8576, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.8778, scimark_benchmark: 1303.1514, usercpu_time_millis: 3.439, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 3.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9833, kappa: 0.8311, kb_relative_information_score: 2978.2597, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9833, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2794, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4848, scimark_benchmark: 1273.4912, usercpu_time_millis: 124.975, usercpu_time_millis_testing: 6.084, usercpu_time_millis_training: 118.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.982, kappa: 0.8167, kb_relative_information_score: 3030.7854, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.2762, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.5011, scimark_benchmark: 1299.8053, usercpu_time_millis: 228.857, usercpu_time_millis_testing: 11.127, usercpu_time_millis_training: 217.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.982, kappa: 0.8167, kb_relative_information_score: 3045.8435, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.501, scimark_benchmark: 1279.8713, usercpu_time_millis: 114.174, usercpu_time_millis_testing: 6.422, usercpu_time_millis_training: 107.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9826, kappa: 0.8235, kb_relative_information_score: 2966.2667, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2849, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.4867, scimark_benchmark: 1286.6521, usercpu_time_millis: 164.997, usercpu_time_millis_testing: 8.255, usercpu_time_millis_training: 156.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9843, kappa: 0.8428, kb_relative_information_score: 3093.2372, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.4815, scimark_benchmark: 1296.0072, usercpu_time_millis: 67.802, usercpu_time_millis_testing: 3.299, usercpu_time_millis_training: 64.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9813, kappa: 0.8116, kb_relative_information_score: 2693.1364, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9811, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.2809, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1178, root_relative_squared_error: 0.5213, scimark_benchmark: 1292.0626, usercpu_time_millis: 1.54, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 1.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9846, kappa: 0.8464, kb_relative_information_score: 3051.6225, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9845, predictive_accuracy: 0.9849, prior_entropy: 0.3037, recall: 0.9849, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.4769, scimark_benchmark: 1286.5911, usercpu_time_millis: 122.81, usercpu_time_millis_testing: 5.047, usercpu_time_millis_training: 117.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9791, kappa: 0.7838, kb_relative_information_score: 2597.2126, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9795, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3301, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.5244, scimark_benchmark: 1298.7301, usercpu_time_millis: 93.271, usercpu_time_millis_testing: 6.899, usercpu_time_millis_training: 86.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.945, kappa: 0.3519, kb_relative_information_score: 262.1035, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9574, predictive_accuracy: 0.9576, prior_entropy: 0.3037, recall: 0.9576, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.174, root_relative_squared_error: 0.7704, scimark_benchmark: 1281.078, usercpu_time_millis: 2.779, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9692, kappa: 0.6636, kb_relative_information_score: 2006.0813, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9724, predictive_accuracy: 0.9729, prior_entropy: 0.3037, recall: 0.9729, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.5939, scimark_benchmark: 1297.096, usercpu_time_millis: 66.308, usercpu_time_millis_testing: 4.322, usercpu_time_millis_training: 61.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9651, kappa: 0.6191, kb_relative_information_score: 988.7182, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9675, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.6018, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.16, root_relative_squared_error: 0.7085, scimark_benchmark: 1284.4236, usercpu_time_millis: 52.764, usercpu_time_millis_testing: 3.677, usercpu_time_millis_training: 49.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9839, kappa: 0.8379, kb_relative_information_score: 3087.528, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9838, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2598, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.4785, scimark_benchmark: 1277.3783, usercpu_time_millis: 12.856, usercpu_time_millis_testing: 0.532, usercpu_time_millis_training: 12.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9803, kappa: 0.8059, kb_relative_information_score: 2504.5309, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9802, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.5474, scimark_benchmark: 1269.2036, usercpu_time_millis: 6.419, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 6.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9733, kappa: 0.7133, kb_relative_information_score: 2198.5274, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9755, predictive_accuracy: 0.976, prior_entropy: 0.3037, recall: 0.976, relative_absolute_error: 0.4319, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1306, root_relative_squared_error: 0.5783, scimark_benchmark: 1287.0036, usercpu_time_millis: 73.94, usercpu_time_millis_testing: 6.493, usercpu_time_millis_training: 67.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9847, kappa: 0.8481, kb_relative_information_score: 3100.7636, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9846, predictive_accuracy: 0.9849, prior_entropy: 0.3037, recall: 0.9849, relative_absolute_error: 0.2358, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.4793, scimark_benchmark: 1292.0992, usercpu_time_millis: 231.136, usercpu_time_millis_testing: 6.526, usercpu_time_millis_training: 224.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9848, kappa: 0.8482, kb_relative_information_score: 2954.3747, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9847, predictive_accuracy: 0.9851, prior_entropy: 0.3037, recall: 0.9851, relative_absolute_error: 0.2627, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4852, scimark_benchmark: 1281.0124, usercpu_time_millis: 23.297, usercpu_time_millis_testing: 0.458, usercpu_time_millis_training: 22.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9819, kappa: 0.8134, kb_relative_information_score: 2598.3682, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3412, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.5217, scimark_benchmark: 1283.5475, usercpu_time_millis: 175.783, usercpu_time_millis_testing: 10.642, usercpu_time_millis_training: 165.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.9198, kb_relative_information_score: -1715.6171, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9255, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.9356, scimark_benchmark: 1292.8679, usercpu_time_millis: 65.844, usercpu_time_millis_testing: 7.027, usercpu_time_millis_training: 58.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9827, kappa: 0.8249, kb_relative_information_score: 2863.5097, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2845, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4896, scimark_benchmark: 1293.8895, usercpu_time_millis: 74.607, usercpu_time_millis_testing: 3.027, usercpu_time_millis_training: 71.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.982, kappa: 0.8149, kb_relative_information_score: 2885.8019, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.5034, scimark_benchmark: 1289.9698, usercpu_time_millis: 104.833, usercpu_time_millis_testing: 6.627, usercpu_time_millis_training: 98.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.97, kappa: 0.6736, kb_relative_information_score: 2024.7991, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.973, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4687, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.6047, scimark_benchmark: 1288.6738, usercpu_time_millis: 65.084, usercpu_time_millis_testing: 4.099, usercpu_time_millis_training: 60.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9815, kappa: 0.8097, kb_relative_information_score: 2834.8885, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9818, predictive_accuracy: 0.9824, prior_entropy: 0.3037, recall: 0.9824, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.4996, scimark_benchmark: 1281.2164, usercpu_time_millis: 89.542, usercpu_time_millis_testing: 4.552, usercpu_time_millis_training: 84.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9831, kappa: 0.8286, kb_relative_information_score: 2855.1907, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.279, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.4902, scimark_benchmark: 1299.6627, usercpu_time_millis: 133.976, usercpu_time_millis_testing: 8.178, usercpu_time_millis_training: 125.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9849, kappa: 0.8499, kb_relative_information_score: 3181.3386, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9848, predictive_accuracy: 0.9851, prior_entropy: 0.3037, recall: 0.9851, relative_absolute_error: 0.2253, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.4873, scimark_benchmark: 1298.9192, usercpu_time_millis: 79.206, usercpu_time_millis_testing: 2.197, usercpu_time_millis_training: 77.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9596, kappa: 0.5439, kb_relative_information_score: 830.6533, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9659, predictive_accuracy: 0.9663, prior_entropy: 0.3037, recall: 0.9663, relative_absolute_error: 0.6403, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.7163, scimark_benchmark: 1295.6068, usercpu_time_millis: 38.075, usercpu_time_millis_testing: 2.653, usercpu_time_millis_training: 35.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9841, kappa: 0.8403, kb_relative_information_score: 3005.9032, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.4788, scimark_benchmark: 1289.302, usercpu_time_millis: 33.15, usercpu_time_millis_testing: 1.521, usercpu_time_millis_training: 31.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9785, kappa: 0.7792, kb_relative_information_score: 2202.8984, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9785, predictive_accuracy: 0.9795, prior_entropy: 0.3037, recall: 0.9795, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1261, root_relative_squared_error: 0.5581, scimark_benchmark: 1289.2506, usercpu_time_millis: 178.214, usercpu_time_millis_testing: 9.661, usercpu_time_millis_training: 168.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9786, kappa: 0.7895, kb_relative_information_score: 2298.2603, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9785, predictive_accuracy: 0.9787, prior_entropy: 0.3037, recall: 0.9787, relative_absolute_error: 0.3577, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.5646, scimark_benchmark: 1263.3177, usercpu_time_millis: 132.232, usercpu_time_millis_testing: 5.749, usercpu_time_millis_training: 126.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9653, kappa: 0.6226, kb_relative_information_score: 971.8926, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9673, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.6972, scimark_benchmark: 1283.834, usercpu_time_millis: 80.859, usercpu_time_millis_testing: 5.568, usercpu_time_millis_training: 75.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9674, kappa: 0.6477, kb_relative_information_score: 1264.87, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9689, predictive_accuracy: 0.9709, prior_entropy: 0.3037, recall: 0.9709, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.666, scimark_benchmark: 1287.8846, usercpu_time_millis: 111.741, usercpu_time_millis_testing: 7.942, usercpu_time_millis_training: 103.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9839, kappa: 0.8379, kb_relative_information_score: 3034.0668, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9838, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.4755, scimark_benchmark: 1291.1044, usercpu_time_millis: 151.437, usercpu_time_millis_testing: 7.786, usercpu_time_millis_training: 143.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9698, kappa: 0.6718, kb_relative_information_score: 2124.2863, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9727, predictive_accuracy: 0.9733, prior_entropy: 0.3037, recall: 0.9733, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.59, scimark_benchmark: 1300.4223, usercpu_time_millis: 70.934, usercpu_time_millis_testing: 5.79, usercpu_time_millis_training: 65.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9405, kappa: 0.2882, kb_relative_information_score: 429.2424, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9576, predictive_accuracy: 0.9556, prior_entropy: 0.3037, recall: 0.9556, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.7634, scimark_benchmark: 1279.2509, usercpu_time_millis: 15.517, usercpu_time_millis_testing: 1.187, usercpu_time_millis_training: 14.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9824, kappa: 0.821, kb_relative_information_score: 2732.7082, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9824, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.3068, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.5034, scimark_benchmark: 1274.0033, usercpu_time_millis: 183.177, usercpu_time_millis_testing: 8.888, usercpu_time_millis_training: 174.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9837, kappa: 0.8367, kb_relative_information_score: 2737.3241, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2839, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.5067, scimark_benchmark: 1297.7002, usercpu_time_millis: 2.678, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 2.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9821, kappa: 0.8178, kb_relative_information_score: 2805.1727, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.2915, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.4968, scimark_benchmark: 1295.9544, usercpu_time_millis: 84.942, usercpu_time_millis_testing: 3.881, usercpu_time_millis_training: 81.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9787, kappa: 0.7784, kb_relative_information_score: 2736.3743, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9794, predictive_accuracy: 0.9802, prior_entropy: 0.3037, recall: 0.9802, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.5226, scimark_benchmark: 1289.3233, usercpu_time_millis: 35.277, usercpu_time_millis_testing: 2.111, usercpu_time_millis_training: 33.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9851, kappa: 0.8511, kb_relative_information_score: 3078.8647, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9849, predictive_accuracy: 0.9853, prior_entropy: 0.3037, recall: 0.9853, relative_absolute_error: 0.2387, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.108, root_relative_squared_error: 0.4781, scimark_benchmark: 1277.929, usercpu_time_millis: 30.981, usercpu_time_millis_testing: 1.645, usercpu_time_millis_training: 29.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9735, kappa: 0.7207, kb_relative_information_score: 2054.5325, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9742, predictive_accuracy: 0.9756, prior_entropy: 0.3037, recall: 0.9756, relative_absolute_error: 0.4126, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.5706, scimark_benchmark: 1298.3645, usercpu_time_millis: 74.506, usercpu_time_millis_testing: 5.298, usercpu_time_millis_training: 69.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9729, kappa: 0.7097, kb_relative_information_score: 2339.3758, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9748, predictive_accuracy: 0.9756, prior_entropy: 0.3037, recall: 0.9756, relative_absolute_error: 0.4232, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.5758, scimark_benchmark: 1264.0258, usercpu_time_millis: 64.16, usercpu_time_millis_testing: 4.353, usercpu_time_millis_training: 59.807,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs