OpenML
Supervised Classification on wilt

Supervised Classification on wilt

Task 9889 Supervised Classification wilt 59008 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9838, kappa: 0.8385, kb_relative_information_score: 3007.7762, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.4784, scimark_benchmark: 1795.5444, usercpu_time_millis: 8.879, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 8.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9373, kappa: 0.2438, kb_relative_information_score: 214.5348, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9561, predictive_accuracy: 0.9539, prior_entropy: 0.3037, recall: 0.9539, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.7821, scimark_benchmark: 1827.0167, usercpu_time_millis: 13.28, usercpu_time_millis_testing: 1.398, usercpu_time_millis_training: 11.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9832, kappa: 0.8319, kb_relative_information_score: 3001.365, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.983, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.4783, scimark_benchmark: 1853.6777, usercpu_time_millis: 17.127, usercpu_time_millis_testing: 0.939, usercpu_time_millis_training: 16.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9827, kappa: 0.8285, kb_relative_information_score: 2636.7326, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9825, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3057, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.5233, scimark_benchmark: 1865.0884, usercpu_time_millis: 49.198, usercpu_time_millis_testing: 1.891, usercpu_time_millis_training: 47.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.966, kappa: 0.6374, kb_relative_information_score: 989.9366, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9665, predictive_accuracy: 0.9692, prior_entropy: 0.3037, recall: 0.9692, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.7002, scimark_benchmark: 1845.2279, usercpu_time_millis: 12.189, usercpu_time_millis_testing: 0.74, usercpu_time_millis_training: 11.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9758, kappa: 0.7444, kb_relative_information_score: 2376.6475, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9767, predictive_accuracy: 0.9777, prior_entropy: 0.3037, recall: 0.9777, relative_absolute_error: 0.3761, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.5513, scimark_benchmark: 1810.3273, usercpu_time_millis: 5.646, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 5.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9784, kappa: 0.7737, kb_relative_information_score: 2601.7424, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9793, predictive_accuracy: 0.98, prior_entropy: 0.3037, recall: 0.98, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.12, root_relative_squared_error: 0.531, scimark_benchmark: 1831.2156, usercpu_time_millis: 15.217, usercpu_time_millis_testing: 1.37, usercpu_time_millis_training: 13.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9821, kappa: 0.8233, kb_relative_information_score: 2687.819, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.982, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.2921, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.5276, scimark_benchmark: 1859.3297, usercpu_time_millis: 48.509, usercpu_time_millis_testing: 1.935, usercpu_time_millis_training: 46.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9718, kappa: 0.6958, kb_relative_information_score: 2279.5414, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9741, predictive_accuracy: 0.9748, prior_entropy: 0.3037, recall: 0.9748, relative_absolute_error: 0.4366, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1307, root_relative_squared_error: 0.5785, scimark_benchmark: 1854.3365, usercpu_time_millis: 33.823, usercpu_time_millis_testing: 2.86, usercpu_time_millis_training: 30.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9707, kappa: 0.6864, kb_relative_information_score: 1690.0356, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9721, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4805, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.6194, scimark_benchmark: 1834.9712, usercpu_time_millis: 11.684, usercpu_time_millis_testing: 1.046, usercpu_time_millis_training: 10.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9845, kappa: 0.8463, kb_relative_information_score: 3051.2823, mean_absolute_error: 0.0249, 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: 0.2437, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4807, scimark_benchmark: 1871.5, usercpu_time_millis: 46.686, usercpu_time_millis_testing: 2.261, usercpu_time_millis_training: 44.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.9198, kb_relative_information_score: -3381.7838, mean_absolute_error: 0.0889, 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: 0.8699, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.8973, scimark_benchmark: 1876.6882, usercpu_time_millis: 7.391, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 7.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.9198, kb_relative_information_score: -1015.2537, mean_absolute_error: 0.0863, 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: 0.8447, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.87, scimark_benchmark: 1813.602, usercpu_time_millis: 9.095, usercpu_time_millis_testing: 1.145, usercpu_time_millis_training: 7.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9839, kappa: 0.8397, kb_relative_information_score: 3047.8506, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.4765, scimark_benchmark: 1811.8287, usercpu_time_millis: 7.474, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 7.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.9198, kb_relative_information_score: -1729.6869, mean_absolute_error: 0.0984, 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: 0.9626, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.9682, scimark_benchmark: 1856.0943, usercpu_time_millis: 9.014, usercpu_time_millis_testing: 0.809, usercpu_time_millis_training: 8.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9719, kappa: 0.7055, kb_relative_information_score: 1710.5075, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9722, predictive_accuracy: 0.974, prior_entropy: 0.3037, recall: 0.974, relative_absolute_error: 0.4508, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.6133, scimark_benchmark: 1820.9005, usercpu_time_millis: 11.097, usercpu_time_millis_testing: 0.645, usercpu_time_millis_training: 10.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9791, kappa: 0.7908, kb_relative_information_score: 2429.7432, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9788, predictive_accuracy: 0.9795, prior_entropy: 0.3037, recall: 0.9795, relative_absolute_error: 0.3474, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1239, root_relative_squared_error: 0.5486, scimark_benchmark: 1739.4245, usercpu_time_millis: 4.64, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 4.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9764, kappa: 0.7647, kb_relative_information_score: 2103.8595, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9761, predictive_accuracy: 0.9769, prior_entropy: 0.3037, recall: 0.9769, relative_absolute_error: 0.3955, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1338, root_relative_squared_error: 0.5922, scimark_benchmark: 1783.2706, usercpu_time_millis: 4.999, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 4.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9198, kb_relative_information_score: -3727.3212, mean_absolute_error: 0.0931, 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: 0.9111, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.931, scimark_benchmark: 1743.091, usercpu_time_millis: 2.953, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 2.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9826, kappa: 0.8279, kb_relative_information_score: 3202.6679, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9825, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.219, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.5074, scimark_benchmark: 1865.1205, usercpu_time_millis: 7.265, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 7.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9829, kappa: 0.8282, kb_relative_information_score: 2999.5345, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9827, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2639, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.4864, scimark_benchmark: 1826.627, usercpu_time_millis: 4.518, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 4.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9839, kappa: 0.8403, kb_relative_information_score: 3106.7206, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9838, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.4765, scimark_benchmark: 1874.977, usercpu_time_millis: 28.658, usercpu_time_millis_testing: 1.194, usercpu_time_millis_training: 27.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 4.5317, mean_absolute_error: 0.102, 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: 0.9982, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1801.5328, usercpu_time_millis: 6.597, usercpu_time_millis_testing: 1.121, usercpu_time_millis_training: 5.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9812, kappa: 0.8167, kb_relative_information_score: 2998.9302, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.9812, prior_entropy: 0.3037, recall: 0.9812, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.5274, scimark_benchmark: 1819.6317, usercpu_time_millis: 60.782, usercpu_time_millis_testing: 2.054, usercpu_time_millis_training: 58.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.941, kappa: 0.2965, kb_relative_information_score: 245.0603, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9558, predictive_accuracy: 0.9556, prior_entropy: 0.3037, recall: 0.9556, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.7756, scimark_benchmark: 1872.3546, usercpu_time_millis: 1.706, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 1.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9831, kappa: 0.8313, kb_relative_information_score: 2853.1234, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.983, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2805, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4905, scimark_benchmark: 1839.1476, usercpu_time_millis: 44.789, usercpu_time_millis_testing: 2.371, usercpu_time_millis_training: 42.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 4.1237, 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: 0.9983, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1854.7477, usercpu_time_millis: 4.397, usercpu_time_millis_testing: 0.776, usercpu_time_millis_training: 3.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.9198, kb_relative_information_score: 1.84, 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: 0.9988, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1796.4486, usercpu_time_millis: 7.46, usercpu_time_millis_testing: 1.008, usercpu_time_millis_training: 6.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9198, kb_relative_information_score: -2045.8893, mean_absolute_error: 0.0885, 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: 0.8662, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.8875, scimark_benchmark: 1835.226, usercpu_time_millis: 9.561, usercpu_time_millis_testing: 0.784, usercpu_time_millis_training: 8.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9198, kb_relative_information_score: -868.3196, mean_absolute_error: 0.0837, 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: 0.8192, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.8466, scimark_benchmark: 1866.1009, usercpu_time_millis: 7.025, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 6.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.9198, kb_relative_information_score: 5.6552, mean_absolute_error: 0.102, 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: 0.9977, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1871.7088, usercpu_time_millis: 2.677, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 2.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9697, kappa: 0.6703, kb_relative_information_score: 2005.4336, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9728, predictive_accuracy: 0.9733, prior_entropy: 0.3037, recall: 0.9733, relative_absolute_error: 0.4761, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.5983, scimark_benchmark: 1872.9496, usercpu_time_millis: 25.144, usercpu_time_millis_testing: 2.056, usercpu_time_millis_training: 23.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9843, kappa: 0.8445, kb_relative_information_score: 3039.6294, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2382, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.4821, scimark_benchmark: 1815.7632, usercpu_time_millis: 48.465, usercpu_time_millis_testing: 2.071, usercpu_time_millis_training: 46.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9767, kappa: 0.7654, kb_relative_information_score: 2113.8591, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9763, predictive_accuracy: 0.9773, prior_entropy: 0.3037, recall: 0.9773, relative_absolute_error: 0.3884, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1306, root_relative_squared_error: 0.5781, scimark_benchmark: 1845.8043, usercpu_time_millis: 34.964, usercpu_time_millis_testing: 1.535, usercpu_time_millis_training: 33.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9824, kappa: 0.824, kb_relative_information_score: 2624.5466, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9823, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.5177, scimark_benchmark: 1805.4682, usercpu_time_millis: 5.004, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 4.827,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9812, kappa: 0.8075, kb_relative_information_score: 2813.7156, mean_absolute_error: 0.0314, 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: 0.3074, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.4996, scimark_benchmark: 1789.8796, usercpu_time_millis: 15.626, usercpu_time_millis_testing: 1.123, usercpu_time_millis_training: 14.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.964, kappa: 0.5991, kb_relative_information_score: 1417.9794, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9692, prior_entropy: 0.3037, recall: 0.9692, relative_absolute_error: 0.5578, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.6556, scimark_benchmark: 1865.6164, usercpu_time_millis: 28.456, usercpu_time_millis_testing: 2.458, usercpu_time_millis_training: 25.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9711, kappa: 0.6876, kb_relative_information_score: 2279.279, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9733, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.4399, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.5805, scimark_benchmark: 1866.3381, usercpu_time_millis: 27.064, usercpu_time_millis_testing: 2.366, usercpu_time_millis_training: 24.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9198, kb_relative_information_score: -3343.2747, mean_absolute_error: 0.0906, 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: 0.8865, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.9096, scimark_benchmark: 1859.8018, usercpu_time_millis: 28.066, usercpu_time_millis_testing: 1.716, usercpu_time_millis_training: 26.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.98, kappa: 0.7944, kb_relative_information_score: 2730.4939, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9801, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.3222, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5083, scimark_benchmark: 1854.7742, usercpu_time_millis: 13.189, usercpu_time_millis_testing: 0.916, usercpu_time_millis_training: 12.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9746, kappa: 0.732, kb_relative_information_score: 2449.6198, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9755, predictive_accuracy: 0.9766, prior_entropy: 0.3037, recall: 0.9766, relative_absolute_error: 0.3852, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.125, root_relative_squared_error: 0.5534, scimark_benchmark: 1874.7852, usercpu_time_millis: 40.496, usercpu_time_millis_testing: 3.585, usercpu_time_millis_training: 36.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.981, kappa: 0.8064, kb_relative_information_score: 2871.9027, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.981, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.3059, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.5022, scimark_benchmark: 1864.2287, usercpu_time_millis: 24.319, usercpu_time_millis_testing: 1.861, usercpu_time_millis_training: 22.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.975, kappa: 0.7483, kb_relative_information_score: 2086.4393, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9746, predictive_accuracy: 0.9756, prior_entropy: 0.3037, recall: 0.9756, relative_absolute_error: 0.4051, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1327, root_relative_squared_error: 0.5875, scimark_benchmark: 1850.4889, usercpu_time_millis: 13.232, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 12.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9806, kappa: 0.8007, kb_relative_information_score: 2716.971, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9808, predictive_accuracy: 0.9816, prior_entropy: 0.3037, recall: 0.9816, relative_absolute_error: 0.3345, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.5105, scimark_benchmark: 1875.4086, usercpu_time_millis: 27.764, usercpu_time_millis_testing: 1.721, usercpu_time_millis_training: 26.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9835, kappa: 0.8355, kb_relative_information_score: 3025.6709, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9834, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.477, scimark_benchmark: 1874.977, usercpu_time_millis: 8.663, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 8.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9804, kappa: 0.808, kb_relative_information_score: 2466.467, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9804, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3299, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.551, scimark_benchmark: 1872.9496, usercpu_time_millis: 9.609, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 9.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9816, kappa: 0.8145, kb_relative_information_score: 2987.0933, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9815, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.2805, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.5, scimark_benchmark: 1868.9276, usercpu_time_millis: 25.973, usercpu_time_millis_testing: 1.565, usercpu_time_millis_training: 24.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.9638, kappa: 0.6035, kb_relative_information_score: 819.5962, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9663, predictive_accuracy: 0.9684, prior_entropy: 0.3037, recall: 0.9684, relative_absolute_error: 0.6547, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.167, root_relative_squared_error: 0.7392, scimark_benchmark: 1854.5934, usercpu_time_millis: 17.171, usercpu_time_millis_testing: 1.005, usercpu_time_millis_training: 16.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9714, kappa: 0.7073, kb_relative_information_score: 2025.5622, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.971, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.4244, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.6013, scimark_benchmark: 1859.7417, usercpu_time_millis: 25.877, usercpu_time_millis_testing: 1.103, usercpu_time_millis_training: 24.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9826, kappa: 0.8273, kb_relative_information_score: 2715.4166, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9825, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.2951, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.5168, scimark_benchmark: 1836.4758, usercpu_time_millis: 50.599, usercpu_time_millis_testing: 2.297, usercpu_time_millis_training: 48.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9655, kappa: 0.617, kb_relative_information_score: 1711.461, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9704, predictive_accuracy: 0.9704, prior_entropy: 0.3037, recall: 0.9704, relative_absolute_error: 0.5285, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.636, scimark_benchmark: 1873.4078, usercpu_time_millis: 6.476, usercpu_time_millis_testing: 0.582, usercpu_time_millis_training: 5.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9607, kappa: 0.5635, kb_relative_information_score: 704.3107, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9641, predictive_accuracy: 0.9663, prior_entropy: 0.3037, recall: 0.9663, relative_absolute_error: 0.6606, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.7421, scimark_benchmark: 787.678, usercpu_time_millis: 12.37, usercpu_time_millis_testing: 0.595, usercpu_time_millis_training: 11.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9839, kappa: 0.8397, kb_relative_information_score: 3038.4302, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2436, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.4774, scimark_benchmark: 1793.5694, usercpu_time_millis: 45.007, usercpu_time_millis_testing: 2.156, usercpu_time_millis_training: 42.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9729, kappa: 0.7172, kb_relative_information_score: 1970.652, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9731, predictive_accuracy: 0.9748, prior_entropy: 0.3037, recall: 0.9748, relative_absolute_error: 0.4371, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1332, root_relative_squared_error: 0.5899, scimark_benchmark: 1844.31, usercpu_time_millis: 11.22, usercpu_time_millis_testing: 0.568, usercpu_time_millis_training: 10.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.978, kappa: 0.7806, kb_relative_information_score: 2224.534, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9777, predictive_accuracy: 0.9783, prior_entropy: 0.3037, recall: 0.9783, relative_absolute_error: 0.3746, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.5648, scimark_benchmark: 1815.6879, usercpu_time_millis: 30.345, usercpu_time_millis_testing: 1.284, usercpu_time_millis_training: 29.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.98, kappa: 0.7952, kb_relative_information_score: 2788.8281, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9801, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.3143, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.5023, scimark_benchmark: 1816.9462, usercpu_time_millis: 28.32, usercpu_time_millis_testing: 2.162, usercpu_time_millis_training: 26.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9832, kappa: 0.8305, kb_relative_information_score: 2944.9402, mean_absolute_error: 0.0287, 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: 0.2805, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.11, root_relative_squared_error: 0.4871, scimark_benchmark: 1843.3161, usercpu_time_millis: 29.304, usercpu_time_millis_testing: 1.948, usercpu_time_millis_training: 27.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9833, kappa: 0.835, kb_relative_information_score: 2859.5006, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9832, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2666, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.4954, scimark_benchmark: 1802.9355, usercpu_time_millis: 42.325, usercpu_time_millis_testing: 1.671, usercpu_time_millis_training: 40.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9719, kappa: 0.7062, kb_relative_information_score: 1836.8987, mean_absolute_error: 0.0438, 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: 0.4282, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.6013, scimark_benchmark: 1856.0789, usercpu_time_millis: 27.388, usercpu_time_millis_testing: 1.728, usercpu_time_millis_training: 25.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9839, kappa: 0.8397, kb_relative_information_score: 3084.2963, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.4836, scimark_benchmark: 786.1414, usercpu_time_millis: 12.398, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 12.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9717, kappa: 0.6953, kb_relative_information_score: 2299.6169, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9736, predictive_accuracy: 0.9746, prior_entropy: 0.3037, recall: 0.9746, relative_absolute_error: 0.4322, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.5759, scimark_benchmark: 1818.6527, usercpu_time_millis: 35.773, usercpu_time_millis_testing: 3.188, usercpu_time_millis_training: 32.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9816, kappa: 0.8119, kb_relative_information_score: 2846.5761, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9817, predictive_accuracy: 0.9824, prior_entropy: 0.3037, recall: 0.9824, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.5034, scimark_benchmark: 1862.1102, usercpu_time_millis: 19.196, usercpu_time_millis_testing: 1.189, usercpu_time_millis_training: 18.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9832, kappa: 0.8332, kb_relative_information_score: 2621.3902, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.3108, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.5196, scimark_benchmark: 1872.1996, usercpu_time_millis: 19.553, usercpu_time_millis_testing: 0.801, usercpu_time_millis_training: 18.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9653, kappa: 0.6172, kb_relative_information_score: 1607.4131, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9692, predictive_accuracy: 0.97, prior_entropy: 0.3037, recall: 0.97, relative_absolute_error: 0.5299, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.6365, scimark_benchmark: 1871.0721, usercpu_time_millis: 20.152, usercpu_time_millis_testing: 1.744, usercpu_time_millis_training: 18.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9612, kappa: 0.5628, kb_relative_information_score: 1465.8905, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9677, predictive_accuracy: 0.9676, prior_entropy: 0.3037, recall: 0.9676, relative_absolute_error: 0.5729, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.6668, scimark_benchmark: 1871.1584, usercpu_time_millis: 17.827, usercpu_time_millis_testing: 2.085, usercpu_time_millis_training: 15.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9841, kappa: 0.8421, kb_relative_information_score: 2883.1384, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2677, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.4938, scimark_benchmark: 1847.1697, usercpu_time_millis: 8.425, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 8.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9756, kappa: 0.7521, kb_relative_information_score: 2087.3232, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9752, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1305, root_relative_squared_error: 0.5779, scimark_benchmark: 1792.7569, usercpu_time_millis: 36.001, usercpu_time_millis_testing: 1.962, usercpu_time_millis_training: 34.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.9198, kb_relative_information_score: -2294.6957, mean_absolute_error: 0.0897, 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: 0.8775, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.8971, scimark_benchmark: 1877.2162, usercpu_time_millis: 3.383, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 3.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9821, kappa: 0.8195, kb_relative_information_score: 2743.1236, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.982, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.2983, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.5058, scimark_benchmark: 1875.7685, usercpu_time_millis: 2.485, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 2.395,

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