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: 0.9895, f_measure: 0.9836, kappa: 0.8361, kb_relative_information_score: 2911.0736, mean_absolute_error: 0.0277, 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: 0.2707, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.4856, scimark_benchmark: 1744.6804, usercpu_time_millis: 26.024, usercpu_time_millis_testing: 1.416, usercpu_time_millis_training: 24.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9575, kappa: 0.515, kb_relative_information_score: 736.8867, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9652, predictive_accuracy: 0.9651, prior_entropy: 0.3037, recall: 0.9651, relative_absolute_error: 0.6068, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.706, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.449, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9757, kappa: 0.7418, kb_relative_information_score: 2316.103, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9773, predictive_accuracy: 0.9779, prior_entropy: 0.3037, recall: 0.9779, relative_absolute_error: 0.407, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1262, root_relative_squared_error: 0.5588, scimark_benchmark: 1869.1727, usercpu_time_millis: 11.533, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 10.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9836, kappa: 0.8374, kb_relative_information_score: 2995.2969, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9835, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2539, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4812, scimark_benchmark: 1871.2001, usercpu_time_millis: 18.977, usercpu_time_millis_testing: 0.853, usercpu_time_millis_training: 18.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9822, kappa: 0.8185, kb_relative_information_score: 2862.6975, mean_absolute_error: 0.0301, 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: 0.2949, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.5009, scimark_benchmark: 1750.7876, usercpu_time_millis: 22.806, usercpu_time_millis_testing: 1.193, usercpu_time_millis_training: 21.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9792, kappa: 0.7847, kb_relative_information_score: 2528.6986, mean_absolute_error: 0.0353, 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: 0.3457, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.5284, scimark_benchmark: 1748.7675, usercpu_time_millis: 22.568, usercpu_time_millis_testing: 1.885, usercpu_time_millis_training: 20.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9705, kappa: 0.6812, kb_relative_information_score: 2008.8956, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9729, predictive_accuracy: 0.9738, prior_entropy: 0.3037, recall: 0.9738, relative_absolute_error: 0.4597, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.5967, scimark_benchmark: 1865.3572, usercpu_time_millis: 1.865, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9843, kappa: 0.8433, kb_relative_information_score: 3045.4216, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9841, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.249, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.4757, scimark_benchmark: 1868.2531, usercpu_time_millis: 24.179, usercpu_time_millis_testing: 0.993, usercpu_time_millis_training: 23.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9825, kappa: 0.8215, kb_relative_information_score: 2828.3841, mean_absolute_error: 0.0316, 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: 0.3095, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1139, root_relative_squared_error: 0.5041, scimark_benchmark: 1870.1619, usercpu_time_millis: 8.633, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 8.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9843, kappa: 0.8439, kb_relative_information_score: 3029.3569, mean_absolute_error: 0.025, 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: 0.2448, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.4787, scimark_benchmark: 1872.9496, usercpu_time_millis: 13.769, usercpu_time_millis_testing: 0.463, usercpu_time_millis_training: 13.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9693, kappa: 0.6652, kb_relative_information_score: 2035.9304, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9722, predictive_accuracy: 0.9729, prior_entropy: 0.3037, recall: 0.9729, relative_absolute_error: 0.4745, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.135, root_relative_squared_error: 0.5978, scimark_benchmark: 1871.5019, usercpu_time_millis: 24.66, usercpu_time_millis_testing: 2.166, usercpu_time_millis_training: 22.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9827, kappa: 0.8256, kb_relative_information_score: 2872.5506, mean_absolute_error: 0.0298, 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: 0.2918, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4896, scimark_benchmark: 1868.1196, usercpu_time_millis: 26.434, usercpu_time_millis_testing: 1.497, usercpu_time_millis_training: 24.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9644, kappa: 0.6044, kb_relative_information_score: 1680.6959, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9693, predictive_accuracy: 0.9696, prior_entropy: 0.3037, recall: 0.9696, relative_absolute_error: 0.5364, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.6424, scimark_benchmark: 1871.0879, usercpu_time_millis: 21.805, usercpu_time_millis_testing: 2.185, usercpu_time_millis_training: 19.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9841, kappa: 0.8421, kb_relative_information_score: 3045.63, mean_absolute_error: 0.0254, 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: 0.2488, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.4753, scimark_benchmark: 1816.9868, usercpu_time_millis: 1.158, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 1.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9794, kappa: 0.7865, kb_relative_information_score: 2572.5076, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9797, predictive_accuracy: 0.9806, prior_entropy: 0.3037, recall: 0.9806, relative_absolute_error: 0.3479, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.5243, scimark_benchmark: 1868.1305, usercpu_time_millis: 25.391, usercpu_time_millis_testing: 1.995, usercpu_time_millis_training: 23.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9745, kappa: 0.728, kb_relative_information_score: 2252.7642, mean_absolute_error: 0.043, 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: 0.421, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.5682, scimark_benchmark: 1754.4555, usercpu_time_millis: 27.52, usercpu_time_millis_testing: 2.142, usercpu_time_millis_training: 25.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9824, kappa: 0.8217, kb_relative_information_score: 2868.5095, mean_absolute_error: 0.0301, 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: 0.2946, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.5013, scimark_benchmark: 1877.2162, usercpu_time_millis: 13.064, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 12.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.971, kappa: 0.6862, kb_relative_information_score: 2137.5432, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9734, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1319, root_relative_squared_error: 0.5837, scimark_benchmark: 1875.0498, usercpu_time_millis: 13.907, usercpu_time_millis_testing: 1.154, usercpu_time_millis_training: 12.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9839, kappa: 0.8379, kb_relative_information_score: 2946.8307, mean_absolute_error: 0.0284, 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: 0.2782, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.4838, scimark_benchmark: 1876.6882, usercpu_time_millis: 26.457, usercpu_time_millis_testing: 1.3, usercpu_time_millis_training: 25.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9813, kappa: 0.809, kb_relative_information_score: 2667.4704, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9812, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3111, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.5126, scimark_benchmark: 1872.8797, usercpu_time_millis: 19.738, usercpu_time_millis_testing: 1.316, usercpu_time_millis_training: 18.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9819, kappa: 0.817, kb_relative_information_score: 2794.901, mean_absolute_error: 0.0292, 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: 0.286, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.4974, scimark_benchmark: 1871.2001, usercpu_time_millis: 13.797, usercpu_time_millis_testing: 0.743, usercpu_time_millis_training: 13.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9686, kappa: 0.6569, kb_relative_information_score: 1979.3427, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.972, predictive_accuracy: 0.9725, prior_entropy: 0.3037, recall: 0.9725, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.6046, scimark_benchmark: 1872.9496, usercpu_time_millis: 28.409, usercpu_time_millis_testing: 2.638, usercpu_time_millis_training: 25.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9832, kappa: 0.8305, kb_relative_information_score: 2872.3052, mean_absolute_error: 0.029, 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: 0.2837, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.4883, scimark_benchmark: 1872.9719, usercpu_time_millis: 21.467, usercpu_time_millis_testing: 1.248, usercpu_time_millis_training: 20.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9634, kappa: 0.5915, kb_relative_information_score: 1604.5856, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 0.3037, recall: 0.969, relative_absolute_error: 0.5532, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.6536, scimark_benchmark: 1870.557, usercpu_time_millis: 20.465, usercpu_time_millis_testing: 2.324, usercpu_time_millis_training: 18.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9833, kappa: 0.8331, kb_relative_information_score: 2844.6684, mean_absolute_error: 0.029, 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: 0.2838, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.4942, scimark_benchmark: 1874.5188, usercpu_time_millis: 2.174, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 2.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9846, kappa: 0.8474, kb_relative_information_score: 3013.9772, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9845, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2418, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.4836, scimark_benchmark: 1872.9496, usercpu_time_millis: 14.706, usercpu_time_millis_testing: 0.54, usercpu_time_millis_training: 14.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9818, kappa: 0.8148, kb_relative_information_score: 2726.8642, mean_absolute_error: 0.0316, 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: 0.3092, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.5055, scimark_benchmark: 1873.4078, usercpu_time_millis: 18.104, usercpu_time_millis_testing: 1.139, usercpu_time_millis_training: 16.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9837, kappa: 0.8373, kb_relative_information_score: 2955.3165, mean_absolute_error: 0.0272, 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: 0.2661, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.4818, scimark_benchmark: 1873.4078, usercpu_time_millis: 10.215, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 9.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9688, kappa: 0.6587, kb_relative_information_score: 1958.1892, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9723, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.487, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.137, root_relative_squared_error: 0.6066, scimark_benchmark: 1875.0498, usercpu_time_millis: 24.711, usercpu_time_millis_testing: 2.286, usercpu_time_millis_training: 22.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9806, kappa: 0.8007, kb_relative_information_score: 2707.9086, mean_absolute_error: 0.0338, 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: 0.331, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.5128, scimark_benchmark: 1873.4078, usercpu_time_millis: 1.794, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 1.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9845, kappa: 0.8457, kb_relative_information_score: 2979.8003, mean_absolute_error: 0.0258, 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: 0.2524, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.4799, scimark_benchmark: 1865.8853, usercpu_time_millis: 13.958, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 13.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9843, kappa: 0.8451, kb_relative_information_score: 3035.7197, mean_absolute_error: 0.0244, 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: 0.1093, root_relative_squared_error: 0.4837, scimark_benchmark: 1865.6428, usercpu_time_millis: 30.535, usercpu_time_millis_testing: 1.203, usercpu_time_millis_training: 29.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9843, kappa: 0.8451, kb_relative_information_score: 3113.7344, mean_absolute_error: 0.0238, 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: 0.2324, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.109, root_relative_squared_error: 0.4827, scimark_benchmark: 1863.9794, usercpu_time_millis: 29.991, usercpu_time_millis_testing: 1.168, usercpu_time_millis_training: 28.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9573, kappa: 0.5125, kb_relative_information_score: 1266.646, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9656, predictive_accuracy: 0.9651, prior_entropy: 0.3037, recall: 0.9651, relative_absolute_error: 0.6053, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.6933, scimark_benchmark: 1823.238, usercpu_time_millis: 6.514, usercpu_time_millis_testing: 0.635, usercpu_time_millis_training: 5.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.964, kappa: 0.5989, kb_relative_information_score: 1593.8043, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9693, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.5504, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.6525, scimark_benchmark: 1870.557, usercpu_time_millis: 11.401, usercpu_time_millis_testing: 1.097, usercpu_time_millis_training: 10.304,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9826, kappa: 0.8229, kb_relative_information_score: 2854.6578, mean_absolute_error: 0.0303, 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: 0.2966, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.5013, scimark_benchmark: 1873.4078, usercpu_time_millis: 6.855, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 6.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9832, kappa: 0.8312, kb_relative_information_score: 2887.6446, mean_absolute_error: 0.0292, 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: 0.286, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.4881, scimark_benchmark: 1846.0549, usercpu_time_millis: 13.941, usercpu_time_millis_testing: 0.737, usercpu_time_millis_training: 13.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9786, kappa: 0.7747, kb_relative_information_score: 2489.4189, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9796, predictive_accuracy: 0.9802, prior_entropy: 0.3037, recall: 0.9802, relative_absolute_error: 0.3783, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.5388, scimark_benchmark: 1869.7037, usercpu_time_millis: 7.684, usercpu_time_millis_testing: 0.534, usercpu_time_millis_training: 7.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9771, kappa: 0.7598, kb_relative_information_score: 2433.1321, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9778, predictive_accuracy: 0.9787, prior_entropy: 0.3037, recall: 0.9787, relative_absolute_error: 0.3738, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.5413, scimark_benchmark: 1875.4449, usercpu_time_millis: 19.672, usercpu_time_millis_testing: 1.724, usercpu_time_millis_training: 17.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9809, kappa: 0.8033, kb_relative_information_score: 2751.0323, mean_absolute_error: 0.0338, 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: 0.3304, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.5088, scimark_benchmark: 1869.1029, usercpu_time_millis: 19.573, usercpu_time_millis_testing: 1.156, usercpu_time_millis_training: 18.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9764, kappa: 0.7533, kb_relative_information_score: 2418.2334, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.977, predictive_accuracy: 0.9781, prior_entropy: 0.3037, recall: 0.9781, relative_absolute_error: 0.3646, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.5422, scimark_benchmark: 1877.7472, usercpu_time_millis: 11.53, usercpu_time_millis_testing: 0.964, usercpu_time_millis_training: 10.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.9722, kappa: 0.7084, kb_relative_information_score: 1148.1283, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9724, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.6725, scimark_benchmark: 1758.1969, usercpu_time_millis: 0.253, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9783, kappa: 0.7738, kb_relative_information_score: 2499.3976, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9789, predictive_accuracy: 0.9797, prior_entropy: 0.3037, recall: 0.9797, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.5334, scimark_benchmark: 1869.1727, usercpu_time_millis: 22.96, usercpu_time_millis_testing: 1.906, usercpu_time_millis_training: 21.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9709, kappa: 0.6848, kb_relative_information_score: 2102.9024, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9735, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.4601, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.133, root_relative_squared_error: 0.5886, scimark_benchmark: 1833.4081, usercpu_time_millis: 17.546, usercpu_time_millis_testing: 1.402, usercpu_time_millis_training: 16.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9837, kappa: 0.8367, kb_relative_information_score: 2971.4155, mean_absolute_error: 0.0274, 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: 0.2684, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.4838, scimark_benchmark: 1873.4078, usercpu_time_millis: 32.133, usercpu_time_millis_testing: 1.624, usercpu_time_millis_training: 30.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9773, kappa: 0.7637, kb_relative_information_score: 2453.3589, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9777, predictive_accuracy: 0.9787, prior_entropy: 0.3037, recall: 0.9787, relative_absolute_error: 0.347, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1213, root_relative_squared_error: 0.5369, scimark_benchmark: 1870.4887, usercpu_time_millis: 8.153, usercpu_time_millis_testing: 0.669, usercpu_time_millis_training: 7.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9793, kappa: 0.7856, kb_relative_information_score: 2582.784, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9798, predictive_accuracy: 0.9806, prior_entropy: 0.3037, recall: 0.9806, relative_absolute_error: 0.3473, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.5244, scimark_benchmark: 1752.3878, usercpu_time_millis: 5.431, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 5.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9777, kappa: 0.7673, kb_relative_information_score: 2399.9471, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9782, predictive_accuracy: 0.9791, prior_entropy: 0.3037, recall: 0.9791, relative_absolute_error: 0.3524, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.541, scimark_benchmark: 1754.3505, usercpu_time_millis: 2.722, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 2.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9832, kappa: 0.8339, kb_relative_information_score: 3083.261, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2289, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.4927, scimark_benchmark: 1872.1262, usercpu_time_millis: 30.293, usercpu_time_millis_testing: 1.062, usercpu_time_millis_training: 29.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.984, kappa: 0.8409, kb_relative_information_score: 3058.8405, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9839, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.4772, scimark_benchmark: 1872.4881, usercpu_time_millis: 1.619, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9669, kappa: 0.6347, kb_relative_information_score: 1801.4571, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9708, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.503, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.6212, scimark_benchmark: 1875.375, usercpu_time_millis: 1.881, usercpu_time_millis_testing: 0.125, usercpu_time_millis_training: 1.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9692, kappa: 0.6636, kb_relative_information_score: 2001.732, mean_absolute_error: 0.0489, 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: 0.4784, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.6014, scimark_benchmark: 1842.0305, usercpu_time_millis: 16.198, usercpu_time_millis_testing: 1.556, usercpu_time_millis_training: 14.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9843, kappa: 0.8433, kb_relative_information_score: 2962.7561, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9841, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2559, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4806, scimark_benchmark: 1871.2001, usercpu_time_millis: 28.976, usercpu_time_millis_testing: 1.327, usercpu_time_millis_training: 27.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.979, kappa: 0.7811, kb_relative_information_score: 2622.6415, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9796, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3554, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.5235, scimark_benchmark: 1869.6309, usercpu_time_millis: 11.298, usercpu_time_millis_testing: 0.764, usercpu_time_millis_training: 10.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9809, kappa: 0.8049, kb_relative_information_score: 2667.7557, mean_absolute_error: 0.0325, 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: 0.3176, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.5105, scimark_benchmark: 1754.0053, usercpu_time_millis: 2.197, usercpu_time_millis_testing: 0.116, usercpu_time_millis_training: 2.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9813, kappa: 0.8078, kb_relative_information_score: 2737.4007, mean_absolute_error: 0.0338, 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: 0.3304, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.115, root_relative_squared_error: 0.509, scimark_benchmark: 1873.4078, usercpu_time_millis: 29.646, usercpu_time_millis_testing: 1.827, usercpu_time_millis_training: 27.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9764, kappa: 0.7522, kb_relative_information_score: 2357.0086, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9771, predictive_accuracy: 0.9781, prior_entropy: 0.3037, recall: 0.9781, relative_absolute_error: 0.3759, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.5478, scimark_benchmark: 1877.7472, usercpu_time_millis: 1.52, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 1.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9718, kappa: 0.6958, kb_relative_information_score: 2077.5054, mean_absolute_error: 0.0468, 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: 0.458, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.594, scimark_benchmark: 1755.2707, usercpu_time_millis: 7.504, usercpu_time_millis_testing: 0.709, usercpu_time_millis_training: 6.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9837, kappa: 0.8361, kb_relative_information_score: 2949.6844, mean_absolute_error: 0.0279, 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: 0.2731, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4847, scimark_benchmark: 1875.5079, usercpu_time_millis: 22.918, usercpu_time_millis_testing: 1.318, usercpu_time_millis_training: 21.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9673, kappa: 0.64, kb_relative_information_score: 1838.7629, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9714, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.5085, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1407, root_relative_squared_error: 0.6231, scimark_benchmark: 1873.4078, usercpu_time_millis: 23.218, usercpu_time_millis_testing: 2.387, usercpu_time_millis_training: 20.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9838, kappa: 0.8373, kb_relative_information_score: 2939.3996, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2757, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4852, scimark_benchmark: 1869.6309, usercpu_time_millis: 29.979, usercpu_time_millis_testing: 1.596, usercpu_time_millis_training: 28.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9829, kappa: 0.8274, kb_relative_information_score: 2818.6628, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9828, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.299, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.495, scimark_benchmark: 1874.977, usercpu_time_millis: 33.415, usercpu_time_millis_testing: 2.063, usercpu_time_millis_training: 31.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9665, kappa: 0.6295, kb_relative_information_score: 1831.0785, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9708, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.5102, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.6235, scimark_benchmark: 1845.5548, usercpu_time_millis: 21.877, usercpu_time_millis_testing: 2.093, usercpu_time_millis_training: 19.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9845, kappa: 0.8468, kb_relative_information_score: 3088.8158, mean_absolute_error: 0.0242, 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: 0.2363, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4814, scimark_benchmark: 1865.3572, usercpu_time_millis: 41.106, usercpu_time_millis_testing: 1.686, usercpu_time_millis_training: 39.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9832, kappa: 0.8312, kb_relative_information_score: 2991.6159, mean_absolute_error: 0.0275, 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: 0.269, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4806, scimark_benchmark: 1869.1727, usercpu_time_millis: 41.376, usercpu_time_millis_testing: 2.066, usercpu_time_millis_training: 39.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9696, kappa: 0.67, kb_relative_information_score: 2046.7706, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9723, predictive_accuracy: 0.9731, prior_entropy: 0.3037, recall: 0.9731, relative_absolute_error: 0.4656, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.5945, scimark_benchmark: 1874.5958, usercpu_time_millis: 29.566, usercpu_time_millis_testing: 2.585, usercpu_time_millis_training: 26.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9813, kappa: 0.8097, kb_relative_information_score: 2827.5736, mean_absolute_error: 0.0308, 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: 0.3013, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.4943, scimark_benchmark: 1874.977, usercpu_time_millis: 34.174, usercpu_time_millis_testing: 2.159, usercpu_time_millis_training: 32.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.984, kappa: 0.8403, kb_relative_information_score: 3021.5629, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9839, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2593, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.482, scimark_benchmark: 1874.977, usercpu_time_millis: 10.245, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 9.852,

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

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