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: 0.9855, f_measure: 0.9711, kappa: 0.6931, kb_relative_information_score: 1928.595, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9718, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4463, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.591, scimark_benchmark: 1846.8726, usercpu_time_millis: 2.269, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 2.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9826, kappa: 0.8235, kb_relative_information_score: 2889.0734, mean_absolute_error: 0.0299, 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: 0.292, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.489, scimark_benchmark: 1743.7249, usercpu_time_millis: 15.298, usercpu_time_millis_testing: 0.692, usercpu_time_millis_training: 14.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9826, kappa: 0.8266, kb_relative_information_score: 2416.8852, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9824, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.122, root_relative_squared_error: 0.5402, scimark_benchmark: 1851.1764, usercpu_time_millis: 40.575, usercpu_time_millis_testing: 1.328, usercpu_time_millis_training: 39.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.961, kappa: 0.5642, kb_relative_information_score: 1027.2535, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9657, predictive_accuracy: 0.9669, prior_entropy: 0.3037, recall: 0.9669, relative_absolute_error: 0.6129, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.6959, scimark_benchmark: 1804.3826, usercpu_time_millis: 25.018, usercpu_time_millis_testing: 2.07, usercpu_time_millis_training: 22.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9828, kappa: 0.8247, kb_relative_information_score: 2821.667, mean_absolute_error: 0.0309, 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: 0.3025, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.4948, scimark_benchmark: 1730.4027, usercpu_time_millis: 13.762, usercpu_time_millis_testing: 0.675, usercpu_time_millis_training: 13.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.9198, kb_relative_information_score: 5.1084, 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: 0.9979, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1802.2705, usercpu_time_millis: 1.297, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 1.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.9465, kappa: 0.3805, kb_relative_information_score: -111.2008, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9524, predictive_accuracy: 0.9572, prior_entropy: 0.3037, recall: 0.9572, relative_absolute_error: 0.7055, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.7776, scimark_benchmark: 1803.0207, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.971, kappa: 0.6961, kb_relative_information_score: 1710.5784, mean_absolute_error: 0.0481, 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: 0.4708, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.6191, scimark_benchmark: 1863.4543, usercpu_time_millis: 11.38, usercpu_time_millis_testing: 0.575, usercpu_time_millis_training: 10.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.9682, kappa: 0.6724, kb_relative_information_score: 833.3632, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9676, predictive_accuracy: 0.9698, prior_entropy: 0.3037, recall: 0.9698, relative_absolute_error: 0.5838, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.7232, scimark_benchmark: 1747.4929, usercpu_time_millis: 35.342, usercpu_time_millis_testing: 1.454, usercpu_time_millis_training: 33.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9827, kappa: 0.8242, kb_relative_information_score: 2759.4771, mean_absolute_error: 0.0306, 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: 0.299, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.5, scimark_benchmark: 1865.6428, usercpu_time_millis: 25.966, usercpu_time_millis_testing: 1.301, usercpu_time_millis_training: 24.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9775, kappa: 0.7634, kb_relative_information_score: 2294.8056, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9783, predictive_accuracy: 0.9791, prior_entropy: 0.3037, recall: 0.9791, relative_absolute_error: 0.3912, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.125, root_relative_squared_error: 0.5533, scimark_benchmark: 1704.0537, usercpu_time_millis: 49.314, usercpu_time_millis_testing: 6.949, usercpu_time_millis_training: 42.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9819, kappa: 0.8152, kb_relative_information_score: 3014.4662, mean_absolute_error: 0.0286, 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: 0.2795, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.4996, scimark_benchmark: 1799.7944, usercpu_time_millis: 30.715, usercpu_time_millis_testing: 1.376, usercpu_time_millis_training: 29.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9715, kappa: 0.7096, kb_relative_information_score: 2056.5109, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9711, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.6007, scimark_benchmark: 1741.388, usercpu_time_millis: 11.072, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 10.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9651, kappa: 0.6135, kb_relative_information_score: 1437.0603, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9696, predictive_accuracy: 0.97, prior_entropy: 0.3037, recall: 0.97, relative_absolute_error: 0.5529, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.6533, scimark_benchmark: 1853.3889, usercpu_time_millis: 5.141, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 4.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, f_measure: 0.9198, kb_relative_information_score: -2096.5282, mean_absolute_error: 0.0991, 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: 0.969, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9738, scimark_benchmark: 1767.7417, usercpu_time_millis: 1.068, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9733, kappa: 0.7195, kb_relative_information_score: 1959.274, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9736, predictive_accuracy: 0.9752, prior_entropy: 0.3037, recall: 0.9752, relative_absolute_error: 0.4149, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1313, root_relative_squared_error: 0.5813, scimark_benchmark: 1791.1178, usercpu_time_millis: 11.112, usercpu_time_millis_testing: 0.803, usercpu_time_millis_training: 10.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9837, kappa: 0.8386, kb_relative_information_score: 3211.9608, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2243, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4897, scimark_benchmark: 1885.3493, usercpu_time_millis: 30.825, usercpu_time_millis_testing: 0.871, usercpu_time_millis_training: 29.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.9198, kb_relative_information_score: -3.8309, mean_absolute_error: 0.0787, 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: 0.7698, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.8089, scimark_benchmark: 2036.9597, usercpu_time_millis: 3.824, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 3.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 5.255, 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: 0.9979, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1905.9038, usercpu_time_millis: 5.35, usercpu_time_millis_testing: 1.015, usercpu_time_millis_training: 4.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.9198, kb_relative_information_score: -18.2674, 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: 0.9992, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1823.1197, usercpu_time_millis: 4.074, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 3.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9834, kappa: 0.8336, kb_relative_information_score: 2812.2815, mean_absolute_error: 0.0292, 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: 0.2854, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.4955, scimark_benchmark: 1882.2658, usercpu_time_millis: 3.98, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 3.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9661, kappa: 0.6294, kb_relative_information_score: 1442.4453, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9702, prior_entropy: 0.3037, recall: 0.9702, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.6472, scimark_benchmark: 1891.3884, usercpu_time_millis: 18.76, usercpu_time_millis_testing: 1.153, usercpu_time_millis_training: 17.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9814, kappa: 0.8093, kb_relative_information_score: 2934.9638, mean_absolute_error: 0.0307, 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: 0.3005, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.5021, scimark_benchmark: 2066.301, usercpu_time_millis: 14.397, usercpu_time_millis_testing: 0.673, usercpu_time_millis_training: 13.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9701, kappa: 0.6877, kb_relative_information_score: 1629.7047, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.97, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.141, root_relative_squared_error: 0.6241, scimark_benchmark: 1824.3242, usercpu_time_millis: 1.184, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9804, kappa: 0.8087, kb_relative_information_score: 2497.6323, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9805, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3279, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.5523, scimark_benchmark: 1859.3013, usercpu_time_millis: 27.249, usercpu_time_millis_testing: 0.986, usercpu_time_millis_training: 26.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9796, kappa: 0.7876, kb_relative_information_score: 2712.6456, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9804, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.3383, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1176, root_relative_squared_error: 0.5208, scimark_benchmark: 1879.9866, usercpu_time_millis: 8.938, usercpu_time_millis_testing: 0.637, usercpu_time_millis_training: 8.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9693, kappa: 0.6788, kb_relative_information_score: 1340.1002, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9692, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5118, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.6579, scimark_benchmark: 1982.406, usercpu_time_millis: 30.943, usercpu_time_millis_testing: 1.568, usercpu_time_millis_training: 29.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9751, kappa: 0.7347, kb_relative_information_score: 2434.8981, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.977, predictive_accuracy: 0.9775, prior_entropy: 0.3037, recall: 0.9775, relative_absolute_error: 0.4045, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.5627, scimark_benchmark: 1810.4862, usercpu_time_millis: 13.942, usercpu_time_millis_testing: 1.252, usercpu_time_millis_training: 12.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9831, kappa: 0.8327, kb_relative_information_score: 2836.0972, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.983, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2736, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.5072, scimark_benchmark: 2072.7989, usercpu_time_millis: 14.098, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 13.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9822, kappa: 0.8208, kb_relative_information_score: 2526.5358, mean_absolute_error: 0.0342, 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: 0.3346, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.533, scimark_benchmark: 1752.2927, usercpu_time_millis: 34.597, usercpu_time_millis_testing: 1.387, usercpu_time_millis_training: 33.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9706, kappa: 0.6927, kb_relative_information_score: 1632.3255, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9707, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.4556, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.6201, scimark_benchmark: 1934.4833, usercpu_time_millis: 26.857, usercpu_time_millis_testing: 1.423, usercpu_time_millis_training: 25.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9837, kappa: 0.8373, kb_relative_information_score: 2770.9026, mean_absolute_error: 0.0289, 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: 0.2823, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.5, scimark_benchmark: 1944.8013, usercpu_time_millis: 28.745, usercpu_time_millis_testing: 1.034, usercpu_time_millis_training: 27.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.9198, kb_relative_information_score: -1448.2018, mean_absolute_error: 0.0813, 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: 0.7956, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.188, root_relative_squared_error: 0.8324, scimark_benchmark: 1861.8965, usercpu_time_millis: 6.354, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 6.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9807, kappa: 0.801, kb_relative_information_score: 2624.836, 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: 0.3311, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.514, scimark_benchmark: 1837.1277, usercpu_time_millis: 19.308, usercpu_time_millis_testing: 1.068, usercpu_time_millis_training: 18.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9838, kappa: 0.8385, kb_relative_information_score: 3059.222, mean_absolute_error: 0.0256, 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: 0.2502, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.4944, scimark_benchmark: 1740.2225, usercpu_time_millis: 53.289, usercpu_time_millis_testing: 1.978, usercpu_time_millis_training: 51.311,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9685, kappa: 0.6708, kb_relative_information_score: 1476.2815, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9683, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.5118, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.6494, scimark_benchmark: 1735.7783, usercpu_time_millis: 24.486, usercpu_time_millis_testing: 1.295, usercpu_time_millis_training: 23.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9746, kappa: 0.7346, kb_relative_information_score: 2101.237, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9751, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.4028, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.128, root_relative_squared_error: 0.5664, scimark_benchmark: 1743.483, usercpu_time_millis: 28.951, usercpu_time_millis_testing: 1.712, usercpu_time_millis_training: 27.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9714, kappa: 0.6975, kb_relative_information_score: 1478.6679, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.972, predictive_accuracy: 0.9738, prior_entropy: 0.3037, recall: 0.9738, relative_absolute_error: 0.4637, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.6317, scimark_benchmark: 1746.2876, usercpu_time_millis: 11.51, usercpu_time_millis_testing: 0.752, usercpu_time_millis_training: 10.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.983, kappa: 0.8308, kb_relative_information_score: 2732.0328, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9828, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2837, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.5149, scimark_benchmark: 1744.9666, usercpu_time_millis: 4.698, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 4.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9818, kappa: 0.8145, kb_relative_information_score: 2796.141, mean_absolute_error: 0.0299, 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: 0.2925, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.4969, scimark_benchmark: 1744.5659, usercpu_time_millis: 3.966, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 3.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9843, kappa: 0.8428, kb_relative_information_score: 2988.5646, mean_absolute_error: 0.0263, 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: 0.2569, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.4773, scimark_benchmark: 1753.1351, usercpu_time_millis: 21.02, usercpu_time_millis_testing: 0.905, usercpu_time_millis_training: 20.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.9198, kb_relative_information_score: -757.0313, mean_absolute_error: 0.0924, 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: 0.9042, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.9135, scimark_benchmark: 1747.4929, usercpu_time_millis: 9.264, usercpu_time_millis_testing: 0.862, usercpu_time_millis_training: 8.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9817, kappa: 0.8141, kb_relative_information_score: 2695.0218, mean_absolute_error: 0.0308, 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: 0.3016, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.5104, scimark_benchmark: 1740.0449, usercpu_time_millis: 2.526, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 2.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9713, kappa: 0.7031, kb_relative_information_score: 1933.5956, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.971, predictive_accuracy: 0.9729, prior_entropy: 0.3037, recall: 0.9729, relative_absolute_error: 0.4385, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.6006, scimark_benchmark: 1743.2043, usercpu_time_millis: 34.863, usercpu_time_millis_testing: 1.698, usercpu_time_millis_training: 33.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9792, kappa: 0.7813, kb_relative_information_score: 2501.415, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9804, predictive_accuracy: 0.9808, prior_entropy: 0.3037, recall: 0.9808, relative_absolute_error: 0.3807, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.5413, scimark_benchmark: 1747.5976, usercpu_time_millis: 26.714, usercpu_time_millis_testing: 1.844, usercpu_time_millis_training: 24.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9727, kappa: 0.7066, kb_relative_information_score: 2402.7904, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9746, predictive_accuracy: 0.9754, prior_entropy: 0.3037, recall: 0.9754, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.5721, scimark_benchmark: 1777.3565, usercpu_time_millis: 10.746, usercpu_time_millis_testing: 0.69, usercpu_time_millis_training: 10.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.9198, kb_relative_information_score: 2.4913, 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: 1036.8448, usercpu_time_millis: 10.975, usercpu_time_millis_testing: 1.384, usercpu_time_millis_training: 9.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9765, kappa: 0.7656, kb_relative_information_score: 2129.8378, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9762, predictive_accuracy: 0.9769, prior_entropy: 0.3037, recall: 0.9769, relative_absolute_error: 0.3903, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.5877, scimark_benchmark: 1732.5591, usercpu_time_millis: 34.114, usercpu_time_millis_testing: 1.125, usercpu_time_millis_training: 32.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.964, kappa: 0.5991, kb_relative_information_score: 1496.6932, mean_absolute_error: 0.0559, 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: 0.5464, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.6483, scimark_benchmark: 1739.228, usercpu_time_millis: 13.972, usercpu_time_millis_testing: 0.92, usercpu_time_millis_training: 13.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9694, kappa: 0.6654, kb_relative_information_score: 2236.5537, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9728, predictive_accuracy: 0.9731, prior_entropy: 0.3037, recall: 0.9731, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.5962, scimark_benchmark: 1749.5822, usercpu_time_millis: 25.062, usercpu_time_millis_testing: 1.971, usercpu_time_millis_training: 23.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9733, kappa: 0.7224, kb_relative_information_score: 1946.489, mean_absolute_error: 0.0441, 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: 0.4315, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.133, root_relative_squared_error: 0.5887, scimark_benchmark: 1082.2736, usercpu_time_millis: 24.728, usercpu_time_millis_testing: 1.312, usercpu_time_millis_training: 23.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.9198, kb_relative_information_score: -669.1227, mean_absolute_error: 0.0822, 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: 0.8039, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.835, scimark_benchmark: 1084.3362, usercpu_time_millis: 22.74, usercpu_time_millis_testing: 1.961, usercpu_time_millis_training: 20.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9836, kappa: 0.8342, kb_relative_information_score: 2990.7997, mean_absolute_error: 0.0283, 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: 0.2768, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.4821, scimark_benchmark: 1745.8253, usercpu_time_millis: 38.153, usercpu_time_millis_testing: 1.674, usercpu_time_millis_training: 36.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9198, kb_relative_information_score: -943.646, mean_absolute_error: 0.0896, 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: 0.877, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.8924, scimark_benchmark: 1806.1486, usercpu_time_millis: 15.702, usercpu_time_millis_testing: 1.252, usercpu_time_millis_training: 14.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9819, kappa: 0.8159, kb_relative_information_score: 2794.5171, mean_absolute_error: 0.0309, 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: 0.302, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.4973, scimark_benchmark: 1748.8645, usercpu_time_millis: 25.16, usercpu_time_millis_testing: 1.174, usercpu_time_millis_training: 23.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.9198, kb_relative_information_score: -1240.0907, mean_absolute_error: 0.1, 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: 0.9786, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.9823, scimark_benchmark: 1744.9666, usercpu_time_millis: 6.721, usercpu_time_millis_testing: 0.956, usercpu_time_millis_training: 5.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.9535, kappa: 0.4741, kb_relative_information_score: 332.1639, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9577, predictive_accuracy: 0.9614, prior_entropy: 0.3037, recall: 0.9614, relative_absolute_error: 0.6879, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.7635, scimark_benchmark: 1743.314, usercpu_time_millis: 4.055, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 3.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9701, kappa: 0.6787, kb_relative_information_score: 1638.2332, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9717, predictive_accuracy: 0.9731, prior_entropy: 0.3037, recall: 0.9731, relative_absolute_error: 0.4893, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.6254, scimark_benchmark: 1743.4191, usercpu_time_millis: 10.14, usercpu_time_millis_testing: 0.707, usercpu_time_millis_training: 9.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.9198, kb_relative_information_score: -3374.7768, mean_absolute_error: 0.0908, 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: 0.8887, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.9113, scimark_benchmark: 1746.226, usercpu_time_millis: 2.743, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 2.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.9198, kb_relative_information_score: -1490.1858, mean_absolute_error: 0.0882, 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: 0.863, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.882, scimark_benchmark: 1752.7851, usercpu_time_millis: 11.655, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 10.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9198, kb_relative_information_score: -3.8031, 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: 0.9987, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1731.709, usercpu_time_millis: 7.969, usercpu_time_millis_testing: 1.063, usercpu_time_millis_training: 6.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9667, kappa: 0.6313, kb_relative_information_score: 1826.9643, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9712, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.6282, scimark_benchmark: 1870.6721, usercpu_time_millis: 12.217, usercpu_time_millis_testing: 0.98, usercpu_time_millis_training: 11.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8802, f_measure: 0.9198, kb_relative_information_score: -3162.8981, mean_absolute_error: 0.097, 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: 0.949, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.9611, scimark_benchmark: 1865.3572, usercpu_time_millis: 11.343, usercpu_time_millis_testing: 1.052, usercpu_time_millis_training: 10.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9687, kappa: 0.6772, kb_relative_information_score: 1293.0768, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9682, predictive_accuracy: 0.9704, prior_entropy: 0.3037, recall: 0.9704, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1514, root_relative_squared_error: 0.6704, scimark_benchmark: 1868.2531, usercpu_time_millis: 7.988, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 7.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9792, kappa: 0.7847, kb_relative_information_score: 2632.0943, mean_absolute_error: 0.0332, 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: 0.3247, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.5198, scimark_benchmark: 1864.9656, usercpu_time_millis: 12.758, usercpu_time_millis_testing: 0.882, usercpu_time_millis_training: 11.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9767, kappa: 0.7549, kb_relative_information_score: 2391.4572, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9777, predictive_accuracy: 0.9785, prior_entropy: 0.3037, recall: 0.9785, relative_absolute_error: 0.3781, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.5456, scimark_benchmark: 1700.3998, usercpu_time_millis: 22.127, usercpu_time_millis_testing: 3.145, usercpu_time_millis_training: 18.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9645, kappa: 0.6043, kb_relative_information_score: 1813.0196, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.97, predictive_accuracy: 0.9698, prior_entropy: 0.3037, recall: 0.9698, relative_absolute_error: 0.524, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.6384, scimark_benchmark: 1768.2704, usercpu_time_millis: 25.216, usercpu_time_millis_testing: 4.512, usercpu_time_millis_training: 20.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9845, kappa: 0.8451, kb_relative_information_score: 3139.3177, mean_absolute_error: 0.0246, 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: 0.2408, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.4742, scimark_benchmark: 1754.2636, usercpu_time_millis: 10.036, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 9.715,

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