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: 0.986, f_measure: 0.9776, kappa: 0.773, kb_relative_information_score: 2205.7772, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9773, predictive_accuracy: 0.9783, prior_entropy: 0.3037, recall: 0.9783, relative_absolute_error: 0.3666, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.554, scimark_benchmark: 1877.8658, usercpu_time_millis: 14.965, usercpu_time_millis_testing: 0.77, usercpu_time_millis_training: 14.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.968, kappa: 0.6485, kb_relative_information_score: 1974.4354, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9717, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4942, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.6161, scimark_benchmark: 1873.9387, usercpu_time_millis: 13.683, usercpu_time_millis_testing: 1.324, usercpu_time_millis_training: 12.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9825, kappa: 0.8231, kb_relative_information_score: 2901.3559, mean_absolute_error: 0.0277, 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: 0.2711, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.4862, scimark_benchmark: 1844.8346, usercpu_time_millis: 11.838, usercpu_time_millis_testing: 0.639, usercpu_time_millis_training: 11.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9773, kappa: 0.7722, kb_relative_information_score: 2182.0989, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.977, predictive_accuracy: 0.9779, prior_entropy: 0.3037, recall: 0.9779, relative_absolute_error: 0.3815, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.5696, scimark_benchmark: 1876.1631, usercpu_time_millis: 2.078, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 2.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9724, kappa: 0.7102, kb_relative_information_score: 1920.6522, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9727, predictive_accuracy: 0.9744, prior_entropy: 0.3037, recall: 0.9744, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.5902, scimark_benchmark: 1861.7123, usercpu_time_millis: 13.4, usercpu_time_millis_testing: 0.883, usercpu_time_millis_training: 12.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9661, kappa: 0.626, kb_relative_information_score: 1616.486, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.97, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.5241, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.6309, scimark_benchmark: 1872.8797, usercpu_time_millis: 10.265, usercpu_time_millis_testing: 0.665, usercpu_time_millis_training: 9.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9711, kappa: 0.6876, kb_relative_information_score: 2200.4583, mean_absolute_error: 0.0458, 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: 0.4482, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.5834, scimark_benchmark: 1872.9496, usercpu_time_millis: 17.951, usercpu_time_millis_testing: 1.414, usercpu_time_millis_training: 16.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9198, kb_relative_information_score: -376.9072, mean_absolute_error: 0.082, 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: 0.8026, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.8344, scimark_benchmark: 1869.6309, usercpu_time_millis: 14.511, usercpu_time_millis_testing: 1.564, usercpu_time_millis_training: 12.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.9198, kb_relative_information_score: -1454.6862, mean_absolute_error: 0.0893, 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: 0.8733, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.8907, scimark_benchmark: 1869.6309, usercpu_time_millis: 15.351, usercpu_time_millis_testing: 1.157, usercpu_time_millis_training: 14.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9787, kappa: 0.7819, kb_relative_information_score: 2177.212, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9787, predictive_accuracy: 0.9797, prior_entropy: 0.3037, recall: 0.9797, relative_absolute_error: 0.3899, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1262, root_relative_squared_error: 0.5589, scimark_benchmark: 1872.7767, usercpu_time_millis: 22.362, usercpu_time_millis_testing: 1.287, usercpu_time_millis_training: 21.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9836, kappa: 0.8361, kb_relative_information_score: 2929.3804, mean_absolute_error: 0.0274, 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: 0.2678, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.484, scimark_benchmark: 1869.6309, usercpu_time_millis: 28.11, usercpu_time_millis_testing: 1.405, usercpu_time_millis_training: 26.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9837, kappa: 0.8367, kb_relative_information_score: 2951.5061, mean_absolute_error: 0.0273, 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: 0.2673, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.4818, scimark_benchmark: 1840.4683, usercpu_time_millis: 28.533, usercpu_time_millis_testing: 1.569, usercpu_time_millis_training: 26.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9832, kappa: 0.8326, kb_relative_information_score: 3135.7698, mean_absolute_error: 0.0247, 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: 0.2417, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.4879, scimark_benchmark: 1868.6447, usercpu_time_millis: 36.408, usercpu_time_millis_testing: 1.64, usercpu_time_millis_training: 34.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9198, kb_relative_information_score: -57.1395, mean_absolute_error: 0.0773, 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: 0.7564, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.7997, scimark_benchmark: 1870.3054, usercpu_time_millis: 18.199, usercpu_time_millis_testing: 1.388, usercpu_time_millis_training: 16.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9683, kappa: 0.6727, kb_relative_information_score: 957.0253, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9678, predictive_accuracy: 0.97, prior_entropy: 0.3037, recall: 0.97, relative_absolute_error: 0.4974, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.6981, scimark_benchmark: 1877.2162, usercpu_time_millis: 37.049, usercpu_time_millis_testing: 1.426, usercpu_time_millis_training: 35.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9835, kappa: 0.8368, kb_relative_information_score: 3193.7834, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9834, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.2234, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.4921, scimark_benchmark: 1872.8797, usercpu_time_millis: 31.873, usercpu_time_millis_testing: 1.267, usercpu_time_millis_training: 30.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9685, kappa: 0.6567, kb_relative_information_score: 1884.2373, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9715, predictive_accuracy: 0.9723, prior_entropy: 0.3037, recall: 0.9723, relative_absolute_error: 0.4829, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.6055, scimark_benchmark: 1823.238, usercpu_time_millis: 28.874, usercpu_time_millis_testing: 2.375, usercpu_time_millis_training: 26.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9826, kappa: 0.8258, kb_relative_information_score: 2765.7892, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9825, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.2935, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.5019, scimark_benchmark: 1873.9527, usercpu_time_millis: 11.777, usercpu_time_millis_testing: 0.464, usercpu_time_millis_training: 11.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9681, kappa: 0.6587, kb_relative_information_score: 1485.3178, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9692, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.5185, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.145, root_relative_squared_error: 0.6419, scimark_benchmark: 1864.4376, usercpu_time_millis: 11.342, usercpu_time_millis_testing: 0.937, usercpu_time_millis_training: 10.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9838, kappa: 0.8379, kb_relative_information_score: 3091.6452, mean_absolute_error: 0.0255, 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: 0.2494, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.109, root_relative_squared_error: 0.4826, scimark_benchmark: 1819.4071, usercpu_time_millis: 27.688, usercpu_time_millis_testing: 1.207, usercpu_time_millis_training: 26.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.978, kappa: 0.77, kb_relative_information_score: 2622.5545, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9787, predictive_accuracy: 0.9795, prior_entropy: 0.3037, recall: 0.9795, relative_absolute_error: 0.3594, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.528, scimark_benchmark: 1874.977, usercpu_time_millis: 24.892, usercpu_time_millis_testing: 2.032, usercpu_time_millis_training: 22.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7399, f_measure: 0.9198, kb_relative_information_score: -4977.1952, mean_absolute_error: 0.0977, 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: 0.9553, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.9777, scimark_benchmark: 1869.1727, usercpu_time_millis: 11.2, usercpu_time_millis_testing: 0.746, usercpu_time_millis_training: 10.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9783, kappa: 0.7765, kb_relative_information_score: 2324.2827, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9783, predictive_accuracy: 0.9793, prior_entropy: 0.3037, recall: 0.9793, relative_absolute_error: 0.353, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.541, scimark_benchmark: 1869.1727, usercpu_time_millis: 19.093, usercpu_time_millis_testing: 1.352, usercpu_time_millis_training: 17.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9685, kappa: 0.6581, kb_relative_information_score: 1850.2028, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9709, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.476, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.136, root_relative_squared_error: 0.6018, scimark_benchmark: 1872.9496, usercpu_time_millis: 32.549, usercpu_time_millis_testing: 2.565, usercpu_time_millis_training: 29.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.9198, kb_relative_information_score: 5.0214, 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: 0.998, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1872.8797, usercpu_time_millis: 5.891, usercpu_time_millis_testing: 0.991, usercpu_time_millis_training: 4.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.968, kappa: 0.6485, kb_relative_information_score: 1862.4938, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9717, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.6139, scimark_benchmark: 1844.5767, usercpu_time_millis: 4.744, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 4.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9823, kappa: 0.8257, kb_relative_information_score: 3096.9339, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9824, prior_entropy: 0.3037, recall: 0.9824, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.4939, scimark_benchmark: 1875.4449, usercpu_time_millis: 45.751, usercpu_time_millis_testing: 1.891, usercpu_time_millis_training: 43.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9804, kappa: 0.805, kb_relative_information_score: 2505.3012, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9802, predictive_accuracy: 0.9808, prior_entropy: 0.3037, recall: 0.9808, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.541, scimark_benchmark: 1858.8601, usercpu_time_millis: 37.186, usercpu_time_millis_testing: 1.544, usercpu_time_millis_training: 35.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.982, kappa: 0.8174, kb_relative_information_score: 2857.7568, mean_absolute_error: 0.0287, 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: 0.2807, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4904, scimark_benchmark: 1847.612, usercpu_time_millis: 5.797, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 5.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.9198, kb_relative_information_score: -1278.2774, mean_absolute_error: 0.0949, 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: 0.9286, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.9377, scimark_benchmark: 1873.4078, usercpu_time_millis: 12.962, usercpu_time_millis_testing: 1.424, usercpu_time_millis_training: 11.538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9835, kappa: 0.8355, kb_relative_information_score: 3136.465, mean_absolute_error: 0.0249, 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: 0.2435, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.4893, scimark_benchmark: 1843.5876, usercpu_time_millis: 5.04, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 4.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.97, kappa: 0.6832, kb_relative_information_score: 1610.0089, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9705, predictive_accuracy: 0.9725, prior_entropy: 0.3037, recall: 0.9725, relative_absolute_error: 0.4827, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.6255, scimark_benchmark: 1872.4881, usercpu_time_millis: 1.979, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 1.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 5.3072, 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: 1843.5876, usercpu_time_millis: 5.077, usercpu_time_millis_testing: 0.881, usercpu_time_millis_training: 4.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9651, kappa: 0.6135, kb_relative_information_score: 1565.7014, mean_absolute_error: 0.0547, 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: 0.5352, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.6385, scimark_benchmark: 1870.2139, usercpu_time_millis: 7.805, usercpu_time_millis_testing: 0.483, usercpu_time_millis_training: 7.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9832, kappa: 0.8319, kb_relative_information_score: 2769.4486, mean_absolute_error: 0.0297, 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: 0.2908, 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: 21.85, usercpu_time_millis_testing: 1.013, usercpu_time_millis_training: 20.837,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9686, kappa: 0.6569, kb_relative_information_score: 2091.4011, mean_absolute_error: 0.0484, 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: 0.4731, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.6052, scimark_benchmark: 1763.4419, usercpu_time_millis: 25.09, usercpu_time_millis_testing: 2.49, usercpu_time_millis_training: 22.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9784, kappa: 0.7783, kb_relative_information_score: 2456.5766, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9785, predictive_accuracy: 0.9795, prior_entropy: 0.3037, recall: 0.9795, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.5316, scimark_benchmark: 1861.7123, usercpu_time_millis: 10.625, usercpu_time_millis_testing: 0.751, usercpu_time_millis_training: 9.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9813, kappa: 0.8158, kb_relative_information_score: 3175.6559, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9812, predictive_accuracy: 0.9814, prior_entropy: 0.3037, recall: 0.9814, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.5156, scimark_benchmark: 1874.977, usercpu_time_millis: 19.969, usercpu_time_millis_testing: 0.628, usercpu_time_millis_training: 19.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.9198, kb_relative_information_score: -3234.7402, mean_absolute_error: 0.0926, 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: 0.9062, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.9248, scimark_benchmark: 1819.4071, usercpu_time_millis: 14.844, usercpu_time_millis_testing: 0.948, usercpu_time_millis_training: 13.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9585, kappa: 0.5296, kb_relative_information_score: 792.0646, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9655, predictive_accuracy: 0.9657, prior_entropy: 0.3037, recall: 0.9657, relative_absolute_error: 0.6469, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.7218, scimark_benchmark: 1877.8658, usercpu_time_millis: 11.095, usercpu_time_millis_testing: 0.969, usercpu_time_millis_training: 10.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9686, kappa: 0.6636, kb_relative_information_score: 1582.5351, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9697, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1424, root_relative_squared_error: 0.6305, scimark_benchmark: 1876.7581, usercpu_time_millis: 21.016, usercpu_time_millis_testing: 1.489, usercpu_time_millis_training: 19.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9778, kappa: 0.7652, kb_relative_information_score: 2440.7567, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.979, predictive_accuracy: 0.9795, prior_entropy: 0.3037, recall: 0.9795, relative_absolute_error: 0.3877, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.5476, scimark_benchmark: 1872.9496, usercpu_time_millis: 10.961, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 10.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9829, kappa: 0.8274, kb_relative_information_score: 2912.2619, mean_absolute_error: 0.0292, 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: 0.2856, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.4886, scimark_benchmark: 1870.2139, usercpu_time_millis: 18.272, usercpu_time_millis_testing: 1.101, usercpu_time_millis_training: 17.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9575, kappa: 0.515, kb_relative_information_score: 1004.7889, mean_absolute_error: 0.0642, 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: 0.6285, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.705, scimark_benchmark: 1868.1196, usercpu_time_millis: 5.078, usercpu_time_millis_testing: 0.577, usercpu_time_millis_training: 4.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.9198, kb_relative_information_score: 4.4453, 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: 0.9976, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1872.9496, usercpu_time_millis: 1.2, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 1.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9841, kappa: 0.8403, kb_relative_information_score: 2929.4327, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.279, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.4838, scimark_benchmark: 1866.1679, usercpu_time_millis: 29.213, usercpu_time_millis_testing: 1.532, usercpu_time_millis_training: 27.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9706, kappa: 0.6927, kb_relative_information_score: 1735.4698, mean_absolute_error: 0.048, 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: 0.4693, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1406, root_relative_squared_error: 0.6225, scimark_benchmark: 1875.8384, usercpu_time_millis: 17.814, usercpu_time_millis_testing: 0.898, usercpu_time_millis_training: 16.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9646, kappa: 0.6083, kb_relative_information_score: 1119.0312, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9684, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.5939, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.157, root_relative_squared_error: 0.6951, scimark_benchmark: 1860.6919, usercpu_time_millis: 16.176, usercpu_time_millis_testing: 1.625, usercpu_time_millis_training: 14.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9198, kb_relative_information_score: -574.7328, mean_absolute_error: 0.0853, 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: 0.8342, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.194, root_relative_squared_error: 0.8588, scimark_benchmark: 1867.725, usercpu_time_millis: 16.617, usercpu_time_millis_testing: 1.549, usercpu_time_millis_training: 15.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9214, kappa: 0.0215, kb_relative_information_score: 25.8238, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9495, predictive_accuracy: 0.9467, prior_entropy: 0.3037, recall: 0.9467, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.8039, scimark_benchmark: 1815.4927, usercpu_time_millis: 12.023, usercpu_time_millis_testing: 1.533, usercpu_time_millis_training: 10.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9838, kappa: 0.8403, kb_relative_information_score: 2898.6429, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2605, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.5019, scimark_benchmark: 1870.2139, usercpu_time_millis: 7.511, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 7.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9837, kappa: 0.8361, kb_relative_information_score: 2931.7624, mean_absolute_error: 0.0285, 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: 0.279, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4851, scimark_benchmark: 1876.6882, usercpu_time_millis: 14.471, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 13.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9805, kappa: 0.8064, kb_relative_information_score: 2306.8212, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9803, predictive_accuracy: 0.9808, prior_entropy: 0.3037, recall: 0.9808, relative_absolute_error: 0.3564, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1259, root_relative_squared_error: 0.5575, scimark_benchmark: 1871.1584, usercpu_time_millis: 2.42, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 2.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9821, kappa: 0.8248, kb_relative_information_score: 3027.932, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.2348, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.5026, scimark_benchmark: 1871.2001, usercpu_time_millis: 12.378, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 12.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9828, kappa: 0.8254, kb_relative_information_score: 2837.5979, mean_absolute_error: 0.0307, 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: 0.3007, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.4942, scimark_benchmark: 1875.7049, usercpu_time_millis: 6.489, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 6.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9666, kappa: 0.6329, kb_relative_information_score: 1575.0937, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9699, predictive_accuracy: 0.9709, prior_entropy: 0.3037, recall: 0.9709, relative_absolute_error: 0.5207, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.143, root_relative_squared_error: 0.6329, scimark_benchmark: 1873.9908, usercpu_time_millis: 26.403, usercpu_time_millis_testing: 2.069, usercpu_time_millis_training: 24.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9198, kb_relative_information_score: -1954.0436, mean_absolute_error: 0.0875, 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: 0.8563, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.8787, scimark_benchmark: 1858.4861, usercpu_time_millis: 7.788, usercpu_time_millis_testing: 0.565, usercpu_time_millis_training: 7.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9735, kappa: 0.7189, kb_relative_information_score: 2096.7371, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9747, predictive_accuracy: 0.9758, prior_entropy: 0.3037, recall: 0.9758, relative_absolute_error: 0.4173, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.5737, scimark_benchmark: 1842.6198, usercpu_time_millis: 5.882, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 5.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9595, kappa: 0.5416, kb_relative_information_score: 971.385, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9662, predictive_accuracy: 0.9663, prior_entropy: 0.3037, recall: 0.9663, relative_absolute_error: 0.6246, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.7022, scimark_benchmark: 1872.8797, usercpu_time_millis: 11.522, usercpu_time_millis_testing: 1.051, usercpu_time_millis_training: 10.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9694, kappa: 0.6791, kb_relative_information_score: 1139.1948, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9695, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.5073, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1532, root_relative_squared_error: 0.6781, scimark_benchmark: 1853.9121, usercpu_time_millis: 5.193, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 4.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9697, kappa: 0.6688, kb_relative_information_score: 2009.106, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.973, predictive_accuracy: 0.9733, prior_entropy: 0.3037, recall: 0.9733, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.135, root_relative_squared_error: 0.5976, scimark_benchmark: 1873.4078, usercpu_time_millis: 7.312, usercpu_time_millis_testing: 0.663, usercpu_time_millis_training: 6.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9631, kappa: 0.5877, kb_relative_information_score: 1284.6383, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9688, prior_entropy: 0.3037, recall: 0.9688, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.6719, scimark_benchmark: 1856.4708, usercpu_time_millis: 5.051, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 4.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.9198, kb_relative_information_score: -2.5527, 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: 0.9985, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1847.5709, usercpu_time_millis: 4.483, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 3.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9761, kappa: 0.7604, kb_relative_information_score: 2097.1657, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9758, predictive_accuracy: 0.9766, prior_entropy: 0.3037, recall: 0.9766, relative_absolute_error: 0.3944, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1322, root_relative_squared_error: 0.5854, scimark_benchmark: 1862.8168, usercpu_time_millis: 25.69, usercpu_time_millis_testing: 1.091, usercpu_time_millis_training: 24.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9198, kb_relative_information_score: -1432.9022, mean_absolute_error: 0.0915, 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: 0.8955, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.205, root_relative_squared_error: 0.9076, scimark_benchmark: 1871.5019, usercpu_time_millis: 14.071, usercpu_time_millis_testing: 1.309, usercpu_time_millis_training: 12.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9198, kb_relative_information_score: 5.0955, 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: 0.9976, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1876.7581, usercpu_time_millis: 4.941, usercpu_time_millis_testing: 0.796, usercpu_time_millis_training: 4.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 2.9415, 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: 1873.4078, usercpu_time_millis: 4.942, usercpu_time_millis_testing: 0.962, usercpu_time_millis_training: 3.98,

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