Task
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.976, kappa: 0.8992, kb_relative_information_score: 2660.3505, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9759, predictive_accuracy: 0.9762, prior_entropy: 0.5848, recall: 0.9762, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1407, root_relative_squared_error: 0.4056, scimark_benchmark: 1724.8648, usercpu_time_millis: 201.226, usercpu_time_millis_testing: 0.742, usercpu_time_millis_training: 200.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.988, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1734.798, usercpu_time_millis: 6.821, usercpu_time_millis_testing: 1.019, usercpu_time_millis_training: 5.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -2.7662, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1096.1379, usercpu_time_millis: 7.55, usercpu_time_millis_testing: 1.312, usercpu_time_millis_training: 6.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.0243, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1073.4027, usercpu_time_millis: 9.771, usercpu_time_millis_testing: 1.559, usercpu_time_millis_training: 8.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9535, kappa: 0.805, kb_relative_information_score: 2121.5095, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9532, predictive_accuracy: 0.9539, prior_entropy: 0.5848, recall: 0.9539, relative_absolute_error: 0.3726, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.5405, scimark_benchmark: 1832.1735, usercpu_time_millis: 72.98, usercpu_time_millis_testing: 0.659, usercpu_time_millis_training: 72.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9659, kappa: 0.8528, kb_relative_information_score: 2315.3862, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9675, predictive_accuracy: 0.9674, prior_entropy: 0.5848, recall: 0.9674, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.4705, scimark_benchmark: 1236.2, usercpu_time_millis: 77.632, usercpu_time_millis_testing: 3.151, usercpu_time_millis_training: 74.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -5.1047, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.9625, usercpu_time_millis: 3.706, usercpu_time_millis_testing: 0.631, usercpu_time_millis_training: 3.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.5443, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1242.613, usercpu_time_millis: 12.136, usercpu_time_millis_testing: 2.11, usercpu_time_millis_training: 10.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.8783, kappa: 0.4276, kb_relative_information_score: 1264.687, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9025, predictive_accuracy: 0.9003, prior_entropy: 0.5848, recall: 0.9003, relative_absolute_error: 0.6678, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.7492, scimark_benchmark: 1853.9121, usercpu_time_millis: 146.908, usercpu_time_millis_testing: 1.315, usercpu_time_millis_training: 145.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9441, kappa: 0.7627, kb_relative_information_score: 2090.3451, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9436, predictive_accuracy: 0.9454, prior_entropy: 0.5848, recall: 0.9454, relative_absolute_error: 0.3732, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.198, root_relative_squared_error: 0.5707, scimark_benchmark: 1818.9456, usercpu_time_millis: 212.339, usercpu_time_millis_testing: 0.875, usercpu_time_millis_training: 211.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.7953, kb_relative_information_score: -49.8114, mean_absolute_error: 0.2412, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1817.3885, usercpu_time_millis: 3.07, usercpu_time_millis_testing: 0.533, usercpu_time_millis_training: 2.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.968, kappa: 0.8627, kb_relative_information_score: 2165.2774, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9691, predictive_accuracy: 0.9692, prior_entropy: 0.5848, recall: 0.9692, relative_absolute_error: 0.3536, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.5053, scimark_benchmark: 1821.4778, usercpu_time_millis: 164.733, usercpu_time_millis_testing: 2.21, usercpu_time_millis_training: 162.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.9592, kappa: 0.8309, kb_relative_information_score: 2258.0506, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9593, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.5118, scimark_benchmark: 1849.7619, usercpu_time_millis: 204.774, usercpu_time_millis_testing: 0.776, usercpu_time_millis_training: 203.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9696, kappa: 0.8704, kb_relative_information_score: 2183.1746, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.97, predictive_accuracy: 0.9704, prior_entropy: 0.5848, recall: 0.9704, relative_absolute_error: 0.3393, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.4961, scimark_benchmark: 1822.8493, usercpu_time_millis: 260.019, usercpu_time_millis_testing: 2.606, usercpu_time_millis_training: 257.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.9592, kappa: 0.8312, kb_relative_information_score: 2315.8726, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9594, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.4988, scimark_benchmark: 1849.3742, usercpu_time_millis: 93.515, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 92.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8811, kappa: 0.4431, kb_relative_information_score: 1230.9851, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9015, prior_entropy: 0.5848, recall: 0.9015, relative_absolute_error: 0.6858, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.7541, scimark_benchmark: 787.9046, usercpu_time_millis: 331.528, usercpu_time_millis_testing: 2.335, usercpu_time_millis_training: 329.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9709, kappa: 0.876, kb_relative_information_score: 2234.4762, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9713, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.4823, scimark_benchmark: 786.9837, usercpu_time_millis: 422.714, usercpu_time_millis_testing: 5.093, usercpu_time_millis_training: 417.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -0.1896, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1732.8983, usercpu_time_millis: 3.545, usercpu_time_millis_testing: 0.607, usercpu_time_millis_training: 2.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -1.7212, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1769.0835, usercpu_time_millis: 7.434, usercpu_time_millis_testing: 1.085, usercpu_time_millis_training: 6.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -0.8085, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1844.6953, usercpu_time_millis: 4.018, usercpu_time_millis_testing: 0.681, usercpu_time_millis_training: 3.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9563, kappa: 0.8184, kb_relative_information_score: 2259.8041, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9563, predictive_accuracy: 0.9564, prior_entropy: 0.5848, recall: 0.9564, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.517, scimark_benchmark: 1844.8101, usercpu_time_millis: 154.408, usercpu_time_millis_testing: 0.727, usercpu_time_millis_training: 153.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -0.7428, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 5.661, usercpu_time_millis_testing: 0.954, usercpu_time_millis_training: 4.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9488, kappa: 0.7733, kb_relative_information_score: 1971.8217, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9544, predictive_accuracy: 0.9527, prior_entropy: 0.5848, recall: 0.9527, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.5577, scimark_benchmark: 1852.9259, usercpu_time_millis: 44.345, usercpu_time_millis_testing: 1.043, usercpu_time_millis_training: 43.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9689, kappa: 0.8675, kb_relative_information_score: 2178.304, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9694, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.3426, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.4954, scimark_benchmark: 1848.388, usercpu_time_millis: 99.194, usercpu_time_millis_testing: 1.074, usercpu_time_millis_training: 98.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9736, kappa: 0.8884, kb_relative_information_score: 2519.5521, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9737, predictive_accuracy: 0.9741, prior_entropy: 0.5848, recall: 0.9741, relative_absolute_error: 0.2156, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.4349, scimark_benchmark: 1734.2753, usercpu_time_millis: 103.061, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 102.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9714, kappa: 0.8788, kb_relative_information_score: 2498.9346, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9715, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.4542, scimark_benchmark: 1830.668, usercpu_time_millis: 128.188, usercpu_time_millis_testing: 0.674, usercpu_time_millis_training: 127.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9594, kappa: 0.8327, kb_relative_information_score: 2277.4945, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9598, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5087, scimark_benchmark: 1849.3014, usercpu_time_millis: 284.618, usercpu_time_millis_testing: 0.754, usercpu_time_millis_training: 283.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9742, kappa: 0.8912, kb_relative_information_score: 2631.4092, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9743, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.4098, scimark_benchmark: 1278.1727, usercpu_time_millis: 8866.227, usercpu_time_millis_testing: 22.968, usercpu_time_millis_training: 8843.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9745, kappa: 0.8924, kb_relative_information_score: 2630.8555, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9746, predictive_accuracy: 0.975, prior_entropy: 0.5848, recall: 0.975, relative_absolute_error: 0.1808, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.4081, scimark_benchmark: 1275.4924, usercpu_time_millis: 4710.88, usercpu_time_millis_testing: 14.423, usercpu_time_millis_training: 4696.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9737, kappa: 0.8894, kb_relative_information_score: 2651.4223, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9737, predictive_accuracy: 0.9741, prior_entropy: 0.5848, recall: 0.9741, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4151, scimark_benchmark: 1273.1717, usercpu_time_millis: 12736.207, usercpu_time_millis_testing: 15.453, usercpu_time_millis_training: 12720.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9722, kappa: 0.8828, kb_relative_information_score: 2672.0992, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9721, predictive_accuracy: 0.9726, prior_entropy: 0.5848, recall: 0.9726, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.4356, scimark_benchmark: 1239.1914, usercpu_time_millis: 3610.06, usercpu_time_millis_testing: 5.454, usercpu_time_millis_training: 3604.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.9717, kappa: 0.88, kb_relative_information_score: 2583.3774, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9718, predictive_accuracy: 0.9722, prior_entropy: 0.5848, recall: 0.9722, relative_absolute_error: 0.1881, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.4375, scimark_benchmark: 1268.0951, usercpu_time_millis: 13553.5, usercpu_time_millis_testing: 13.237, usercpu_time_millis_training: 13540.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9742, kappa: 0.8912, kb_relative_information_score: 2631.8019, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9743, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.1795, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.4101, scimark_benchmark: 1281.3267, usercpu_time_millis: 6567.309, usercpu_time_millis_testing: 19.418, usercpu_time_millis_training: 6547.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9736, kappa: 0.8884, kb_relative_information_score: 2578.1091, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9737, predictive_accuracy: 0.9741, prior_entropy: 0.5848, recall: 0.9741, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.4198, scimark_benchmark: 1247.2339, usercpu_time_millis: 3426.541, usercpu_time_millis_testing: 12.959, usercpu_time_millis_training: 3413.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9642, kappa: 0.8475, kb_relative_information_score: 2407.7945, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9645, predictive_accuracy: 0.9652, prior_entropy: 0.5848, recall: 0.9652, relative_absolute_error: 0.2468, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4847, scimark_benchmark: 1251.8134, usercpu_time_millis: 2581.359, usercpu_time_millis_testing: 6.609, usercpu_time_millis_training: 2574.75,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9705, kappa: 0.875, kb_relative_information_score: 2524.2322, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9705, predictive_accuracy: 0.971, prior_entropy: 0.5848, recall: 0.971, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.4519, scimark_benchmark: 1241.8179, usercpu_time_millis: 2553.48, usercpu_time_millis_testing: 5.085, usercpu_time_millis_training: 2548.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9724, kappa: 0.8833, kb_relative_information_score: 2638.7527, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9724, predictive_accuracy: 0.9729, prior_entropy: 0.5848, recall: 0.9729, relative_absolute_error: 0.169, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.4223, scimark_benchmark: 1270.8574, usercpu_time_millis: 7873.623, usercpu_time_millis_testing: 8.84, usercpu_time_millis_training: 7864.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9748, kappa: 0.8936, kb_relative_information_score: 2637.0428, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.975, predictive_accuracy: 0.9753, prior_entropy: 0.5848, recall: 0.9753, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4057, scimark_benchmark: 1269.2919, usercpu_time_millis: 1960.699, usercpu_time_millis_testing: 8.609, usercpu_time_millis_training: 1952.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9748, kappa: 0.8934, kb_relative_information_score: 2597.1437, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.975, predictive_accuracy: 0.9753, prior_entropy: 0.5848, recall: 0.9753, relative_absolute_error: 0.1927, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4133, scimark_benchmark: 1267.3705, usercpu_time_millis: 2610.566, usercpu_time_millis_testing: 9.924, usercpu_time_millis_training: 2600.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.955, kappa: 0.8056, kb_relative_information_score: 2231.7503, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9562, predictive_accuracy: 0.957, prior_entropy: 0.5848, recall: 0.957, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.5349, scimark_benchmark: 1290.2492, usercpu_time_millis: 654.141, usercpu_time_millis_testing: 13.849, usercpu_time_millis_training: 640.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.9528, kappa: 0.7962, kb_relative_information_score: 2236.2688, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9538, predictive_accuracy: 0.9549, prior_entropy: 0.5848, recall: 0.9549, relative_absolute_error: 0.3105, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.5351, scimark_benchmark: 1292.5502, usercpu_time_millis: 691.661, usercpu_time_millis_testing: 11.66, usercpu_time_millis_training: 680.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.968, kappa: 0.8636, kb_relative_information_score: 2598.1615, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9684, predictive_accuracy: 0.9689, prior_entropy: 0.5848, recall: 0.9689, relative_absolute_error: 0.1991, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.4564, scimark_benchmark: 1287.4048, usercpu_time_millis: 696.56, usercpu_time_millis_testing: 15.22, usercpu_time_millis_training: 681.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.972, kappa: 0.8815, kb_relative_information_score: 2580.7543, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9721, predictive_accuracy: 0.9726, prior_entropy: 0.5848, recall: 0.9726, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4381, scimark_benchmark: 1301.5452, usercpu_time_millis: 13192.969, usercpu_time_millis_testing: 12.724, usercpu_time_millis_training: 13180.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.9677, kappa: 0.8624, kb_relative_information_score: 2593.2464, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9681, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.159, root_relative_squared_error: 0.4581, scimark_benchmark: 1271.3266, usercpu_time_millis: 595.939, usercpu_time_millis_testing: 11.77, usercpu_time_millis_training: 584.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.9685, kappa: 0.8655, kb_relative_information_score: 2620.4288, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9692, predictive_accuracy: 0.9695, prior_entropy: 0.5848, recall: 0.9695, relative_absolute_error: 0.1944, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.4482, scimark_benchmark: 1298.959, usercpu_time_millis: 745.888, usercpu_time_millis_testing: 16.128, usercpu_time_millis_training: 729.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9732, kappa: 0.8856, kb_relative_information_score: 2403.4459, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9741, predictive_accuracy: 0.9741, prior_entropy: 0.5848, recall: 0.9741, relative_absolute_error: 0.2737, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.447, scimark_benchmark: 1299.3226, usercpu_time_millis: 1043.15, usercpu_time_millis_testing: 28.474, usercpu_time_millis_training: 1014.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9729, kappa: 0.8853, kb_relative_information_score: 2600.6337, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9731, predictive_accuracy: 0.9735, prior_entropy: 0.5848, recall: 0.9735, relative_absolute_error: 0.1852, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1475, root_relative_squared_error: 0.425, scimark_benchmark: 1301.149, usercpu_time_millis: 7019.783, usercpu_time_millis_testing: 9.607, usercpu_time_millis_training: 7010.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9665, kappa: 0.857, kb_relative_information_score: 2562.6443, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9668, predictive_accuracy: 0.9674, prior_entropy: 0.5848, recall: 0.9674, relative_absolute_error: 0.2092, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.4679, scimark_benchmark: 1268.6389, usercpu_time_millis: 589.143, usercpu_time_millis_testing: 13.007, usercpu_time_millis_training: 576.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9721, kappa: 0.8819, kb_relative_information_score: 2612.8366, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9721, predictive_accuracy: 0.9726, prior_entropy: 0.5848, recall: 0.9726, relative_absolute_error: 0.1784, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.428, scimark_benchmark: 1300.2343, usercpu_time_millis: 279.567, usercpu_time_millis_testing: 3.941, usercpu_time_millis_training: 275.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9674, kappa: 0.8612, kb_relative_information_score: 2595.498, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9677, predictive_accuracy: 0.9683, prior_entropy: 0.5848, recall: 0.9683, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.4574, scimark_benchmark: 1267.5245, usercpu_time_millis: 617.519, usercpu_time_millis_testing: 12.253, usercpu_time_millis_training: 605.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9648, kappa: 0.8499, kb_relative_information_score: 2484.5403, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9652, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.2316, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.4876, scimark_benchmark: 1288.6445, usercpu_time_millis: 650.871, usercpu_time_millis_testing: 16.099, usercpu_time_millis_training: 634.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9689, kappa: 0.8675, kb_relative_information_score: 2605.3467, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9694, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.1969, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4545, scimark_benchmark: 1293.7769, usercpu_time_millis: 727.83, usercpu_time_millis_testing: 15.088, usercpu_time_millis_training: 712.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.9561, kappa: 0.8103, kb_relative_information_score: 2247.2671, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9571, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.3063, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.535, scimark_benchmark: 1273.1998, usercpu_time_millis: 763.483, usercpu_time_millis_testing: 12.444, usercpu_time_millis_training: 751.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.9624, kappa: 0.8401, kb_relative_information_score: 2397.8904, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9626, predictive_accuracy: 0.9634, prior_entropy: 0.5848, recall: 0.9634, relative_absolute_error: 0.254, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.5092, scimark_benchmark: 1289.9528, usercpu_time_millis: 613.492, usercpu_time_millis_testing: 14.005, usercpu_time_millis_training: 599.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9062, kappa: 0.566, kb_relative_information_score: 1450.8806, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.926, predictive_accuracy: 0.9201, prior_entropy: 0.5848, recall: 0.9201, relative_absolute_error: 0.6571, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.7023, scimark_benchmark: 1267.5557, usercpu_time_millis: 234.077, usercpu_time_millis_testing: 20.06, usercpu_time_millis_training: 214.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9729, kappa: 0.8853, kb_relative_information_score: 2512.1844, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9731, predictive_accuracy: 0.9735, prior_entropy: 0.5848, recall: 0.9735, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.4425, scimark_benchmark: 1279.5997, usercpu_time_millis: 2221.691, usercpu_time_millis_testing: 10.03, usercpu_time_millis_training: 2211.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.954, kappa: 0.8013, kb_relative_information_score: 2249.9883, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9552, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.3077, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.5338, scimark_benchmark: 1292.2684, usercpu_time_millis: 575.613, usercpu_time_millis_testing: 12.326, usercpu_time_millis_training: 563.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9751, kappa: 0.8948, kb_relative_information_score: 2583.8766, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9753, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.1973, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4162, scimark_benchmark: 1280.8938, usercpu_time_millis: 2840.274, usercpu_time_millis_testing: 12.637, usercpu_time_millis_training: 2827.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9631, kappa: 0.8428, kb_relative_information_score: 2424.4227, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9632, predictive_accuracy: 0.964, prior_entropy: 0.5848, recall: 0.964, relative_absolute_error: 0.2462, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.502, scimark_benchmark: 1290.7218, usercpu_time_millis: 533.899, usercpu_time_millis_testing: 12.974, usercpu_time_millis_training: 520.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.955, kappa: 0.8056, kb_relative_information_score: 2233.2213, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9562, predictive_accuracy: 0.957, prior_entropy: 0.5848, recall: 0.957, relative_absolute_error: 0.313, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.5348, scimark_benchmark: 1289.9485, usercpu_time_millis: 520.971, usercpu_time_millis_testing: 10.9, usercpu_time_millis_training: 510.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9708, kappa: 0.8762, kb_relative_information_score: 2598.8781, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9708, predictive_accuracy: 0.9713, prior_entropy: 0.5848, recall: 0.9713, relative_absolute_error: 0.1829, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.4326, scimark_benchmark: 1277.8163, usercpu_time_millis: 16255.608, usercpu_time_millis_testing: 16.272, usercpu_time_millis_training: 16239.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9668, kappa: 0.8588, kb_relative_information_score: 2574.3354, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9671, predictive_accuracy: 0.9677, prior_entropy: 0.5848, recall: 0.9677, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.4653, scimark_benchmark: 1301.8825, usercpu_time_millis: 709.232, usercpu_time_millis_testing: 14.048, usercpu_time_millis_training: 695.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9645, kappa: 0.8487, kb_relative_information_score: 2541.1086, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9649, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.4695, scimark_benchmark: 1253.9691, usercpu_time_millis: 645.456, usercpu_time_millis_testing: 13.07, usercpu_time_millis_training: 632.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.959, kappa: 0.8236, kb_relative_information_score: 2302.3412, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.96, predictive_accuracy: 0.9607, prior_entropy: 0.5848, recall: 0.9607, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.5232, scimark_benchmark: 1276.0473, usercpu_time_millis: 504.095, usercpu_time_millis_testing: 12.853, usercpu_time_millis_training: 491.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9689, kappa: 0.8675, kb_relative_information_score: 2608.225, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9694, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.1965, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.157, root_relative_squared_error: 0.4524, scimark_benchmark: 1294.5333, usercpu_time_millis: 712.019, usercpu_time_millis_testing: 15.35, usercpu_time_millis_training: 696.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9544, kappa: 0.8033, kb_relative_information_score: 2269.6841, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9554, predictive_accuracy: 0.9564, prior_entropy: 0.5848, recall: 0.9564, relative_absolute_error: 0.2994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.5295, scimark_benchmark: 1283.0267, usercpu_time_millis: 528.738, usercpu_time_millis_testing: 13.074, usercpu_time_millis_training: 515.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9547, kappa: 0.8044, kb_relative_information_score: 2269.289, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9558, predictive_accuracy: 0.9567, prior_entropy: 0.5848, recall: 0.9567, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.5317, scimark_benchmark: 1296.0365, usercpu_time_millis: 529.446, usercpu_time_millis_testing: 12.269, usercpu_time_millis_training: 517.177,

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