OpenML
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: 0.9738, f_measure: 0.9652, kappa: 0.852, kb_relative_information_score: 2450.8058, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9655, predictive_accuracy: 0.9661, prior_entropy: 0.5848, recall: 0.9661, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.4672, scimark_benchmark: 1805.5141, usercpu_time_millis: 106.037, usercpu_time_millis_testing: 0.758, usercpu_time_millis_training: 105.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9718, kappa: 0.8799, kb_relative_information_score: 2278.758, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9723, predictive_accuracy: 0.9726, prior_entropy: 0.5848, recall: 0.9726, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.483, scimark_benchmark: 1811.4633, usercpu_time_millis: 100.729, usercpu_time_millis_testing: 1.274, usercpu_time_millis_training: 99.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.97, kappa: 0.8713, kb_relative_information_score: 2259.7679, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.971, predictive_accuracy: 0.971, prior_entropy: 0.5848, recall: 0.971, relative_absolute_error: 0.3153, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.4852, scimark_benchmark: 1807.3437, usercpu_time_millis: 100.902, usercpu_time_millis_testing: 2, usercpu_time_millis_training: 98.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9678, kappa: 0.8654, kb_relative_information_score: 2357.8885, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9677, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.164, root_relative_squared_error: 0.4727, scimark_benchmark: 1852.4707, usercpu_time_millis: 102.89, usercpu_time_millis_testing: 0.597, usercpu_time_millis_training: 102.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9773, kappa: 0.9043, kb_relative_information_score: 2660.2247, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9775, predictive_accuracy: 0.9777, prior_entropy: 0.5848, recall: 0.9777, relative_absolute_error: 0.1714, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1379, root_relative_squared_error: 0.3975, scimark_benchmark: 1784.9138, usercpu_time_millis: 85.301, usercpu_time_millis_testing: 0.933, usercpu_time_millis_training: 84.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9684, kappa: 0.8644, kb_relative_information_score: 2404.122, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9694, predictive_accuracy: 0.9695, prior_entropy: 0.5848, recall: 0.9695, relative_absolute_error: 0.2659, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4728, scimark_benchmark: 1820.069, usercpu_time_millis: 70.736, usercpu_time_millis_testing: 1.162, usercpu_time_millis_training: 69.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9542, kappa: 0.7984, kb_relative_information_score: 2114.3027, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9587, predictive_accuracy: 0.9573, prior_entropy: 0.5848, recall: 0.9573, relative_absolute_error: 0.3997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.184, root_relative_squared_error: 0.5302, scimark_benchmark: 1799.1558, usercpu_time_millis: 61.93, usercpu_time_millis_testing: 3.749, usercpu_time_millis_training: 58.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9546, kappa: 0.8, kb_relative_information_score: 2072.6793, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9589, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.4131, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.5324, scimark_benchmark: 1784.8898, usercpu_time_millis: 52.318, usercpu_time_millis_testing: 2.545, usercpu_time_millis_training: 49.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9645, kappa: 0.8461, kb_relative_information_score: 2187.9654, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9665, predictive_accuracy: 0.9661, prior_entropy: 0.5848, recall: 0.9661, relative_absolute_error: 0.3541, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.4932, scimark_benchmark: 1807.2619, usercpu_time_millis: 55.15, usercpu_time_millis_testing: 2.021, usercpu_time_millis_training: 53.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.9604, kappa: 0.8369, kb_relative_information_score: 2273.7692, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9608, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.5152, scimark_benchmark: 1812.2788, usercpu_time_millis: 35.641, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 35.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9451, kappa: 0.7556, kb_relative_information_score: 1999.7909, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9518, predictive_accuracy: 0.9497, prior_entropy: 0.5848, recall: 0.9497, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.5568, scimark_benchmark: 1842.228, usercpu_time_millis: 56.559, usercpu_time_millis_testing: 3.464, usercpu_time_millis_training: 53.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9759, kappa: 0.8971, kb_relative_information_score: 2473.9805, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9765, predictive_accuracy: 0.9765, prior_entropy: 0.5848, recall: 0.9765, relative_absolute_error: 0.2464, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.4264, scimark_benchmark: 1776.3991, usercpu_time_millis: 60.935, usercpu_time_millis_testing: 1.724, usercpu_time_millis_training: 59.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9552, kappa: 0.813, kb_relative_information_score: 2256.1405, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.955, predictive_accuracy: 0.9555, prior_entropy: 0.5848, recall: 0.9555, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.182, root_relative_squared_error: 0.5245, scimark_benchmark: 1829.5851, usercpu_time_millis: 55.947, usercpu_time_millis_testing: 0.572, usercpu_time_millis_training: 55.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9551, kappa: 0.8106, kb_relative_information_score: 2269.5918, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9548, predictive_accuracy: 0.9558, prior_entropy: 0.5848, recall: 0.9558, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.5093, scimark_benchmark: 1851.4429, usercpu_time_millis: 65.049, usercpu_time_millis_testing: 0.708, usercpu_time_millis_training: 64.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9751, kappa: 0.8946, kb_relative_information_score: 2561.0333, mean_absolute_error: 0.0484, 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: 0.201, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.4311, scimark_benchmark: 1792.3595, usercpu_time_millis: 56.584, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 55.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9739, kappa: 0.8887, kb_relative_information_score: 2428.4968, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9746, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.2607, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.156, root_relative_squared_error: 0.4497, scimark_benchmark: 1814.8018, usercpu_time_millis: 9.386, usercpu_time_millis_testing: 0.618, usercpu_time_millis_training: 8.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.9594, kappa: 0.8314, kb_relative_information_score: 2236.3168, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9594, predictive_accuracy: 0.9594, prior_entropy: 0.5848, recall: 0.9594, relative_absolute_error: 0.3036, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.176, root_relative_squared_error: 0.5073, scimark_benchmark: 1815.1639, usercpu_time_millis: 51.982, usercpu_time_millis_testing: 0.601, usercpu_time_millis_training: 51.381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9764, kappa: 0.9001, kb_relative_information_score: 2588.5701, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9765, predictive_accuracy: 0.9768, prior_entropy: 0.5848, recall: 0.9768, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4138, scimark_benchmark: 1832.5979, usercpu_time_millis: 26.911, usercpu_time_millis_testing: 0.618, usercpu_time_millis_training: 26.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9689, kappa: 0.8658, kb_relative_information_score: 2337.5082, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9704, predictive_accuracy: 0.9701, prior_entropy: 0.5848, recall: 0.9701, relative_absolute_error: 0.3027, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.4722, scimark_benchmark: 1817.2244, usercpu_time_millis: 42.347, usercpu_time_millis_testing: 1.797, usercpu_time_millis_training: 40.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.7363, 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: 1782.143, usercpu_time_millis: 7.562, usercpu_time_millis_testing: 1.264, usercpu_time_millis_training: 6.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.545, 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: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1818.6991, usercpu_time_millis: 6.22, usercpu_time_millis_testing: 1.053, usercpu_time_millis_training: 5.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -6.9958, mean_absolute_error: 0.241, 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: 1.0001, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1785.9759, usercpu_time_millis: 4.752, usercpu_time_millis_testing: 0.823, usercpu_time_millis_training: 3.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9736, kappa: 0.887, kb_relative_information_score: 2449.9803, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9744, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.2577, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.4449, scimark_benchmark: 1819.4765, usercpu_time_millis: 13.653, usercpu_time_millis_testing: 0.682, usercpu_time_millis_training: 12.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9068, kappa: 0.5692, kb_relative_information_score: 1474.1018, mean_absolute_error: 0.1562, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9258, predictive_accuracy: 0.9204, prior_entropy: 0.5848, recall: 0.9204, relative_absolute_error: 0.6482, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.6966, scimark_benchmark: 1848.388, usercpu_time_millis: 9.836, usercpu_time_millis_testing: 0.968, usercpu_time_millis_training: 8.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -2.915, 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: 1839.5885, usercpu_time_millis: 5.766, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 4.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.7953, kb_relative_information_score: -0.2168, 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: 1802.4489, usercpu_time_millis: 7.965, usercpu_time_millis_testing: 1.231, usercpu_time_millis_training: 6.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -14.6758, mean_absolute_error: 0.2411, 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: 1.0005, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1831.1565, usercpu_time_millis: 3.06, usercpu_time_millis_testing: 0.532, usercpu_time_millis_training: 2.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -4.3591, 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: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1845.5677, usercpu_time_millis: 6.221, usercpu_time_millis_testing: 1.067, usercpu_time_millis_training: 5.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9275, kappa: 0.6713, kb_relative_information_score: 1803.8925, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9392, predictive_accuracy: 0.9357, prior_entropy: 0.5848, recall: 0.9357, relative_absolute_error: 0.5288, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.6104, scimark_benchmark: 1822.1528, usercpu_time_millis: 34.866, usercpu_time_millis_testing: 2.371, usercpu_time_millis_training: 32.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.7295, 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: 1848.388, usercpu_time_millis: 5.991, usercpu_time_millis_testing: 1.125, usercpu_time_millis_training: 4.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.2876, 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: 1801.8405, usercpu_time_millis: 4.21, usercpu_time_millis_testing: 0.82, usercpu_time_millis_training: 3.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -6.6524, 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: 1843.3605, usercpu_time_millis: 4.562, usercpu_time_millis_testing: 0.78, usercpu_time_millis_training: 3.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.9601, kappa: 0.8361, kb_relative_information_score: 2474.2255, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9607, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.5155, scimark_benchmark: 1845.2509, usercpu_time_millis: 7.167, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 6.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9633, kappa: 0.8469, kb_relative_information_score: 2284.4885, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9632, predictive_accuracy: 0.9634, prior_entropy: 0.5848, recall: 0.9634, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.4881, scimark_benchmark: 1833.5908, usercpu_time_millis: 34.221, usercpu_time_millis_testing: 0.604, usercpu_time_millis_training: 33.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9742, kappa: 0.8908, kb_relative_information_score: 2559.291, mean_absolute_error: 0.0483, 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: 0.2006, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.148, root_relative_squared_error: 0.4265, scimark_benchmark: 1785.3259, usercpu_time_millis: 28.128, usercpu_time_millis_testing: 0.61, usercpu_time_millis_training: 27.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.7055, 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: 1852.0222, usercpu_time_millis: 6.384, usercpu_time_millis_testing: 0.973, usercpu_time_millis_training: 5.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.2122, 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: 1785.768, usercpu_time_millis: 5.422, usercpu_time_millis_testing: 0.878, usercpu_time_millis_training: 4.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.6167, 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: 1790.5405, usercpu_time_millis: 5.409, usercpu_time_millis_testing: 0.88, usercpu_time_millis_training: 4.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -3.117, 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: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1819.0184, usercpu_time_millis: 5.358, usercpu_time_millis_testing: 0.935, usercpu_time_millis_training: 4.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.7806, 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: 1782.7165, usercpu_time_millis: 5.914, usercpu_time_millis_testing: 1.003, usercpu_time_millis_training: 4.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -3.8801, 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: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1825.2108, usercpu_time_millis: 6.411, usercpu_time_millis_testing: 1.087, usercpu_time_millis_training: 5.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9592, kappa: 0.8215, kb_relative_information_score: 2161.1165, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9625, predictive_accuracy: 0.9616, prior_entropy: 0.5848, recall: 0.9616, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.5077, scimark_benchmark: 1849.8294, usercpu_time_millis: 29.941, usercpu_time_millis_testing: 1.467, usercpu_time_millis_training: 28.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.202, 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: 1797.4594, usercpu_time_millis: 7.341, usercpu_time_millis_testing: 1.252, usercpu_time_millis_training: 6.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.4027, 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: 1813.256, usercpu_time_millis: 4.989, usercpu_time_millis_testing: 0.791, usercpu_time_millis_training: 4.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3968, 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: 1828.124, usercpu_time_millis: 6.377, usercpu_time_millis_testing: 1.304, usercpu_time_millis_training: 5.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.7681, 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: 1849.9051, usercpu_time_millis: 5.719, usercpu_time_millis_testing: 0.995, usercpu_time_millis_training: 4.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -1.356, 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: 1830.8694, usercpu_time_millis: 5.992, usercpu_time_millis_testing: 1.012, usercpu_time_millis_training: 4.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -4.034, 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: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1821.2439, usercpu_time_millis: 5.636, usercpu_time_millis_testing: 0.94, usercpu_time_millis_training: 4.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.5726, 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: 1850.2875, usercpu_time_millis: 5.591, usercpu_time_millis_testing: 0.869, usercpu_time_millis_training: 4.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -3.0416, 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: 1833.0628, usercpu_time_millis: 7.8, usercpu_time_millis_testing: 1.198, usercpu_time_millis_training: 6.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -7.0585, 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: 1813.0659, usercpu_time_millis: 3.118, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 2.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -3.2698, 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: 1819.4314, usercpu_time_millis: 7.314, usercpu_time_millis_testing: 1.218, usercpu_time_millis_training: 6.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.6185, mean_absolute_error: 0.2407, 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: 0.9992, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1830.1131, usercpu_time_millis: 5.579, usercpu_time_millis_testing: 0.861, usercpu_time_millis_training: 4.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -5.494, 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: 1822.6808, usercpu_time_millis: 3.001, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 2.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -2.9422, 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: 1792.1843, usercpu_time_millis: 7.423, usercpu_time_millis_testing: 1.239, usercpu_time_millis_training: 6.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -4.5415, 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: 1842.228, usercpu_time_millis: 7.636, usercpu_time_millis_testing: 1.12, usercpu_time_millis_training: 6.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -5.5396, mean_absolute_error: 0.2404, 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: 0.9977, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1793.7926, usercpu_time_millis: 3.319, usercpu_time_millis_testing: 0.581, usercpu_time_millis_training: 2.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -2.2909, 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: 1835.8033, usercpu_time_millis: 7.494, usercpu_time_millis_testing: 1.256, usercpu_time_millis_training: 6.238,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.7448, 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: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1847.555, usercpu_time_millis: 6.603, usercpu_time_millis_testing: 1.132, usercpu_time_millis_training: 5.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -39.9747, 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: 1.001, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1847.0381, usercpu_time_millis: 3.045, usercpu_time_millis_testing: 0.533, usercpu_time_millis_training: 2.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9601, kappa: 0.8345, kb_relative_information_score: 2245.2339, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9602, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.505, scimark_benchmark: 1830.7616, usercpu_time_millis: 231.418, usercpu_time_millis_testing: 0.913, usercpu_time_millis_training: 230.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9593, kappa: 0.8315, kb_relative_information_score: 2276.4271, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9595, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2835, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.5048, scimark_benchmark: 1829.178, usercpu_time_millis: 239.708, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 238.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.972, kappa: 0.8815, kb_relative_information_score: 2577.2432, mean_absolute_error: 0.0452, 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: 0.1874, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.4401, scimark_benchmark: 1850.9434, usercpu_time_millis: 230.713, usercpu_time_millis_testing: 0.729, usercpu_time_millis_training: 229.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9624, kappa: 0.8438, kb_relative_information_score: 2335.7185, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.5848, recall: 0.9625, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4805, scimark_benchmark: 1834.2992, usercpu_time_millis: 249.265, usercpu_time_millis_testing: 0.841, usercpu_time_millis_training: 248.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.9307, kappa: 0.7003, kb_relative_information_score: 1835.968, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9305, predictive_accuracy: 0.9338, prior_entropy: 0.5848, recall: 0.9338, relative_absolute_error: 0.4685, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.6363, scimark_benchmark: 1845.7835, usercpu_time_millis: 226.011, usercpu_time_millis_testing: 1.116, usercpu_time_millis_training: 224.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.9159, kappa: 0.6177, kb_relative_information_score: 1487.8301, mean_absolute_error: 0.1466, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.926, predictive_accuracy: 0.9256, prior_entropy: 0.5848, recall: 0.9256, relative_absolute_error: 0.6085, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.6922, scimark_benchmark: 1839.2774, usercpu_time_millis: 196.479, usercpu_time_millis_testing: 1.482, usercpu_time_millis_training: 194.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9736, kappa: 0.8886, kb_relative_information_score: 2510.5724, mean_absolute_error: 0.0515, 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: 0.2139, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.4311, scimark_benchmark: 1824.6719, usercpu_time_millis: 163.497, usercpu_time_millis_testing: 0.967, usercpu_time_millis_training: 162.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9684, kappa: 0.8667, kb_relative_information_score: 2275.4816, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9683, predictive_accuracy: 0.9689, prior_entropy: 0.5848, recall: 0.9689, relative_absolute_error: 0.2963, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.4894, scimark_benchmark: 1845.7456, usercpu_time_millis: 149.438, usercpu_time_millis_testing: 1.475, usercpu_time_millis_training: 147.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9727, kappa: 0.8833, kb_relative_information_score: 2376.8854, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9733, predictive_accuracy: 0.9735, prior_entropy: 0.5848, recall: 0.9735, relative_absolute_error: 0.2773, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.4474, scimark_benchmark: 1844.7474, usercpu_time_millis: 176.794, usercpu_time_millis_testing: 3.942, usercpu_time_millis_training: 172.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.96, kappa: 0.8339, kb_relative_information_score: 2238.4719, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.96, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.3053, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.5041, scimark_benchmark: 1821.2823, usercpu_time_millis: 136.491, usercpu_time_millis_testing: 0.796, usercpu_time_millis_training: 135.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9701, kappa: 0.8731, kb_relative_information_score: 2517.0048, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9702, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.2113, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.4537, scimark_benchmark: 1837.7222, usercpu_time_millis: 151.917, usercpu_time_millis_testing: 0.705, usercpu_time_millis_training: 151.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9748, kappa: 0.8936, kb_relative_information_score: 2497.8337, mean_absolute_error: 0.0536, 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: 0.2226, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.4347, scimark_benchmark: 1827.6449, usercpu_time_millis: 122.198, usercpu_time_millis_testing: 0.895, usercpu_time_millis_training: 121.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.972, kappa: 0.8815, kb_relative_information_score: 2398.2749, mean_absolute_error: 0.0616, 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: 0.2555, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.4528, scimark_benchmark: 1835.6541, usercpu_time_millis: 103.466, usercpu_time_millis_testing: 1.092, usercpu_time_millis_training: 102.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.9529, kappa: 0.8028, kb_relative_information_score: 2238.7224, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9526, predictive_accuracy: 0.9533, prior_entropy: 0.5848, recall: 0.9533, relative_absolute_error: 0.2976, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.5338, scimark_benchmark: 1854.4431, usercpu_time_millis: 112.886, usercpu_time_millis_testing: 0.71, usercpu_time_millis_training: 112.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9627, kappa: 0.838, kb_relative_information_score: 2177.3056, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9652, predictive_accuracy: 0.9646, prior_entropy: 0.5848, recall: 0.9646, relative_absolute_error: 0.3586, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5007, scimark_benchmark: 1847.8629, usercpu_time_millis: 136.581, usercpu_time_millis_testing: 4.233, usercpu_time_millis_training: 132.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9717, kappa: 0.88, kb_relative_information_score: 2596.8237, mean_absolute_error: 0.0431, 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: 0.1789, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.4326, scimark_benchmark: 1832.6275, usercpu_time_millis: 98.286, usercpu_time_millis_testing: 0.628, usercpu_time_millis_training: 97.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9732, kappa: 0.8867, kb_relative_information_score: 2558.11, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9734, predictive_accuracy: 0.9738, prior_entropy: 0.5848, recall: 0.9738, relative_absolute_error: 0.199, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.4313, scimark_benchmark: 1838.8304, usercpu_time_millis: 120.027, usercpu_time_millis_testing: 0.766, usercpu_time_millis_training: 119.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9758, kappa: 0.8978, kb_relative_information_score: 2577.3253, mean_absolute_error: 0.049, 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: 0.2034, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4169, scimark_benchmark: 1850.2875, usercpu_time_millis: 74.929, usercpu_time_millis_testing: 0.942, usercpu_time_millis_training: 73.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9723, kappa: 0.8829, kb_relative_information_score: 2395.7358, mean_absolute_error: 0.0623, 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: 0.2587, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.451, scimark_benchmark: 1827.119, usercpu_time_millis: 117.002, usercpu_time_millis_testing: 1.294, usercpu_time_millis_training: 115.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9563, kappa: 0.818, kb_relative_information_score: 2289.0375, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9562, predictive_accuracy: 0.9564, prior_entropy: 0.5848, recall: 0.9564, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.177, root_relative_squared_error: 0.5101, scimark_benchmark: 1832.1735, usercpu_time_millis: 66.098, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 65.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9577, kappa: 0.8147, kb_relative_information_score: 2104.5837, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9615, predictive_accuracy: 0.9604, prior_entropy: 0.5848, recall: 0.9604, relative_absolute_error: 0.3953, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.181, root_relative_squared_error: 0.5218, scimark_benchmark: 1702.153, usercpu_time_millis: 117.004, usercpu_time_millis_testing: 4.843, usercpu_time_millis_training: 112.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9654, kappa: 0.8501, kb_relative_information_score: 2256.4449, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9676, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.3354, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.4801, scimark_benchmark: 1839.7313, usercpu_time_millis: 96.829, usercpu_time_millis_testing: 4.094, usercpu_time_millis_training: 92.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9592, kappa: 0.8312, kb_relative_information_score: 2296.1651, mean_absolute_error: 0.0692, 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: 0.2872, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.5221, scimark_benchmark: 1842.8117, usercpu_time_millis: 92.787, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 92.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9536, kappa: 0.805, kb_relative_information_score: 2209.094, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9533, predictive_accuracy: 0.9543, prior_entropy: 0.5848, recall: 0.9543, relative_absolute_error: 0.3176, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.524, scimark_benchmark: 1842.1882, usercpu_time_millis: 78.873, usercpu_time_millis_testing: 0.775, usercpu_time_millis_training: 78.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9751, kappa: 0.8944, kb_relative_information_score: 2527.9848, mean_absolute_error: 0.0534, 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: 0.2217, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.4211, scimark_benchmark: 1835.2642, usercpu_time_millis: 75.699, usercpu_time_millis_testing: 1.532, usercpu_time_millis_training: 74.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.96, kappa: 0.8315, kb_relative_information_score: 2253.1365, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9598, predictive_accuracy: 0.9607, prior_entropy: 0.5848, recall: 0.9607, relative_absolute_error: 0.3045, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4998, scimark_benchmark: 1840.7617, usercpu_time_millis: 72.161, usercpu_time_millis_testing: 0.773, usercpu_time_millis_training: 71.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9743, kappa: 0.8908, kb_relative_information_score: 2496.3609, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9748, predictive_accuracy: 0.975, prior_entropy: 0.5848, recall: 0.975, relative_absolute_error: 0.2378, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.152, root_relative_squared_error: 0.438, scimark_benchmark: 1850.9136, usercpu_time_millis: 54.747, usercpu_time_millis_testing: 1.051, usercpu_time_millis_training: 53.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9702, kappa: 0.874, kb_relative_information_score: 2416.8525, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9702, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.2319, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.4681, scimark_benchmark: 1833.2039, usercpu_time_millis: 33.093, usercpu_time_millis_testing: 0.538, usercpu_time_millis_training: 32.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9603, kappa: 0.836, kb_relative_information_score: 2251.7924, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9606, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.2897, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.5093, scimark_benchmark: 1845.264, usercpu_time_millis: 52.693, usercpu_time_millis_testing: 0.575, usercpu_time_millis_training: 52.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9617, kappa: 0.8336, kb_relative_information_score: 2136.6496, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9642, predictive_accuracy: 0.9637, prior_entropy: 0.5848, recall: 0.9637, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.5289, scimark_benchmark: 1847.3406, usercpu_time_millis: 46.795, usercpu_time_millis_testing: 1.026, usercpu_time_millis_training: 45.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -3.3762, 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: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1834.3739, usercpu_time_millis: 6.129, usercpu_time_millis_testing: 1.048, usercpu_time_millis_training: 5.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.6477, 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: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1826.6366, usercpu_time_millis: 6.03, usercpu_time_millis_testing: 1.033, usercpu_time_millis_training: 4.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.6103, 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: 1849.3014, usercpu_time_millis: 5.396, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 4.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -3.9907, 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: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1832.6321, usercpu_time_millis: 7.018, usercpu_time_millis_testing: 1.225, usercpu_time_millis_training: 5.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: 0.2647, 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: 1832.6275, usercpu_time_millis: 7.393, usercpu_time_millis_testing: 1.247, usercpu_time_millis_training: 6.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9732, kappa: 0.8867, kb_relative_information_score: 2479.106, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9734, predictive_accuracy: 0.9738, prior_entropy: 0.5848, recall: 0.9738, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.4457, scimark_benchmark: 1829.632, usercpu_time_millis: 31.717, usercpu_time_millis_testing: 0.601, usercpu_time_millis_training: 31.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.7953, kb_relative_information_score: -1.7977, 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: 1853.9121, usercpu_time_millis: 4.37, usercpu_time_millis_testing: 0.71, usercpu_time_millis_training: 3.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -5.0699, 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: 1.0001, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1828.7081, usercpu_time_millis: 3.681, usercpu_time_millis_testing: 0.622, usercpu_time_millis_training: 3.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -3.3036, 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: 1827.1394, usercpu_time_millis: 6.904, usercpu_time_millis_testing: 1.211, usercpu_time_millis_training: 5.693,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs