Task
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 146085 Supervised Classification Internet-Advertisements 12645 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

12645 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9678, kappa: 0.8652, kb_relative_information_score: 2422.3813, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9676, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2253, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4729, scimark_benchmark: 1706.0228, usercpu_time_millis: 5808.139, usercpu_time_millis_testing: 2.679, usercpu_time_millis_training: 5805.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9702, kappa: 0.874, kb_relative_information_score: 2517.3778, mean_absolute_error: 0.0499, 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: 0.2072, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1558, root_relative_squared_error: 0.449, scimark_benchmark: 1703.2296, usercpu_time_millis: 3200.074, usercpu_time_millis_testing: 1.746, usercpu_time_millis_training: 3198.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9705, kappa: 0.8755, kb_relative_information_score: 2531.1877, mean_absolute_error: 0.0488, 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: 0.2026, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.4486, scimark_benchmark: 1733.078, usercpu_time_millis: 2573.726, usercpu_time_millis_testing: 1.674, usercpu_time_millis_training: 2572.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9771, kappa: 0.9038, kb_relative_information_score: 2684.031, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9771, predictive_accuracy: 0.9774, prior_entropy: 0.5848, recall: 0.9774, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.3992, scimark_benchmark: 1737.4803, usercpu_time_millis: 2479.74, usercpu_time_millis_testing: 3.681, usercpu_time_millis_training: 2476.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9743, kappa: 0.8918, kb_relative_information_score: 2625.7721, mean_absolute_error: 0.0425, 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: 0.1763, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.4231, scimark_benchmark: 1759.3617, usercpu_time_millis: 2457.092, usercpu_time_millis_testing: 1.964, usercpu_time_millis_training: 2455.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9595, kappa: 0.833, kb_relative_information_score: 2328.1806, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9599, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2576, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5063, scimark_benchmark: 1733.9036, usercpu_time_millis: 1583.184, usercpu_time_millis_testing: 1.305, usercpu_time_millis_training: 1581.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9729, kappa: 0.8855, kb_relative_information_score: 2568.2592, mean_absolute_error: 0.0473, 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: 0.1961, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.4248, scimark_benchmark: 1764.4678, usercpu_time_millis: 1532.713, usercpu_time_millis_testing: 2.774, usercpu_time_millis_training: 1529.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9706, kappa: 0.8762, kb_relative_information_score: 2409.0437, mean_absolute_error: 0.0559, 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: 0.232, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.4615, scimark_benchmark: 1739.1047, usercpu_time_millis: 1470.788, usercpu_time_millis_testing: 1.774, usercpu_time_millis_training: 1469.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9559, kappa: 0.8159, kb_relative_information_score: 2276.7569, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9557, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.5257, scimark_benchmark: 1763.6473, usercpu_time_millis: 1375.799, usercpu_time_millis_testing: 1.406, usercpu_time_millis_training: 1374.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9583, kappa: 0.828, kb_relative_information_score: 2282.9686, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9587, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.5307, scimark_benchmark: 1762.3512, usercpu_time_millis: 850.809, usercpu_time_millis_testing: 0.767, usercpu_time_millis_training: 850.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9774, kappa: 0.9045, kb_relative_information_score: 2657.9068, 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: 0.1382, root_relative_squared_error: 0.3984, scimark_benchmark: 1756.9609, usercpu_time_millis: 786.2, usercpu_time_millis_testing: 2.781, usercpu_time_millis_training: 783.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9755, kappa: 0.8966, kb_relative_information_score: 2631.1129, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.4111, scimark_benchmark: 1752.7157, usercpu_time_millis: 630.371, usercpu_time_millis_testing: 2.049, usercpu_time_millis_training: 628.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9745, kappa: 0.8922, kb_relative_information_score: 2534.2774, mean_absolute_error: 0.0517, 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: 0.2144, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.4277, scimark_benchmark: 1762.2658, usercpu_time_millis: 621.563, usercpu_time_millis_testing: 3.673, usercpu_time_millis_training: 617.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9733, kappa: 0.8869, kb_relative_information_score: 2548.3234, mean_absolute_error: 0.0495, 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: 0.2053, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.4316, scimark_benchmark: 1736.5894, usercpu_time_millis: 553.235, usercpu_time_millis_testing: 1.793, usercpu_time_millis_training: 551.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9597, kappa: 0.8335, kb_relative_information_score: 2286.4377, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.96, predictive_accuracy: 0.9594, prior_entropy: 0.5848, recall: 0.9594, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.5278, scimark_benchmark: 1740.7565, usercpu_time_millis: 280.848, usercpu_time_millis_testing: 0.641, usercpu_time_millis_training: 280.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9599, kappa: 0.8343, kb_relative_information_score: 2281.0824, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9601, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.2822, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.5173, scimark_benchmark: 1764.4678, usercpu_time_millis: 154.407, usercpu_time_millis_testing: 0.655, usercpu_time_millis_training: 153.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.8805, kappa: 0.4378, kb_relative_information_score: 1286.6817, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9075, predictive_accuracy: 0.9024, prior_entropy: 0.5848, recall: 0.9024, relative_absolute_error: 0.6588, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.7459, scimark_benchmark: 1755.0063, usercpu_time_millis: 135.601, usercpu_time_millis_testing: 1.146, usercpu_time_millis_training: 134.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9594, kappa: 0.8324, kb_relative_information_score: 2248.2629, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9597, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2923, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.5103, scimark_benchmark: 1740.7146, usercpu_time_millis: 41.317, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 40.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -3.2623, 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, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1756.0671, usercpu_time_millis: 4.108, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 3.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -20.5656, 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: 1.0002, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1721.7002, usercpu_time_millis: 2.991, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 2.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.958, kappa: 0.8269, kb_relative_information_score: 2279.1474, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9584, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.2759, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.5368, scimark_benchmark: 1732.7744, usercpu_time_millis: 6726.259, usercpu_time_millis_testing: 2.359, usercpu_time_millis_training: 6723.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9762, kappa: 0.9002, kb_relative_information_score: 2683.8063, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9762, predictive_accuracy: 0.9765, prior_entropy: 0.5848, recall: 0.9765, relative_absolute_error: 0.1509, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.4158, scimark_benchmark: 1737.0198, usercpu_time_millis: 6185.127, usercpu_time_millis_testing: 2.732, usercpu_time_millis_training: 6182.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9762, kappa: 0.9002, kb_relative_information_score: 2690.7771, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9762, predictive_accuracy: 0.9765, prior_entropy: 0.5848, recall: 0.9765, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.143, root_relative_squared_error: 0.4123, scimark_benchmark: 1725.326, usercpu_time_millis: 4027.279, usercpu_time_millis_testing: 2.186, usercpu_time_millis_training: 4025.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9648, kappa: 0.8529, kb_relative_information_score: 2380.8088, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9646, predictive_accuracy: 0.9649, prior_entropy: 0.5848, recall: 0.9649, relative_absolute_error: 0.2407, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.478, scimark_benchmark: 1736.8699, usercpu_time_millis: 3024.745, usercpu_time_millis_testing: 1.586, usercpu_time_millis_training: 3023.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.9599, kappa: 0.8343, kb_relative_information_score: 2276.041, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9601, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.2815, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.5057, scimark_benchmark: 1738.6686, usercpu_time_millis: 2156.16, usercpu_time_millis_testing: 2.305, usercpu_time_millis_training: 2153.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9588, kappa: 0.8299, kb_relative_information_score: 2293.5897, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9591, predictive_accuracy: 0.9585, prior_entropy: 0.5848, recall: 0.9585, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5168, scimark_benchmark: 1735.1935, usercpu_time_millis: 1923.415, usercpu_time_millis_testing: 1.906, usercpu_time_millis_training: 1921.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9758, kappa: 0.8977, kb_relative_information_score: 2619.325, mean_absolute_error: 0.0449, 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: 0.1864, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.4074, scimark_benchmark: 1726.1942, usercpu_time_millis: 1850.199, usercpu_time_millis_testing: 4.803, usercpu_time_millis_training: 1845.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9636, kappa: 0.8486, kb_relative_information_score: 2363.3453, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9636, predictive_accuracy: 0.9637, prior_entropy: 0.5848, recall: 0.9637, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.4852, scimark_benchmark: 1743.2785, usercpu_time_millis: 1697.327, usercpu_time_millis_testing: 1.156, usercpu_time_millis_training: 1696.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.9598, kappa: 0.8344, kb_relative_information_score: 2313.5348, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9602, predictive_accuracy: 0.9594, prior_entropy: 0.5848, recall: 0.9594, relative_absolute_error: 0.2636, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.499, scimark_benchmark: 1738.6415, usercpu_time_millis: 1284.651, usercpu_time_millis_testing: 1.638, usercpu_time_millis_training: 1283.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9714, kappa: 0.8791, kb_relative_information_score: 2621.1092, mean_absolute_error: 0.0425, 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: 0.1764, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.147, root_relative_squared_error: 0.4237, scimark_benchmark: 1733.7613, usercpu_time_millis: 1129.598, usercpu_time_millis_testing: 1.517, usercpu_time_millis_training: 1128.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9739, kappa: 0.8894, kb_relative_information_score: 2575.5629, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.974, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.4313, scimark_benchmark: 1733.078, usercpu_time_millis: 1075.241, usercpu_time_millis_testing: 2.349, usercpu_time_millis_training: 1072.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9733, kappa: 0.8872, kb_relative_information_score: 2612.7814, mean_absolute_error: 0.0446, 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: 0.1851, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.4175, scimark_benchmark: 1673.6174, usercpu_time_millis: 961.282, usercpu_time_millis_testing: 2.085, usercpu_time_millis_training: 959.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9729, kappa: 0.8855, kb_relative_information_score: 2586.5005, mean_absolute_error: 0.0462, 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: 0.1919, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.4211, scimark_benchmark: 1740.1897, usercpu_time_millis: 924.443, usercpu_time_millis_testing: 2.116, usercpu_time_millis_training: 922.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9745, kappa: 0.8922, kb_relative_information_score: 2522.4197, mean_absolute_error: 0.0511, 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: 0.212, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.4278, scimark_benchmark: 1732.0147, usercpu_time_millis: 905.905, usercpu_time_millis_testing: 3.374, usercpu_time_millis_training: 902.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9733, kappa: 0.8869, kb_relative_information_score: 2618.1325, mean_absolute_error: 0.0439, 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: 0.1824, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.4153, scimark_benchmark: 1726.5633, usercpu_time_millis: 355.693, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 354.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9754, kappa: 0.8959, kb_relative_information_score: 2579.6497, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.4153, scimark_benchmark: 1730.6331, usercpu_time_millis: 351.515, usercpu_time_millis_testing: 2.782, usercpu_time_millis_training: 348.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9751, kappa: 0.8946, kb_relative_information_score: 2533.3661, mean_absolute_error: 0.0526, 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: 0.2183, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.4178, scimark_benchmark: 1734.7321, usercpu_time_millis: 255.074, usercpu_time_millis_testing: 2.395, usercpu_time_millis_training: 252.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9651, kappa: 0.8488, kb_relative_information_score: 2210.3057, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9672, predictive_accuracy: 0.9668, prior_entropy: 0.5848, recall: 0.9668, relative_absolute_error: 0.3497, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.4881, scimark_benchmark: 1738.6059, usercpu_time_millis: 200.74, usercpu_time_millis_testing: 4.703, usercpu_time_millis_training: 196.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9617, kappa: 0.833, kb_relative_information_score: 2144.6037, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9644, predictive_accuracy: 0.9637, prior_entropy: 0.5848, recall: 0.9637, relative_absolute_error: 0.3764, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.5046, scimark_benchmark: 1741.028, usercpu_time_millis: 143.514, usercpu_time_millis_testing: 3.239, usercpu_time_millis_training: 140.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9671, kappa: 0.8577, kb_relative_information_score: 2283.1491, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9691, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.3227, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.4717, scimark_benchmark: 1747.6794, usercpu_time_millis: 41.664, usercpu_time_millis_testing: 1.825, usercpu_time_millis_training: 39.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9689, kappa: 0.8688, kb_relative_information_score: 2591.2213, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9689, predictive_accuracy: 0.9695, prior_entropy: 0.5848, recall: 0.9695, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.4521, scimark_benchmark: 1721.2142, usercpu_time_millis: 7937.186, usercpu_time_millis_testing: 2.912, usercpu_time_millis_training: 7934.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9739, kappa: 0.89, kb_relative_information_score: 2615.1286, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.974, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.1792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.4269, scimark_benchmark: 1787.636, usercpu_time_millis: 3269.74, usercpu_time_millis_testing: 2.357, usercpu_time_millis_training: 3267.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9701, kappa: 0.8736, kb_relative_information_score: 2594.4047, mean_absolute_error: 0.0435, 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: 0.1806, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.153, root_relative_squared_error: 0.4409, scimark_benchmark: 1850.2875, usercpu_time_millis: 2470.386, usercpu_time_millis_testing: 1.815, usercpu_time_millis_training: 2468.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9708, kappa: 0.8762, kb_relative_information_score: 2581.9051, mean_absolute_error: 0.0448, 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: 0.1859, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.153, root_relative_squared_error: 0.4408, scimark_benchmark: 1793.5351, usercpu_time_millis: 1815.04, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 1813.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9714, kappa: 0.8791, kb_relative_information_score: 2606.6804, mean_absolute_error: 0.0429, 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: 0.1781, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.4313, scimark_benchmark: 1716.1466, usercpu_time_millis: 1692.174, usercpu_time_millis_testing: 1.446, usercpu_time_millis_training: 1690.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.9591, kappa: 0.8313, kb_relative_information_score: 2306.1885, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9595, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.5106, scimark_benchmark: 1714.7312, usercpu_time_millis: 1611.786, usercpu_time_millis_testing: 1.315, usercpu_time_millis_training: 1610.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9756, kappa: 0.897, kb_relative_information_score: 2655.122, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.1668, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1412, root_relative_squared_error: 0.4071, scimark_benchmark: 1730.9334, usercpu_time_millis: 1413.925, usercpu_time_millis_testing: 2.19, usercpu_time_millis_training: 1411.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9759, kappa: 0.8988, kb_relative_information_score: 2689.5235, mean_absolute_error: 0.0364, 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: 0.1509, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.4119, scimark_benchmark: 1736.005, usercpu_time_millis: 1332.203, usercpu_time_millis_testing: 1.261, usercpu_time_millis_training: 1330.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9714, kappa: 0.8788, kb_relative_information_score: 2536.9396, mean_absolute_error: 0.05, 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: 0.2075, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.4452, scimark_benchmark: 1732.3049, usercpu_time_millis: 1085.993, usercpu_time_millis_testing: 1.832, usercpu_time_millis_training: 1084.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9732, kappa: 0.8867, kb_relative_information_score: 2531.9917, mean_absolute_error: 0.0501, 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: 0.2079, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.4379, scimark_benchmark: 1730.1287, usercpu_time_millis: 967.698, usercpu_time_millis_testing: 2.258, usercpu_time_millis_training: 965.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9753, kappa: 0.8962, kb_relative_information_score: 2659.7618, mean_absolute_error: 0.0378, 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: 0.1567, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.4198, scimark_benchmark: 1713.1066, usercpu_time_millis: 864.983, usercpu_time_millis_testing: 0.835, usercpu_time_millis_training: 864.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.9296, kappa: 0.6938, kb_relative_information_score: 1792.6055, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9298, predictive_accuracy: 0.9332, prior_entropy: 0.5848, recall: 0.9332, relative_absolute_error: 0.494, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.6316, scimark_benchmark: 1735.1328, usercpu_time_millis: 369.129, usercpu_time_millis_testing: 1.467, usercpu_time_millis_training: 367.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.9597, kappa: 0.8328, kb_relative_information_score: 2258.1715, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9597, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.2955, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.506, scimark_benchmark: 1853.3841, usercpu_time_millis: 302.047, usercpu_time_millis_testing: 1.007, usercpu_time_millis_training: 301.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9717, kappa: 0.8803, kb_relative_information_score: 2517.6401, mean_absolute_error: 0.0502, 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: 0.2083, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.4357, scimark_benchmark: 1726.5817, usercpu_time_millis: 186.867, usercpu_time_millis_testing: 0.759, usercpu_time_millis_training: 186.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9665, kappa: 0.8555, kb_relative_information_score: 2143.6022, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9682, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.3711, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.5036, scimark_benchmark: 1735.1328, usercpu_time_millis: 94.562, usercpu_time_millis_testing: 1.279, usercpu_time_millis_training: 93.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9542, kappa: 0.7984, kb_relative_information_score: 2072.8381, mean_absolute_error: 0.1008, 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: 0.4183, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.5318, scimark_benchmark: 1747.3262, usercpu_time_millis: 68.756, usercpu_time_millis_testing: 2.44, usercpu_time_millis_training: 66.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.975, kappa: 0.8938, kb_relative_information_score: 2524.536, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9754, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.2243, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.434, scimark_benchmark: 1735.4752, usercpu_time_millis: 67.35, usercpu_time_millis_testing: 0.955, usercpu_time_millis_training: 66.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.9063, kappa: 0.567, kb_relative_information_score: 1421.7548, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9244, predictive_accuracy: 0.9198, prior_entropy: 0.5848, recall: 0.9198, relative_absolute_error: 0.6354, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.7016, scimark_benchmark: 1737.4733, usercpu_time_millis: 52.964, usercpu_time_millis_testing: 0.929, usercpu_time_millis_training: 52.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9712, kappa: 0.8777, kb_relative_information_score: 2521.41, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9716, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.4379, scimark_benchmark: 1713.4936, usercpu_time_millis: 15.707, usercpu_time_millis_testing: 0.623, usercpu_time_millis_training: 15.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -3.8144, 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: 1731.9625, usercpu_time_millis: 6.245, usercpu_time_millis_testing: 1.048, usercpu_time_millis_training: 5.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.974, kappa: 0.8904, kb_relative_information_score: 2657.7228, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.974, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.1619, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.4201, scimark_benchmark: 1751.8784, usercpu_time_millis: 4869.349, usercpu_time_millis_testing: 2.13, usercpu_time_millis_training: 4867.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9676, kappa: 0.8636, kb_relative_information_score: 2461.9404, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9674, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.4672, scimark_benchmark: 1671.169, usercpu_time_millis: 4976.415, usercpu_time_millis_testing: 2.12, usercpu_time_millis_training: 4974.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.9583, kappa: 0.8283, kb_relative_information_score: 2292.0131, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9588, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.5312, scimark_benchmark: 1772.3455, usercpu_time_millis: 5064.805, usercpu_time_millis_testing: 2.263, usercpu_time_millis_training: 5062.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.958, kappa: 0.8269, kb_relative_information_score: 2283.626, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9584, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.2741, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.5362, scimark_benchmark: 1769.5307, usercpu_time_millis: 3705.673, usercpu_time_millis_testing: 1.827, usercpu_time_millis_training: 3703.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9585, kappa: 0.8291, kb_relative_information_score: 2282.235, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9589, predictive_accuracy: 0.9582, prior_entropy: 0.5848, recall: 0.9582, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.5315, scimark_benchmark: 1717.4586, usercpu_time_millis: 3658.621, usercpu_time_millis_testing: 1.342, usercpu_time_millis_training: 3657.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9723, kappa: 0.8827, kb_relative_information_score: 2551.2377, mean_absolute_error: 0.0481, 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: 0.1998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.4399, scimark_benchmark: 1703.2566, usercpu_time_millis: 4008.207, usercpu_time_millis_testing: 3.717, usercpu_time_millis_training: 4004.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.975, kappa: 0.8948, kb_relative_information_score: 2680.0912, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9749, predictive_accuracy: 0.9753, prior_entropy: 0.5848, recall: 0.9753, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.4097, scimark_benchmark: 1815.9833, usercpu_time_millis: 3892.793, usercpu_time_millis_testing: 4.184, usercpu_time_millis_training: 3888.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.971, kappa: 0.8774, kb_relative_information_score: 2567.5079, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9712, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.4421, scimark_benchmark: 1731.9134, usercpu_time_millis: 3217.847, usercpu_time_millis_testing: 2.548, usercpu_time_millis_training: 3215.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9591, kappa: 0.8316, kb_relative_information_score: 2270.4562, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9595, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.2839, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.175, root_relative_squared_error: 0.5044, scimark_benchmark: 1735.3272, usercpu_time_millis: 3065.637, usercpu_time_millis_testing: 3.654, usercpu_time_millis_training: 3061.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.9688, kappa: 0.8688, kb_relative_information_score: 2396.473, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9687, predictive_accuracy: 0.9692, prior_entropy: 0.5848, recall: 0.9692, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.4731, scimark_benchmark: 1770.7333, usercpu_time_millis: 2879.783, usercpu_time_millis_testing: 1.886, usercpu_time_millis_training: 2877.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9746, kappa: 0.8932, kb_relative_information_score: 2625.3002, mean_absolute_error: 0.0423, 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: 0.1757, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.4228, scimark_benchmark: 1853.9121, usercpu_time_millis: 895.606, usercpu_time_millis_testing: 0.898, usercpu_time_millis_training: 894.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9732, kappa: 0.8863, kb_relative_information_score: 2553.2741, mean_absolute_error: 0.0501, 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: 0.208, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1505, root_relative_squared_error: 0.4338, scimark_benchmark: 1786.2907, usercpu_time_millis: 802.693, usercpu_time_millis_testing: 2.593, usercpu_time_millis_training: 800.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9721, kappa: 0.8821, kb_relative_information_score: 2323.0438, mean_absolute_error: 0.0661, 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: 0.2745, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.472, scimark_benchmark: 1735.3914, usercpu_time_millis: 556.047, usercpu_time_millis_testing: 2.659, usercpu_time_millis_training: 553.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.967, kappa: 0.8594, kb_relative_information_score: 2497.2084, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9675, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.227, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.4506, scimark_benchmark: 1704.1721, usercpu_time_millis: 403.099, usercpu_time_millis_testing: 1.707, usercpu_time_millis_training: 401.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9592, kappa: 0.8322, kb_relative_information_score: 2309.1718, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9597, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.2658, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5005, scimark_benchmark: 1715.91, usercpu_time_millis: 318.928, usercpu_time_millis_testing: 0.96, usercpu_time_millis_training: 317.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9619, kappa: 0.8381, kb_relative_information_score: 2322.6722, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9619, predictive_accuracy: 0.9628, prior_entropy: 0.5848, recall: 0.9628, relative_absolute_error: 0.2748, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4998, scimark_benchmark: 1709.3192, usercpu_time_millis: 432.132, usercpu_time_millis_testing: 1.393, usercpu_time_millis_training: 430.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -3.4185, 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: 1716.731, usercpu_time_millis: 8.332, usercpu_time_millis_testing: 1.443, usercpu_time_millis_training: 6.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -3.6328, 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: 1734.0969, usercpu_time_millis: 5.968, usercpu_time_millis_testing: 1.008, usercpu_time_millis_training: 4.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9553, kappa: 0.8037, kb_relative_information_score: 2126.6574, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9594, predictive_accuracy: 0.9582, prior_entropy: 0.5848, recall: 0.9582, relative_absolute_error: 0.3833, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.5301, scimark_benchmark: 1744.8915, usercpu_time_millis: 46.658, usercpu_time_millis_testing: 2.523, usercpu_time_millis_training: 44.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -5.0232, 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, 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: 4.447, usercpu_time_millis_testing: 0.759, usercpu_time_millis_training: 3.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.958, kappa: 0.8269, kb_relative_information_score: 2276.8492, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9584, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.54, scimark_benchmark: 1854.4951, usercpu_time_millis: 5820.312, usercpu_time_millis_testing: 1.945, usercpu_time_millis_training: 5818.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9583, kappa: 0.828, kb_relative_information_score: 2284.2885, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9587, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.5313, scimark_benchmark: 1844.6953, usercpu_time_millis: 5713.891, usercpu_time_millis_testing: 2.341, usercpu_time_millis_training: 5711.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.975, kappa: 0.895, kb_relative_information_score: 2653.6885, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9749, predictive_accuracy: 0.9753, prior_entropy: 0.5848, recall: 0.9753, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4171, scimark_benchmark: 1757.4218, usercpu_time_millis: 3406.838, usercpu_time_millis_testing: 2.242, usercpu_time_millis_training: 3404.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9744, kappa: 0.8924, kb_relative_information_score: 2654.1916, mean_absolute_error: 0.0389, 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: 0.1614, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.4182, scimark_benchmark: 1847.2233, usercpu_time_millis: 1753.819, usercpu_time_millis_testing: 1.382, usercpu_time_millis_training: 1752.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9579, kappa: 0.8263, kb_relative_information_score: 2282.6447, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9583, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.276, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.5297, scimark_benchmark: 1746.405, usercpu_time_millis: 1612.086, usercpu_time_millis_testing: 0.949, usercpu_time_millis_training: 1611.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9592, kappa: 0.8312, kb_relative_information_score: 2267.1956, mean_absolute_error: 0.0696, 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: 0.289, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.5047, scimark_benchmark: 1833.1413, usercpu_time_millis: 1102.936, usercpu_time_millis_testing: 1.965, usercpu_time_millis_training: 1100.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9726, kappa: 0.8843, kb_relative_information_score: 2506.0177, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9727, predictive_accuracy: 0.9732, prior_entropy: 0.5848, recall: 0.9732, relative_absolute_error: 0.2123, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.4375, scimark_benchmark: 1827.7168, usercpu_time_millis: 928.9, usercpu_time_millis_testing: 2.126, usercpu_time_millis_training: 926.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9711, kappa: 0.8779, kb_relative_information_score: 2399.3959, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9711, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.4633, scimark_benchmark: 1730.7262, usercpu_time_millis: 885.211, usercpu_time_millis_testing: 2.334, usercpu_time_millis_training: 882.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9549, kappa: 0.8116, kb_relative_information_score: 2271.1577, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9547, predictive_accuracy: 0.9552, prior_entropy: 0.5848, recall: 0.9552, relative_absolute_error: 0.2903, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.5259, scimark_benchmark: 1858.0974, usercpu_time_millis: 844.996, usercpu_time_millis_testing: 1.43, usercpu_time_millis_training: 843.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9602, kappa: 0.8354, kb_relative_information_score: 2278.8698, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9604, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.2817, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.5092, scimark_benchmark: 1735.5922, usercpu_time_millis: 666.618, usercpu_time_millis_testing: 1.138, usercpu_time_millis_training: 665.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9591, kappa: 0.8313, kb_relative_information_score: 2286.0811, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9595, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.2748, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.5252, scimark_benchmark: 1853.9121, usercpu_time_millis: 612.245, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 611.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9754, kappa: 0.896, kb_relative_information_score: 2568.0557, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4134, scimark_benchmark: 1850.4554, usercpu_time_millis: 360.998, usercpu_time_millis_testing: 2.54, usercpu_time_millis_training: 358.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9709, kappa: 0.876, kb_relative_information_score: 2195.1996, mean_absolute_error: 0.08, 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: 0.3321, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4999, scimark_benchmark: 1817.8883, usercpu_time_millis: 315.324, usercpu_time_millis_testing: 2.379, usercpu_time_millis_training: 312.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9761, kappa: 0.8987, kb_relative_information_score: 2623.1584, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9762, predictive_accuracy: 0.9765, prior_entropy: 0.5848, recall: 0.9765, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.405, scimark_benchmark: 1741.1554, usercpu_time_millis: 254.94, usercpu_time_millis_testing: 1.512, usercpu_time_millis_training: 253.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9746, kappa: 0.8914, kb_relative_information_score: 2460.7911, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.5848, recall: 0.9753, relative_absolute_error: 0.2522, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.4378, scimark_benchmark: 1836.2249, usercpu_time_millis: 209.452, usercpu_time_millis_testing: 3.575, usercpu_time_millis_training: 205.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9722, kappa: 0.8822, kb_relative_information_score: 2436.5304, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9725, predictive_accuracy: 0.9729, prior_entropy: 0.5848, recall: 0.9729, relative_absolute_error: 0.2462, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.4507, scimark_benchmark: 1837.9033, usercpu_time_millis: 177.677, usercpu_time_millis_testing: 1.209, usercpu_time_millis_training: 176.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.933, kappa: 0.6978, kb_relative_information_score: 1857.0414, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.943, predictive_accuracy: 0.9399, prior_entropy: 0.5848, recall: 0.9399, relative_absolute_error: 0.5091, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.5974, scimark_benchmark: 1838.622, usercpu_time_millis: 49.948, usercpu_time_millis_testing: 2.893, usercpu_time_millis_training: 47.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9723, kappa: 0.8829, kb_relative_information_score: 2502.584, mean_absolute_error: 0.0517, 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: 0.2147, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.155, root_relative_squared_error: 0.4466, scimark_benchmark: 1850.4154, usercpu_time_millis: 50.494, usercpu_time_millis_testing: 0.54, usercpu_time_millis_training: 49.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9734, kappa: 0.888, kb_relative_information_score: 2629.8805, mean_absolute_error: 0.0411, 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: 0.1707, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1471, root_relative_squared_error: 0.424, scimark_benchmark: 1845.4601, usercpu_time_millis: 45.752, usercpu_time_millis_testing: 0.531, usercpu_time_millis_training: 45.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.0658, 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: 1837.4118, usercpu_time_millis: 5.827, usercpu_time_millis_testing: 0.93, usercpu_time_millis_training: 4.897,

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