OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 9977 Supervised Classification nomao 32444 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_99
Issue #Downvotes for this reason By


Metric:

32444 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: 0.99, f_measure: 0.9589, kappa: 0.8991, kb_relative_information_score: 29567.8432, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9588, predictive_accuracy: 0.9589, prior_entropy: 0.863, recall: 0.9589, relative_absolute_error: 0.1434, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3888, scimark_benchmark: 1753.3522, usercpu_time_millis: 3494.156, usercpu_time_millis_testing: 6.111, usercpu_time_millis_training: 3488.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9619, kappa: 0.9064, kb_relative_information_score: 28777.5081, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9618, predictive_accuracy: 0.962, prior_entropy: 0.863, recall: 0.962, relative_absolute_error: 0.1751, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.3824, scimark_benchmark: 1736.6998, usercpu_time_millis: 1064.422, usercpu_time_millis_testing: 14.829, usercpu_time_millis_training: 1049.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.9157, kappa: 0.7881, kb_relative_information_score: 24537.0399, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9206, predictive_accuracy: 0.9186, prior_entropy: 0.863, recall: 0.9186, relative_absolute_error: 0.2926, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.5244, scimark_benchmark: 1769.1945, usercpu_time_millis: 2820.711, usercpu_time_millis_testing: 9.017, usercpu_time_millis_training: 2811.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9596, kappa: 0.9009, kb_relative_information_score: 28894.3135, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9596, predictive_accuracy: 0.9596, prior_entropy: 0.863, recall: 0.9596, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3902, scimark_benchmark: 1729.728, usercpu_time_millis: 1848.735, usercpu_time_millis_testing: 4.359, usercpu_time_millis_training: 1844.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9641, kappa: 0.912, kb_relative_information_score: 29180.3084, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.9642, prior_entropy: 0.863, recall: 0.9642, relative_absolute_error: 0.162, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3717, scimark_benchmark: 1241.8657, usercpu_time_millis: 1704.574, usercpu_time_millis_testing: 8.203, usercpu_time_millis_training: 1696.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.958, kappa: 0.8969, kb_relative_information_score: 27964.582, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.958, predictive_accuracy: 0.9581, prior_entropy: 0.863, recall: 0.9581, relative_absolute_error: 0.2006, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.4032, scimark_benchmark: 1797.7569, usercpu_time_millis: 304.374, usercpu_time_millis_testing: 6.705, usercpu_time_millis_training: 297.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9616, kappa: 0.9057, kb_relative_information_score: 28659.1987, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9615, predictive_accuracy: 0.9616, prior_entropy: 0.863, recall: 0.9616, relative_absolute_error: 0.1792, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3837, scimark_benchmark: 1537.4905, usercpu_time_millis: 178.856, usercpu_time_millis_testing: 2.745, usercpu_time_millis_training: 176.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -7.7423, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1782.4766, usercpu_time_millis: 42.588, usercpu_time_millis_testing: 5.136, usercpu_time_millis_training: 37.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9273, kappa: 0.8175, kb_relative_information_score: 18935.7877, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.932, predictive_accuracy: 0.9297, prior_entropy: 0.863, recall: 0.9297, relative_absolute_error: 0.5104, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.587, scimark_benchmark: 1823.6169, usercpu_time_millis: 125.049, usercpu_time_millis_testing: 8.198, usercpu_time_millis_training: 116.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9334, kappa: 0.8346, kb_relative_information_score: 25265.2598, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9341, predictive_accuracy: 0.9344, prior_entropy: 0.863, recall: 0.9344, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.4975, scimark_benchmark: 1757.7092, usercpu_time_millis: 1709.826, usercpu_time_millis_testing: 7.483, usercpu_time_millis_training: 1702.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9435, kappa: 0.8613, kb_relative_information_score: 27289.1771, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9434, predictive_accuracy: 0.9435, prior_entropy: 0.863, recall: 0.9435, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.206, root_relative_squared_error: 0.4561, scimark_benchmark: 1312.1678, usercpu_time_millis: 12662.17, usercpu_time_millis_testing: 24.871, usercpu_time_millis_training: 12637.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9601, kappa: 0.9021, kb_relative_information_score: 28602.8273, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9601, predictive_accuracy: 0.9602, prior_entropy: 0.863, recall: 0.9602, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3925, scimark_benchmark: 1187.3048, usercpu_time_millis: 5824.646, usercpu_time_millis_testing: 25.636, usercpu_time_millis_training: 5799.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -0.4304, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1276.441, usercpu_time_millis: 23.332, usercpu_time_millis_testing: 3.219, usercpu_time_millis_training: 20.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9459, kappa: 0.8668, kb_relative_information_score: 26813.8804, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9458, predictive_accuracy: 0.9461, prior_entropy: 0.863, recall: 0.9461, relative_absolute_error: 0.2315, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.4482, scimark_benchmark: 1847.2191, usercpu_time_millis: 1148.454, usercpu_time_millis_testing: 6.074, usercpu_time_millis_training: 1142.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9226, kappa: 0.8059, kb_relative_information_score: 24670.7177, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.926, predictive_accuracy: 0.9248, prior_entropy: 0.863, recall: 0.9248, relative_absolute_error: 0.2955, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.5088, scimark_benchmark: 1778.5465, usercpu_time_millis: 1190.427, usercpu_time_millis_testing: 8.775, usercpu_time_millis_training: 1181.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9554, kappa: 0.8906, kb_relative_information_score: 27894.906, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9555, prior_entropy: 0.863, recall: 0.9555, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.4127, scimark_benchmark: 1817.8312, usercpu_time_millis: 1099.595, usercpu_time_millis_testing: 14.843, usercpu_time_millis_training: 1084.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, f_measure: 0.8654, kappa: 0.674, kb_relative_information_score: 17367.8293, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8677, predictive_accuracy: 0.8639, prior_entropy: 0.863, recall: 0.8639, relative_absolute_error: 0.5037, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.6871, scimark_benchmark: 1922.3679, usercpu_time_millis: 1249.316, usercpu_time_millis_testing: 8.478, usercpu_time_millis_training: 1240.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9374, kappa: 0.8452, kb_relative_information_score: 25816.4698, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9376, predictive_accuracy: 0.9381, prior_entropy: 0.863, recall: 0.9381, relative_absolute_error: 0.2613, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.4766, scimark_benchmark: 763.1685, usercpu_time_millis: 973.807, usercpu_time_millis_testing: 12.438, usercpu_time_millis_training: 961.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9341, kappa: 0.8364, kb_relative_information_score: 25317.7165, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9346, predictive_accuracy: 0.935, prior_entropy: 0.863, recall: 0.935, relative_absolute_error: 0.2713, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.4962, scimark_benchmark: 1757.1473, usercpu_time_millis: 1130.764, usercpu_time_millis_testing: 3.5, usercpu_time_millis_training: 1127.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.955, kappa: 0.8897, kb_relative_information_score: 28115.9471, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.955, predictive_accuracy: 0.955, prior_entropy: 0.863, recall: 0.955, relative_absolute_error: 0.1921, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.4115, scimark_benchmark: 1745.0579, usercpu_time_millis: 1656.877, usercpu_time_millis_testing: 5.795, usercpu_time_millis_training: 1651.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.868, kappa: 0.679, kb_relative_information_score: 17261.8501, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8693, predictive_accuracy: 0.8671, prior_entropy: 0.863, recall: 0.8671, relative_absolute_error: 0.5097, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.308, root_relative_squared_error: 0.6818, scimark_benchmark: 1750.0878, usercpu_time_millis: 1233.582, usercpu_time_millis_testing: 9.559, usercpu_time_millis_training: 1224.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9521, kappa: 0.8825, kb_relative_information_score: 27580.8734, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9521, predictive_accuracy: 0.9522, prior_entropy: 0.863, recall: 0.9522, relative_absolute_error: 0.2093, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4275, scimark_benchmark: 1764.2523, usercpu_time_millis: 2941.258, usercpu_time_millis_testing: 12.259, usercpu_time_millis_training: 2928.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -7.5617, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1839.2058, usercpu_time_millis: 13.969, usercpu_time_millis_testing: 1.708, usercpu_time_millis_training: 12.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9251, kappa: 0.8143, kb_relative_information_score: 25036.8526, mean_absolute_error: 0.1132, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9255, predictive_accuracy: 0.9262, prior_entropy: 0.863, recall: 0.9262, relative_absolute_error: 0.2775, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.5118, scimark_benchmark: 2111.6044, usercpu_time_millis: 3.706, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 3.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -2.7818, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1837.1955, usercpu_time_millis: 17.934, usercpu_time_millis_testing: 1.319, usercpu_time_millis_training: 16.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -5.1428, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 2081.9994, usercpu_time_millis: 19.915, usercpu_time_millis_testing: 3.073, usercpu_time_millis_training: 16.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -2.3441, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1730.9043, usercpu_time_millis: 14.596, usercpu_time_millis_testing: 0.843, usercpu_time_millis_training: 13.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9641, kappa: 0.9119, kb_relative_information_score: 29018.8223, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.9642, prior_entropy: 0.863, recall: 0.9642, relative_absolute_error: 0.1686, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3726, scimark_benchmark: 1257.4196, usercpu_time_millis: 2676.173, usercpu_time_millis_testing: 27.991, usercpu_time_millis_training: 2648.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9344, kappa: 0.8372, kb_relative_information_score: 24786.303, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.935, predictive_accuracy: 0.9354, prior_entropy: 0.863, recall: 0.9354, relative_absolute_error: 0.2998, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2218, root_relative_squared_error: 0.491, scimark_benchmark: 1228.5664, usercpu_time_millis: 1252.086, usercpu_time_millis_testing: 25.854, usercpu_time_millis_training: 1226.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.921, kappa: 0.8021, kb_relative_information_score: 24708.3996, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9242, predictive_accuracy: 0.9233, prior_entropy: 0.863, recall: 0.9233, relative_absolute_error: 0.2894, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.5148, scimark_benchmark: 1315.4609, usercpu_time_millis: 7246.009, usercpu_time_millis_testing: 21.3, usercpu_time_millis_training: 7224.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9632, kappa: 0.9097, kb_relative_information_score: 28755.2408, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9632, predictive_accuracy: 0.9633, prior_entropy: 0.863, recall: 0.9633, relative_absolute_error: 0.178, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.3756, scimark_benchmark: 1933.8977, usercpu_time_millis: 73.359, usercpu_time_millis_testing: 1.805, usercpu_time_millis_training: 71.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.8577, kappa: 0.651, kb_relative_information_score: 15608.5386, mean_absolute_error: 0.2343, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8576, predictive_accuracy: 0.8578, prior_entropy: 0.863, recall: 0.8578, relative_absolute_error: 0.5741, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3334, root_relative_squared_error: 0.7381, scimark_benchmark: 753.3783, usercpu_time_millis: 243.196, usercpu_time_millis_testing: 11.913, usercpu_time_millis_training: 231.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9662, kappa: 0.9171, kb_relative_information_score: 29455.7672, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9662, predictive_accuracy: 0.9663, prior_entropy: 0.863, recall: 0.9663, relative_absolute_error: 0.154, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.362, scimark_benchmark: 1744.4315, usercpu_time_millis: 187.13, usercpu_time_millis_testing: 1.524, usercpu_time_millis_training: 185.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8664, kappa: 0.6737, kb_relative_information_score: 17277.2155, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8669, predictive_accuracy: 0.8659, prior_entropy: 0.863, recall: 0.8659, relative_absolute_error: 0.5132, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.6865, scimark_benchmark: 1727.4988, usercpu_time_millis: 225.627, usercpu_time_millis_testing: 6.55, usercpu_time_millis_training: 219.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -3.1203, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1729.728, usercpu_time_millis: 10.627, usercpu_time_millis_testing: 1.081, usercpu_time_millis_training: 9.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.8674, kappa: 0.6742, kb_relative_information_score: 15361.829, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8671, predictive_accuracy: 0.8677, prior_entropy: 0.863, recall: 0.8677, relative_absolute_error: 0.5855, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.6866, scimark_benchmark: 1749.3753, usercpu_time_millis: 140.282, usercpu_time_millis_testing: 6.317, usercpu_time_millis_training: 133.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -0.0281, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 2146.3093, usercpu_time_millis: 50.041, usercpu_time_millis_testing: 6.645, usercpu_time_millis_training: 43.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9636, kappa: 0.9105, kb_relative_information_score: 28937.9644, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9635, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1707, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.3762, scimark_benchmark: 1769.6463, usercpu_time_millis: 83.68, usercpu_time_millis_testing: 1.566, usercpu_time_millis_training: 82.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9174, kappa: 0.7923, kb_relative_information_score: 23697.1093, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9222, predictive_accuracy: 0.9202, prior_entropy: 0.863, recall: 0.9202, relative_absolute_error: 0.3349, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.5197, scimark_benchmark: 1782.4212, usercpu_time_millis: 168.834, usercpu_time_millis_testing: 5.567, usercpu_time_millis_training: 163.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.937, kappa: 0.8438, kb_relative_information_score: 25906.5073, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9373, predictive_accuracy: 0.9377, prior_entropy: 0.863, recall: 0.9377, relative_absolute_error: 0.2556, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.4796, scimark_benchmark: 1437.9881, usercpu_time_millis: 346.16, usercpu_time_millis_testing: 1.89, usercpu_time_millis_training: 344.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9599, kappa: 0.9016, kb_relative_information_score: 28592.4763, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9598, predictive_accuracy: 0.9599, prior_entropy: 0.863, recall: 0.9599, relative_absolute_error: 0.1795, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.3937, scimark_benchmark: 1504.3453, usercpu_time_millis: 3175.37, usercpu_time_millis_testing: 13.72, usercpu_time_millis_training: 3161.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9504, kappa: 0.8784, kb_relative_information_score: 27173.2731, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9505, prior_entropy: 0.863, recall: 0.9505, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.4359, scimark_benchmark: 1517.4793, usercpu_time_millis: 1962.99, usercpu_time_millis_testing: 17.94, usercpu_time_millis_training: 1945.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9519, kappa: 0.8819, kb_relative_information_score: 27248.5929, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9518, predictive_accuracy: 0.9519, prior_entropy: 0.863, recall: 0.9519, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4313, scimark_benchmark: 1485.3779, usercpu_time_millis: 657.31, usercpu_time_millis_testing: 7.08, usercpu_time_millis_training: 650.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9409, kappa: 0.8543, kb_relative_information_score: 26172.6999, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9409, predictive_accuracy: 0.9414, prior_entropy: 0.863, recall: 0.9414, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.4666, scimark_benchmark: 1402.0296, usercpu_time_millis: 1400.72, usercpu_time_millis_testing: 17.08, usercpu_time_millis_training: 1383.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.867, kappa: 0.6753, kb_relative_information_score: 17367.7185, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8676, predictive_accuracy: 0.8664, prior_entropy: 0.863, recall: 0.8664, relative_absolute_error: 0.5099, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6805, scimark_benchmark: 1453.5412, usercpu_time_millis: 393.69, usercpu_time_millis_testing: 12.4, usercpu_time_millis_training: 381.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9559, kappa: 0.8919, kb_relative_information_score: 28578.4737, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9559, predictive_accuracy: 0.956, prior_entropy: 0.863, recall: 0.956, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.4031, scimark_benchmark: 1486.1435, usercpu_time_millis: 924.24, usercpu_time_millis_testing: 2.19, usercpu_time_millis_training: 922.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9652, kappa: 0.9145, kb_relative_information_score: 29339.2512, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3662, scimark_benchmark: 1466.8056, usercpu_time_millis: 1020.35, usercpu_time_millis_testing: 5.57, usercpu_time_millis_training: 1014.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9164, kappa: 0.7896, kb_relative_information_score: 24416.0793, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9216, predictive_accuracy: 0.9193, prior_entropy: 0.863, recall: 0.9193, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.5217, scimark_benchmark: 1423.6984, usercpu_time_millis: 1147.77, usercpu_time_millis_testing: 8.42, usercpu_time_millis_training: 1139.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -2.0216, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1469.5686, usercpu_time_millis: 40.21, usercpu_time_millis_testing: 5.87, usercpu_time_millis_training: 34.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9213, kappa: 0.8028, kb_relative_information_score: 24794.6297, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9246, predictive_accuracy: 0.9236, prior_entropy: 0.863, recall: 0.9236, relative_absolute_error: 0.2871, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.5122, scimark_benchmark: 1485.0298, usercpu_time_millis: 2125.64, usercpu_time_millis_testing: 20.46, usercpu_time_millis_training: 2105.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9576, kappa: 0.8959, kb_relative_information_score: 28185.8626, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9575, predictive_accuracy: 0.9577, prior_entropy: 0.863, recall: 0.9577, relative_absolute_error: 0.1932, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4009, scimark_benchmark: 1482.4022, usercpu_time_millis: 728.83, usercpu_time_millis_testing: 16.09, usercpu_time_millis_training: 712.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9169, kappa: 0.791, kb_relative_information_score: 24325.9869, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9221, predictive_accuracy: 0.9199, prior_entropy: 0.863, recall: 0.9199, relative_absolute_error: 0.3061, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2352, root_relative_squared_error: 0.5207, scimark_benchmark: 1457.4288, usercpu_time_millis: 744.95, usercpu_time_millis_testing: 15.77, usercpu_time_millis_training: 729.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.968, kappa: 0.9216, kb_relative_information_score: 29654.3641, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.968, predictive_accuracy: 0.9681, prior_entropy: 0.863, recall: 0.9681, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.16, root_relative_squared_error: 0.3542, scimark_benchmark: 1434.6346, usercpu_time_millis: 5701.49, usercpu_time_millis_testing: 33.06, usercpu_time_millis_training: 5668.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9629, kappa: 0.9089, kb_relative_information_score: 29019.6111, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.963, prior_entropy: 0.863, recall: 0.963, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.378, scimark_benchmark: 1412.1682, usercpu_time_millis: 703.77, usercpu_time_millis_testing: 4.1, usercpu_time_millis_training: 699.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9618, kappa: 0.9063, kb_relative_information_score: 28613.3266, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9618, predictive_accuracy: 0.9619, prior_entropy: 0.863, recall: 0.9619, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.384, scimark_benchmark: 1499.4358, usercpu_time_millis: 87.16, usercpu_time_millis_testing: 1.96, usercpu_time_millis_training: 85.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8673, kappa: 0.6764, kb_relative_information_score: 16908.1179, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8681, predictive_accuracy: 0.8666, prior_entropy: 0.863, recall: 0.8666, relative_absolute_error: 0.5236, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3092, root_relative_squared_error: 0.6845, scimark_benchmark: 1435.559, usercpu_time_millis: 671.95, usercpu_time_millis_testing: 11.23, usercpu_time_millis_training: 660.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9452, kappa: 0.8651, kb_relative_information_score: 26710.7642, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9451, predictive_accuracy: 0.9455, prior_entropy: 0.863, recall: 0.9455, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4508, scimark_benchmark: 1416.7569, usercpu_time_millis: 1959.37, usercpu_time_millis_testing: 26.99, usercpu_time_millis_training: 1932.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.9102, kappa: 0.7773, kb_relative_information_score: 22148.0032, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9104, predictive_accuracy: 0.9115, prior_entropy: 0.863, recall: 0.9115, relative_absolute_error: 0.3771, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.5675, scimark_benchmark: 1388.5376, usercpu_time_millis: 414.98, usercpu_time_millis_testing: 3.4, usercpu_time_millis_training: 411.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9638, kappa: 0.9111, kb_relative_information_score: 28780.2293, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9638, predictive_accuracy: 0.9639, prior_entropy: 0.863, recall: 0.9639, relative_absolute_error: 0.1779, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.3724, scimark_benchmark: 1486.0376, usercpu_time_millis: 840.8, usercpu_time_millis_testing: 24.85, usercpu_time_millis_training: 815.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9583, kappa: 0.8976, kb_relative_information_score: 28322.6948, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9583, predictive_accuracy: 0.9584, prior_entropy: 0.863, recall: 0.9584, relative_absolute_error: 0.1887, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.3978, scimark_benchmark: 1521.7284, usercpu_time_millis: 764.56, usercpu_time_millis_testing: 12.05, usercpu_time_millis_training: 752.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9626, kappa: 0.9083, kb_relative_information_score: 28966.428, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9626, predictive_accuracy: 0.9627, prior_entropy: 0.863, recall: 0.9627, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.3789, scimark_benchmark: 1468.9987, usercpu_time_millis: 5799.38, usercpu_time_millis_testing: 39.22, usercpu_time_millis_training: 5760.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9595, kappa: 0.9006, kb_relative_information_score: 28483.5663, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.863, recall: 0.9596, relative_absolute_error: 0.1838, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.3937, scimark_benchmark: 1458.5397, usercpu_time_millis: 797.9, usercpu_time_millis_testing: 8.12, usercpu_time_millis_training: 789.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9659, kappa: 0.9164, kb_relative_information_score: 29152.723, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9659, predictive_accuracy: 0.966, prior_entropy: 0.863, recall: 0.966, relative_absolute_error: 0.1651, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.365, scimark_benchmark: 1529.4983, usercpu_time_millis: 1551.59, usercpu_time_millis_testing: 41.46, usercpu_time_millis_training: 1510.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9331, kappa: 0.8338, kb_relative_information_score: 25163.2584, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9337, predictive_accuracy: 0.934, prior_entropy: 0.863, recall: 0.934, relative_absolute_error: 0.2828, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.4932, scimark_benchmark: 1514.0598, usercpu_time_millis: 973.68, usercpu_time_millis_testing: 18.26, usercpu_time_millis_training: 955.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9549, kappa: 0.8892, kb_relative_information_score: 27393.1687, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9549, predictive_accuracy: 0.9551, prior_entropy: 0.863, recall: 0.9551, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.4176, scimark_benchmark: 1455.118, usercpu_time_millis: 280.28, usercpu_time_millis_testing: 10.42, usercpu_time_millis_training: 269.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9293, kappa: 0.8238, kb_relative_information_score: 24988.132, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9308, predictive_accuracy: 0.9307, prior_entropy: 0.863, recall: 0.9307, relative_absolute_error: 0.2869, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.4994, scimark_benchmark: 1432.6808, usercpu_time_millis: 1144.9, usercpu_time_millis_testing: 8.24, usercpu_time_millis_training: 1136.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9561, kappa: 0.8915, kb_relative_information_score: 25439.9759, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9565, predictive_accuracy: 0.9566, prior_entropy: 0.863, recall: 0.9566, relative_absolute_error: 0.2963, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4386, scimark_benchmark: 1449.9371, usercpu_time_millis: 298.67, usercpu_time_millis_testing: 18.03, usercpu_time_millis_training: 280.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9624, kappa: 0.9079, kb_relative_information_score: 28969.7143, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.863, recall: 0.9625, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.3804, scimark_benchmark: 1447.9511, usercpu_time_millis: 2397.25, usercpu_time_millis_testing: 9.42, usercpu_time_millis_training: 2387.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9667, kappa: 0.9183, kb_relative_information_score: 29651.3799, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.162, root_relative_squared_error: 0.3585, scimark_benchmark: 1489.6019, usercpu_time_millis: 1178.24, usercpu_time_millis_testing: 4.03, usercpu_time_millis_training: 1174.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9296, kappa: 0.8247, kb_relative_information_score: 25050.1952, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9311, predictive_accuracy: 0.9311, prior_entropy: 0.863, recall: 0.9311, relative_absolute_error: 0.284, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.4996, scimark_benchmark: 1472.7344, usercpu_time_millis: 545.79, usercpu_time_millis_testing: 4.76, usercpu_time_millis_training: 541.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -3.2665, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1502.7383, usercpu_time_millis: 109.05, usercpu_time_millis_testing: 6.35, usercpu_time_millis_training: 102.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9706, kappa: 0.928, kb_relative_information_score: 30220.0324, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9706, predictive_accuracy: 0.9707, prior_entropy: 0.863, recall: 0.9707, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1533, root_relative_squared_error: 0.3393, scimark_benchmark: 1395.005, usercpu_time_millis: 5520.12, usercpu_time_millis_testing: 35.43, usercpu_time_millis_training: 5484.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.938, kappa: 0.8465, kb_relative_information_score: 25402.7192, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9382, predictive_accuracy: 0.9387, prior_entropy: 0.863, recall: 0.9387, relative_absolute_error: 0.279, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.4762, scimark_benchmark: 1490.2615, usercpu_time_millis: 928.88, usercpu_time_millis_testing: 22.67, usercpu_time_millis_training: 906.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9675, kappa: 0.9202, kb_relative_information_score: 29613.6975, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9674, predictive_accuracy: 0.9675, prior_entropy: 0.863, recall: 0.9675, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.353, scimark_benchmark: 1507.3112, usercpu_time_millis: 2174.45, usercpu_time_millis_testing: 29.66, usercpu_time_millis_training: 2144.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9656, kappa: 0.9156, kb_relative_information_score: 29490.9264, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9656, predictive_accuracy: 0.9657, prior_entropy: 0.863, recall: 0.9657, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.3624, scimark_benchmark: 1474.3424, usercpu_time_millis: 5932.7, usercpu_time_millis_testing: 29.71, usercpu_time_millis_training: 5902.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9365, kappa: 0.8423, kb_relative_information_score: 24374.3305, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9372, predictive_accuracy: 0.9374, prior_entropy: 0.863, recall: 0.9374, relative_absolute_error: 0.3179, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.4903, scimark_benchmark: 1436.7492, usercpu_time_millis: 485.29, usercpu_time_millis_testing: 23.7, usercpu_time_millis_training: 461.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9226, kappa: 0.8063, kb_relative_information_score: 24857.8691, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9255, predictive_accuracy: 0.9247, prior_entropy: 0.863, recall: 0.9247, relative_absolute_error: 0.2834, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.5119, scimark_benchmark: 1485.993, usercpu_time_millis: 3524.18, usercpu_time_millis_testing: 22.8, usercpu_time_millis_training: 3501.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9161, kappa: 0.7892, kb_relative_information_score: 23856.602, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9209, predictive_accuracy: 0.919, prior_entropy: 0.863, recall: 0.919, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.5256, scimark_benchmark: 1463.8056, usercpu_time_millis: 817.26, usercpu_time_millis_testing: 16.72, usercpu_time_millis_training: 800.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9664, kappa: 0.9175, kb_relative_information_score: 29449.6259, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9663, predictive_accuracy: 0.9664, prior_entropy: 0.863, recall: 0.9664, relative_absolute_error: 0.1546, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3603, scimark_benchmark: 1446.9483, usercpu_time_millis: 700.82, usercpu_time_millis_testing: 4.46, usercpu_time_millis_training: 696.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9132, kappa: 0.7831, kb_relative_information_score: 19463.3029, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9152, predictive_accuracy: 0.9154, prior_entropy: 0.863, recall: 0.9154, relative_absolute_error: 0.4703, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.5905, scimark_benchmark: 1479.0628, usercpu_time_millis: 8.47, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 8.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9529, kappa: 0.8843, kb_relative_information_score: 27655.2297, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9528, predictive_accuracy: 0.953, prior_entropy: 0.863, recall: 0.953, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.4233, scimark_benchmark: 1463.5167, usercpu_time_millis: 592.48, usercpu_time_millis_testing: 4.24, usercpu_time_millis_training: 588.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9449, kappa: 0.8642, kb_relative_information_score: 26371.5798, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9448, predictive_accuracy: 0.9452, prior_entropy: 0.863, recall: 0.9452, relative_absolute_error: 0.2481, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4528, scimark_benchmark: 1851.3287, usercpu_time_millis: 562.481, usercpu_time_millis_testing: 9.675, usercpu_time_millis_training: 552.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9666, kappa: 0.9181, kb_relative_information_score: 29651.756, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9666, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1479, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.3571, scimark_benchmark: 1774.0089, usercpu_time_millis: 622.835, usercpu_time_millis_testing: 2.224, usercpu_time_millis_training: 620.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9297, kappa: 0.8249, kb_relative_information_score: 25055.1135, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9311, predictive_accuracy: 0.9311, prior_entropy: 0.863, recall: 0.9311, relative_absolute_error: 0.2831, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5003, scimark_benchmark: 1846.4518, usercpu_time_millis: 828.823, usercpu_time_millis_testing: 4.723, usercpu_time_millis_training: 824.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9577, kappa: 0.8961, kb_relative_information_score: 28205.2955, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9576, predictive_accuracy: 0.9578, prior_entropy: 0.863, recall: 0.9578, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.4002, scimark_benchmark: 1854.4431, usercpu_time_millis: 979.145, usercpu_time_millis_testing: 19.148, usercpu_time_millis_training: 959.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9484, kappa: 0.8732, kb_relative_information_score: 26936.9493, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9483, predictive_accuracy: 0.9485, prior_entropy: 0.863, recall: 0.9485, relative_absolute_error: 0.2292, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4422, scimark_benchmark: 1756.6209, usercpu_time_millis: 1327.334, usercpu_time_millis_testing: 13.382, usercpu_time_millis_training: 1313.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9035, kappa: 0.7614, kb_relative_information_score: 22232.2551, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9032, predictive_accuracy: 0.9044, prior_entropy: 0.863, recall: 0.9044, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.5892, scimark_benchmark: 1854.4951, usercpu_time_millis: 1334.206, usercpu_time_millis_testing: 4.332, usercpu_time_millis_training: 1329.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.917, kappa: 0.7915, kb_relative_information_score: 23306.1882, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9216, predictive_accuracy: 0.9198, prior_entropy: 0.863, recall: 0.9198, relative_absolute_error: 0.3493, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.5259, scimark_benchmark: 1715.5791, usercpu_time_millis: 1113.668, usercpu_time_millis_testing: 13.118, usercpu_time_millis_training: 1100.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9532, kappa: 0.8852, kb_relative_information_score: 27423.2699, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9532, predictive_accuracy: 0.9533, prior_entropy: 0.863, recall: 0.9533, relative_absolute_error: 0.2153, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.192, root_relative_squared_error: 0.425, scimark_benchmark: 1728.4686, usercpu_time_millis: 1183.34, usercpu_time_millis_testing: 11.888, usercpu_time_millis_training: 1171.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9664, kappa: 0.9176, kb_relative_information_score: 29609.4084, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9664, predictive_accuracy: 0.9665, prior_entropy: 0.863, recall: 0.9665, relative_absolute_error: 0.1493, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.3588, scimark_benchmark: 1726.3126, usercpu_time_millis: 1832.17, usercpu_time_millis_testing: 4.968, usercpu_time_millis_training: 1827.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9557, kappa: 0.8914, kb_relative_information_score: 28129.5299, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9557, predictive_accuracy: 0.9558, prior_entropy: 0.863, recall: 0.9558, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4112, scimark_benchmark: 1845.3295, usercpu_time_millis: 2285.874, usercpu_time_millis_testing: 7.778, usercpu_time_millis_training: 2278.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9624, kappa: 0.9076, kb_relative_information_score: 28879.936, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.863, recall: 0.9625, relative_absolute_error: 0.1723, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.3806, scimark_benchmark: 1834.8102, usercpu_time_millis: 1109.54, usercpu_time_millis_testing: 6.229, usercpu_time_millis_training: 1103.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9239, kappa: 0.8093, kb_relative_information_score: 24763.9574, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9268, predictive_accuracy: 0.9259, prior_entropy: 0.863, recall: 0.9259, relative_absolute_error: 0.2913, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.5082, scimark_benchmark: 1735.5975, usercpu_time_millis: 1063.986, usercpu_time_millis_testing: 4.977, usercpu_time_millis_training: 1059.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9511, kappa: 0.8801, kb_relative_information_score: 27290.8935, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9511, predictive_accuracy: 0.9512, prior_entropy: 0.863, recall: 0.9512, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.4332, scimark_benchmark: 1722.3145, usercpu_time_millis: 1740.536, usercpu_time_millis_testing: 13.615, usercpu_time_millis_training: 1726.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9609, kappa: 0.9041, kb_relative_information_score: 28698.8761, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9609, predictive_accuracy: 0.961, prior_entropy: 0.863, recall: 0.961, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.388, scimark_benchmark: 1830.1173, usercpu_time_millis: 1946.303, usercpu_time_millis_testing: 10.939, usercpu_time_millis_training: 1935.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9633, kappa: 0.9099, kb_relative_information_score: 29001.2044, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9633, predictive_accuracy: 0.9634, prior_entropy: 0.863, recall: 0.9634, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.377, scimark_benchmark: 1729.3908, usercpu_time_millis: 1350.29, usercpu_time_millis_testing: 7.503, usercpu_time_millis_training: 1342.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9157, kappa: 0.7878, kb_relative_information_score: 24304.1916, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9212, predictive_accuracy: 0.9188, prior_entropy: 0.863, recall: 0.9188, relative_absolute_error: 0.305, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5243, scimark_benchmark: 1726.2939, usercpu_time_millis: 1460.535, usercpu_time_millis_testing: 8.694, usercpu_time_millis_training: 1451.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9368, kappa: 0.8435, kb_relative_information_score: 25585.6512, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9371, predictive_accuracy: 0.9375, prior_entropy: 0.863, recall: 0.9375, relative_absolute_error: 0.268, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.219, root_relative_squared_error: 0.4848, scimark_benchmark: 1728.0111, usercpu_time_millis: 1868.437, usercpu_time_millis_testing: 11.772, usercpu_time_millis_training: 1856.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9498, kappa: 0.877, kb_relative_information_score: 27917.2689, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9498, predictive_accuracy: 0.9499, prior_entropy: 0.863, recall: 0.9499, relative_absolute_error: 0.1956, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.4289, scimark_benchmark: 1691.5178, usercpu_time_millis: 7551.213, usercpu_time_millis_testing: 9.577, usercpu_time_millis_training: 7541.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -3.2517, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1856.0123, usercpu_time_millis: 44.732, usercpu_time_millis_testing: 7.381, usercpu_time_millis_training: 37.351,

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