Task
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

32334 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: 0.985, f_measure: 0.9439, kappa: 0.8619, kb_relative_information_score: 26512.3698, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9438, predictive_accuracy: 0.9442, prior_entropy: 0.863, recall: 0.9442, relative_absolute_error: 0.239, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.4598, scimark_benchmark: 2130.6864, usercpu_time_millis: 1746.342, usercpu_time_millis_testing: 10.745, usercpu_time_millis_training: 1735.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9671, kappa: 0.9191, kb_relative_information_score: 29705.8833, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.967, predictive_accuracy: 0.9671, prior_entropy: 0.863, recall: 0.9671, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3559, scimark_benchmark: 1849.3014, usercpu_time_millis: 1608.527, usercpu_time_millis_testing: 4.359, usercpu_time_millis_training: 1604.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9498, kappa: 0.8768, kb_relative_information_score: 27095.4439, mean_absolute_error: 0.0918, 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: 0.2248, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.4382, scimark_benchmark: 1841.1596, usercpu_time_millis: 1100.532, usercpu_time_millis_testing: 13.71, usercpu_time_millis_training: 1086.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9564, kappa: 0.893, kb_relative_information_score: 28045.4481, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9564, predictive_accuracy: 0.9565, prior_entropy: 0.863, recall: 0.9565, relative_absolute_error: 0.1964, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.4082, scimark_benchmark: 2060.2251, usercpu_time_millis: 815.517, usercpu_time_millis_testing: 10.137, usercpu_time_millis_training: 805.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9485, kappa: 0.8736, kb_relative_information_score: 26949.5407, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9484, predictive_accuracy: 0.9486, prior_entropy: 0.863, recall: 0.9486, relative_absolute_error: 0.2282, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.4443, scimark_benchmark: 1848.7762, usercpu_time_millis: 631.467, usercpu_time_millis_testing: 5.081, usercpu_time_millis_training: 626.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9186, kappa: 0.796, kb_relative_information_score: 24663.3081, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.922, predictive_accuracy: 0.921, prior_entropy: 0.863, recall: 0.921, relative_absolute_error: 0.2869, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.5218, scimark_benchmark: 1853.3841, usercpu_time_millis: 481.506, usercpu_time_millis_testing: 1.269, usercpu_time_millis_training: 480.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9671, kappa: 0.9192, kb_relative_information_score: 29603.5663, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9671, predictive_accuracy: 0.9671, prior_entropy: 0.863, recall: 0.9671, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.3518, scimark_benchmark: 1849.7595, usercpu_time_millis: 151.506, usercpu_time_millis_testing: 1.919, usercpu_time_millis_training: 149.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9312, kappa: 0.8275, kb_relative_information_score: 19321.6506, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9353, predictive_accuracy: 0.9333, prior_entropy: 0.863, recall: 0.9333, relative_absolute_error: 0.4991, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.5775, scimark_benchmark: 1851.8567, usercpu_time_millis: 131.549, usercpu_time_millis_testing: 8.282, usercpu_time_millis_training: 123.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9274, kappa: 0.8176, kb_relative_information_score: 18953.0111, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9321, predictive_accuracy: 0.9297, prior_entropy: 0.863, recall: 0.9297, relative_absolute_error: 0.5099, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.265, root_relative_squared_error: 0.5867, scimark_benchmark: 1838.168, usercpu_time_millis: 143.302, usercpu_time_millis_testing: 9.192, usercpu_time_millis_training: 134.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -5.6598, 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: 1853.5818, usercpu_time_millis: 14.085, usercpu_time_millis_testing: 1.761, usercpu_time_millis_training: 12.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -6.6047, 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: 2138.5291, usercpu_time_millis: 51.312, usercpu_time_millis_testing: 5.63, usercpu_time_millis_training: 45.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9247, kappa: 0.8119, kb_relative_information_score: 23036.3793, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9271, predictive_accuracy: 0.9266, prior_entropy: 0.863, recall: 0.9266, relative_absolute_error: 0.3598, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.236, root_relative_squared_error: 0.5225, scimark_benchmark: 1852.9259, usercpu_time_millis: 10.113, usercpu_time_millis_testing: 0.533, usercpu_time_millis_training: 9.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9479, kappa: 0.8722, kb_relative_information_score: 27120.1116, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9479, predictive_accuracy: 0.948, prior_entropy: 0.863, recall: 0.948, relative_absolute_error: 0.2218, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4442, scimark_benchmark: 1851.8567, usercpu_time_millis: 3121.973, usercpu_time_millis_testing: 12.178, usercpu_time_millis_training: 3109.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9156, kappa: 0.7876, kb_relative_information_score: 24484.994, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9206, predictive_accuracy: 0.9185, prior_entropy: 0.863, recall: 0.9185, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.5233, scimark_benchmark: 1780.8209, usercpu_time_millis: 2688.328, usercpu_time_millis_testing: 8.263, usercpu_time_millis_training: 2680.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.8624, kappa: 0.6677, kb_relative_information_score: 17396.0002, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8655, predictive_accuracy: 0.8607, prior_entropy: 0.863, recall: 0.8607, relative_absolute_error: 0.4997, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.692, scimark_benchmark: 1827.6588, usercpu_time_millis: 1607.82, usercpu_time_millis_testing: 3.197, usercpu_time_millis_training: 1604.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9584, kappa: 0.8975, kb_relative_information_score: 27103.1144, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9587, prior_entropy: 0.863, recall: 0.9587, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.4087, scimark_benchmark: 1827.0484, usercpu_time_millis: 880.844, usercpu_time_millis_testing: 28.054, usercpu_time_millis_training: 852.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.912, kappa: 0.781, kb_relative_information_score: 21195.6254, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9126, predictive_accuracy: 0.9135, prior_entropy: 0.863, recall: 0.9135, relative_absolute_error: 0.4121, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.567, scimark_benchmark: 1848.2615, usercpu_time_millis: 510.462, usercpu_time_millis_testing: 6.846, usercpu_time_millis_training: 503.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9597, kappa: 0.9009, kb_relative_information_score: 28540.5716, mean_absolute_error: 0.0742, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9596, predictive_accuracy: 0.9598, prior_entropy: 0.863, recall: 0.9598, relative_absolute_error: 0.1819, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1777, root_relative_squared_error: 0.3935, scimark_benchmark: 1849.408, usercpu_time_millis: 492.075, usercpu_time_millis_testing: 3.551, usercpu_time_millis_training: 488.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9663, kappa: 0.9174, kb_relative_information_score: 29606.0413, mean_absolute_error: 0.0609, 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: 0.1493, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.359, scimark_benchmark: 1899.1654, usercpu_time_millis: 382.604, usercpu_time_millis_testing: 1.423, usercpu_time_millis_training: 381.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.869, kappa: 0.6808, kb_relative_information_score: 17446.9391, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8699, predictive_accuracy: 0.8682, prior_entropy: 0.863, recall: 0.8682, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6748, scimark_benchmark: 1853.0623, usercpu_time_millis: 344.181, usercpu_time_millis_testing: 2.474, usercpu_time_millis_training: 341.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9617, kappa: 0.906, kb_relative_information_score: 28706.5322, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9617, predictive_accuracy: 0.9618, prior_entropy: 0.863, recall: 0.9618, relative_absolute_error: 0.1776, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.3858, scimark_benchmark: 1786.2941, usercpu_time_millis: 285.599, usercpu_time_millis_testing: 2.896, usercpu_time_millis_training: 282.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9384, kappa: 0.8476, kb_relative_information_score: 25490.6105, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9386, predictive_accuracy: 0.9391, prior_entropy: 0.863, recall: 0.9391, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.474, scimark_benchmark: 1849.7595, usercpu_time_millis: 240.783, usercpu_time_millis_testing: 3.998, usercpu_time_millis_training: 236.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.964, kappa: 0.9115, kb_relative_information_score: 29192.7972, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9639, predictive_accuracy: 0.964, prior_entropy: 0.863, recall: 0.964, relative_absolute_error: 0.1616, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3737, scimark_benchmark: 1793.5611, usercpu_time_millis: 71.972, usercpu_time_millis_testing: 0.635, usercpu_time_millis_training: 71.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -2.653, 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: 1857.5664, usercpu_time_millis: 63.403, usercpu_time_millis_testing: 6.086, usercpu_time_millis_training: 57.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9568, kappa: 0.8941, kb_relative_information_score: 28102.7201, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9568, predictive_accuracy: 0.9569, prior_entropy: 0.863, recall: 0.9569, relative_absolute_error: 0.1941, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.4054, scimark_benchmark: 1755.4758, usercpu_time_millis: 28.698, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 28.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8667, kappa: 0.6608, kb_relative_information_score: 12408.4066, mean_absolute_error: 0.2818, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8796, predictive_accuracy: 0.875, prior_entropy: 0.863, recall: 0.875, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.7329, scimark_benchmark: 1848.388, usercpu_time_millis: 42.4, usercpu_time_millis_testing: 4.144, usercpu_time_millis_training: 38.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.8698, kappa: 0.6817, kb_relative_information_score: 17219.121, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8702, predictive_accuracy: 0.8694, prior_entropy: 0.863, recall: 0.8694, relative_absolute_error: 0.5195, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.6704, scimark_benchmark: 1783.5786, usercpu_time_millis: 30.182, usercpu_time_millis_testing: 0.889, usercpu_time_millis_training: 29.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.58, 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: 1845.7061, usercpu_time_millis: 20.783, usercpu_time_millis_testing: 3.941, usercpu_time_millis_training: 16.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9474, kappa: 0.8708, kb_relative_information_score: 27060.4468, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9473, predictive_accuracy: 0.9475, prior_entropy: 0.863, recall: 0.9475, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.446, scimark_benchmark: 1715.8302, usercpu_time_millis: 5458.626, usercpu_time_millis_testing: 15.418, usercpu_time_millis_training: 5443.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9499, kappa: 0.8771, kb_relative_information_score: 27490.434, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9499, predictive_accuracy: 0.95, prior_entropy: 0.863, recall: 0.95, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4336, scimark_benchmark: 1741.452, usercpu_time_millis: 4199.211, usercpu_time_millis_testing: 10.84, usercpu_time_millis_training: 4188.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9496, kappa: 0.8762, kb_relative_information_score: 27388.1672, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9495, predictive_accuracy: 0.9496, prior_entropy: 0.863, recall: 0.9496, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4356, scimark_benchmark: 1726.1942, usercpu_time_millis: 3922.116, usercpu_time_millis_testing: 12.061, usercpu_time_millis_training: 3910.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9597, kappa: 0.9011, kb_relative_information_score: 28766.5897, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9596, predictive_accuracy: 0.9597, prior_entropy: 0.863, recall: 0.9597, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.389, scimark_benchmark: 1771.5041, usercpu_time_millis: 3091.852, usercpu_time_millis_testing: 11.964, usercpu_time_millis_training: 3079.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.956, kappa: 0.8922, kb_relative_information_score: 28251.7763, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.863, recall: 0.9561, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.4084, scimark_benchmark: 1715.5791, usercpu_time_millis: 2708.63, usercpu_time_millis_testing: 9.448, usercpu_time_millis_training: 2699.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9523, kappa: 0.8831, kb_relative_information_score: 27824.2427, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9523, predictive_accuracy: 0.9524, prior_entropy: 0.863, recall: 0.9524, relative_absolute_error: 0.201, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.4225, scimark_benchmark: 1728.354, usercpu_time_millis: 2633.686, usercpu_time_millis_testing: 7.738, usercpu_time_millis_training: 2625.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9676, kappa: 0.9206, kb_relative_information_score: 29611.083, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9676, predictive_accuracy: 0.9677, prior_entropy: 0.863, recall: 0.9677, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.3548, scimark_benchmark: 1717.9814, usercpu_time_millis: 1428.163, usercpu_time_millis_testing: 7.883, usercpu_time_millis_training: 1420.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9301, kappa: 0.8258, kb_relative_information_score: 25062.2074, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9314, predictive_accuracy: 0.9314, prior_entropy: 0.863, recall: 0.9314, relative_absolute_error: 0.2836, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.4993, scimark_benchmark: 1718.1989, usercpu_time_millis: 1967.226, usercpu_time_millis_testing: 11.758, usercpu_time_millis_training: 1955.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9609, kappa: 0.9039, kb_relative_information_score: 28863.2085, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9608, predictive_accuracy: 0.9609, prior_entropy: 0.863, recall: 0.9609, relative_absolute_error: 0.1712, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.3858, scimark_benchmark: 2121.7705, usercpu_time_millis: 1068.151, usercpu_time_millis_testing: 3.052, usercpu_time_millis_training: 1065.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9657, kappa: 0.9158, kb_relative_information_score: 29305.0237, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9657, predictive_accuracy: 0.9658, prior_entropy: 0.863, recall: 0.9658, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3639, scimark_benchmark: 1949.4104, usercpu_time_millis: 1070.741, usercpu_time_millis_testing: 9.592, usercpu_time_millis_training: 1061.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9487, kappa: 0.8738, kb_relative_information_score: 26933.5347, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9486, predictive_accuracy: 0.9488, prior_entropy: 0.863, recall: 0.9488, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4432, scimark_benchmark: 1729.5056, usercpu_time_millis: 847.137, usercpu_time_millis_testing: 12.933, usercpu_time_millis_training: 834.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9503, kappa: 0.8778, kb_relative_information_score: 27180.4097, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9504, prior_entropy: 0.863, recall: 0.9504, relative_absolute_error: 0.2226, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4367, scimark_benchmark: 1724.8648, usercpu_time_millis: 807.389, usercpu_time_millis_testing: 8.584, usercpu_time_millis_training: 798.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9576, kappa: 0.8957, kb_relative_information_score: 27450.9036, mean_absolute_error: 0.0896, 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: 0.2197, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.4099, scimark_benchmark: 1719.5892, usercpu_time_millis: 785.766, usercpu_time_millis_testing: 19.525, usercpu_time_millis_training: 766.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.8614, kappa: 0.6661, kb_relative_information_score: 17315.9788, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8651, predictive_accuracy: 0.8595, prior_entropy: 0.863, recall: 0.8595, relative_absolute_error: 0.5024, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.6921, scimark_benchmark: 1724.6311, usercpu_time_millis: 1254.658, usercpu_time_millis_testing: 7.438, usercpu_time_millis_training: 1247.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.95, kappa: 0.8773, kb_relative_information_score: 26993.4347, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.95, predictive_accuracy: 0.9502, prior_entropy: 0.863, recall: 0.9502, relative_absolute_error: 0.2289, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4367, scimark_benchmark: 1715.1285, usercpu_time_millis: 652.769, usercpu_time_millis_testing: 11.272, usercpu_time_millis_training: 641.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8719, kappa: 0.6874, kb_relative_information_score: 18211.8626, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8726, predictive_accuracy: 0.8713, prior_entropy: 0.863, recall: 0.8713, relative_absolute_error: 0.4855, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2929, root_relative_squared_error: 0.6484, scimark_benchmark: 1797.629, usercpu_time_millis: 580.904, usercpu_time_millis_testing: 8.483, usercpu_time_millis_training: 572.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9267, kappa: 0.817, kb_relative_information_score: 24974.1026, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9287, predictive_accuracy: 0.9284, prior_entropy: 0.863, recall: 0.9284, relative_absolute_error: 0.2798, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.5087, scimark_benchmark: 1715.1285, usercpu_time_millis: 516.952, usercpu_time_millis_testing: 1.516, usercpu_time_millis_training: 515.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8726, kappa: 0.6887, kb_relative_information_score: 17494.6586, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.873, predictive_accuracy: 0.8722, prior_entropy: 0.863, recall: 0.8722, relative_absolute_error: 0.5126, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.298, root_relative_squared_error: 0.6598, scimark_benchmark: 1745.5555, usercpu_time_millis: 477.25, usercpu_time_millis_testing: 9.118, usercpu_time_millis_training: 468.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.8584, kappa: 0.6546, kb_relative_information_score: 15582.8207, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8592, predictive_accuracy: 0.8578, prior_entropy: 0.863, recall: 0.8578, relative_absolute_error: 0.5744, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.7389, scimark_benchmark: 1725.582, usercpu_time_millis: 254.291, usercpu_time_millis_testing: 8.045, usercpu_time_millis_training: 246.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8717, kappa: 0.685, kb_relative_information_score: 15072.9843, mean_absolute_error: 0.2416, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8715, predictive_accuracy: 0.872, prior_entropy: 0.863, recall: 0.872, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.687, scimark_benchmark: 1729.8402, usercpu_time_millis: 174.719, usercpu_time_millis_testing: 8.704, usercpu_time_millis_training: 166.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.8555, kappa: 0.65, kb_relative_information_score: 15469.8832, mean_absolute_error: 0.235, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8579, predictive_accuracy: 0.8539, prior_entropy: 0.863, recall: 0.8539, relative_absolute_error: 0.5758, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.7436, scimark_benchmark: 1812.0928, usercpu_time_millis: 117.889, usercpu_time_millis_testing: 2.16, usercpu_time_millis_training: 115.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9599, kappa: 0.9016, kb_relative_information_score: 28739.7545, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9599, predictive_accuracy: 0.9599, prior_entropy: 0.863, recall: 0.9599, relative_absolute_error: 0.1743, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.3898, scimark_benchmark: 1811.826, usercpu_time_millis: 631.774, usercpu_time_millis_testing: 2.821, usercpu_time_millis_training: 628.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9683, kappa: 0.9222, kb_relative_information_score: 29998.0962, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 0.863, recall: 0.9683, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.35, scimark_benchmark: 1743.8942, usercpu_time_millis: 68.403, usercpu_time_millis_testing: 0.739, usercpu_time_millis_training: 67.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8569, f_measure: 0.8581, kappa: 0.6547, kb_relative_information_score: 15525.3822, mean_absolute_error: 0.2346, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8594, predictive_accuracy: 0.8571, prior_entropy: 0.863, recall: 0.8571, relative_absolute_error: 0.5749, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.335, root_relative_squared_error: 0.7415, scimark_benchmark: 1719.6465, usercpu_time_millis: 57.003, usercpu_time_millis_testing: 0.882, usercpu_time_millis_training: 56.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9137, kappa: 0.7822, kb_relative_information_score: 17624.4202, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9206, predictive_accuracy: 0.9172, prior_entropy: 0.863, recall: 0.9172, relative_absolute_error: 0.5459, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.619, scimark_benchmark: 1711.4951, usercpu_time_millis: 40.115, usercpu_time_millis_testing: 2.471, usercpu_time_millis_training: 37.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, f_measure: 0.8643, kappa: 0.6713, kb_relative_information_score: 17546.9469, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8665, predictive_accuracy: 0.863, prior_entropy: 0.863, recall: 0.863, relative_absolute_error: 0.4993, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.309, root_relative_squared_error: 0.6842, scimark_benchmark: 1716.0319, usercpu_time_millis: 587.825, usercpu_time_millis_testing: 8.754, usercpu_time_millis_training: 579.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9655, kappa: 0.9153, kb_relative_information_score: 29445.8158, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9655, predictive_accuracy: 0.9655, prior_entropy: 0.863, recall: 0.9655, relative_absolute_error: 0.1542, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.3637, scimark_benchmark: 1765.2426, usercpu_time_millis: 546.964, usercpu_time_millis_testing: 3.122, usercpu_time_millis_training: 543.842,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9448, kappa: 0.8644, kb_relative_information_score: 27485.332, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9447, predictive_accuracy: 0.9448, prior_entropy: 0.863, recall: 0.9448, relative_absolute_error: 0.2072, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4502, scimark_benchmark: 1744.0631, usercpu_time_millis: 338.867, usercpu_time_millis_testing: 0.871, usercpu_time_millis_training: 337.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9651, kappa: 0.9142, kb_relative_information_score: 29051.0019, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.3659, scimark_benchmark: 1704.3979, usercpu_time_millis: 198.017, usercpu_time_millis_testing: 4.179, usercpu_time_millis_training: 193.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -1.9115, 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: 1730.678, usercpu_time_millis: 18.866, usercpu_time_millis_testing: 1.673, usercpu_time_millis_training: 17.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9518, kappa: 0.8819, kb_relative_information_score: 27825.4592, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9518, predictive_accuracy: 0.9518, prior_entropy: 0.863, recall: 0.9518, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.4223, scimark_benchmark: 1853.3841, usercpu_time_millis: 5050.402, usercpu_time_millis_testing: 10.052, usercpu_time_millis_training: 5040.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.915, kappa: 0.7861, kb_relative_information_score: 24251.0408, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9203, predictive_accuracy: 0.9181, prior_entropy: 0.863, recall: 0.9181, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.5316, scimark_benchmark: 1850.8706, usercpu_time_millis: 3701.777, usercpu_time_millis_testing: 8.891, usercpu_time_millis_training: 3692.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9654, kappa: 0.9152, kb_relative_information_score: 29527.7304, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9654, predictive_accuracy: 0.9655, prior_entropy: 0.863, recall: 0.9655, relative_absolute_error: 0.1514, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3634, scimark_benchmark: 1737.6791, usercpu_time_millis: 2494.998, usercpu_time_millis_testing: 8.248, usercpu_time_millis_training: 2486.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9156, kappa: 0.7876, kb_relative_information_score: 24406.0369, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9208, predictive_accuracy: 0.9186, prior_entropy: 0.863, recall: 0.9186, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.5238, scimark_benchmark: 1851.9456, usercpu_time_millis: 2016.72, usercpu_time_millis_testing: 4.772, usercpu_time_millis_training: 2011.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9559, kappa: 0.8918, kb_relative_information_score: 28090.9187, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.9559, prior_entropy: 0.863, recall: 0.9559, relative_absolute_error: 0.194, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4103, scimark_benchmark: 1841.1522, usercpu_time_millis: 1694.117, usercpu_time_millis_testing: 6.593, usercpu_time_millis_training: 1687.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9393, kappa: 0.8501, kb_relative_information_score: 26311.2238, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9392, predictive_accuracy: 0.9397, prior_entropy: 0.863, recall: 0.9397, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4693, scimark_benchmark: 1849.7595, usercpu_time_millis: 1476.252, usercpu_time_millis_testing: 2.842, usercpu_time_millis_training: 1473.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9323, kappa: 0.8316, kb_relative_information_score: 25147.6682, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9333, predictive_accuracy: 0.9335, prior_entropy: 0.863, recall: 0.9335, relative_absolute_error: 0.2818, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4963, scimark_benchmark: 1853.454, usercpu_time_millis: 1371.677, usercpu_time_millis_testing: 9.13, usercpu_time_millis_training: 1362.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8595, kappa: 0.6617, kb_relative_information_score: 17327.6575, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8634, predictive_accuracy: 0.8575, prior_entropy: 0.863, recall: 0.8575, relative_absolute_error: 0.4994, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3164, root_relative_squared_error: 0.7005, scimark_benchmark: 1738.3914, usercpu_time_millis: 1332.021, usercpu_time_millis_testing: 6.703, usercpu_time_millis_training: 1325.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9577, kappa: 0.8962, kb_relative_information_score: 28139.3127, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9577, predictive_accuracy: 0.9578, prior_entropy: 0.863, recall: 0.9578, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.4018, scimark_benchmark: 1742.6594, usercpu_time_millis: 775.02, usercpu_time_millis_testing: 6.767, usercpu_time_millis_training: 768.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9649, kappa: 0.9139, kb_relative_information_score: 29199.8574, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9649, predictive_accuracy: 0.965, prior_entropy: 0.863, recall: 0.965, relative_absolute_error: 0.1627, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3673, scimark_benchmark: 1848.388, usercpu_time_millis: 735.378, usercpu_time_millis_testing: 5.208, usercpu_time_millis_training: 730.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8689, kappa: 0.6812, kb_relative_information_score: 17421.7756, mean_absolute_error: 0.2059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8702, predictive_accuracy: 0.868, prior_entropy: 0.863, recall: 0.868, relative_absolute_error: 0.5045, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3088, root_relative_squared_error: 0.6835, scimark_benchmark: 1797.6992, usercpu_time_millis: 644.385, usercpu_time_millis_testing: 5.255, usercpu_time_millis_training: 639.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9501, kappa: 0.8775, kb_relative_information_score: 27090.1541, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.95, predictive_accuracy: 0.9501, prior_entropy: 0.863, recall: 0.9501, relative_absolute_error: 0.225, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4367, scimark_benchmark: 1857.5162, usercpu_time_millis: 529.953, usercpu_time_millis_testing: 2.705, usercpu_time_millis_training: 527.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9306, kappa: 0.8271, kb_relative_information_score: 24466.7922, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9318, predictive_accuracy: 0.9319, prior_entropy: 0.863, recall: 0.9319, relative_absolute_error: 0.31, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.4992, scimark_benchmark: 1790.9874, usercpu_time_millis: 118.326, usercpu_time_millis_testing: 3.136, usercpu_time_millis_training: 115.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.946, kappa: 0.8678, kb_relative_information_score: 28679.0493, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.946, predictive_accuracy: 0.946, prior_entropy: 0.863, recall: 0.946, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4508, scimark_benchmark: 1724.6932, usercpu_time_millis: 21.402, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 20.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -3.8484, 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: 1846.4335, usercpu_time_millis: 58.375, usercpu_time_millis_testing: 8.148, usercpu_time_millis_training: 50.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.964, kappa: 0.9116, kb_relative_information_score: 29219.4047, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9639, predictive_accuracy: 0.9641, prior_entropy: 0.863, recall: 0.9641, relative_absolute_error: 0.1613, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3715, scimark_benchmark: 1738.6205, usercpu_time_millis: 2905.028, usercpu_time_millis_testing: 8.037, usercpu_time_millis_training: 2896.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9667, kappa: 0.9183, kb_relative_information_score: 29475.5053, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3601, scimark_benchmark: 1887.7011, usercpu_time_millis: 2330.287, usercpu_time_millis_testing: 6.978, usercpu_time_millis_training: 2323.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9244, kappa: 0.8109, kb_relative_information_score: 24859.5105, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9272, predictive_accuracy: 0.9264, prior_entropy: 0.863, recall: 0.9264, relative_absolute_error: 0.2881, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.5056, scimark_benchmark: 1850.2875, usercpu_time_millis: 2115.21, usercpu_time_millis_testing: 7.341, usercpu_time_millis_training: 2107.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9322, kappa: 0.8315, kb_relative_information_score: 24866.8273, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9331, predictive_accuracy: 0.9334, prior_entropy: 0.863, recall: 0.9334, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.4956, scimark_benchmark: 1848.7304, usercpu_time_millis: 1532.237, usercpu_time_millis_testing: 14.833, usercpu_time_millis_training: 1517.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.951, kappa: 0.8797, kb_relative_information_score: 27311.25, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9509, predictive_accuracy: 0.9511, prior_entropy: 0.863, recall: 0.9511, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4337, scimark_benchmark: 1734.0786, usercpu_time_millis: 1176.831, usercpu_time_millis_testing: 9.74, usercpu_time_millis_training: 1167.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9232, kappa: 0.8075, kb_relative_information_score: 24716.1531, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9262, predictive_accuracy: 0.9253, prior_entropy: 0.863, recall: 0.9253, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.5068, scimark_benchmark: 1749.0797, usercpu_time_millis: 1087.8, usercpu_time_millis_testing: 3.716, usercpu_time_millis_training: 1084.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9584, kappa: 0.8978, kb_relative_information_score: 28286.644, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9584, predictive_accuracy: 0.9586, prior_entropy: 0.863, recall: 0.9586, relative_absolute_error: 0.1908, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.398, scimark_benchmark: 1853.454, usercpu_time_millis: 1036.193, usercpu_time_millis_testing: 8.491, usercpu_time_millis_training: 1027.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9199, kappa: 0.7988, kb_relative_information_score: 24601.6114, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9241, predictive_accuracy: 0.9224, prior_entropy: 0.863, recall: 0.9224, relative_absolute_error: 0.297, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.5123, scimark_benchmark: 1811.3287, usercpu_time_millis: 968.588, usercpu_time_millis_testing: 6.925, usercpu_time_millis_training: 961.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9635, kappa: 0.9104, kb_relative_information_score: 28842.9381, mean_absolute_error: 0.0713, 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: 0.1747, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.375, scimark_benchmark: 1836.0637, usercpu_time_millis: 795.469, usercpu_time_millis_testing: 18.189, usercpu_time_millis_training: 777.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9176, kappa: 0.7929, kb_relative_information_score: 23642.5466, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9224, predictive_accuracy: 0.9204, prior_entropy: 0.863, recall: 0.9204, relative_absolute_error: 0.337, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2352, root_relative_squared_error: 0.5208, scimark_benchmark: 1729.2293, usercpu_time_millis: 595.716, usercpu_time_millis_testing: 7.389, usercpu_time_millis_training: 588.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9601, kappa: 0.9021, kb_relative_information_score: 28335.1637, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9601, predictive_accuracy: 0.9603, prior_entropy: 0.863, recall: 0.9603, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.177, root_relative_squared_error: 0.3918, scimark_benchmark: 1749.8472, usercpu_time_millis: 466.527, usercpu_time_millis_testing: 10.703, usercpu_time_millis_training: 455.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9211, kappa: 0.8022, kb_relative_information_score: 23833.062, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9248, predictive_accuracy: 0.9235, prior_entropy: 0.863, recall: 0.9235, relative_absolute_error: 0.3308, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.232, root_relative_squared_error: 0.5136, scimark_benchmark: 1728.8286, usercpu_time_millis: 319.787, usercpu_time_millis_testing: 10.302, usercpu_time_millis_training: 309.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9591, kappa: 0.8994, kb_relative_information_score: 28398.4613, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.959, predictive_accuracy: 0.9592, prior_entropy: 0.863, recall: 0.9592, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.178, root_relative_squared_error: 0.394, scimark_benchmark: 2146.1583, usercpu_time_millis: 249.445, usercpu_time_millis_testing: 5.838, usercpu_time_millis_training: 243.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.7009, kappa: 0.2388, kb_relative_information_score: 6908.032, mean_absolute_error: 0.3416, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8227, predictive_accuracy: 0.7657, prior_entropy: 0.863, recall: 0.7657, relative_absolute_error: 0.8372, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.8521, scimark_benchmark: 1852.9259, usercpu_time_millis: 49.983, usercpu_time_millis_testing: 4.697, usercpu_time_millis_training: 45.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -0.1313, 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: 1737.7478, usercpu_time_millis: 46.487, usercpu_time_millis_testing: 5.006, usercpu_time_millis_training: 41.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.7016, kappa: 0.2403, kb_relative_information_score: 6912.1818, mean_absolute_error: 0.3434, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.823, predictive_accuracy: 0.7661, prior_entropy: 0.863, recall: 0.7661, relative_absolute_error: 0.8415, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3858, root_relative_squared_error: 0.8542, scimark_benchmark: 1808.959, usercpu_time_millis: 31.237, usercpu_time_millis_testing: 2.623, usercpu_time_millis_training: 28.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9518, kappa: 0.8817, kb_relative_information_score: 27633.7162, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9517, predictive_accuracy: 0.9518, prior_entropy: 0.863, recall: 0.9518, relative_absolute_error: 0.2072, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.4271, scimark_benchmark: 1778.5817, usercpu_time_millis: 3652.038, usercpu_time_millis_testing: 12.061, usercpu_time_millis_training: 3639.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9228, kappa: 0.8068, kb_relative_information_score: 24769.733, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9257, predictive_accuracy: 0.9249, prior_entropy: 0.863, recall: 0.9249, relative_absolute_error: 0.288, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.5123, scimark_benchmark: 1734.7321, usercpu_time_millis: 2097.188, usercpu_time_millis_testing: 9.173, usercpu_time_millis_training: 2088.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9476, kappa: 0.8712, kb_relative_information_score: 26931.5506, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9475, predictive_accuracy: 0.9477, prior_entropy: 0.863, recall: 0.9477, relative_absolute_error: 0.2284, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.202, root_relative_squared_error: 0.4473, scimark_benchmark: 1788.0074, usercpu_time_millis: 1944.541, usercpu_time_millis_testing: 11.138, usercpu_time_millis_training: 1933.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9163, kappa: 0.7895, kb_relative_information_score: 24235.6817, mean_absolute_error: 0.1264, 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: 0.3096, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.5208, scimark_benchmark: 1766.6222, usercpu_time_millis: 1711.449, usercpu_time_millis_testing: 10.323, usercpu_time_millis_training: 1701.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9664, kappa: 0.9175, kb_relative_information_score: 29874.438, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9664, predictive_accuracy: 0.9664, prior_entropy: 0.863, recall: 0.9664, relative_absolute_error: 0.1395, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3565, scimark_benchmark: 1785.3903, usercpu_time_millis: 1489.722, usercpu_time_millis_testing: 4.163, usercpu_time_millis_training: 1485.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9598, kappa: 0.9013, kb_relative_information_score: 28472.8409, mean_absolute_error: 0.0752, 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: 0.1844, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.3933, scimark_benchmark: 1722.3197, usercpu_time_millis: 1314.444, usercpu_time_millis_testing: 14.494, usercpu_time_millis_training: 1299.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9283, kappa: 0.8212, kb_relative_information_score: 24985.9914, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9301, predictive_accuracy: 0.9299, prior_entropy: 0.863, recall: 0.9299, relative_absolute_error: 0.2802, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.5072, scimark_benchmark: 1733.3606, usercpu_time_millis: 1156.42, usercpu_time_millis_testing: 3.626, usercpu_time_millis_training: 1152.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9605, kappa: 0.9029, kb_relative_information_score: 28596.4521, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9604, predictive_accuracy: 0.9606, prior_entropy: 0.863, recall: 0.9606, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3877, scimark_benchmark: 1738.6285, usercpu_time_millis: 722.41, usercpu_time_millis_testing: 9.7, usercpu_time_millis_training: 712.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9525, kappa: 0.8834, kb_relative_information_score: 27451.4265, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9524, predictive_accuracy: 0.9525, prior_entropy: 0.863, recall: 0.9525, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.4286, scimark_benchmark: 1784.0188, usercpu_time_millis: 510.586, usercpu_time_millis_testing: 4.744, usercpu_time_millis_training: 505.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9433, kappa: 0.8602, kb_relative_information_score: 26218.5394, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9432, predictive_accuracy: 0.9437, prior_entropy: 0.863, recall: 0.9437, relative_absolute_error: 0.2517, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.4585, scimark_benchmark: 743.7928, usercpu_time_millis: 450.222, usercpu_time_millis_testing: 9.901, usercpu_time_millis_training: 440.321,

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