Task
Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

92422 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: 0.5676, f_measure: 0.5401, kappa: 0.0825, kb_relative_information_score: 48.6546, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5417, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5021, root_relative_squared_error: 1.0041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.449, kappa: 0.0248, kb_relative_information_score: 11.9007, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5229, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9913, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5644, root_relative_squared_error: 1.1287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4911, f_measure: 0.5136, kappa: 0.0281, kb_relative_information_score: 1.5471, mean_absolute_error: 0.4996, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5141, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4572, kappa: -0.0099, kb_relative_information_score: 1.603, mean_absolute_error: 0.4995, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4931, predictive_accuracy: 0.4951, prior_entropy: 1, recall: 0.4951, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5763, root_relative_squared_error: 1.1526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4887, f_measure: 0.4556, kb_relative_information_score: -8.8857, mean_absolute_error: 0.5042, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.666, root_relative_squared_error: 1.3321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, f_measure: 0.5442, kappa: 0.0891, kb_relative_information_score: 80.8668, mean_absolute_error: 0.4693, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5447, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.9385, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5562, root_relative_squared_error: 1.1123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.4804, kappa: -0.0363, kb_relative_information_score: 12.0886, mean_absolute_error: 0.4938, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4816, predictive_accuracy: 0.4818, prior_entropy: 1, recall: 0.4818, relative_absolute_error: 0.9877, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5716, root_relative_squared_error: 1.1432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.5102, kappa: 0.0611, kb_relative_information_score: 11.3603, mean_absolute_error: 0.4962, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5366, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.533, root_relative_squared_error: 1.0659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5092, f_measure: 0.482, kappa: 0.0132, kb_relative_information_score: 8.655, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5081, predictive_accuracy: 0.5066, prior_entropy: 1, recall: 0.5066, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5946, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.639, f_measure: 0.4459, kappa: 0.099, kb_relative_information_score: 133.3727, mean_absolute_error: 0.4486, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6962, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.8972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5231, root_relative_squared_error: 1.0461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.549, f_measure: 0.5376, kappa: 0.0759, kb_relative_information_score: 43.0724, mean_absolute_error: 0.485, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5381, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5191, root_relative_squared_error: 1.0382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4727, f_measure: 0.4779, kappa: -0.0066, kb_relative_information_score: -7.3161, mean_absolute_error: 0.5025, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4961, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1.0051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.0077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0105, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, f_measure: 0.5408, kappa: 0.0842, kb_relative_information_score: 20.7373, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5425, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9869, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5873, f_measure: 0.5477, kappa: 0.0957, kb_relative_information_score: 62.4469, mean_absolute_error: 0.4786, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5479, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9572, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0105, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.512, f_measure: 0.503, kappa: 0.0066, kb_relative_information_score: 13.1205, mean_absolute_error: 0.4949, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5033, predictive_accuracy: 0.5033, prior_entropy: 1, recall: 0.5033, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5425, root_relative_squared_error: 1.0849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5203, f_measure: 0.509, kappa: 0.0182, kb_relative_information_score: 23.1324, mean_absolute_error: 0.4914, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5091, predictive_accuracy: 0.5091, prior_entropy: 1, recall: 0.5091, relative_absolute_error: 0.9828, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5417, root_relative_squared_error: 1.0834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.584, f_measure: 0.4302, kappa: 0.0842, kb_relative_information_score: 49.9401, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6959, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9647, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4886, root_relative_squared_error: 0.9772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4932, f_measure: 0.4651, kappa: 0.0066, kb_relative_information_score: -1.7038, mean_absolute_error: 0.5012, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5046, predictive_accuracy: 0.5033, prior_entropy: 1, recall: 0.5033, relative_absolute_error: 1.0025, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6814, root_relative_squared_error: 1.3629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, f_measure: 0.4839, kappa: 0.0149, kb_relative_information_score: 18, mean_absolute_error: 0.4926, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5091, predictive_accuracy: 0.5074, prior_entropy: 1, recall: 0.5074, relative_absolute_error: 0.9851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7018, root_relative_squared_error: 1.4037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4755, f_measure: 0.4835, kappa: -0.033, kb_relative_information_score: -24.5865, mean_absolute_error: 0.5092, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4835, predictive_accuracy: 0.4835, prior_entropy: 1, recall: 0.4835, relative_absolute_error: 1.0185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5264, root_relative_squared_error: 1.0527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6184, f_measure: 0.5924, kappa: 0.1848, kb_relative_information_score: 89.6531, mean_absolute_error: 0.4694, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5925, predictive_accuracy: 0.5924, prior_entropy: 1, recall: 0.5924, relative_absolute_error: 0.9388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -8, mean_absolute_error: 0.5033, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1.0066, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7094, root_relative_squared_error: 1.4189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4893, f_measure: 0.4921, kappa: -0.0116, kb_relative_information_score: -14.58, mean_absolute_error: 0.5058, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4941, predictive_accuracy: 0.4942, prior_entropy: 1, recall: 0.4942, relative_absolute_error: 1.0117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6979, root_relative_squared_error: 1.3959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, f_measure: 0.4472, kappa: -0.0281, kb_relative_information_score: -34, mean_absolute_error: 0.514, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4805, predictive_accuracy: 0.486, prior_entropy: 1, recall: 0.486, relative_absolute_error: 1.0281, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.717, root_relative_squared_error: 1.4339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.505, f_measure: 0.4611, kappa: 0.0017, kb_relative_information_score: 6.3127, mean_absolute_error: 0.4973, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5012, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 0.9946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5715, root_relative_squared_error: 1.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6097, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 94.0415, mean_absolute_error: 0.4671, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9343, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9957, scimark_benchmark: 1750.9146, usercpu_time_millis: 282.377, usercpu_time_millis_testing: 0.706, usercpu_time_millis_training: 281.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5997, f_measure: 0.57, kappa: 0.1403, kb_relative_information_score: 73.6771, mean_absolute_error: 0.4748, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5702, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9927, scimark_benchmark: 1866.5348, usercpu_time_millis: 238.376, usercpu_time_millis_testing: 0.723, usercpu_time_millis_training: 237.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.583, kappa: 0.1667, kb_relative_information_score: 101.6399, mean_absolute_error: 0.4633, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5836, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9266, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5066, root_relative_squared_error: 1.0131, scimark_benchmark: 1753.8343, usercpu_time_millis: 225.365, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 224.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5614, f_measure: 0.5412, kappa: 0.0842, kb_relative_information_score: 22.1733, mean_absolute_error: 0.4931, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5424, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9862, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1873.4078, usercpu_time_millis: 110.953, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 110.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5704, f_measure: 0.5438, kappa: 0.0891, kb_relative_information_score: 35.4318, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5449, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.9769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1871.2001, usercpu_time_millis: 61.764, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 61.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5639, f_measure: 0.5301, kappa: 0.0611, kb_relative_information_score: 38.3892, mean_absolute_error: 0.4871, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5306, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9742, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9965, scimark_benchmark: 1872.5609, usercpu_time_millis: 57.911, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 57.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5569, f_measure: 0.532, kappa: 0.0644, kb_relative_information_score: 34.4517, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5322, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9766, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1755.6065, usercpu_time_millis: 32.951, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 32.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5958, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 71.5258, mean_absolute_error: 0.4756, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.571, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1869.8223, usercpu_time_millis: 31.91, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 31.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6086, f_measure: 0.5808, kappa: 0.1617, kb_relative_information_score: 95.1736, mean_absolute_error: 0.4666, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5809, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1872.8797, usercpu_time_millis: 29.5, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 29.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5766, f_measure: 0.5549, kappa: 0.1106, kb_relative_information_score: 46.3517, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5555, predictive_accuracy: 0.5553, prior_entropy: 1, recall: 0.5553, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1872.4881, usercpu_time_millis: 31.666, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 31.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6209, f_measure: 0.5898, kappa: 0.1799, kb_relative_information_score: 107.439, mean_absolute_error: 0.4622, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.59, predictive_accuracy: 0.5899, prior_entropy: 1, recall: 0.5899, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9912, scimark_benchmark: 1873.5991, usercpu_time_millis: 12.82, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 12.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5854, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 55.701, mean_absolute_error: 0.4813, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5701, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9943, scimark_benchmark: 1753.2867, usercpu_time_millis: 14.223, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 13.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.5179, kappa: 0.0396, kb_relative_information_score: 20.1348, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5201, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1874.0573, usercpu_time_millis: 9.236, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 9.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5238, f_measure: 0.5262, kappa: 0.0528, kb_relative_information_score: 6.2545, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5265, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1756.1276, usercpu_time_millis: 8.563, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 8.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5955, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 74.4408, mean_absolute_error: 0.4746, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.571, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9975, scimark_benchmark: 1747.9578, usercpu_time_millis: 9.689, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 9.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5466, f_measure: 0.5314, kappa: 0.0627, kb_relative_information_score: 29.4574, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5314, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0074, scimark_benchmark: 1740.4376, usercpu_time_millis: 6.076, usercpu_time_millis_testing: 0.497, usercpu_time_millis_training: 5.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5232, f_measure: 0.5145, kappa: 0.0314, kb_relative_information_score: 8.9939, mean_absolute_error: 0.4972, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5158, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9999, scimark_benchmark: 1748.0133, usercpu_time_millis: 3.174, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 3.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4949, kb_relative_information_score: -0.008, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.019, usercpu_time_millis: 1.107, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0041, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.499, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1753.1351, usercpu_time_millis: 0.594, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0108, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1742.5577, usercpu_time_millis: 1.196, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 1.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.5757, kappa: 0.1518, kb_relative_information_score: 88.1152, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.576, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9895, scimark_benchmark: 1753.245, usercpu_time_millis: 396.514, usercpu_time_millis_testing: 1.159, usercpu_time_millis_training: 395.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6077, f_measure: 0.5766, kappa: 0.1535, kb_relative_information_score: 82.6285, mean_absolute_error: 0.4717, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5768, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9908, scimark_benchmark: 1006.5864, usercpu_time_millis: 370.22, usercpu_time_millis_testing: 1.883, usercpu_time_millis_training: 368.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5871, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 58.6488, mean_absolute_error: 0.4801, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5619, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1752.1591, usercpu_time_millis: 234.283, usercpu_time_millis_testing: 0.773, usercpu_time_millis_training: 233.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6147, f_measure: 0.5814, kappa: 0.1634, kb_relative_information_score: 96.6195, mean_absolute_error: 0.4663, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5819, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9915, scimark_benchmark: 1024.0298, usercpu_time_millis: 233.963, usercpu_time_millis_testing: 1.037, usercpu_time_millis_training: 232.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6032, f_measure: 0.584, kappa: 0.1683, kb_relative_information_score: 74.2309, mean_absolute_error: 0.4748, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5843, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1752.4403, usercpu_time_millis: 159.972, usercpu_time_millis_testing: 1.264, usercpu_time_millis_training: 158.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.589, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 61.8788, mean_absolute_error: 0.479, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5652, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9955, scimark_benchmark: 1755.1395, usercpu_time_millis: 102.913, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 102.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5817, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 51.1014, mean_absolute_error: 0.4829, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5586, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1752.6238, usercpu_time_millis: 77.986, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 77.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5894, f_measure: 0.5666, kappa: 0.1337, kb_relative_information_score: 58.1318, mean_absolute_error: 0.4804, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.567, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9608, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9925, scimark_benchmark: 1117.0007, usercpu_time_millis: 71.542, usercpu_time_millis_testing: 1.345, usercpu_time_millis_training: 70.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.5749, kappa: 0.1502, kb_relative_information_score: 75.8371, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5752, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9481, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9929, scimark_benchmark: 1752.6238, usercpu_time_millis: 65.547, usercpu_time_millis_testing: 0.705, usercpu_time_millis_training: 64.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5838, f_measure: 0.5528, kappa: 0.1056, kb_relative_information_score: 55.1488, mean_absolute_error: 0.4813, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5528, predictive_accuracy: 0.5528, prior_entropy: 1, recall: 0.5528, relative_absolute_error: 0.9626, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9939, scimark_benchmark: 1753.3672, usercpu_time_millis: 57.431, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 57.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.537, f_measure: 0.5222, kappa: 0.0495, kb_relative_information_score: 20.7991, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5253, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9863, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1006.1422, usercpu_time_millis: 56.088, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 55.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5714, f_measure: 0.5412, kappa: 0.0825, kb_relative_information_score: 43.3653, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5413, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1018.6556, usercpu_time_millis: 41.344, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 40.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5216, f_measure: 0.5259, kappa: 0.0528, kb_relative_information_score: 5.4648, mean_absolute_error: 0.4984, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5265, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1028.8604, usercpu_time_millis: 35.968, usercpu_time_millis_testing: 0.743, usercpu_time_millis_training: 35.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5668, f_measure: 0.5294, kappa: 0.0611, kb_relative_information_score: 36.5431, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5308, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9949, scimark_benchmark: 1006.9348, usercpu_time_millis: 38.988, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 38.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5951, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 70.3354, mean_absolute_error: 0.4759, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.571, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1754.6748, usercpu_time_millis: 35.728, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 35.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5945, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 66.3068, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5677, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9551, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1058.0012, usercpu_time_millis: 31.656, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 31.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.5758, kappa: 0.1518, kb_relative_information_score: 91.3404, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.576, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.0039, scimark_benchmark: 1754.2741, usercpu_time_millis: 30.013, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 29.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5359, f_measure: 0.5288, kappa: 0.0594, kb_relative_information_score: 18.7619, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5299, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1749.9829, usercpu_time_millis: 3.096, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5599, f_measure: 0.5487, kappa: 0.0974, kb_relative_information_score: 32.1749, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5487, predictive_accuracy: 0.5487, prior_entropy: 1, recall: 0.5487, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1743.0556, usercpu_time_millis: 2.588, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 2.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5375, f_measure: 0.5071, kappa: 0.0182, kb_relative_information_score: 18.5621, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5092, predictive_accuracy: 0.5091, prior_entropy: 1, recall: 0.5091, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 1004.164, usercpu_time_millis: 3.771, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 3.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6163, f_measure: 0.5889, kappa: 0.1782, kb_relative_information_score: 127.4753, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5892, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.906, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5073, root_relative_squared_error: 1.0147, scimark_benchmark: 1759.6693, usercpu_time_millis: 321.323, usercpu_time_millis_testing: 0.863, usercpu_time_millis_training: 320.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6288, f_measure: 0.6013, kappa: 0.203, kb_relative_information_score: 129.9673, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6017, predictive_accuracy: 0.6015, prior_entropy: 1, recall: 0.6015, relative_absolute_error: 0.9061, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9953, scimark_benchmark: 1824.9557, usercpu_time_millis: 175.844, usercpu_time_millis_testing: 1.164, usercpu_time_millis_training: 174.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6183, f_measure: 0.5881, kappa: 0.1766, kb_relative_information_score: 105.1885, mean_absolute_error: 0.4629, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5884, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9258, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9925, scimark_benchmark: 1748.66, usercpu_time_millis: 146.991, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 146.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6025, f_measure: 0.5708, kappa: 0.1419, kb_relative_information_score: 70.9563, mean_absolute_error: 0.4759, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5711, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.9889, scimark_benchmark: 1810.2616, usercpu_time_millis: 84.849, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 84.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5535, f_measure: 0.5338, kappa: 0.071, kb_relative_information_score: 21.8397, mean_absolute_error: 0.4931, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.536, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9954, scimark_benchmark: 1754.9774, usercpu_time_millis: 82.75, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 82.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5302, f_measure: 0.5196, kappa: 0.0429, kb_relative_information_score: 12.2739, mean_absolute_error: 0.4962, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5218, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1747.6591, usercpu_time_millis: 81.347, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 80.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6048, f_measure: 0.5806, kappa: 0.1617, kb_relative_information_score: 77.3493, mean_absolute_error: 0.4736, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5811, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9908, scimark_benchmark: 1757.8936, usercpu_time_millis: 66.931, usercpu_time_millis_testing: 0.714, usercpu_time_millis_training: 66.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5835, f_measure: 0.5486, kappa: 0.0974, kb_relative_information_score: 55.0981, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5487, predictive_accuracy: 0.5487, prior_entropy: 1, recall: 0.5487, relative_absolute_error: 0.9629, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9945, scimark_benchmark: 1822.9907, usercpu_time_millis: 64.487, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 64.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5731, f_measure: 0.5295, kappa: 0.0594, kb_relative_information_score: 44.3452, mean_absolute_error: 0.485, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5298, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9951, scimark_benchmark: 1747.2603, usercpu_time_millis: 58.57, usercpu_time_millis_testing: 0.676, usercpu_time_millis_training: 57.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5948, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 68.8569, mean_absolute_error: 0.4767, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5734, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1749.0608, usercpu_time_millis: 48.272, usercpu_time_millis_testing: 1.112, usercpu_time_millis_training: 47.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5623, f_measure: 0.5258, kappa: 0.0528, kb_relative_information_score: 36.9869, mean_absolute_error: 0.4876, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5265, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1814.5293, usercpu_time_millis: 46.09, usercpu_time_millis_testing: 0.714, usercpu_time_millis_training: 45.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5537, f_measure: 0.5302, kappa: 0.0611, kb_relative_information_score: 33.2665, mean_absolute_error: 0.4887, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5306, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9773, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1354.6729, usercpu_time_millis: 14.517, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 14.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.615, f_measure: 0.5784, kappa: 0.1568, kb_relative_information_score: 94.4545, mean_absolute_error: 0.4673, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5784, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9905, scimark_benchmark: 1806.1423, usercpu_time_millis: 20.04, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 19.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5949, f_measure: 0.5619, kappa: 0.1238, kb_relative_information_score: 68.1596, mean_absolute_error: 0.4767, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5619, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1824.0626, usercpu_time_millis: 12.639, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 12.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5102, f_measure: 0.4949, kappa: -0.0017, kb_relative_information_score: 11.0372, mean_absolute_error: 0.4963, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 0.9926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1757.4117, usercpu_time_millis: 11.409, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 10.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.506, f_measure: 0.4884, kappa: -0.0149, kb_relative_information_score: 8.7747, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4923, predictive_accuracy: 0.4926, prior_entropy: 1, recall: 0.4926, relative_absolute_error: 0.9941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0018, scimark_benchmark: 1754.6582, usercpu_time_millis: 4.209, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 3.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5, kb_relative_information_score: -0.0036, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1757.0889, usercpu_time_millis: 2.302, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 1.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, f_measure: 0.561, kappa: 0.1221, kb_relative_information_score: 67.0099, mean_absolute_error: 0.4766, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5611, predictive_accuracy: 0.5611, prior_entropy: 1, recall: 0.5611, relative_absolute_error: 0.9533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5022, root_relative_squared_error: 1.0044, scimark_benchmark: 1825.3576, usercpu_time_millis: 2.134, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 2.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5238, f_measure: 0.5129, kappa: 0.0297, kb_relative_information_score: 7.4972, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5151, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1759.1077, usercpu_time_millis: 0.845, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.5879, kappa: 0.1766, kb_relative_information_score: 101.7458, mean_absolute_error: 0.4644, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5886, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9907, scimark_benchmark: 1869.2942, usercpu_time_millis: 503.444, usercpu_time_millis_testing: 1.366, usercpu_time_millis_training: 502.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5979, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 75.2166, mean_absolute_error: 0.4743, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5759, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9486, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9953, scimark_benchmark: 1782.2343, usercpu_time_millis: 428.52, usercpu_time_millis_testing: 0.794, usercpu_time_millis_training: 427.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6191, f_measure: 0.5922, kappa: 0.1848, kb_relative_information_score: 111.7621, mean_absolute_error: 0.4603, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5926, predictive_accuracy: 0.5924, prior_entropy: 1, recall: 0.5924, relative_absolute_error: 0.9205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9959, scimark_benchmark: 1771.9785, usercpu_time_millis: 293.066, usercpu_time_millis_testing: 1.094, usercpu_time_millis_training: 291.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.5344, kappa: 0.0693, kb_relative_information_score: 44.4961, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5347, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9702, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9947, scimark_benchmark: 1873.4078, usercpu_time_millis: 127.722, usercpu_time_millis_testing: 0.834, usercpu_time_millis_training: 126.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.588, f_measure: 0.5544, kappa: 0.1089, kb_relative_information_score: 54.6408, mean_absolute_error: 0.4818, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5545, predictive_accuracy: 0.5545, prior_entropy: 1, recall: 0.5545, relative_absolute_error: 0.9636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9917, scimark_benchmark: 1870.5885, usercpu_time_millis: 120.857, usercpu_time_millis_testing: 0.765, usercpu_time_millis_training: 120.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6095, f_measure: 0.575, kappa: 0.1502, kb_relative_information_score: 82.6646, mean_absolute_error: 0.4717, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5752, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894, scimark_benchmark: 1773.913, usercpu_time_millis: 120.814, usercpu_time_millis_testing: 0.665, usercpu_time_millis_training: 120.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.556, kappa: 0.1122, kb_relative_information_score: 56.5743, mean_absolute_error: 0.481, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5562, predictive_accuracy: 0.5561, prior_entropy: 1, recall: 0.5561, relative_absolute_error: 0.9619, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1874.977, usercpu_time_millis: 90.197, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 89.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, f_measure: 0.5775, kappa: 0.1551, kb_relative_information_score: 82.5272, mean_absolute_error: 0.4717, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5776, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9913, scimark_benchmark: 1745.3086, usercpu_time_millis: 79.417, usercpu_time_millis_testing: 1.339, usercpu_time_millis_training: 78.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5683, f_measure: 0.545, kappa: 0.0924, kb_relative_information_score: 32.1928, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5467, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9925, scimark_benchmark: 1866.8117, usercpu_time_millis: 60.526, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 60.348,

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