OpenML
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: 0.581, f_measure: 0.5475, kappa: 0.0957, kb_relative_information_score: 46.0151, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.548, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9917, scimark_benchmark: 1457.0403, usercpu_time_millis: 77.32, usercpu_time_millis_testing: 0.21, usercpu_time_millis_training: 77.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 62.9861, mean_absolute_error: 0.4787, 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: 0.9575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9929, scimark_benchmark: 1419.4053, usercpu_time_millis: 206.71, usercpu_time_millis_testing: 0.94, usercpu_time_millis_training: 205.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6159, f_measure: 0.5815, kappa: 0.1634, kb_relative_information_score: 94.3393, mean_absolute_error: 0.4673, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5818, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9346, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1431.5831, usercpu_time_millis: 27.11, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 26.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.621, f_measure: 0.5951, kappa: 0.1914, kb_relative_information_score: 108.3528, mean_absolute_error: 0.4621, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5963, predictive_accuracy: 0.5957, prior_entropy: 1, recall: 0.5957, relative_absolute_error: 0.9242, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9919, scimark_benchmark: 1504.4401, usercpu_time_millis: 104.21, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 104.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5298, f_measure: 0.5198, kappa: 0.0446, kb_relative_information_score: 11.6607, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5227, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9981, scimark_benchmark: 1418.8046, usercpu_time_millis: 13.87, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 13.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.006, 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: 1430.8493, usercpu_time_millis: 0.44, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.007, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.498, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1443.4102, usercpu_time_millis: 1.21, usercpu_time_millis_testing: 0.21, usercpu_time_millis_training: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5983, f_measure: 0.5776, kappa: 0.1551, kb_relative_information_score: 76.3607, mean_absolute_error: 0.474, 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: 0.9479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1502.5918, usercpu_time_millis: 17.93, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 17.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5598, f_measure: 0.5285, kappa: 0.0578, kb_relative_information_score: 35.7587, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.529, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1481.1656, usercpu_time_millis: 92.86, usercpu_time_millis_testing: 0.91, usercpu_time_millis_training: 91.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.023, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4975, 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: 1381.3532, usercpu_time_millis: 1.28, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 1.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0126, 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: 1406.8, usercpu_time_millis: 1.05, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5777, f_measure: 0.5553, kappa: 0.1106, kb_relative_information_score: 51.3882, mean_absolute_error: 0.4826, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5553, predictive_accuracy: 0.5553, prior_entropy: 1, recall: 0.5553, relative_absolute_error: 0.9652, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1507.0007, usercpu_time_millis: 23.64, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 23.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.5741, kappa: 0.1485, kb_relative_information_score: 82.678, mean_absolute_error: 0.4716, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5744, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9918, scimark_benchmark: 1438.2728, usercpu_time_millis: 451.84, usercpu_time_millis_testing: 1.25, usercpu_time_millis_training: 450.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5954, f_measure: 0.5624, kappa: 0.1254, kb_relative_information_score: 63.9509, mean_absolute_error: 0.4784, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5629, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1457.5724, usercpu_time_millis: 254.43, usercpu_time_millis_testing: 0.8, usercpu_time_millis_training: 253.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6097, f_measure: 0.5707, kappa: 0.1419, kb_relative_information_score: 88.3108, mean_absolute_error: 0.4694, 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: 0.9387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9914, scimark_benchmark: 1419.879, usercpu_time_millis: 111.81, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 111.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6132, f_measure: 0.5748, kappa: 0.1502, kb_relative_information_score: 88.8106, mean_absolute_error: 0.4694, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5753, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9893, scimark_benchmark: 1405.1317, usercpu_time_millis: 396.74, usercpu_time_millis_testing: 1.4, usercpu_time_millis_training: 395.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5438, f_measure: 0.5334, kappa: 0.071, kb_relative_information_score: 19.6988, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5361, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9874, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1478.7643, usercpu_time_millis: 8.77, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 8.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5467, f_measure: 0.526, kappa: 0.0561, kb_relative_information_score: 18.9282, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5286, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9965, scimark_benchmark: 1432.3942, usercpu_time_millis: 22.41, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 22.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5884, f_measure: 0.5726, kappa: 0.1452, kb_relative_information_score: 58.3313, mean_absolute_error: 0.4805, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5726, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9951, scimark_benchmark: 1486.0556, usercpu_time_millis: 31.89, usercpu_time_millis_testing: 1, usercpu_time_millis_training: 30.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5482, f_measure: 0.5277, kappa: 0.0561, kb_relative_information_score: 29.8839, mean_absolute_error: 0.4899, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5281, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9798, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1452.5614, usercpu_time_millis: 16.44, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 16.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6126, f_measure: 0.5829, kappa: 0.1667, kb_relative_information_score: 86.2684, mean_absolute_error: 0.4704, 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: 0.9408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9885, scimark_benchmark: 1458.169, usercpu_time_millis: 420.76, usercpu_time_millis_testing: 1.19, usercpu_time_millis_training: 419.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5224, f_measure: 0.5149, kappa: 0.033, kb_relative_information_score: 10.9835, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5167, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9989, scimark_benchmark: 1475.3178, usercpu_time_millis: 18.12, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 17.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5472, f_measure: 0.5281, kappa: 0.0594, kb_relative_information_score: 17.0572, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5301, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1443.4145, usercpu_time_millis: 70.07, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 69.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0187, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4975, 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: 1447.1774, usercpu_time_millis: 1.07, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5827, f_measure: 0.5551, kappa: 0.1106, kb_relative_information_score: 52.6935, mean_absolute_error: 0.4823, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5554, predictive_accuracy: 0.5553, prior_entropy: 1, recall: 0.5553, relative_absolute_error: 0.9646, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9937, scimark_benchmark: 1415.8715, usercpu_time_millis: 185.86, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 185.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5113, f_measure: 0.5204, kappa: 0.0413, kb_relative_information_score: 2.561, mean_absolute_error: 0.4993, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5207, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5008, root_relative_squared_error: 1.0016, scimark_benchmark: 1455.2614, usercpu_time_millis: 2.26, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 2.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5674, f_measure: 0.5442, kappa: 0.0891, kb_relative_information_score: 44.5347, mean_absolute_error: 0.485, 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: 0.9699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5015, root_relative_squared_error: 1.0031, scimark_benchmark: 1504.5889, usercpu_time_millis: 1.43, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6133, f_measure: 0.5766, kappa: 0.1535, kb_relative_information_score: 114.6186, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5769, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0066, scimark_benchmark: 1451.2598, usercpu_time_millis: 176.52, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 176.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6244, f_measure: 0.5956, kappa: 0.1914, kb_relative_information_score: 110.6234, mean_absolute_error: 0.461, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5958, predictive_accuracy: 0.5957, prior_entropy: 1, recall: 0.5957, relative_absolute_error: 0.9221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9885, scimark_benchmark: 1485.8209, usercpu_time_millis: 129.97, usercpu_time_millis_testing: 1.12, usercpu_time_millis_training: 128.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5312, f_measure: 0.5117, kappa: 0.0281, kb_relative_information_score: 18.8886, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5143, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1437.7962, usercpu_time_millis: 14.24, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 14.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6075, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 82.8655, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1478.3246, usercpu_time_millis: 106.69, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 106.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.519, f_measure: 0.5273, kappa: 0.0561, kb_relative_information_score: 5.6073, mean_absolute_error: 0.4983, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5282, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1440.4558, usercpu_time_millis: 15.64, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 15.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6191, f_measure: 0.5873, kappa: 0.1749, kb_relative_information_score: 116.1056, mean_absolute_error: 0.4582, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5876, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1416.9342, usercpu_time_millis: 179.83, usercpu_time_millis_testing: 1.03, usercpu_time_millis_training: 178.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5759, f_measure: 0.5418, kappa: 0.0842, kb_relative_information_score: 46.2089, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5422, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1481.6408, usercpu_time_millis: 255.68, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 255.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5706, f_measure: 0.5378, kappa: 0.0759, kb_relative_information_score: 44.0311, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.538, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9953, scimark_benchmark: 1421.7073, usercpu_time_millis: 111.28, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 110.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.4932, kappa: -0.0033, kb_relative_information_score: -0.0159, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4983, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1400.7854, usercpu_time_millis: 0.93, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6061, f_measure: 0.5841, kappa: 0.1683, kb_relative_information_score: 85.9086, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5842, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1370.589, usercpu_time_millis: 20.17, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 20.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: -0.0237, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5009, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1480.487, usercpu_time_millis: 0.3, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.5617, kappa: 0.1238, kb_relative_information_score: 53.4556, mean_absolute_error: 0.4821, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.562, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9937, scimark_benchmark: 1382.1637, usercpu_time_millis: 88.37, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 88.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5757, f_measure: 0.545, kappa: 0.0908, kb_relative_information_score: 45.2763, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5455, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1445.9349, usercpu_time_millis: 144.93, usercpu_time_millis_testing: 0.74, usercpu_time_millis_training: 144.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.521, f_measure: 0.5171, kappa: 0.0396, kb_relative_information_score: 9.5912, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5202, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1444.864, usercpu_time_millis: 45.75, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 45.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5613, f_measure: 0.5285, kappa: 0.0594, kb_relative_information_score: 31.7225, mean_absolute_error: 0.4895, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.53, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1461.7826, usercpu_time_millis: 42.5, usercpu_time_millis_testing: 0.21, usercpu_time_millis_training: 42.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5328, f_measure: 0.5103, kappa: 0.0248, kb_relative_information_score: 12.6843, mean_absolute_error: 0.496, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5126, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1410.9118, usercpu_time_millis: 25.47, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 25.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, f_measure: 0.5586, kappa: 0.1172, kb_relative_information_score: 57.8077, mean_absolute_error: 0.4804, 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: 0.9609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1441.339, usercpu_time_millis: 53.9, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 53.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5501, f_measure: 0.5297, kappa: 0.0594, kb_relative_information_score: 32.471, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5297, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1450.8784, usercpu_time_millis: 92.44, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 91.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5676, f_measure: 0.5398, kappa: 0.0825, kb_relative_information_score: 31.062, mean_absolute_error: 0.49, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5418, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9923, scimark_benchmark: 1429.8594, usercpu_time_millis: 201.7, usercpu_time_millis_testing: 0.61, usercpu_time_millis_training: 201.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5747, f_measure: 0.5467, kappa: 0.0941, kb_relative_information_score: 45.3675, mean_absolute_error: 0.4847, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5472, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.9694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1460.1778, usercpu_time_millis: 58.59, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 58.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4792, kb_relative_information_score: -0.0113, 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: 1472.3679, usercpu_time_millis: 0.9, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 0.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.619, f_measure: 0.5913, kappa: 0.1832, kb_relative_information_score: 96.3428, mean_absolute_error: 0.4668, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5918, predictive_accuracy: 0.5916, prior_entropy: 1, recall: 0.5916, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9877, scimark_benchmark: 1452.149, usercpu_time_millis: 190.93, usercpu_time_millis_testing: 1.27, usercpu_time_millis_training: 189.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6291, f_measure: 0.6004, kappa: 0.2013, kb_relative_information_score: 127.6658, mean_absolute_error: 0.4543, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6009, predictive_accuracy: 0.6007, prior_entropy: 1, recall: 0.6007, relative_absolute_error: 0.9086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1434.4741, usercpu_time_millis: 143.67, usercpu_time_millis_testing: 1.36, usercpu_time_millis_training: 142.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6146, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 121.7393, mean_absolute_error: 0.4553, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9106, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5055, root_relative_squared_error: 1.0109, scimark_benchmark: 1416.8861, usercpu_time_millis: 366.88, usercpu_time_millis_testing: 0.88, usercpu_time_millis_training: 366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4792, kb_relative_information_score: -0.0043, 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: 1498.3328, usercpu_time_millis: 1.42, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 1.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5275, f_measure: 0.5284, kappa: 0.0594, kb_relative_information_score: 10.3258, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.53, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1413.5162, usercpu_time_millis: 12.7, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 12.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 77.0476, mean_absolute_error: 0.4736, 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: 0.9471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1482.8167, usercpu_time_millis: 9.99, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 9.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 74.9504, mean_absolute_error: 0.4744, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9488, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9935, scimark_benchmark: 1466.2326, usercpu_time_millis: 122.87, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 122.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.5235, kappa: 0.0495, kb_relative_information_score: 9.2491, mean_absolute_error: 0.4972, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.525, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1441.333, usercpu_time_millis: 16.96, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 16.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6051, f_measure: 0.5749, kappa: 0.1502, kb_relative_information_score: 86.8736, mean_absolute_error: 0.4699, 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: 0.9397, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1429.795, usercpu_time_millis: 164.91, usercpu_time_millis_testing: 0.59, usercpu_time_millis_training: 164.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5253, f_measure: 0.5188, kappa: 0.0413, kb_relative_information_score: 9.6974, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5209, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9987, scimark_benchmark: 1460.9542, usercpu_time_millis: 44.17, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 43.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 66.5603, 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: 0.955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9905, scimark_benchmark: 1358.089, usercpu_time_millis: 251.7, usercpu_time_millis_testing: 1.23, usercpu_time_millis_training: 250.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.537, f_measure: 0.5208, kappa: 0.0462, kb_relative_information_score: 15.0531, mean_absolute_error: 0.4952, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5236, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 1458.9836, usercpu_time_millis: 45.37, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 44.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5985, f_measure: 0.5726, kappa: 0.1452, kb_relative_information_score: 82.5096, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5726, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9997, scimark_benchmark: 1408.9755, usercpu_time_millis: 181.26, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 180.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5522, f_measure: 0.5214, kappa: 0.0446, kb_relative_information_score: 31.5481, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5224, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1405.8519, usercpu_time_millis: 109.21, usercpu_time_millis_testing: 1.16, usercpu_time_millis_training: 108.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0063, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.498, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1426.3094, usercpu_time_millis: 2.88, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 2.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5366, f_measure: 0.5138, kappa: 0.0314, kb_relative_information_score: 21.7581, mean_absolute_error: 0.4927, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5159, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9855, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9999, scimark_benchmark: 1433.2497, usercpu_time_millis: 14.9, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 14.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4992, kappa: -0.0017, kb_relative_information_score: -0.0399, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4992, 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: 1419.9166, usercpu_time_millis: 0.57, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0036, mean_absolute_error: 0.5, 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: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1447.6096, usercpu_time_millis: 1.8, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 1.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5638, f_measure: 0.5402, kappa: 0.0809, kb_relative_information_score: 31.0759, mean_absolute_error: 0.49, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5405, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1381.3537, usercpu_time_millis: 3.13, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 3.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6209, f_measure: 0.5899, kappa: 0.1799, kb_relative_information_score: 103.6572, mean_absolute_error: 0.4638, 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: 0.9276, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9897, scimark_benchmark: 1497.8161, usercpu_time_millis: 28.28, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 27.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5503, kappa: 0.1007, kb_relative_information_score: 58.1312, mean_absolute_error: 0.4802, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5503, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1433.4074, usercpu_time_millis: 12.41, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 12.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5544, f_measure: 0.5213, kappa: 0.0429, kb_relative_information_score: 35.2082, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5215, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9987, scimark_benchmark: 1397.2549, usercpu_time_millis: 12.72, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 12.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5445, f_measure: 0.5181, kappa: 0.0363, kb_relative_information_score: 30.6225, mean_absolute_error: 0.4894, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5182, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.0064, scimark_benchmark: 1417.6882, usercpu_time_millis: 5.14, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 5.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5957, f_measure: 0.5708, kappa: 0.1419, kb_relative_information_score: 62.7241, mean_absolute_error: 0.4789, 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: 0.9579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9909, scimark_benchmark: 1734.8748, usercpu_time_millis: 89.557, usercpu_time_millis_testing: 1.106, usercpu_time_millis_training: 88.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5876, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 61.752, mean_absolute_error: 0.479, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5627, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1753.3033, usercpu_time_millis: 87.45, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 87.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.5881, kappa: 0.1766, kb_relative_information_score: 93.6799, mean_absolute_error: 0.4675, 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: 0.935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1754.2741, usercpu_time_millis: 80.328, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 80.114,
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: 0.5818, f_measure: 0.5568, kappa: 0.1139, kb_relative_information_score: 53.4621, mean_absolute_error: 0.4819, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.557, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1750.0468, usercpu_time_millis: 64.451, usercpu_time_millis_testing: 0.755, usercpu_time_millis_training: 63.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5971, f_measure: 0.5775, kappa: 0.1551, kb_relative_information_score: 73.0549, mean_absolute_error: 0.4751, 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: 0.9501, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1753.3033, usercpu_time_millis: 30.784, usercpu_time_millis_testing: 0.581, usercpu_time_millis_training: 30.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0097, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, 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, scimark_benchmark: 1751.3544, usercpu_time_millis: 1.416, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 1.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6127, f_measure: 0.588, kappa: 0.1766, kb_relative_information_score: 123.6745, mean_absolute_error: 0.4543, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5885, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5088, root_relative_squared_error: 1.0175, scimark_benchmark: 1755.079, usercpu_time_millis: 637.53, usercpu_time_millis_testing: 1.322, usercpu_time_millis_training: 636.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5954, f_measure: 0.575, kappa: 0.1502, kb_relative_information_score: 66.3264, mean_absolute_error: 0.4776, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5751, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9553, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9927, scimark_benchmark: 1749.5822, usercpu_time_millis: 311.095, usercpu_time_millis_testing: 1.14, usercpu_time_millis_training: 309.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6176, f_measure: 0.5938, kappa: 0.1881, kb_relative_information_score: 96.2554, mean_absolute_error: 0.4667, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5943, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9888, scimark_benchmark: 1775.4945, usercpu_time_millis: 304.106, usercpu_time_millis_testing: 1.083, usercpu_time_millis_training: 303.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5878, f_measure: 0.5552, kappa: 0.1106, kb_relative_information_score: 55.4931, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5553, predictive_accuracy: 0.5553, prior_entropy: 1, recall: 0.5553, relative_absolute_error: 0.9629, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9919, scimark_benchmark: 1743.1009, usercpu_time_millis: 257.96, usercpu_time_millis_testing: 0.782, usercpu_time_millis_training: 257.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6046, f_measure: 0.5775, kappa: 0.1551, kb_relative_information_score: 97.4147, mean_absolute_error: 0.4653, 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: 0.9307, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5017, root_relative_squared_error: 1.0035, scimark_benchmark: 1046.7542, usercpu_time_millis: 243.741, usercpu_time_millis_testing: 0.917, usercpu_time_millis_training: 242.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.622, f_measure: 0.5964, kappa: 0.1931, kb_relative_information_score: 111.2095, mean_absolute_error: 0.4607, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5967, predictive_accuracy: 0.5965, prior_entropy: 1, recall: 0.5965, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1738.5695, usercpu_time_millis: 168.811, usercpu_time_millis_testing: 0.872, usercpu_time_millis_training: 167.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.537, kappa: 0.0743, kb_relative_information_score: 40.731, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5372, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1782.3204, usercpu_time_millis: 124.629, usercpu_time_millis_testing: 0.566, usercpu_time_millis_training: 124.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.566, kappa: 0.132, kb_relative_information_score: 78.6601, mean_absolute_error: 0.4729, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.566, predictive_accuracy: 0.566, prior_entropy: 1, recall: 0.566, relative_absolute_error: 0.9457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9949, scimark_benchmark: 1749.9829, usercpu_time_millis: 102.583, usercpu_time_millis_testing: 1.011, usercpu_time_millis_training: 101.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5582, f_measure: 0.5307, kappa: 0.0644, kb_relative_information_score: 22.5044, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5326, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1751.3544, usercpu_time_millis: 57.32, usercpu_time_millis_testing: 0.614, usercpu_time_millis_training: 56.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5659, f_measure: 0.5387, kappa: 0.0792, kb_relative_information_score: 26.9148, mean_absolute_error: 0.4914, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5399, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9828, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1045.2495, usercpu_time_millis: 39.437, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 39.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.5244, kappa: 0.0495, kb_relative_information_score: 27.655, mean_absolute_error: 0.4906, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9989, scimark_benchmark: 1750.8922, usercpu_time_millis: 34.661, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 34.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6004, f_measure: 0.5725, kappa: 0.1452, kb_relative_information_score: 78.1815, mean_absolute_error: 0.4731, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5727, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1752.9026, usercpu_time_millis: 23.564, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 23.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6052, f_measure: 0.5807, kappa: 0.1617, kb_relative_information_score: 89.0364, mean_absolute_error: 0.4691, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.581, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1755.4795, usercpu_time_millis: 22.437, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 22.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.52, f_measure: 0.5214, kappa: 0.0446, kb_relative_information_score: 6.1822, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5224, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 0.9999, scimark_benchmark: 1745.0339, usercpu_time_millis: 21.052, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 20.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5794, f_measure: 0.5568, kappa: 0.1139, kb_relative_information_score: 52.5577, mean_absolute_error: 0.4822, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.557, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1739.9867, usercpu_time_millis: 12.745, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 12.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5866, f_measure: 0.5594, kappa: 0.1188, kb_relative_information_score: 63.1374, mean_absolute_error: 0.4783, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5594, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.9565, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1748.0598, usercpu_time_millis: 7.034, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 6.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5931, f_measure: 0.575, kappa: 0.1502, kb_relative_information_score: 70.3064, mean_absolute_error: 0.476, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5751, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1750.3871, usercpu_time_millis: 3.169, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.011, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, 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, scimark_benchmark: 1746.2876, usercpu_time_millis: 1.929, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 1.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5, kb_relative_information_score: -0.0014, 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: 1750.8922, usercpu_time_millis: 2.631, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 2.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5903, f_measure: 0.5594, kappa: 0.1188, kb_relative_information_score: 62.6622, mean_absolute_error: 0.4787, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5594, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.9574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1747.5569, usercpu_time_millis: 225.987, usercpu_time_millis_testing: 0.709, usercpu_time_millis_training: 225.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6267, f_measure: 0.5973, kappa: 0.1947, kb_relative_information_score: 123.3868, mean_absolute_error: 0.4558, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5974, predictive_accuracy: 0.5974, prior_entropy: 1, recall: 0.5974, relative_absolute_error: 0.9115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1753.3033, usercpu_time_millis: 191.129, usercpu_time_millis_testing: 1.616, usercpu_time_millis_training: 189.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5601, f_measure: 0.5317, kappa: 0.066, kb_relative_information_score: 23.7199, mean_absolute_error: 0.4925, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5334, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1723.1582, usercpu_time_millis: 151.231, usercpu_time_millis_testing: 0.797, usercpu_time_millis_training: 150.434,

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