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Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0056, 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: 1363.0144, usercpu_time_millis: 3.031, usercpu_time_millis_testing: 0.546, usercpu_time_millis_training: 2.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.586, f_measure: 0.5543, kappa: 0.1089, kb_relative_information_score: 51.1491, mean_absolute_error: 0.4831, 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: 0.9662, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9933, scimark_benchmark: 1362.9104, usercpu_time_millis: 57.003, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 56.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5846, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 55.0674, mean_absolute_error: 0.4814, 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: 0.9628, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9939, scimark_benchmark: 1368.6697, usercpu_time_millis: 198.189, usercpu_time_millis_testing: 1.485, usercpu_time_millis_training: 196.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.4951, 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: 1359.3921, usercpu_time_millis: 1.742, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 1.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.525, f_measure: 0.5281, kappa: 0.0594, kb_relative_information_score: 9.9722, mean_absolute_error: 0.4969, 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: 0.9938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1364.5282, usercpu_time_millis: 22.009, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 21.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.604, f_measure: 0.5775, kappa: 0.1551, kb_relative_information_score: 85.9163, mean_absolute_error: 0.4702, 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: 0.9404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1369.0579, usercpu_time_millis: 449.5, usercpu_time_millis_testing: 1.806, usercpu_time_millis_training: 447.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, f_measure: 0.536, kappa: 0.0743, kb_relative_information_score: 29.1153, mean_absolute_error: 0.4906, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5375, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1366.724, usercpu_time_millis: 148.62, usercpu_time_millis_testing: 0.506, usercpu_time_millis_training: 148.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.586, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 53.7517, mean_absolute_error: 0.4821, 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: 0.9642, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9929, scimark_benchmark: 1368.7631, usercpu_time_millis: 64.617, usercpu_time_millis_testing: 1.435, usercpu_time_millis_training: 63.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5889, f_measure: 0.5526, kappa: 0.1056, kb_relative_information_score: 59.4227, mean_absolute_error: 0.4799, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5529, predictive_accuracy: 0.5528, prior_entropy: 1, recall: 0.5528, relative_absolute_error: 0.9597, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1360.0042, usercpu_time_millis: 55.544, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 55.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5058, f_measure: 0.5044, kappa: 0.0116, kb_relative_information_score: 4.8441, mean_absolute_error: 0.4984, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5058, predictive_accuracy: 0.5058, prior_entropy: 1, recall: 0.5058, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.0047, scimark_benchmark: 1336.9498, usercpu_time_millis: 5.143, usercpu_time_millis_testing: 0.656, usercpu_time_millis_training: 4.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: 0.0032, 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: 1358.2776, usercpu_time_millis: 2.786, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 2.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5231, f_measure: 0.5225, kappa: 0.0479, kb_relative_information_score: 7.1323, mean_absolute_error: 0.4978, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5242, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9995, scimark_benchmark: 1360.8335, usercpu_time_millis: 66.947, usercpu_time_millis_testing: 0.758, usercpu_time_millis_training: 66.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5706, f_measure: 0.5337, kappa: 0.0677, kb_relative_information_score: 47.9806, mean_absolute_error: 0.4836, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5339, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 1360.6118, usercpu_time_millis: 10.146, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 10.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.581, f_measure: 0.5477, kappa: 0.0957, kb_relative_information_score: 49.4356, mean_absolute_error: 0.4835, 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: 0.9669, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9929, scimark_benchmark: 1367.2687, usercpu_time_millis: 433.066, usercpu_time_millis_testing: 1.128, usercpu_time_millis_training: 431.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5815, f_measure: 0.5453, kappa: 0.0908, kb_relative_information_score: 55.6455, mean_absolute_error: 0.481, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5454, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9951, scimark_benchmark: 1365.2501, usercpu_time_millis: 11.366, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 11.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5356, f_measure: 0.5084, kappa: 0.0215, kb_relative_information_score: 20.1191, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5109, predictive_accuracy: 0.5107, prior_entropy: 1, recall: 0.5107, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1360.0271, usercpu_time_millis: 29.539, usercpu_time_millis_testing: 0.964, usercpu_time_millis_training: 28.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0223, 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: 1330.5641, usercpu_time_millis: 1.417, usercpu_time_millis_testing: 0.323, usercpu_time_millis_training: 1.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5189, f_measure: 0.506, kappa: 0.0182, kb_relative_information_score: 13.762, mean_absolute_error: 0.4954, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5093, predictive_accuracy: 0.5091, prior_entropy: 1, recall: 0.5091, relative_absolute_error: 0.9909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1362.356, usercpu_time_millis: 7.042, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 6.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.576, f_measure: 0.5408, kappa: 0.0825, kb_relative_information_score: 44.8841, mean_absolute_error: 0.485, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5414, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.97, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1365.5467, usercpu_time_millis: 190.721, usercpu_time_millis_testing: 0.766, usercpu_time_millis_training: 189.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5334, f_measure: 0.5146, kappa: 0.033, kb_relative_information_score: 20.9364, mean_absolute_error: 0.493, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5168, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9859, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1364.6597, usercpu_time_millis: 2.113, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 1.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5565, f_measure: 0.5239, kappa: 0.0512, kb_relative_information_score: 17.9903, mean_absolute_error: 0.4944, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.526, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9888, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9959, scimark_benchmark: 1363.6087, usercpu_time_millis: 60.553, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 60.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.5749, kappa: 0.1502, kb_relative_information_score: 116.0588, mean_absolute_error: 0.4575, 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: 0.9151, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5059, root_relative_squared_error: 1.0119, scimark_benchmark: 1848.916, usercpu_time_millis: 191.548, usercpu_time_millis_testing: 0.563, usercpu_time_millis_training: 190.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5732, f_measure: 0.5527, kappa: 0.1056, kb_relative_information_score: 46.062, mean_absolute_error: 0.4845, 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: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1361.5012, usercpu_time_millis: 40.517, usercpu_time_millis_testing: 1.977, usercpu_time_millis_training: 38.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5834, f_measure: 0.5558, kappa: 0.1122, kb_relative_information_score: 54.7169, mean_absolute_error: 0.4815, 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: 0.963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1362.2959, usercpu_time_millis: 45.298, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 45.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6043, f_measure: 0.5774, kappa: 0.1551, kb_relative_information_score: 74.8852, mean_absolute_error: 0.4745, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5777, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9893, scimark_benchmark: 1733.286, usercpu_time_millis: 126.457, usercpu_time_millis_testing: 0.782, usercpu_time_millis_training: 125.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5796, f_measure: 0.547, kappa: 0.0941, kb_relative_information_score: 49.6912, mean_absolute_error: 0.4833, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5471, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.9666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1843.3605, usercpu_time_millis: 107.707, usercpu_time_millis_testing: 0.54, usercpu_time_millis_training: 107.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5799, f_measure: 0.5461, kappa: 0.0924, kb_relative_information_score: 51.5838, mean_absolute_error: 0.4826, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5463, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1357.5058, usercpu_time_millis: 30.398, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 29.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5561, f_measure: 0.5265, kappa: 0.0545, kb_relative_information_score: 34.3871, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5274, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9767, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1365.2407, usercpu_time_millis: 117.396, usercpu_time_millis_testing: 1.261, usercpu_time_millis_training: 116.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5167, f_measure: 0.519, kappa: 0.0396, kb_relative_information_score: 5.4407, mean_absolute_error: 0.4984, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5199, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1360.5718, usercpu_time_millis: 2.911, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 2.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5838, f_measure: 0.5574, kappa: 0.1155, kb_relative_information_score: 42.8436, mean_absolute_error: 0.4861, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.558, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9911, scimark_benchmark: 1846.1643, usercpu_time_millis: 54.028, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 53.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5599, f_measure: 0.5369, kappa: 0.0743, kb_relative_information_score: 38.0398, mean_absolute_error: 0.4871, 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: 0.9742, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1746.4179, usercpu_time_millis: 47.677, usercpu_time_millis_testing: 1.769, usercpu_time_millis_training: 45.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0089, 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: 1362.6846, usercpu_time_millis: 1.757, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 1.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5359, f_measure: 0.5152, kappa: 0.0347, kb_relative_information_score: 18.2988, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5176, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1851.8567, usercpu_time_millis: 18.367, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 17.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6004, f_measure: 0.5798, kappa: 0.1601, kb_relative_information_score: 81.1629, mean_absolute_error: 0.472, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5802, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 1363.7635, usercpu_time_millis: 179.101, usercpu_time_millis_testing: 1.348, usercpu_time_millis_training: 177.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5067, f_measure: 0.514, kappa: 0.0297, kb_relative_information_score: 3.8822, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.515, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1848.388, usercpu_time_millis: 5.833, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 5.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.608, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 83.3088, mean_absolute_error: 0.4714, 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: 0.9428, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 1838.5607, usercpu_time_millis: 33.491, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 33.268,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5729, f_measure: 0.5428, kappa: 0.0858, kb_relative_information_score: 46.6736, mean_absolute_error: 0.4841, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5429, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9683, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9959, scimark_benchmark: 1373.4815, usercpu_time_millis: 77.589, usercpu_time_millis_testing: 0.954, usercpu_time_millis_training: 76.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.559, f_measure: 0.5479, kappa: 0.0957, kb_relative_information_score: 39.3243, mean_absolute_error: 0.4867, 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: 0.9734, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0065, scimark_benchmark: 1359.7083, usercpu_time_millis: 2.577, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 2.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5756, f_measure: 0.5533, kappa: 0.1073, kb_relative_information_score: 55.9288, mean_absolute_error: 0.481, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5538, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9619, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.0077, scimark_benchmark: 1356.6008, usercpu_time_millis: 55.643, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 55.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5911, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 65.6189, mean_absolute_error: 0.4776, 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: 0.9552, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1360.8954, usercpu_time_millis: 63.616, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 63.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5918, f_measure: 0.5718, kappa: 0.1436, kb_relative_information_score: 86.91, mean_absolute_error: 0.4694, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5718, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5071, root_relative_squared_error: 1.0141, scimark_benchmark: 1720.4557, usercpu_time_millis: 398.349, usercpu_time_millis_testing: 1.081, usercpu_time_millis_training: 397.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5655, f_measure: 0.5511, kappa: 0.1023, kb_relative_information_score: 42.2056, mean_absolute_error: 0.4858, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5512, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0018, scimark_benchmark: 1365.0762, usercpu_time_millis: 22.667, usercpu_time_millis_testing: 1.363, usercpu_time_millis_training: 21.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5883, f_measure: 0.566, kappa: 0.132, kb_relative_information_score: 62.9503, mean_absolute_error: 0.4787, 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: 0.9574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1366.9889, usercpu_time_millis: 22.013, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 21.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.614, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 94.25, mean_absolute_error: 0.4673, 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: 0.9345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9907, scimark_benchmark: 1869.6309, usercpu_time_millis: 367.578, usercpu_time_millis_testing: 0.96, usercpu_time_millis_training: 366.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5878, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 61.4732, mean_absolute_error: 0.4791, 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: 0.9583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1365.51, usercpu_time_millis: 67.529, usercpu_time_millis_testing: 0.483, usercpu_time_millis_training: 67.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.565, f_measure: 0.538, kappa: 0.0776, kb_relative_information_score: 35.5625, mean_absolute_error: 0.4882, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5391, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9764, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1358.9341, usercpu_time_millis: 155.043, usercpu_time_millis_testing: 1.151, usercpu_time_millis_training: 153.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.5527, kappa: 0.1056, kb_relative_information_score: 43.285, mean_absolute_error: 0.4858, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5529, predictive_accuracy: 0.5528, prior_entropy: 1, recall: 0.5528, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1363.6605, usercpu_time_millis: 55.905, usercpu_time_millis_testing: 0.601, usercpu_time_millis_training: 55.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5847, f_measure: 0.5643, kappa: 0.1287, kb_relative_information_score: 54.1213, mean_absolute_error: 0.4819, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5644, predictive_accuracy: 0.5644, prior_entropy: 1, recall: 0.5644, relative_absolute_error: 0.9638, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9949, scimark_benchmark: 1367.4094, usercpu_time_millis: 31.419, usercpu_time_millis_testing: 0.835, usercpu_time_millis_training: 30.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5731, f_measure: 0.5429, kappa: 0.0858, kb_relative_information_score: 46.9377, mean_absolute_error: 0.4841, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5429, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9682, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1361.2397, usercpu_time_millis: 211.694, usercpu_time_millis_testing: 0.993, usercpu_time_millis_training: 210.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0161, 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: 1359.1792, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6202, f_measure: 0.587, kappa: 0.1749, kb_relative_information_score: 103.9719, mean_absolute_error: 0.4637, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5878, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9274, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1365.9828, usercpu_time_millis: 484.093, usercpu_time_millis_testing: 1.83, usercpu_time_millis_training: 482.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6013, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 74.4194, mean_absolute_error: 0.4746, 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: 0.9493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1362.1578, usercpu_time_millis: 15.607, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 15.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.614, f_measure: 0.5814, kappa: 0.1634, kb_relative_information_score: 94.6645, mean_absolute_error: 0.4671, 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: 0.9342, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9912, scimark_benchmark: 1862.3553, usercpu_time_millis: 206.689, usercpu_time_millis_testing: 1.08, usercpu_time_millis_training: 205.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 84.8891, mean_absolute_error: 0.4705, 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: 0.941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9983, scimark_benchmark: 1872.4881, usercpu_time_millis: 185.525, usercpu_time_millis_testing: 0.694, usercpu_time_millis_training: 184.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.517, kappa: 0.0363, kb_relative_information_score: 23.6198, mean_absolute_error: 0.492, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5183, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1367.2547, usercpu_time_millis: 45.612, usercpu_time_millis_testing: 0.674, usercpu_time_millis_training: 44.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6132, f_measure: 0.584, kappa: 0.1683, kb_relative_information_score: 95.9222, mean_absolute_error: 0.4665, 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: 0.933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1856.2273, usercpu_time_millis: 179.457, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 178.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0128, 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: 1358.8334, usercpu_time_millis: 2.421, usercpu_time_millis_testing: 0.502, usercpu_time_millis_training: 1.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5137, f_measure: 0.5152, kappa: 0.033, kb_relative_information_score: 5.5423, mean_absolute_error: 0.4983, 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: 0.9966, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 1364.1169, usercpu_time_millis: 10.469, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 10.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, f_measure: 0.5239, kappa: 0.0479, kb_relative_information_score: 28.5909, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5239, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1362.7246, usercpu_time_millis: 60.482, usercpu_time_millis_testing: 1.17, usercpu_time_millis_training: 59.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0022, 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: 1368.7377, usercpu_time_millis: 1.177, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 0.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.5888, kappa: 0.1782, kb_relative_information_score: 93.4052, mean_absolute_error: 0.4676, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5894, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1751.3544, usercpu_time_millis: 47.81, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 47.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5404, f_measure: 0.5213, kappa: 0.0479, kb_relative_information_score: 17.7128, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5245, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9887, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1366.1922, usercpu_time_millis: 99.947, usercpu_time_millis_testing: 0.648, usercpu_time_millis_training: 99.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5444, f_measure: 0.5211, kappa: 0.0462, kb_relative_information_score: 18.1856, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5235, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9967, scimark_benchmark: 1869.6309, usercpu_time_millis: 50.151, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 49.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6227, f_measure: 0.5989, kappa: 0.198, kb_relative_information_score: 119.8866, mean_absolute_error: 0.4571, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5991, predictive_accuracy: 0.599, prior_entropy: 1, recall: 0.599, relative_absolute_error: 0.9142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1350.5965, usercpu_time_millis: 144.546, usercpu_time_millis_testing: 0.929, usercpu_time_millis_training: 143.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5899, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 63.42, mean_absolute_error: 0.4785, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5668, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9957, scimark_benchmark: 1868.7112, usercpu_time_millis: 22.282, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 22.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5016, f_measure: 0.4951, kb_relative_information_score: 0.0053, 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: 1362.8469, usercpu_time_millis: 1.484, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 1.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.5, kb_relative_information_score: -0.0021, 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: 1758.4254, usercpu_time_millis: 2.378, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 2.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5763, f_measure: 0.5386, kappa: 0.0776, kb_relative_information_score: 46.256, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5389, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9957, scimark_benchmark: 1751.357, usercpu_time_millis: 10.988, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 10.764,

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