Task
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: 0.5641, f_measure: 0.5468, kappa: 0.0941, kb_relative_information_score: 42.6114, mean_absolute_error: 0.4856, 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: 0.9712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0053, scimark_benchmark: 1080.9146, usercpu_time_millis: 1.766, usercpu_time_millis_testing: 1.724, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5645, f_measure: 0.5493, kappa: 0.099, kb_relative_information_score: 44.4561, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5496, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0066, scimark_benchmark: 1083.1678, usercpu_time_millis: 1.777, usercpu_time_millis_testing: 1.736, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5725, f_measure: 0.5406, kappa: 0.0825, kb_relative_information_score: 58.6408, mean_absolute_error: 0.4798, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5415, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5076, root_relative_squared_error: 1.0152, scimark_benchmark: 1822.1781, usercpu_time_millis: 0.95, usercpu_time_millis_testing: 0.931, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6099, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 73.8058, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5619, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.491, root_relative_squared_error: 0.9821, scimark_benchmark: 1862.4126, usercpu_time_millis: 7.726, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 7.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5278, f_measure: 0.5134, kappa: 0.033, kb_relative_information_score: 11.3943, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5169, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1752.4403, usercpu_time_millis: 15.989, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 15.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6164, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 86.6112, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5702, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4923, root_relative_squared_error: 0.9847, scimark_benchmark: 1752.3811, usercpu_time_millis: 28.719, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 28.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5771, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 50.1895, mean_absolute_error: 0.4832, 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: 0.9665, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 0.9999, scimark_benchmark: 1868.1832, usercpu_time_millis: 27.583, usercpu_time_millis_testing: 2.094, usercpu_time_millis_training: 25.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5909, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 113.9054, mean_absolute_error: 0.4565, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5669, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9129, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5312, root_relative_squared_error: 1.0625, scimark_benchmark: 1751.1809, usercpu_time_millis: 49.926, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 49.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6158, f_measure: 0.5883, kappa: 0.1766, kb_relative_information_score: 80.508, mean_absolute_error: 0.4727, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5883, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9454, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4916, root_relative_squared_error: 0.9832, scimark_benchmark: 1752.841, usercpu_time_millis: 56.682, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 56.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5802, f_measure: 0.5489, kappa: 0.099, kb_relative_information_score: 40.9473, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5498, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9732, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1858.3038, usercpu_time_millis: 145.414, usercpu_time_millis_testing: 1.241, usercpu_time_millis_training: 144.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, f_measure: 0.531, kappa: 0.0627, kb_relative_information_score: 28.8612, mean_absolute_error: 0.4907, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5314, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1859.3512, usercpu_time_millis: 2.819, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 2.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.5167, kappa: 0.038, kb_relative_information_score: 11.4012, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5193, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1861.833, usercpu_time_millis: 17.219, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 17.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5969, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 67.0631, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5743, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1859.7394, usercpu_time_millis: 14.653, usercpu_time_millis_testing: 0.824, usercpu_time_millis_training: 13.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5478, f_measure: 0.5262, kappa: 0.0545, kb_relative_information_score: 27.0106, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5275, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1865.1205, usercpu_time_millis: 33.08, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 32.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5278, f_measure: 0.5226, kappa: 0.0512, kb_relative_information_score: 11.6287, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5262, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1817.3854, usercpu_time_millis: 36.155, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 35.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0091, 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: 1750.8922, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0209, 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: 1861.5647, usercpu_time_millis: 0.623, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6264, f_measure: 0.5824, kappa: 0.165, kb_relative_information_score: 106.7143, mean_absolute_error: 0.4626, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5826, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9252, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9848, scimark_benchmark: 1855.1969, usercpu_time_millis: 2.663, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 2.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5539, f_measure: 0.5453, kappa: 0.0908, kb_relative_information_score: 30.0275, mean_absolute_error: 0.4901, 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: 0.9803, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1862.478, usercpu_time_millis: 1.849, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 1.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5329, f_measure: 0.5217, kappa: 0.0479, kb_relative_information_score: 14.3451, mean_absolute_error: 0.4954, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5244, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1861.3749, usercpu_time_millis: 24.754, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 24.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 77.3254, mean_absolute_error: 0.4733, 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: 0.9465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1721.9274, usercpu_time_millis: 39.52, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 39.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6238, f_measure: 0.5979, kappa: 0.1964, kb_relative_information_score: 109.8191, mean_absolute_error: 0.4615, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5985, predictive_accuracy: 0.5982, prior_entropy: 1, recall: 0.5982, relative_absolute_error: 0.923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894, scimark_benchmark: 1752.3811, usercpu_time_millis: 83.932, usercpu_time_millis_testing: 1.307, usercpu_time_millis_training: 82.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 72.9882, mean_absolute_error: 0.4745, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5734, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5072, root_relative_squared_error: 1.0145, scimark_benchmark: 1864.5074, usercpu_time_millis: 290.304, usercpu_time_millis_testing: 1.192, usercpu_time_millis_training: 289.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6193, f_measure: 0.5813, kappa: 0.1634, kb_relative_information_score: 95.8455, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.582, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4938, root_relative_squared_error: 0.9876, scimark_benchmark: 1746.8996, usercpu_time_millis: 20.604, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 20.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.5839, kappa: 0.1683, kb_relative_information_score: 90.5793, mean_absolute_error: 0.4687, 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: 0.9375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9917, scimark_benchmark: 1867.7991, usercpu_time_millis: 41.421, usercpu_time_millis_testing: 0.622, usercpu_time_millis_training: 40.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.5464, kappa: 0.0957, kb_relative_information_score: 26.2157, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5485, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9834, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9927, scimark_benchmark: 2084.0993, usercpu_time_millis: 71.101, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 70.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5333, f_measure: 0.5134, kappa: 0.0314, kb_relative_information_score: 21.5082, mean_absolute_error: 0.4928, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.516, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9856, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9991, scimark_benchmark: 1813.8071, usercpu_time_millis: 6.322, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 6.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5262, f_measure: 0.5168, kappa: 0.038, kb_relative_information_score: 10.1703, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5193, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1868.2531, usercpu_time_millis: 6.891, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 6.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5701, f_measure: 0.5456, kappa: 0.0924, kb_relative_information_score: 26.6697, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5465, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1865.6428, usercpu_time_millis: 19.79, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 19.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.5651, kappa: 0.1304, kb_relative_information_score: 76.3391, mean_absolute_error: 0.4737, 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: 0.9474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1874.0573, usercpu_time_millis: 45.046, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 44.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5527, f_measure: 0.5307, kappa: 0.0644, kb_relative_information_score: 19.0851, mean_absolute_error: 0.494, 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: 0.9881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1855.2567, usercpu_time_millis: 48.332, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 48.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6244, f_measure: 0.5874, kappa: 0.1749, kb_relative_information_score: 93.3372, mean_absolute_error: 0.468, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5875, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4903, root_relative_squared_error: 0.9807, scimark_benchmark: 1850.5475, usercpu_time_millis: 81.62, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 81.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 72.2398, mean_absolute_error: 0.4754, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5734, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9943, scimark_benchmark: 1874.5188, usercpu_time_millis: 80.149, usercpu_time_millis_testing: 1.327, usercpu_time_millis_training: 78.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.617, f_measure: 0.5726, kappa: 0.1469, kb_relative_information_score: 67.9614, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.574, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4885, root_relative_squared_error: 0.977, scimark_benchmark: 1864.8572, usercpu_time_millis: 91.404, usercpu_time_millis_testing: 1.19, usercpu_time_millis_training: 90.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5458, f_measure: 0.5338, kappa: 0.0677, kb_relative_information_score: 29.3538, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5042, root_relative_squared_error: 1.0085, scimark_benchmark: 1855.7733, usercpu_time_millis: 15.519, usercpu_time_millis_testing: 1.598, usercpu_time_millis_training: 13.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6073, f_measure: 0.5756, kappa: 0.1518, kb_relative_information_score: 80.7242, mean_absolute_error: 0.4725, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5761, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1825.029, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 0.446, usercpu_time_millis_training: 30.804,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5981, f_measure: 0.5856, kappa: 0.1716, kb_relative_information_score: 189.1833, mean_absolute_error: 0.4241, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5859, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5972, root_relative_squared_error: 1.1945, scimark_benchmark: 1764.4583, usercpu_time_millis: 1.141, usercpu_time_millis_testing: 1.119, usercpu_time_millis_training: 0.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.5763, kappa: 0.1535, kb_relative_information_score: 114.1078, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.577, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5279, root_relative_squared_error: 1.0557, scimark_benchmark: 1756.0384, usercpu_time_millis: 0.979, usercpu_time_millis_testing: 0.96, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, f_measure: 0.5493, kappa: 0.099, kb_relative_information_score: 38.8832, mean_absolute_error: 0.4869, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5496, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9739, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5015, root_relative_squared_error: 1.0029, scimark_benchmark: 1865.4271, usercpu_time_millis: 1.006, usercpu_time_millis_testing: 0.985, usercpu_time_millis_training: 0.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5951, f_measure: 0.5856, kappa: 0.1716, kb_relative_information_score: 128.0621, mean_absolute_error: 0.4524, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5859, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5348, root_relative_squared_error: 1.0697, scimark_benchmark: 1365.2845, usercpu_time_millis: 1.519, usercpu_time_millis_testing: 1.49, usercpu_time_millis_training: 0.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5981, f_measure: 0.5856, kappa: 0.1716, kb_relative_information_score: 189.1833, mean_absolute_error: 0.4241, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5859, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5972, root_relative_squared_error: 1.1945, scimark_benchmark: 1754.9684, usercpu_time_millis: 0.904, usercpu_time_millis_testing: 0.888, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5899, f_measure: 0.5762, kappa: 0.1535, kb_relative_information_score: 102.929, mean_absolute_error: 0.463, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5771, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5228, root_relative_squared_error: 1.0456, scimark_benchmark: 1220.4782, usercpu_time_millis: 1.69, usercpu_time_millis_testing: 1.651, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.579, kappa: 0.1584, kb_relative_information_score: 86.738, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5793, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.94, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 2038.4498, usercpu_time_millis: 7.99, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 7.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5733, f_measure: 0.5343, kappa: 0.0726, kb_relative_information_score: 39.8275, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5369, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1987.3192, usercpu_time_millis: 13.495, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 13.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5726, f_measure: 0.5512, kappa: 0.104, kb_relative_information_score: 34.2536, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5524, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9779, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9919, scimark_benchmark: 1765.6145, usercpu_time_millis: 37.058, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 36.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5263, f_measure: 0.5279, kappa: 0.0578, kb_relative_information_score: 7.3347, mean_absolute_error: 0.4978, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5291, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1740.8392, usercpu_time_millis: 43.432, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 42.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, f_measure: 0.5765, kappa: 0.1535, kb_relative_information_score: 77.8007, mean_absolute_error: 0.4735, 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: 0.9471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.494, root_relative_squared_error: 0.9881, scimark_benchmark: 1843.2436, usercpu_time_millis: 146.995, usercpu_time_millis_testing: 1.597, usercpu_time_millis_training: 145.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6306, f_measure: 0.5831, kappa: 0.1667, kb_relative_information_score: 100.8695, mean_absolute_error: 0.4654, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5835, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9308, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4898, root_relative_squared_error: 0.9796, scimark_benchmark: 1724.8935, usercpu_time_millis: 199.855, usercpu_time_millis_testing: 1.447, usercpu_time_millis_training: 198.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0397, 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: 1742.5561, usercpu_time_millis: 0.398, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0144, 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: 1712.075, usercpu_time_millis: 1.899, usercpu_time_millis_testing: 0.323, usercpu_time_millis_training: 1.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5171, f_measure: 0.4995, kappa: 0.0066, kb_relative_information_score: 13.7178, mean_absolute_error: 0.4954, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5034, predictive_accuracy: 0.5033, prior_entropy: 1, recall: 0.5033, relative_absolute_error: 0.9908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 2036.7591, usercpu_time_millis: 5.339, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 4.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.5494, kappa: 0.099, kb_relative_information_score: 59.336, mean_absolute_error: 0.4793, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5496, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9585, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0036, scimark_benchmark: 1739.3857, usercpu_time_millis: 1.418, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 1.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5409, f_measure: 0.5241, kappa: 0.0528, kb_relative_information_score: 16.488, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5269, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1796.5148, usercpu_time_millis: 13.968, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 13.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.5853, kappa: 0.1716, kb_relative_information_score: 92.0312, mean_absolute_error: 0.4684, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5862, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4938, root_relative_squared_error: 0.9876, scimark_benchmark: 1840.7273, usercpu_time_millis: 23.322, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 23.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.5393, kappa: 0.0792, kb_relative_information_score: 43.1744, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5397, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1845.2764, usercpu_time_millis: 37.037, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 36.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5334, f_measure: 0.5353, kappa: 0.071, kb_relative_information_score: 9.3311, mean_absolute_error: 0.4973, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5355, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0019, scimark_benchmark: 1749.5206, usercpu_time_millis: 51.456, usercpu_time_millis_testing: 0.564, usercpu_time_millis_training: 50.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6158, f_measure: 0.5889, kappa: 0.1782, kb_relative_information_score: 114.6167, mean_absolute_error: 0.4587, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5893, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5012, root_relative_squared_error: 1.0025, scimark_benchmark: 1825.9669, usercpu_time_millis: 87.588, usercpu_time_millis_testing: 0.773, usercpu_time_millis_training: 86.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.573, f_measure: 0.5355, kappa: 0.0726, kb_relative_information_score: 39.7747, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5366, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9919, scimark_benchmark: 1760.8333, usercpu_time_millis: 124.265, usercpu_time_millis_testing: 0.938, usercpu_time_millis_training: 123.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6279, f_measure: 0.5988, kappa: 0.198, kb_relative_information_score: 99.0505, mean_absolute_error: 0.4661, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5993, predictive_accuracy: 0.599, prior_entropy: 1, recall: 0.599, relative_absolute_error: 0.9322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4905, root_relative_squared_error: 0.9811, scimark_benchmark: 1794.7751, usercpu_time_millis: 149.482, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 148.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5735, f_measure: 0.5498, kappa: 0.1007, kb_relative_information_score: 33.0896, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5506, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1721.3501, usercpu_time_millis: 16.373, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 16.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6132, f_measure: 0.5865, kappa: 0.1733, kb_relative_information_score: 107.1865, mean_absolute_error: 0.4617, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5867, predictive_accuracy: 0.5866, prior_entropy: 1, recall: 0.5866, relative_absolute_error: 0.9234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1730.8101, usercpu_time_millis: 26.878, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 26.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6072, f_measure: 0.5792, kappa: 0.1584, kb_relative_information_score: 77.1745, mean_absolute_error: 0.4737, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5792, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9888, scimark_benchmark: 1761.0815, usercpu_time_millis: 45.803, usercpu_time_millis_testing: 0.458, usercpu_time_millis_training: 45.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5728, f_measure: 0.5426, kappa: 0.0875, kb_relative_information_score: 36.0517, mean_absolute_error: 0.4882, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5442, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.9764, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9905, scimark_benchmark: 1765.6738, usercpu_time_millis: 91.819, usercpu_time_millis_testing: 0.864, usercpu_time_millis_training: 90.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6049, f_measure: 0.5883, kappa: 0.1766, kb_relative_information_score: 84.7639, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5883, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1768.5532, usercpu_time_millis: 42.321, usercpu_time_millis_testing: 0.439, usercpu_time_millis_training: 41.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5514, f_measure: 0.5256, kappa: 0.0627, kb_relative_information_score: 24.1609, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.533, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1744.4527, usercpu_time_millis: 50.864, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 50.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6101, f_measure: 0.5757, kappa: 0.1518, kb_relative_information_score: 64.6146, mean_absolute_error: 0.4784, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5761, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4897, root_relative_squared_error: 0.9794, scimark_benchmark: 1746.1567, usercpu_time_millis: 57.302, usercpu_time_millis_testing: 0.722, usercpu_time_millis_training: 56.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5572, f_measure: 0.5427, kappa: 0.0908, kb_relative_information_score: 27.7769, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5465, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9933, scimark_benchmark: 1764.8479, usercpu_time_millis: 128.085, usercpu_time_millis_testing: 0.801, usercpu_time_millis_training: 127.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6131, f_measure: 0.5889, kappa: 0.1782, kb_relative_information_score: 119.507, mean_absolute_error: 0.4565, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5892, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.913, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5064, root_relative_squared_error: 1.0127, scimark_benchmark: 1726.2636, usercpu_time_millis: 87.997, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 87.655,

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