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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: 0.5228, f_measure: 0.5046, kappa: 0.0149, kb_relative_information_score: 14.7671, mean_absolute_error: 0.4951, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5076, predictive_accuracy: 0.5074, prior_entropy: 1, recall: 0.5074, relative_absolute_error: 0.9901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0021, scimark_benchmark: 1873.5991, usercpu_time_millis: 3.406, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 3.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5124, f_measure: 0.5187, kappa: 0.038, kb_relative_information_score: 3.6756, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.519, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0011, scimark_benchmark: 1874.5188, usercpu_time_millis: 3.149, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 2.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5637, f_measure: 0.5338, kappa: 0.0677, kb_relative_information_score: 41.7451, mean_absolute_error: 0.4857, 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: 0.9714, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9974, scimark_benchmark: 1870.1469, usercpu_time_millis: 10.707, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 10.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5696, f_measure: 0.5512, kappa: 0.1023, kb_relative_information_score: 42.4774, 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: 0.4992, root_relative_squared_error: 0.9984, scimark_benchmark: 1873.4078, usercpu_time_millis: 17.592, usercpu_time_millis_testing: 0.844, usercpu_time_millis_training: 16.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5407, f_measure: 0.519, kappa: 0.0429, kb_relative_information_score: 21.6188, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5219, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1873.4078, usercpu_time_millis: 16.979, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 16.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5256, f_measure: 0.5196, kappa: 0.0446, kb_relative_information_score: 10.7258, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5228, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1872.8797, usercpu_time_millis: 13.958, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 13.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, f_measure: 0.5056, kappa: 0.0182, kb_relative_information_score: 4.84, mean_absolute_error: 0.4985, 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: 0.9969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.002, scimark_benchmark: 1869.8223, usercpu_time_millis: 6.999, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 6.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5551, f_measure: 0.5317, kappa: 0.0644, kb_relative_information_score: 32.6355, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5323, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1872.8797, usercpu_time_millis: 15.755, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 15.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 66.3789, mean_absolute_error: 0.4775, 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: 0.955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1867.4545, usercpu_time_millis: 11.713, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 11.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0133, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1878.4186, usercpu_time_millis: 2.034, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 1.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5991, f_measure: 0.5775, kappa: 0.1551, kb_relative_information_score: 89.1003, mean_absolute_error: 0.4684, 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: 0.9368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5017, root_relative_squared_error: 1.0033, scimark_benchmark: 1858.4861, usercpu_time_millis: 2.68, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 2.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0233, 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: 1858.4861, usercpu_time_millis: 1.174, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 0.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.527, f_measure: 0.5098, kappa: 0.0198, kb_relative_information_score: 17.0732, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5099, predictive_accuracy: 0.5099, prior_entropy: 1, recall: 0.5099, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5047, root_relative_squared_error: 1.0095, scimark_benchmark: 1874.977, usercpu_time_millis: 9.174, usercpu_time_millis_testing: 0.854, usercpu_time_millis_training: 8.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5236, f_measure: 0.5104, kappa: 0.0248, kb_relative_information_score: 9.3074, mean_absolute_error: 0.4971, 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: 0.9942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1858.6775, usercpu_time_millis: 1.78, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 1.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.5314, kappa: 0.0644, kb_relative_information_score: 27.6167, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5324, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1869.6309, usercpu_time_millis: 8.602, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 8.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0051, 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: 1849.1322, usercpu_time_millis: 2.444, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 2.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5373, f_measure: 0.5255, kappa: 0.0512, kb_relative_information_score: 24.6278, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5256, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1858.3038, usercpu_time_millis: 13.132, usercpu_time_millis_testing: 0.208, usercpu_time_millis_training: 12.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6009, f_measure: 0.5807, kappa: 0.1617, kb_relative_information_score: 94.8403, mean_absolute_error: 0.4663, 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: 0.9326, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.0064, scimark_benchmark: 1871.5019, usercpu_time_millis: 6.86, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 6.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5516, f_measure: 0.527, kappa: 0.0545, kb_relative_information_score: 32.7659, mean_absolute_error: 0.4888, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5273, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1873.0711, usercpu_time_millis: 6.614, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 6.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: 0.0043, 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: 1853.7787, usercpu_time_millis: 0.893, usercpu_time_millis_testing: 0.125, usercpu_time_millis_training: 0.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5231, f_measure: 0.5013, kappa: 0.005, kb_relative_information_score: 16.6264, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5025, predictive_accuracy: 0.5025, prior_entropy: 1, recall: 0.5025, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.504, root_relative_squared_error: 1.008, scimark_benchmark: 1874.5188, usercpu_time_millis: 5.624, usercpu_time_millis_testing: 0.445, usercpu_time_millis_training: 5.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.5643, kappa: 0.1287, kb_relative_information_score: 61.1578, mean_absolute_error: 0.4793, 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: 0.9587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9961, scimark_benchmark: 1856.2273, usercpu_time_millis: 9.348, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 8.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5415, f_measure: 0.5301, kappa: 0.0611, kb_relative_information_score: 16.3621, mean_absolute_error: 0.4949, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5306, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1873.4078, usercpu_time_millis: 1.429, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 1.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0234, 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: 1867.725, usercpu_time_millis: 1.526, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 1.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0113, 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: 1873.0711, usercpu_time_millis: 1.923, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 1.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5353, f_measure: 0.5131, kappa: 0.0264, kb_relative_information_score: 24.5492, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5132, predictive_accuracy: 0.5132, prior_entropy: 1, recall: 0.5132, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5022, root_relative_squared_error: 1.0044, scimark_benchmark: 1872.0299, usercpu_time_millis: 1.93, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 1.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5273, f_measure: 0.5251, kappa: 0.0528, kb_relative_information_score: 7.977, mean_absolute_error: 0.4976, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5267, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1876.23, usercpu_time_millis: 5.406, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 5.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5711, f_measure: 0.548, kappa: 0.0974, kb_relative_information_score: 67.7343, mean_absolute_error: 0.4756, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.549, predictive_accuracy: 0.5487, prior_entropy: 1, recall: 0.5487, relative_absolute_error: 0.9512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.515, root_relative_squared_error: 1.0299, scimark_benchmark: 1873.4078, usercpu_time_millis: 3.453, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 3.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0124, 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: 1873.2281, usercpu_time_millis: 2.037, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 1.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.4958, 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: 0.5009, 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: 1872.9496, usercpu_time_millis: 2.471, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 2.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6103, f_measure: 0.5732, kappa: 0.1469, kb_relative_information_score: 83.3573, mean_absolute_error: 0.4714, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5736, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9893, scimark_benchmark: 1874.5882, usercpu_time_millis: 278.825, usercpu_time_millis_testing: 0.968, usercpu_time_millis_training: 277.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.62, f_measure: 0.5889, kappa: 0.1782, kb_relative_information_score: 130.4093, mean_absolute_error: 0.452, 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: 0.904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5051, root_relative_squared_error: 1.0103, scimark_benchmark: 1874.4889, usercpu_time_millis: 245.836, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 245.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.605, f_measure: 0.5741, kappa: 0.1485, kb_relative_information_score: 82.7134, mean_absolute_error: 0.4715, 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: 0.943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9931, scimark_benchmark: 1872.0299, usercpu_time_millis: 224.605, usercpu_time_millis_testing: 0.642, usercpu_time_millis_training: 223.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.5586, kappa: 0.1172, kb_relative_information_score: 65.0872, mean_absolute_error: 0.4779, 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: 0.9558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1873.5991, usercpu_time_millis: 235.222, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 234.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.5806, kappa: 0.1617, kb_relative_information_score: 87.1553, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5811, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.94, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9887, scimark_benchmark: 1873.4078, usercpu_time_millis: 211.932, usercpu_time_millis_testing: 1.181, usercpu_time_millis_training: 210.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6169, f_measure: 0.5829, kappa: 0.1667, kb_relative_information_score: 96.3024, mean_absolute_error: 0.4667, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5837, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892, scimark_benchmark: 1873.0711, usercpu_time_millis: 199.688, usercpu_time_millis_testing: 0.918, usercpu_time_millis_training: 198.77,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5562, f_measure: 0.5186, kappa: 0.038, kb_relative_information_score: 34.0774, mean_absolute_error: 0.4884, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.519, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1860.4002, usercpu_time_millis: 37.716, usercpu_time_millis_testing: 0.66, usercpu_time_millis_training: 37.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5644, f_measure: 0.5446, kappa: 0.0908, kb_relative_information_score: 33.8737, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5457, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1845.5991, usercpu_time_millis: 28.923, usercpu_time_millis_testing: 0.695, usercpu_time_millis_training: 28.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6098, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 86.3496, mean_absolute_error: 0.4702, 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: 0.9403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1871.5019, usercpu_time_millis: 9.318, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 9.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6171, f_measure: 0.5825, kappa: 0.165, kb_relative_information_score: 120.9686, mean_absolute_error: 0.4557, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5825, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0054, scimark_benchmark: 2173.4568, usercpu_time_millis: 3.441, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 3.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5407, f_measure: 0.5177, kappa: 0.0396, kb_relative_information_score: 17.9668, mean_absolute_error: 0.4942, 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: 0.9885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1855.7107, usercpu_time_millis: 27.276, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 27.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5285, f_measure: 0.5129, kappa: 0.0281, kb_relative_information_score: 19.4797, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5142, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0017, scimark_benchmark: 1867.725, usercpu_time_millis: 6.423, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 6.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5626, f_measure: 0.5357, kappa: 0.0726, kb_relative_information_score: 35.1583, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5365, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9766, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1869.7524, usercpu_time_millis: 17.691, usercpu_time_millis_testing: 0.457, usercpu_time_millis_training: 17.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5457, f_measure: 0.5289, kappa: 0.0611, kb_relative_information_score: 23.3088, mean_absolute_error: 0.4924, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.531, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9971, scimark_benchmark: 1970.7418, usercpu_time_millis: 27.296, usercpu_time_millis_testing: 0.472, usercpu_time_millis_training: 26.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5999, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 96.4227, mean_absolute_error: 0.4653, 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: 0.9307, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5052, root_relative_squared_error: 1.0103, scimark_benchmark: 1823.3896, usercpu_time_millis: 26.017, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 25.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5393, f_measure: 0.519, kappa: 0.0396, kb_relative_information_score: 20.7715, mean_absolute_error: 0.4931, 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: 0.9862, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1866.6261, usercpu_time_millis: 3.163, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 3.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6042, f_measure: 0.5816, kappa: 0.1634, kb_relative_information_score: 85.1211, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5817, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1979.1466, usercpu_time_millis: 22.965, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 22.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, f_measure: 0.5527, kappa: 0.1056, kb_relative_information_score: 86.1786, mean_absolute_error: 0.4681, 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: 0.9362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5153, root_relative_squared_error: 1.0305, scimark_benchmark: 1867.1999, usercpu_time_millis: 2.07, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 2.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.017, 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: 1868.7112, usercpu_time_millis: 1.164, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: -0.0019, 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: 1862.0186, usercpu_time_millis: 2.193, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 1.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5, kb_relative_information_score: -0.0007, 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: 1861.0453, usercpu_time_millis: 1.994, usercpu_time_millis_testing: 0.322, usercpu_time_millis_training: 1.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0088, 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: 1820.9596, usercpu_time_millis: 0.831, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 0.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5252, f_measure: 0.5202, kappa: 0.0446, kb_relative_information_score: 10.226, mean_absolute_error: 0.4968, 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: 0.9936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1788.6476, usercpu_time_millis: 20.856, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 20.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5926, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 64.6019, mean_absolute_error: 0.4781, 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: 0.9561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1861.3749, usercpu_time_millis: 219.435, usercpu_time_millis_testing: 1.159, usercpu_time_millis_training: 218.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5862, f_measure: 0.5586, kappa: 0.1172, kb_relative_information_score: 58.5336, mean_absolute_error: 0.4801, 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: 0.9603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9949, scimark_benchmark: 1988.8056, usercpu_time_millis: 157.945, usercpu_time_millis_testing: 0.862, usercpu_time_millis_training: 157.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5492, f_measure: 0.5241, kappa: 0.0528, kb_relative_information_score: 17.6623, mean_absolute_error: 0.4945, 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: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 2158.35, usercpu_time_millis: 104.666, usercpu_time_millis_testing: 0.506, usercpu_time_millis_training: 104.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.569, f_measure: 0.542, kappa: 0.0842, kb_relative_information_score: 43.3702, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5421, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1865.2449, usercpu_time_millis: 106.466, usercpu_time_millis_testing: 0.786, usercpu_time_millis_training: 105.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5412, f_measure: 0.5197, kappa: 0.0446, kb_relative_information_score: 14.8633, mean_absolute_error: 0.4954, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5228, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1866.7459, usercpu_time_millis: 86.854, usercpu_time_millis_testing: 0.578, usercpu_time_millis_training: 86.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5769, f_measure: 0.5435, kappa: 0.0875, kb_relative_information_score: 48.1233, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5438, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.9676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9947, scimark_benchmark: 1764.9161, usercpu_time_millis: 87.88, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 87.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.585, f_measure: 0.5624, kappa: 0.1254, kb_relative_information_score: 46.5466, mean_absolute_error: 0.4848, 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: 0.9695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1870.9768, usercpu_time_millis: 64.572, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 64.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5924, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 63.3507, mean_absolute_error: 0.4786, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5735, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9572, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9933, scimark_benchmark: 1858.3038, usercpu_time_millis: 40.622, usercpu_time_millis_testing: 0.324, usercpu_time_millis_training: 40.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, f_measure: 0.5263, kappa: 0.0578, kb_relative_information_score: 17.2095, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5295, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9891, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1866.2865, usercpu_time_millis: 40.711, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 40.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5161, f_measure: 0.5209, kappa: 0.0429, kb_relative_information_score: 4.6803, mean_absolute_error: 0.4986, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5216, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1776.6151, usercpu_time_millis: 40.365, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 40.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5539, f_measure: 0.5266, kappa: 0.0545, kb_relative_information_score: 32.7133, mean_absolute_error: 0.489, 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: 0.978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 2147.3905, usercpu_time_millis: 20.989, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 20.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.4983, kb_relative_information_score: 16.29, mean_absolute_error: 0.4945, 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: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0007, scimark_benchmark: 1758.428, usercpu_time_millis: 26.679, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 26.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.572, f_measure: 0.5467, kappa: 0.0941, kb_relative_information_score: 43.2587, mean_absolute_error: 0.4856, 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: 0.9712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9949, scimark_benchmark: 1977.4995, usercpu_time_millis: 14.708, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 14.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5758, f_measure: 0.5437, kappa: 0.0875, kb_relative_information_score: 51.2888, mean_absolute_error: 0.4825, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5438, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1860.9838, usercpu_time_millis: 16.067, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 15.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5906, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 69.1625, mean_absolute_error: 0.4762, 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: 0.9525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1759.298, usercpu_time_millis: 18.209, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 18.099,

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