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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: 0.5815, f_measure: 0.5528, kappa: 0.1056, kb_relative_information_score: 56.4527, mean_absolute_error: 0.4808, 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: 0.9616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 781.223, usercpu_time_millis: 58.801, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 58.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0089, 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: 781.0287, usercpu_time_millis: 0.501, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5662, f_measure: 0.5514, kappa: 0.1089, kb_relative_information_score: 62.9362, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.556, predictive_accuracy: 0.5545, prior_entropy: 1, recall: 0.5545, relative_absolute_error: 0.9548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5174, root_relative_squared_error: 1.0348, scimark_benchmark: 1797.3266, usercpu_time_millis: 0.75, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5179, f_measure: 0.5004, kappa: 0.0099, kb_relative_information_score: 12.6759, mean_absolute_error: 0.4958, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5051, predictive_accuracy: 0.505, prior_entropy: 1, recall: 0.505, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0011, scimark_benchmark: 1787.4585, usercpu_time_millis: 1.925, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 1.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6199, f_measure: 0.5988, kappa: 0.198, kb_relative_information_score: 104.2794, mean_absolute_error: 0.4636, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5992, predictive_accuracy: 0.599, prior_entropy: 1, recall: 0.599, relative_absolute_error: 0.9273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9912, scimark_benchmark: 1777.9108, usercpu_time_millis: 94.921, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 94.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 84.0698, mean_absolute_error: 0.471, 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: 0.942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9927, scimark_benchmark: 1854.1111, usercpu_time_millis: 69.779, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 69.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.557, f_measure: 0.5165, kappa: 0.033, kb_relative_information_score: 37.1811, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5165, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1831.1068, usercpu_time_millis: 20.802, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 20.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5699, f_measure: 0.55, kappa: 0.1007, kb_relative_information_score: 44.3828, mean_absolute_error: 0.485, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5505, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1851.2365, usercpu_time_millis: 23.098, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 22.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5961, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 67.1607, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5719, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1791.5836, usercpu_time_millis: 61.676, usercpu_time_millis_testing: 0.828, usercpu_time_millis_training: 60.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5569, f_measure: 0.5237, kappa: 0.0495, kb_relative_information_score: 30.6114, mean_absolute_error: 0.4898, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.525, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1807.0115, usercpu_time_millis: 44.33, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 44.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.5545, kappa: 0.1089, kb_relative_information_score: 49.6202, mean_absolute_error: 0.4834, 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: 0.9668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9957, scimark_benchmark: 760.6816, usercpu_time_millis: 61.44, usercpu_time_millis_testing: 2.008, usercpu_time_millis_training: 59.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5856, f_measure: 0.5578, kappa: 0.1155, kb_relative_information_score: 59.1956, mean_absolute_error: 0.4799, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5578, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.9598, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1839.1136, usercpu_time_millis: 6.133, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 6.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, f_measure: 0.5229, kappa: 0.0495, kb_relative_information_score: 12.0656, mean_absolute_error: 0.4963, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5251, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1794.6175, usercpu_time_millis: 18.861, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 18.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6101, f_measure: 0.578, kappa: 0.1568, kb_relative_information_score: 85.2008, mean_absolute_error: 0.4707, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5786, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9895, scimark_benchmark: 777.142, usercpu_time_millis: 485.78, usercpu_time_millis_testing: 1.117, usercpu_time_millis_training: 484.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6169, f_measure: 0.5844, kappa: 0.17, kb_relative_information_score: 101.149, mean_absolute_error: 0.4646, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5855, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1854.0428, usercpu_time_millis: 369.169, usercpu_time_millis_testing: 0.849, usercpu_time_millis_training: 368.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6199, f_measure: 0.5862, kappa: 0.1733, kb_relative_information_score: 101.9227, mean_absolute_error: 0.4645, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.587, predictive_accuracy: 0.5866, prior_entropy: 1, recall: 0.5866, relative_absolute_error: 0.9289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9886, scimark_benchmark: 1663.1882, usercpu_time_millis: 338.43, usercpu_time_millis_testing: 1.674, usercpu_time_millis_training: 336.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6081, f_measure: 0.579, kappa: 0.1584, kb_relative_information_score: 94.4131, mean_absolute_error: 0.4668, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5794, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1848.8559, usercpu_time_millis: 326.968, usercpu_time_millis_testing: 0.94, usercpu_time_millis_training: 326.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5924, f_measure: 0.5635, kappa: 0.1271, kb_relative_information_score: 101.526, mean_absolute_error: 0.4627, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5635, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9254, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.516, root_relative_squared_error: 1.032, scimark_benchmark: 1858.4905, usercpu_time_millis: 283.09, usercpu_time_millis_testing: 0.467, usercpu_time_millis_training: 282.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6084, f_measure: 0.5782, kappa: 0.1568, kb_relative_information_score: 88.2406, mean_absolute_error: 0.4694, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5785, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9933, scimark_benchmark: 1844.7384, usercpu_time_millis: 253.799, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 253.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5676, f_measure: 0.5371, kappa: 0.0743, kb_relative_information_score: 43.8879, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5371, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9702, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1782.6948, usercpu_time_millis: 133.781, usercpu_time_millis_testing: 0.925, usercpu_time_millis_training: 132.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5677, f_measure: 0.5346, kappa: 0.0693, kb_relative_information_score: 43.5941, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5347, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9967, scimark_benchmark: 1896.6516, usercpu_time_millis: 97.999, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 97.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.587, f_measure: 0.5576, kappa: 0.1155, kb_relative_information_score: 58.2961, mean_absolute_error: 0.4802, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5578, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.9605, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1850.8439, usercpu_time_millis: 89.388, usercpu_time_millis_testing: 0.698, usercpu_time_millis_training: 88.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5798, f_measure: 0.5377, kappa: 0.0759, kb_relative_information_score: 45.6119, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.538, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9919, scimark_benchmark: 1855.7385, usercpu_time_millis: 75.838, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 75.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6055, f_measure: 0.5808, kappa: 0.1617, kb_relative_information_score: 90.5262, mean_absolute_error: 0.4683, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5809, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 1779.8065, usercpu_time_millis: 73.887, usercpu_time_millis_testing: 0.563, usercpu_time_millis_training: 73.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5941, f_measure: 0.5693, kappa: 0.1386, kb_relative_information_score: 66.9477, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5693, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1784.5198, usercpu_time_millis: 67.89, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 67.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5453, f_measure: 0.5131, kappa: 0.0281, kb_relative_information_score: 27.798, mean_absolute_error: 0.4906, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5141, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9985, scimark_benchmark: 777.1732, usercpu_time_millis: 31.325, usercpu_time_millis_testing: 0.707, usercpu_time_millis_training: 30.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5215, f_measure: 0.5136, kappa: 0.0314, kb_relative_information_score: 10.4696, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5159, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 777.5866, usercpu_time_millis: 25.862, usercpu_time_millis_testing: 0.619, usercpu_time_millis_training: 25.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.601, f_measure: 0.5741, kappa: 0.1485, kb_relative_information_score: 72.5654, mean_absolute_error: 0.4752, 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: 0.9504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9903, scimark_benchmark: 1862.69, usercpu_time_millis: 31.276, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 31.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5814, f_measure: 0.5511, kappa: 0.1023, kb_relative_information_score: 50.5453, mean_absolute_error: 0.4831, 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: 0.9662, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1801.5153, usercpu_time_millis: 25.948, usercpu_time_millis_testing: 0.735, usercpu_time_millis_training: 25.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5636, f_measure: 0.5355, kappa: 0.071, kb_relative_information_score: 38.7049, mean_absolute_error: 0.487, 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: 0.974, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9974, scimark_benchmark: 1781.2617, usercpu_time_millis: 24.288, usercpu_time_millis_testing: 0.858, usercpu_time_millis_training: 23.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5523, f_measure: 0.5302, kappa: 0.0611, kb_relative_information_score: 33.0543, mean_absolute_error: 0.4887, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5306, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9774, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1803.0028, usercpu_time_millis: 15.729, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 15.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0197, 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: 777.4977, usercpu_time_millis: 2.999, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 2.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.5154, kappa: 0.033, kb_relative_information_score: 24.8355, mean_absolute_error: 0.4917, 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: 0.9834, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1787.4323, usercpu_time_millis: 13.196, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 12.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6179, f_measure: 0.5937, kappa: 0.1881, kb_relative_information_score: 102.3447, mean_absolute_error: 0.4643, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5944, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9286, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 775.7179, usercpu_time_millis: 682.811, usercpu_time_millis_testing: 1.783, usercpu_time_millis_training: 681.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.618, f_measure: 0.5849, kappa: 0.17, kb_relative_information_score: 118.899, mean_absolute_error: 0.4569, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5851, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5017, root_relative_squared_error: 1.0033, scimark_benchmark: 1858.1055, usercpu_time_millis: 370.058, usercpu_time_millis_testing: 1.158, usercpu_time_millis_training: 368.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5882, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 57.9501, mean_absolute_error: 0.4806, 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: 0.9612, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1796.1187, usercpu_time_millis: 249.896, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 249.434,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5037, f_measure: 0.5032, kappa: 0.0132, kb_relative_information_score: 5.3969, mean_absolute_error: 0.4982, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5068, predictive_accuracy: 0.5066, prior_entropy: 1, recall: 0.5066, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0022, scimark_benchmark: 1869.0314, usercpu_time_millis: 3.196, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 2.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.4792, kb_relative_information_score: -0.0082, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6117, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 94.4757, mean_absolute_error: 0.4671, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9937, scimark_benchmark: 1869.1029, usercpu_time_millis: 524.985, usercpu_time_millis_testing: 1.135, usercpu_time_millis_training: 523.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5884, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 60.5085, mean_absolute_error: 0.4795, 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: 0.9591, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9943, scimark_benchmark: 1874.263, usercpu_time_millis: 309.457, usercpu_time_millis_testing: 0.837, usercpu_time_millis_training: 308.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, f_measure: 0.5807, kappa: 0.1617, kb_relative_information_score: 86.6206, mean_absolute_error: 0.4703, 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: 0.9406, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9893, scimark_benchmark: 1855.1969, usercpu_time_millis: 227.019, usercpu_time_millis_testing: 1.566, usercpu_time_millis_training: 225.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6148, f_measure: 0.5857, kappa: 0.1716, kb_relative_information_score: 104.3592, mean_absolute_error: 0.463, 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: 0.926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1873.9387, usercpu_time_millis: 181.546, usercpu_time_millis_testing: 1.004, usercpu_time_millis_training: 180.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6085, f_measure: 0.5816, kappa: 0.1634, kb_relative_information_score: 94.1427, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5818, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1877.2162, usercpu_time_millis: 156.203, usercpu_time_millis_testing: 0.472, usercpu_time_millis_training: 155.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5862, f_measure: 0.5626, kappa: 0.1254, kb_relative_information_score: 57.7506, mean_absolute_error: 0.4807, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5628, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9613, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1876.2965, usercpu_time_millis: 137.131, usercpu_time_millis_testing: 0.323, usercpu_time_millis_training: 136.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5853, f_measure: 0.5519, kappa: 0.104, kb_relative_information_score: 56.0008, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.552, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1868.5063, usercpu_time_millis: 137.903, usercpu_time_millis_testing: 1.02, usercpu_time_millis_training: 136.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, f_measure: 0.5685, kappa: 0.137, kb_relative_information_score: 70.6925, mean_absolute_error: 0.4758, 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: 0.9516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1856.0093, usercpu_time_millis: 116.966, usercpu_time_millis_testing: 0.917, usercpu_time_millis_training: 116.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5891, f_measure: 0.5619, kappa: 0.1238, kb_relative_information_score: 56.668, mean_absolute_error: 0.4811, 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: 0.9622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9927, scimark_benchmark: 1873.5991, usercpu_time_millis: 76.948, usercpu_time_millis_testing: 0.956, usercpu_time_millis_training: 75.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, f_measure: 0.5791, kappa: 0.1584, kb_relative_information_score: 108.6755, mean_absolute_error: 0.4615, 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: 0.9229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1860.5921, usercpu_time_millis: 95.666, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 94.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5703, f_measure: 0.5279, kappa: 0.0561, kb_relative_information_score: 44.1945, mean_absolute_error: 0.485, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5281, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.97, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1874.0573, usercpu_time_millis: 93.921, usercpu_time_millis_testing: 0.579, usercpu_time_millis_training: 93.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.579, kappa: 0.1584, kb_relative_information_score: 70.537, mean_absolute_error: 0.4762, 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: 0.9524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9905, scimark_benchmark: 1858.1494, usercpu_time_millis: 75.508, usercpu_time_millis_testing: 0.942, usercpu_time_millis_training: 74.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5638, f_measure: 0.5367, kappa: 0.0759, kb_relative_information_score: 30.9829, mean_absolute_error: 0.4899, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5384, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9798, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9935, scimark_benchmark: 1987.5152, usercpu_time_millis: 83.728, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 83.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5526, kappa: 0.1056, kb_relative_information_score: 50.4422, mean_absolute_error: 0.4831, 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: 0.9662, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1885.4163, usercpu_time_millis: 61.772, usercpu_time_millis_testing: 1, usercpu_time_millis_training: 60.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5949, f_measure: 0.5643, kappa: 0.1287, kb_relative_information_score: 71.947, mean_absolute_error: 0.4753, 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: 0.9506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1872.8797, usercpu_time_millis: 72.299, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 72.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.5626, kappa: 0.1254, kb_relative_information_score: 62.9097, mean_absolute_error: 0.4786, 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: 0.9573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1872.0299, usercpu_time_millis: 51.931, usercpu_time_millis_testing: 0.562, usercpu_time_millis_training: 51.369,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.552, kappa: 0.104, kb_relative_information_score: 51.8773, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.552, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9967, scimark_benchmark: 1854.789, usercpu_time_millis: 42.454, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 41.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6249, f_measure: 0.6062, kappa: 0.2129, kb_relative_information_score: 116.5981, mean_absolute_error: 0.4587, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6066, predictive_accuracy: 0.6064, prior_entropy: 1, recall: 0.6064, relative_absolute_error: 0.9174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1731.0323, usercpu_time_millis: 52.257, usercpu_time_millis_testing: 0.598, usercpu_time_millis_training: 51.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5678, f_measure: 0.5395, kappa: 0.0792, kb_relative_information_score: 41.8254, mean_absolute_error: 0.4859, 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: 0.9717, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1855.873, usercpu_time_millis: 44.538, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 43.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6101, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 83.4369, mean_absolute_error: 0.4714, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5785, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892, scimark_benchmark: 1870.4545, usercpu_time_millis: 52.964, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 52.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5769, f_measure: 0.5468, kappa: 0.0941, kb_relative_information_score: 47.0444, mean_absolute_error: 0.4843, 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: 0.9685, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9947, scimark_benchmark: 1858.0279, usercpu_time_millis: 39.765, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 39.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.5503, kappa: 0.1007, kb_relative_information_score: 53.457, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5504, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1855.3171, usercpu_time_millis: 38.961, usercpu_time_millis_testing: 1.264, usercpu_time_millis_training: 37.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5437, f_measure: 0.5239, kappa: 0.0528, kb_relative_information_score: 22.7425, mean_absolute_error: 0.4925, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.527, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9969, scimark_benchmark: 1861.7123, usercpu_time_millis: 38.531, usercpu_time_millis_testing: 0.534, usercpu_time_millis_training: 37.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 75.9636, mean_absolute_error: 0.4739, 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: 0.9479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9971, scimark_benchmark: 1872.9496, usercpu_time_millis: 38.583, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 38.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5971, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 70.4583, mean_absolute_error: 0.476, 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: 0.952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9937, scimark_benchmark: 1871.9601, usercpu_time_millis: 30.65, usercpu_time_millis_testing: 0.81, usercpu_time_millis_training: 29.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5449, f_measure: 0.5253, kappa: 0.0545, kb_relative_information_score: 22.6956, mean_absolute_error: 0.4926, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5277, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9852, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1869.6309, usercpu_time_millis: 33.944, usercpu_time_millis_testing: 0.638, usercpu_time_millis_training: 33.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5281, f_measure: 0.5158, kappa: 0.0363, kb_relative_information_score: 11.6384, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5185, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1879.9878, usercpu_time_millis: 29.637, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 29.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.6005, kappa: 0.2013, kb_relative_information_score: 96.754, mean_absolute_error: 0.4668, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6008, predictive_accuracy: 0.6007, prior_entropy: 1, recall: 0.6007, relative_absolute_error: 0.9336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9909, scimark_benchmark: 1871.5019, usercpu_time_millis: 15.972, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 15.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5273, f_measure: 0.5064, kappa: 0.0149, kb_relative_information_score: 18.7841, mean_absolute_error: 0.4936, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5075, predictive_accuracy: 0.5074, prior_entropy: 1, recall: 0.5074, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5048, root_relative_squared_error: 1.0097, scimark_benchmark: 1873.5991, usercpu_time_millis: 4.061, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 3.768,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs