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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: 0.4964, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0247, 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: 1870.5885, usercpu_time_millis: 1.356, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 1.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5113, f_measure: 0.5162, kappa: 0.033, kb_relative_information_score: 3.2677, mean_absolute_error: 0.499, 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: 0.9981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0011, scimark_benchmark: 1863.9124, usercpu_time_millis: 8.609, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 8.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5255, f_measure: 0.5131, kappa: 0.0314, kb_relative_information_score: 11.1008, mean_absolute_error: 0.4965, 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: 0.9929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9991, scimark_benchmark: 1849.5994, usercpu_time_millis: 4.933, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 4.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.574, f_measure: 0.5428, kappa: 0.0858, kb_relative_information_score: 46.6213, mean_absolute_error: 0.4843, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.543, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9685, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1836.0792, usercpu_time_millis: 18.533, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 18.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6107, f_measure: 0.5816, kappa: 0.1634, kb_relative_information_score: 85.4225, mean_absolute_error: 0.4707, 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: 0.9413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892, scimark_benchmark: 1867.1999, usercpu_time_millis: 65.23, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 64.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, f_measure: 0.594, kappa: 0.1881, kb_relative_information_score: 100.8783, mean_absolute_error: 0.4654, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5941, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9308, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4892, root_relative_squared_error: 0.9784, scimark_benchmark: 1870.2804, usercpu_time_millis: 37.476, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 37.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6038, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 69.8156, mean_absolute_error: 0.4766, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9532, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9895, scimark_benchmark: 1875.5079, usercpu_time_millis: 41.808, usercpu_time_millis_testing: 2.008, usercpu_time_millis_training: 39.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5024, f_measure: 0.5111, kappa: 0.0231, kb_relative_information_score: 2.2336, mean_absolute_error: 0.4993, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5116, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.0021, scimark_benchmark: 1926.7889, usercpu_time_millis: 19.15, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 18.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.5847, kappa: 0.17, kb_relative_information_score: 100.5213, mean_absolute_error: 0.4652, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5852, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9303, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9884, scimark_benchmark: 1873.5991, usercpu_time_millis: 39.906, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 39.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5412, f_measure: 0.5313, kappa: 0.0627, kb_relative_information_score: 12.8373, mean_absolute_error: 0.4961, 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: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5013, root_relative_squared_error: 1.0026, scimark_benchmark: 1868.1832, usercpu_time_millis: 47.933, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 47.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6009, f_measure: 0.5682, kappa: 0.137, kb_relative_information_score: 68.581, mean_absolute_error: 0.4768, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5687, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9897, scimark_benchmark: 1866.6776, usercpu_time_millis: 59.789, usercpu_time_millis_testing: 2.046, usercpu_time_millis_training: 57.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, f_measure: 0.5371, kappa: 0.0743, kb_relative_information_score: 37.4836, mean_absolute_error: 0.4873, 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: 0.9746, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9961, scimark_benchmark: 1867.725, usercpu_time_millis: 29.412, usercpu_time_millis_testing: 1.111, usercpu_time_millis_training: 28.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, f_measure: 0.5501, kappa: 0.1007, kb_relative_information_score: 50.6112, mean_absolute_error: 0.4832, 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: 0.9663, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9905, scimark_benchmark: 1859.9421, usercpu_time_millis: 64.24, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 63.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6124, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 86.6199, mean_absolute_error: 0.4703, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9406, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1872.8797, usercpu_time_millis: 58.444, usercpu_time_millis_testing: 1.728, usercpu_time_millis_training: 56.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6139, f_measure: 0.5856, kappa: 0.1716, kb_relative_information_score: 84.5437, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.586, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4937, root_relative_squared_error: 0.9875, scimark_benchmark: 1869.0872, usercpu_time_millis: 77.297, usercpu_time_millis_testing: 2.008, usercpu_time_millis_training: 75.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6001, f_measure: 0.58, kappa: 0.1601, kb_relative_information_score: 83.4751, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.58, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9981, scimark_benchmark: 1868.2531, usercpu_time_millis: 61.795, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 61.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5565, f_measure: 0.5325, kappa: 0.066, kb_relative_information_score: 33.147, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5331, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9974, scimark_benchmark: 1809.2092, usercpu_time_millis: 15.838, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 15.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5795, f_measure: 0.5581, kappa: 0.1172, kb_relative_information_score: 37.4573, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5588, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9916, scimark_benchmark: 1812.0387, usercpu_time_millis: 16.25, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 15.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5412, f_measure: 0.5242, kappa: 0.0495, kb_relative_information_score: 25.5457, mean_absolute_error: 0.4914, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5249, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9993, scimark_benchmark: 1868.1832, usercpu_time_millis: 19.523, usercpu_time_millis_testing: 0.703, usercpu_time_millis_training: 18.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5845, f_measure: 0.5582, kappa: 0.1172, kb_relative_information_score: 48.6489, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5588, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9885, scimark_benchmark: 1872.8797, usercpu_time_millis: 44.613, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 44.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.5444, kappa: 0.0891, kb_relative_information_score: 48.8367, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5446, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.9671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9931, scimark_benchmark: 1869.1727, usercpu_time_millis: 45.956, usercpu_time_millis_testing: 1.013, usercpu_time_millis_training: 44.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.5266, kappa: 0.0594, kb_relative_information_score: 19.8489, mean_absolute_error: 0.4936, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5305, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9873, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9949, scimark_benchmark: 1861.8971, usercpu_time_millis: 56.441, usercpu_time_millis_testing: 0.686, usercpu_time_millis_training: 55.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.536, f_measure: 0.5168, kappa: 0.038, kb_relative_information_score: 14.1483, mean_absolute_error: 0.4956, 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: 0.9911, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1837.6484, usercpu_time_millis: 34.989, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 34.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5682, f_measure: 0.5299, kappa: 0.0611, kb_relative_information_score: 41.0681, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5307, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1837.1736, usercpu_time_millis: 50.652, usercpu_time_millis_testing: 0.935, usercpu_time_millis_training: 49.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5601, f_measure: 0.5311, kappa: 0.0627, kb_relative_information_score: 36.5393, mean_absolute_error: 0.4876, 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: 0.9752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1859.7394, usercpu_time_millis: 60.186, usercpu_time_millis_testing: 1.157, usercpu_time_millis_training: 59.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6047, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 85.6173, mean_absolute_error: 0.4703, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5767, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1863.8517, usercpu_time_millis: 71.503, usercpu_time_millis_testing: 1.061, usercpu_time_millis_training: 70.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 48.8331, mean_absolute_error: 0.4837, 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: 0.9673, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1836.0792, usercpu_time_millis: 40.439, usercpu_time_millis_testing: 1.55, usercpu_time_millis_training: 38.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6257, f_measure: 0.5891, kappa: 0.1782, kb_relative_information_score: 80.7579, mean_absolute_error: 0.4729, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5891, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9458, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4886, root_relative_squared_error: 0.9771, scimark_benchmark: 1870.9768, usercpu_time_millis: 47.461, usercpu_time_millis_testing: 0.464, usercpu_time_millis_training: 46.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5333, f_measure: 0.5157, kappa: 0.0363, kb_relative_information_score: 13.6452, mean_absolute_error: 0.4957, 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: 0.9914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1843.5876, usercpu_time_millis: 48.405, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 47.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5511, f_measure: 0.5269, kappa: 0.0561, kb_relative_information_score: 29.4409, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5283, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1867.725, usercpu_time_millis: 33.405, usercpu_time_millis_testing: 1.209, usercpu_time_millis_training: 32.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5304, f_measure: 0.5276, kappa: 0.0578, kb_relative_information_score: 10.0728, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5292, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1875.5079, usercpu_time_millis: 40.205, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 39.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6116, f_measure: 0.5757, kappa: 0.1518, kb_relative_information_score: 95.0806, mean_absolute_error: 0.4668, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.576, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1876.3041, usercpu_time_millis: 47.479, usercpu_time_millis_testing: 0.536, usercpu_time_millis_training: 46.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5763, f_measure: 0.5511, kappa: 0.1023, kb_relative_information_score: 107.6154, mean_absolute_error: 0.4572, 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: 0.9144, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5662, root_relative_squared_error: 1.1323, scimark_benchmark: 1852.0263, usercpu_time_millis: 91.797, usercpu_time_millis_testing: 0.446, usercpu_time_millis_training: 91.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5399, f_measure: 0.5262, kappa: 0.0561, kb_relative_information_score: 14.1608, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5285, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9974, scimark_benchmark: 1845.0299, usercpu_time_millis: 32.01, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 31.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5672, f_measure: 0.5503, kappa: 0.1007, kb_relative_information_score: 43.6448, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5503, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5025, root_relative_squared_error: 1.005, scimark_benchmark: 1870.2139, usercpu_time_millis: 4.348, usercpu_time_millis_testing: 0.433, usercpu_time_millis_training: 3.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5441, f_measure: 0.533, kappa: 0.066, kb_relative_information_score: 23.8958, mean_absolute_error: 0.4921, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.533, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5008, root_relative_squared_error: 1.0015, scimark_benchmark: 1925.1179, usercpu_time_millis: 2.819, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 2.744,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.5815, kappa: 0.1634, kb_relative_information_score: 73.9077, mean_absolute_error: 0.4752, 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: 0.9505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4879, root_relative_squared_error: 0.9759, scimark_benchmark: 1870.2139, usercpu_time_millis: 98.965, usercpu_time_millis_testing: 0.926, usercpu_time_millis_training: 98.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6049, f_measure: 0.5716, kappa: 0.1436, kb_relative_information_score: 76.3665, mean_absolute_error: 0.474, 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: 0.9479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9904, scimark_benchmark: 1873.5368, usercpu_time_millis: 85.975, usercpu_time_millis_testing: 1.006, usercpu_time_millis_training: 84.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5997, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 69.9675, mean_absolute_error: 0.4762, 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: 0.9523, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9904, scimark_benchmark: 1908.9311, usercpu_time_millis: 116.424, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 115.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5875, f_measure: 0.5691, kappa: 0.1386, kb_relative_information_score: 54.3408, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5694, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1872.4216, usercpu_time_millis: 106.615, usercpu_time_millis_testing: 1.325, usercpu_time_millis_training: 105.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5734, f_measure: 0.5388, kappa: 0.0792, kb_relative_information_score: 41.4353, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5399, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1848.7762, usercpu_time_millis: 68.104, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 67.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, f_measure: 0.599, kappa: 0.198, kb_relative_information_score: 104.1985, mean_absolute_error: 0.4642, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.599, predictive_accuracy: 0.599, prior_entropy: 1, recall: 0.599, relative_absolute_error: 0.9284, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.489, root_relative_squared_error: 0.9781, scimark_benchmark: 1871.9601, usercpu_time_millis: 77.325, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 76.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.5891, kappa: 0.1782, kb_relative_information_score: 92.7071, mean_absolute_error: 0.4684, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5891, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4884, root_relative_squared_error: 0.9768, scimark_benchmark: 1847.3406, usercpu_time_millis: 42.082, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 41.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5736, f_measure: 0.5421, kappa: 0.0858, kb_relative_information_score: 37.8164, mean_absolute_error: 0.4876, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5432, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1840.5082, usercpu_time_millis: 73.717, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 73.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5882, f_measure: 0.5552, kappa: 0.1106, kb_relative_information_score: 56.6129, mean_absolute_error: 0.4809, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5553, predictive_accuracy: 0.5553, prior_entropy: 1, recall: 0.5553, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9913, scimark_benchmark: 1844.3175, usercpu_time_millis: 93.182, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 92.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6068, f_measure: 0.5792, kappa: 0.1584, kb_relative_information_score: 85.7618, mean_absolute_error: 0.4704, 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: 0.9408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1873.0711, usercpu_time_millis: 75.407, usercpu_time_millis_testing: 2.195, usercpu_time_millis_training: 73.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5968, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 73.8577, mean_absolute_error: 0.4747, 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: 0.9494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1859.4255, usercpu_time_millis: 91.84, usercpu_time_millis_testing: 1.784, usercpu_time_millis_training: 90.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5876, f_measure: 0.5643, kappa: 0.1287, kb_relative_information_score: 54.4575, mean_absolute_error: 0.4817, 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: 0.9634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1867.725, usercpu_time_millis: 80.443, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 79.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6247, f_measure: 0.5989, kappa: 0.198, kb_relative_information_score: 123.8969, mean_absolute_error: 0.4555, 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: 0.9111, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1844.4695, usercpu_time_millis: 74.782, usercpu_time_millis_testing: 1.164, usercpu_time_millis_training: 73.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6322, f_measure: 0.5883, kappa: 0.1766, kb_relative_information_score: 89.4809, mean_absolute_error: 0.4698, 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: 0.9396, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4873, root_relative_squared_error: 0.9745, scimark_benchmark: 1864.3739, usercpu_time_millis: 77.159, usercpu_time_millis_testing: 0.733, usercpu_time_millis_training: 76.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5972, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 67.0502, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5701, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9919, scimark_benchmark: 1825.9467, usercpu_time_millis: 94.147, usercpu_time_millis_testing: 0.659, usercpu_time_millis_training: 93.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6212, f_measure: 0.5887, kappa: 0.1782, kb_relative_information_score: 105.1281, mean_absolute_error: 0.4632, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5895, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9265, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9893, scimark_benchmark: 1872.0299, usercpu_time_millis: 87.869, usercpu_time_millis_testing: 0.578, usercpu_time_millis_training: 87.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5857, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 52.9152, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.562, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9647, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9915, scimark_benchmark: 1846.6923, usercpu_time_millis: 106.385, usercpu_time_millis_testing: 0.977, usercpu_time_millis_training: 105.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0211, 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: 1874.977, usercpu_time_millis: 1.134, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5796, f_measure: 0.5502, kappa: 0.1007, kb_relative_information_score: 44.878, mean_absolute_error: 0.4852, 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: 0.9705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1738.8522, usercpu_time_millis: 9.718, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 9.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5427, f_measure: 0.5212, kappa: 0.0462, kb_relative_information_score: 20.9658, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5235, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9863, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9967, scimark_benchmark: 1868.1832, usercpu_time_millis: 8.528, usercpu_time_millis_testing: 0.322, usercpu_time_millis_training: 8.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, f_measure: 0.5747, kappa: 0.1502, kb_relative_information_score: 88.5869, mean_absolute_error: 0.4693, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5754, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9385, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1870.742, usercpu_time_millis: 11.201, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 11.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5, kb_relative_information_score: -0.0092, 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: 1863.7532, usercpu_time_millis: 0.386, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.563, f_measure: 0.5528, kappa: 0.1056, kb_relative_information_score: 37.0078, mean_absolute_error: 0.4877, 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: 0.9754, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9995, scimark_benchmark: 1864.5074, usercpu_time_millis: 13.112, usercpu_time_millis_testing: 1.377, usercpu_time_millis_training: 11.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.5, kb_relative_information_score: -0.0044, 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: 1874.977, usercpu_time_millis: 0.431, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5283, f_measure: 0.5175, kappa: 0.0413, kb_relative_information_score: 15.574, mean_absolute_error: 0.4949, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5212, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.8078, usercpu_time_millis: 4.822, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 4.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0204, 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: 1871.5019, usercpu_time_millis: 1.079, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, f_measure: 0.5211, kappa: 0.0446, kb_relative_information_score: 4.2818, mean_absolute_error: 0.4987, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5225, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9974, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1856.6867, usercpu_time_millis: 2.443, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 2.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0161, 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: 1870.742, usercpu_time_millis: 1.168, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5539, f_measure: 0.5362, kappa: 0.0726, kb_relative_information_score: 46.8308, mean_absolute_error: 0.4833, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5363, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5154, root_relative_squared_error: 1.0308, scimark_benchmark: 1874.977, usercpu_time_millis: 0.903, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5097, f_measure: 0.5183, kappa: 0.038, kb_relative_information_score: 3.3558, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5191, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1871.5019, usercpu_time_millis: 0.984, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0081, 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: 1867.6581, usercpu_time_millis: 1.523, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 1.277,

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