Task
Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1823.2506, usercpu_time_millis: 1.771, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 1.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.5007, kappa: 0.0066, kb_relative_information_score: 28.114, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5034, predictive_accuracy: 0.5033, prior_entropy: 1, recall: 0.5033, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1799.5819, usercpu_time_millis: 5.171, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 5.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5075, f_measure: 0.5069, kappa: 0.0149, kb_relative_information_score: 2.6291, mean_absolute_error: 0.4992, 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: 0.9985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0017, scimark_benchmark: 1963.0525, usercpu_time_millis: 0.785, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6425, f_measure: 0.5778, kappa: 0.1881, kb_relative_information_score: 51.8874, mean_absolute_error: 0.4816, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6112, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9858, scimark_benchmark: 1810.2075, usercpu_time_millis: 2.661, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 2.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.5104, kappa: 0.0297, kb_relative_information_score: 1.3683, mean_absolute_error: 0.4996, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5154, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9995, scimark_benchmark: 1766.6505, usercpu_time_millis: 1.27, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 1.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7093, f_measure: 0.6203, kappa: 0.2624, kb_relative_information_score: 85.5243, mean_absolute_error: 0.4695, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6481, predictive_accuracy: 0.6312, prior_entropy: 1, recall: 0.6312, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4832, root_relative_squared_error: 0.9664, scimark_benchmark: 1807.8703, usercpu_time_millis: 3.565, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 3.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.5029, kappa: 0.0726, kb_relative_information_score: 3.726, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5496, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1863.7397, usercpu_time_millis: 4.83, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 4.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.5027, kappa: 0.071, kb_relative_information_score: 3.6076, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5482, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1857.6243, usercpu_time_millis: 6.266, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 6.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, f_measure: 0.5718, kappa: 0.1436, kb_relative_information_score: 80.9217, mean_absolute_error: 0.472, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5718, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4925, root_relative_squared_error: 0.985, scimark_benchmark: 1817.905, usercpu_time_millis: 10.947, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 10.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.511, f_measure: 0.5247, kappa: 0.0495, kb_relative_information_score: 5.2796, mean_absolute_error: 0.4984, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9997, scimark_benchmark: 1852.4725, usercpu_time_millis: 15.964, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 15.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7378, f_measure: 0.5909, kappa: 0.2673, kb_relative_information_score: 45.052, mean_absolute_error: 0.4855, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7298, predictive_accuracy: 0.6337, prior_entropy: 1, recall: 0.6337, relative_absolute_error: 0.971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4878, root_relative_squared_error: 0.9756, scimark_benchmark: 1861.8338, usercpu_time_millis: 11.646, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 11.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1806.3766, usercpu_time_millis: 14.375, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 14.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, f_measure: 0.5625, kappa: 0.2228, kb_relative_information_score: 24.3226, mean_absolute_error: 0.4925, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7013, predictive_accuracy: 0.6114, prior_entropy: 1, recall: 0.6114, relative_absolute_error: 0.985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4934, root_relative_squared_error: 0.9867, scimark_benchmark: 1839.5353, usercpu_time_millis: 4.769, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 4.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.6328, kappa: 0.3333, kb_relative_information_score: 79.4788, mean_absolute_error: 0.4731, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.764, predictive_accuracy: 0.6667, prior_entropy: 1, recall: 0.6667, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.479, root_relative_squared_error: 0.958, scimark_benchmark: 1792.2757, usercpu_time_millis: 15.021, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.7077, kappa: 0.4505, kb_relative_information_score: 229.2101, mean_absolute_error: 0.4135, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7965, predictive_accuracy: 0.7252, prior_entropy: 1, recall: 0.7252, relative_absolute_error: 0.8271, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4455, root_relative_squared_error: 0.8911, scimark_benchmark: 1803.778, usercpu_time_millis: 12.838, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 12.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, f_measure: 0.7046, kappa: 0.4356, kb_relative_information_score: 222.2917, mean_absolute_error: 0.4156, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7651, predictive_accuracy: 0.7178, prior_entropy: 1, recall: 0.7178, relative_absolute_error: 0.8312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4507, root_relative_squared_error: 0.9014, scimark_benchmark: 1827.0974, usercpu_time_millis: 12.478, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 12.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, f_measure: 0.6702, kappa: 0.3944, kb_relative_information_score: 142.2678, mean_absolute_error: 0.449, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7934, predictive_accuracy: 0.6972, prior_entropy: 1, recall: 0.6972, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9272, scimark_benchmark: 1872.9496, usercpu_time_millis: 19.92, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 19.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7758, f_measure: 0.6617, kappa: 0.3498, kb_relative_information_score: 82.8002, mean_absolute_error: 0.4718, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7075, predictive_accuracy: 0.6749, prior_entropy: 1, recall: 0.6749, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4798, root_relative_squared_error: 0.9597, scimark_benchmark: 1869.7524, usercpu_time_millis: 3.427, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 3.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8292, f_measure: 0.6969, kappa: 0.429, kb_relative_information_score: 180.6405, mean_absolute_error: 0.433, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7794, predictive_accuracy: 0.7145, prior_entropy: 1, recall: 0.7145, relative_absolute_error: 0.8659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4574, root_relative_squared_error: 0.9149, scimark_benchmark: 1764.785, usercpu_time_millis: 8.752, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 8.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.7127, kappa: 0.462, kb_relative_information_score: 230.7406, mean_absolute_error: 0.4133, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8101, predictive_accuracy: 0.731, prior_entropy: 1, recall: 0.731, relative_absolute_error: 0.8266, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4434, root_relative_squared_error: 0.8868, scimark_benchmark: 1868.6447, usercpu_time_millis: 20.899, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 20.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.5941, kappa: 0.2739, kb_relative_information_score: 39.9639, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7373, predictive_accuracy: 0.637, prior_entropy: 1, recall: 0.637, relative_absolute_error: 0.9745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4892, root_relative_squared_error: 0.9783, scimark_benchmark: 1843.9031, usercpu_time_millis: 7.368, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 7.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.5363, kappa: 0.0726, kb_relative_information_score: 7.9571, mean_absolute_error: 0.4977, 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: 0.9953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1872.0458, usercpu_time_millis: 5.527, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 5.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8086, f_measure: 0.6504, kappa: 0.3614, kb_relative_information_score: 110.8168, mean_absolute_error: 0.4612, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7767, predictive_accuracy: 0.6807, prior_entropy: 1, recall: 0.6807, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4712, root_relative_squared_error: 0.9424, scimark_benchmark: 1818.8059, usercpu_time_millis: 20.854, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 20.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5088, f_measure: 0.5316, kappa: 0.0644, kb_relative_information_score: 5.5946, mean_absolute_error: 0.4984, 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: 0.9968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0009, scimark_benchmark: 1857.4462, usercpu_time_millis: 21.895, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 21.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5237, f_measure: 0.5412, kappa: 0.0825, kb_relative_information_score: 14.989, mean_absolute_error: 0.4953, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5413, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1874.4489, usercpu_time_millis: 7.643, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 7.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.7144, kappa: 0.462, kb_relative_information_score: 239.8661, mean_absolute_error: 0.4092, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8009, predictive_accuracy: 0.731, prior_entropy: 1, recall: 0.731, relative_absolute_error: 0.8185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.8864, scimark_benchmark: 1749.4345, usercpu_time_millis: 14.437, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 14.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.5922, kappa: 0.2706, kb_relative_information_score: 46.2109, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7344, predictive_accuracy: 0.6353, prior_entropy: 1, recall: 0.6353, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.975, scimark_benchmark: 1851.4874, usercpu_time_millis: 12.994, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 12.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4834, f_measure: 0.4867, kappa: -0.0116, kb_relative_information_score: -0.2967, mean_absolute_error: 0.5001, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4939, predictive_accuracy: 0.4942, prior_entropy: 1, recall: 0.4942, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1803.9658, usercpu_time_millis: 4.881, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 4.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, f_measure: 0.5782, kappa: 0.1568, kb_relative_information_score: 86.7773, mean_absolute_error: 0.4696, 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: 0.9392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894, scimark_benchmark: 1857.5664, usercpu_time_millis: 14.079, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 14.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.788, f_measure: 0.6799, kappa: 0.3878, kb_relative_information_score: 221.8481, mean_absolute_error: 0.4149, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7348, predictive_accuracy: 0.6939, prior_entropy: 1, recall: 0.6939, relative_absolute_error: 0.8298, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.459, root_relative_squared_error: 0.918, scimark_benchmark: 1763.3832, usercpu_time_millis: 16.874, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 16.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.6164, kappa: 0.3086, kb_relative_information_score: 67.0576, mean_absolute_error: 0.4776, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7551, predictive_accuracy: 0.6543, prior_entropy: 1, recall: 0.6543, relative_absolute_error: 0.9553, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4821, root_relative_squared_error: 0.9643, scimark_benchmark: 1840.05, usercpu_time_millis: 15.57, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 15.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6855, f_measure: 0.5932, kappa: 0.2112, kb_relative_information_score: 65.4276, mean_absolute_error: 0.4771, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6203, predictive_accuracy: 0.6056, prior_entropy: 1, recall: 0.6056, relative_absolute_error: 0.9542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.488, root_relative_squared_error: 0.9759, scimark_benchmark: 1868.5063, usercpu_time_millis: 2.842, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 2.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1876.19, usercpu_time_millis: 11.774, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 11.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, f_measure: 0.6417, kappa: 0.3465, kb_relative_information_score: 92.6438, mean_absolute_error: 0.4682, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7678, predictive_accuracy: 0.6733, prior_entropy: 1, recall: 0.6733, relative_absolute_error: 0.9363, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4757, root_relative_squared_error: 0.9514, scimark_benchmark: 1847.1852, usercpu_time_millis: 19.774, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 19.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5051, f_measure: 0.5119, kappa: 0.0248, kb_relative_information_score: 2.8378, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5124, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1745.0773, usercpu_time_millis: 17.342, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 17.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5252, f_measure: 0.5393, kappa: 0.0792, kb_relative_information_score: 9.8394, mean_absolute_error: 0.4971, 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: 0.9942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1800.3852, usercpu_time_millis: 26.18, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 26.096,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.7157, kappa: 0.467, kb_relative_information_score: 241.8342, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8113, predictive_accuracy: 0.7335, prior_entropy: 1, recall: 0.7335, relative_absolute_error: 0.8175, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4411, root_relative_squared_error: 0.8821, scimark_benchmark: 1866.2865, usercpu_time_millis: 20.43, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 20.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.6682, kappa: 0.3614, kb_relative_information_score: 166.6892, mean_absolute_error: 0.438, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7127, predictive_accuracy: 0.6807, prior_entropy: 1, recall: 0.6807, relative_absolute_error: 0.8761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4633, root_relative_squared_error: 0.9265, scimark_benchmark: 1742.7467, usercpu_time_millis: 8.163, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 8.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5403, f_measure: 0.4982, kappa: 0.0677, kb_relative_information_score: 4.1216, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5473, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1836.979, usercpu_time_millis: 6.311, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 6.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.5455, kappa: 0.1881, kb_relative_information_score: 16.3527, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6642, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.99, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9911, scimark_benchmark: 1751.3544, usercpu_time_millis: 26.65, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 26.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1833.5944, usercpu_time_millis: 12.942, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 12.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5163, f_measure: 0.5086, kappa: 0.0314, kb_relative_information_score: 9.8985, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5166, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1822.1215, usercpu_time_millis: 13.17, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 13.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1748.66, usercpu_time_millis: 8.865, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 8.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 98.103, mean_absolute_error: 0.465, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5702, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.93, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9905, scimark_benchmark: 1877.2162, usercpu_time_millis: 5.407, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 5.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1875.3844, usercpu_time_millis: 0.996, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6592, f_measure: 0.5529, kappa: 0.2013, kb_relative_information_score: 19.444, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6757, predictive_accuracy: 0.6007, prior_entropy: 1, recall: 0.6007, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894, scimark_benchmark: 1842.0786, usercpu_time_millis: 9.366, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 9.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5686, f_measure: 0.5508, kappa: 0.1023, kb_relative_information_score: 36.45, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5513, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1820.5695, usercpu_time_millis: 4.711, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 4.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7917, f_measure: 0.6383, kappa: 0.3432, kb_relative_information_score: 85.4692, mean_absolute_error: 0.4709, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7719, predictive_accuracy: 0.6716, prior_entropy: 1, recall: 0.6716, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4778, root_relative_squared_error: 0.9556, scimark_benchmark: 1757.2211, usercpu_time_millis: 7.33, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 7.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.4932, kappa: -0.0033, kb_relative_information_score: -0.0621, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4983, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1807.897, usercpu_time_millis: 9.477, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 9.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5942, f_measure: 0.5262, kappa: 0.1485, kb_relative_information_score: 10.5123, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.625, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1871.5019, usercpu_time_millis: 11.471, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 11.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1872.4216, usercpu_time_millis: 1.258, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 1.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5361, f_measure: 0.4981, kappa: 0.0594, kb_relative_information_score: 3.3175, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5397, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1823.9682, usercpu_time_millis: 5.223, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 5.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5751, f_measure: 0.5171, kappa: 0.1238, kb_relative_information_score: 8.2023, mean_absolute_error: 0.4975, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5983, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9951, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9957, scimark_benchmark: 1862.5409, usercpu_time_millis: 2.356, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 2.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.6698, kappa: 0.3927, kb_relative_information_score: 134.956, mean_absolute_error: 0.4518, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7897, predictive_accuracy: 0.6964, prior_entropy: 1, recall: 0.6964, relative_absolute_error: 0.9037, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4658, root_relative_squared_error: 0.9317, scimark_benchmark: 1863.4543, usercpu_time_millis: 9.378, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 9.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5341, f_measure: 0.5371, kappa: 0.0743, kb_relative_information_score: 3.2379, mean_absolute_error: 0.4991, 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: 0.9981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1845.0869, usercpu_time_millis: 14.708, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 14.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.6964, kappa: 0.4356, kb_relative_information_score: 184.1061, mean_absolute_error: 0.4323, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8035, predictive_accuracy: 0.7178, prior_entropy: 1, recall: 0.7178, relative_absolute_error: 0.8646, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9077, scimark_benchmark: 1738.5695, usercpu_time_millis: 23.73, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 23.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.6743, kappa: 0.3993, kb_relative_information_score: 146.2179, mean_absolute_error: 0.4474, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7898, predictive_accuracy: 0.6997, prior_entropy: 1, recall: 0.6997, relative_absolute_error: 0.8948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4628, root_relative_squared_error: 0.9256, scimark_benchmark: 1840.0576, usercpu_time_millis: 14.405, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 14.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.7089, kappa: 0.4554, kb_relative_information_score: 217.0931, mean_absolute_error: 0.4188, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.807, predictive_accuracy: 0.7277, prior_entropy: 1, recall: 0.7277, relative_absolute_error: 0.8375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4471, root_relative_squared_error: 0.8941, scimark_benchmark: 1872.9496, usercpu_time_millis: 14.057, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 14.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5561, f_measure: 0.5444, kappa: 0.0908, kb_relative_information_score: 27.8031, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5458, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1822.5419, usercpu_time_millis: 8.431, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 8.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6746, f_measure: 0.6229, kappa: 0.2459, kb_relative_information_score: 252.4237, mean_absolute_error: 0.3999, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.623, predictive_accuracy: 0.6229, prior_entropy: 1, recall: 0.6229, relative_absolute_error: 0.7998, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5143, root_relative_squared_error: 1.0286, scimark_benchmark: 1877.8658, usercpu_time_millis: 14.016, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 13.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5709, f_measure: 0.5399, kappa: 0.0809, kb_relative_information_score: 38.6212, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5406, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1815.1774, usercpu_time_millis: 10.344, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 10.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6272, f_measure: 0.5387, kappa: 0.1749, kb_relative_information_score: 14.6744, mean_absolute_error: 0.4955, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6515, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1872.4881, usercpu_time_millis: 11.344, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 11.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7103, f_measure: 0.5759, kappa: 0.2442, kb_relative_information_score: 33.9128, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7164, predictive_accuracy: 0.6221, prior_entropy: 1, recall: 0.6221, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9815, scimark_benchmark: 1844.0283, usercpu_time_millis: 30.393, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 30.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8096, f_measure: 0.6518, kappa: 0.363, kb_relative_information_score: 111.1123, mean_absolute_error: 0.4611, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7755, predictive_accuracy: 0.6815, prior_entropy: 1, recall: 0.6815, relative_absolute_error: 0.9223, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4711, root_relative_squared_error: 0.9422, scimark_benchmark: 1739.4775, usercpu_time_millis: 26.297, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 26.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, f_measure: 0.5272, kappa: 0.0545, kb_relative_information_score: 0.3533, mean_absolute_error: 0.4999, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5272, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9999, scimark_benchmark: 1754.1079, usercpu_time_millis: 17.439, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 17.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6588, f_measure: 0.5517, kappa: 0.1997, kb_relative_information_score: 19.5957, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6749, predictive_accuracy: 0.5998, prior_entropy: 1, recall: 0.5998, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9893, scimark_benchmark: 1751.3544, usercpu_time_millis: 17.556, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 17.537,

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