Task
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 145857 Supervised Classification phoneme 102354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8917, kappa: 0.7384, kb_relative_information_score: 3155.9717, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8916, predictive_accuracy: 0.8919, prior_entropy: 0.8733, recall: 0.8919, relative_absolute_error: 0.43, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.6177, scimark_benchmark: 1851.4416, usercpu_time_millis: 79.481, usercpu_time_millis_testing: 3.204, usercpu_time_millis_training: 76.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.9039, kappa: 0.7677, kb_relative_information_score: 3429.4435, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9037, predictive_accuracy: 0.9041, prior_entropy: 0.8733, recall: 0.9041, relative_absolute_error: 0.3773, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.267, root_relative_squared_error: 0.5864, scimark_benchmark: 1848.916, usercpu_time_millis: 70.134, usercpu_time_millis_testing: 2.821, usercpu_time_millis_training: 67.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8909, kappa: 0.7365, kb_relative_information_score: 3205.9984, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8908, predictive_accuracy: 0.891, prior_entropy: 0.8733, recall: 0.891, relative_absolute_error: 0.4173, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.618, scimark_benchmark: 1858.6076, usercpu_time_millis: 53.875, usercpu_time_millis_testing: 1.715, usercpu_time_millis_training: 52.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.8999, kappa: 0.7579, kb_relative_information_score: 3219.1904, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8997, predictive_accuracy: 0.9003, prior_entropy: 0.8733, recall: 0.9003, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.6025, scimark_benchmark: 1762.1646, usercpu_time_millis: 72.132, usercpu_time_millis_testing: 3.987, usercpu_time_millis_training: 68.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.8965, kappa: 0.7499, kb_relative_information_score: 3257.3521, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8963, predictive_accuracy: 0.8967, prior_entropy: 0.8733, recall: 0.8967, relative_absolute_error: 0.4115, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.6044, scimark_benchmark: 1849.9051, usercpu_time_millis: 81.942, usercpu_time_millis_testing: 3.011, usercpu_time_millis_training: 78.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8793, kappa: 0.7073, kb_relative_information_score: 2846.5836, mean_absolute_error: 0.2019, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8788, predictive_accuracy: 0.8799, prior_entropy: 0.8733, recall: 0.8799, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.656, scimark_benchmark: 1819.8642, usercpu_time_millis: 29.338, usercpu_time_millis_testing: 1.835, usercpu_time_millis_training: 27.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8799, kappa: 0.7085, kb_relative_information_score: 2668.3472, mean_absolute_error: 0.2168, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8794, predictive_accuracy: 0.8806, prior_entropy: 0.8733, recall: 0.8806, relative_absolute_error: 0.5226, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.6684, scimark_benchmark: 1820.96, usercpu_time_millis: 32.241, usercpu_time_millis_testing: 3.243, usercpu_time_millis_training: 28.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.882, kappa: 0.7137, kb_relative_information_score: 2823.8325, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8815, predictive_accuracy: 0.8827, prior_entropy: 0.8733, recall: 0.8827, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.6549, scimark_benchmark: 1763.6566, usercpu_time_millis: 49.878, usercpu_time_millis_testing: 4.026, usercpu_time_millis_training: 45.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.8735, kappa: 0.6934, kb_relative_information_score: 2785.1613, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.873, predictive_accuracy: 0.8742, prior_entropy: 0.8733, recall: 0.8742, relative_absolute_error: 0.4968, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6671, scimark_benchmark: 1853.9121, usercpu_time_millis: 47.443, usercpu_time_millis_testing: 2.734, usercpu_time_millis_training: 44.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.8925, kappa: 0.74, kb_relative_information_score: 3070.4911, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8922, predictive_accuracy: 0.8929, prior_entropy: 0.8733, recall: 0.8929, relative_absolute_error: 0.4477, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2832, root_relative_squared_error: 0.6219, scimark_benchmark: 1852.0126, usercpu_time_millis: 56.155, usercpu_time_millis_testing: 3.555, usercpu_time_millis_training: 52.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.9038, kappa: 0.7672, kb_relative_information_score: 3175.2856, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9036, predictive_accuracy: 0.9041, prior_entropy: 0.8733, recall: 0.9041, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.602, scimark_benchmark: 1746.6834, usercpu_time_millis: 50.962, usercpu_time_millis_testing: 3.962, usercpu_time_millis_training: 47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8819, kappa: 0.7149, kb_relative_information_score: 3028.7774, mean_absolute_error: 0.1871, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8818, predictive_accuracy: 0.8821, prior_entropy: 0.8733, recall: 0.8821, relative_absolute_error: 0.451, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.6386, scimark_benchmark: 1833.7089, usercpu_time_millis: 35.364, usercpu_time_millis_testing: 1.284, usercpu_time_millis_training: 34.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8821, kappa: 0.7151, kb_relative_information_score: 2955.2835, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8819, predictive_accuracy: 0.8823, prior_entropy: 0.8733, recall: 0.8823, relative_absolute_error: 0.4661, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.294, root_relative_squared_error: 0.6456, scimark_benchmark: 1829.1442, usercpu_time_millis: 35.41, usercpu_time_millis_testing: 1.772, usercpu_time_millis_training: 33.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.895, kappa: 0.746, kb_relative_information_score: 3383.084, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8948, predictive_accuracy: 0.8954, prior_entropy: 0.8733, recall: 0.8954, relative_absolute_error: 0.3791, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.6108, scimark_benchmark: 1848.4621, usercpu_time_millis: 134.971, usercpu_time_millis_testing: 3.954, usercpu_time_millis_training: 131.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8903, kappa: 0.7352, kb_relative_information_score: 3123.3501, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8902, predictive_accuracy: 0.8905, prior_entropy: 0.8733, recall: 0.8905, relative_absolute_error: 0.4352, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.284, root_relative_squared_error: 0.6236, scimark_benchmark: 1773.3115, usercpu_time_millis: 75.611, usercpu_time_millis_testing: 3.309, usercpu_time_millis_training: 72.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8929, kappa: 0.7411, kb_relative_information_score: 3128.4428, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8927, predictive_accuracy: 0.8932, prior_entropy: 0.8733, recall: 0.8932, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.6201, scimark_benchmark: 1789.4209, usercpu_time_millis: 65.942, usercpu_time_millis_testing: 3.357, usercpu_time_millis_training: 62.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.8853, kappa: 0.7227, kb_relative_information_score: 3024.3052, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8851, predictive_accuracy: 0.8856, prior_entropy: 0.8733, recall: 0.8856, relative_absolute_error: 0.4528, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.637, scimark_benchmark: 1856.4659, usercpu_time_millis: 84.07, usercpu_time_millis_testing: 3.412, usercpu_time_millis_training: 80.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8929, kappa: 0.7411, kb_relative_information_score: 3149.9873, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8927, predictive_accuracy: 0.8932, prior_entropy: 0.8733, recall: 0.8932, relative_absolute_error: 0.4314, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.6175, scimark_benchmark: 1832.5979, usercpu_time_millis: 80.598, usercpu_time_millis_testing: 4.007, usercpu_time_millis_training: 76.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.8945, kappa: 0.745, kb_relative_information_score: 3225.7064, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8943, predictive_accuracy: 0.8947, prior_entropy: 0.8733, recall: 0.8947, relative_absolute_error: 0.4175, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.277, root_relative_squared_error: 0.6082, scimark_benchmark: 1848.8462, usercpu_time_millis: 86.118, usercpu_time_millis_testing: 3.224, usercpu_time_millis_training: 82.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.8947, kappa: 0.7455, kb_relative_information_score: 3264.5357, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8945, predictive_accuracy: 0.8949, prior_entropy: 0.8733, recall: 0.8949, relative_absolute_error: 0.4087, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2761, root_relative_squared_error: 0.6064, scimark_benchmark: 1854.0452, usercpu_time_millis: 103.702, usercpu_time_millis_testing: 4.013, usercpu_time_millis_training: 99.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1829.6888, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1739.1321, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7365, kappa: 0.3458, kb_relative_information_score: 1243.67, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7336, predictive_accuracy: 0.7476, prior_entropy: 0.8733, recall: 0.7476, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1848.2615, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7373, kappa: 0.3483, kb_relative_information_score: 1256.0521, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7343, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7588, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1731.163, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.585, kb_relative_information_score: 312.4525, mean_absolute_error: 0.3927, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.9518, scimark_benchmark: 1842.0287, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1857.5664, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1734.3333, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1857.6942, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1850.9434, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1710.8453, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, f_measure: 0.585, kb_relative_information_score: 83.4834, mean_absolute_error: 0.4093, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9869, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4497, root_relative_squared_error: 0.9875, scimark_benchmark: 1858.6775, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.7086, kappa: 0.2679, kb_relative_information_score: 1029.7703, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7086, predictive_accuracy: 0.7313, prior_entropy: 0.8733, recall: 0.7313, relative_absolute_error: 0.8088, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.8772, scimark_benchmark: 1849.513, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1741.889, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.07,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, f_measure: 0.585, kb_relative_information_score: 23.3407, mean_absolute_error: 0.4132, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4537, root_relative_squared_error: 0.9965, scimark_benchmark: 1735.1968, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7991, f_measure: 0.585, kb_relative_information_score: 412.0282, mean_absolute_error: 0.3852, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9288, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4274, root_relative_squared_error: 0.9386, scimark_benchmark: 1810.0495, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7382, kappa: 0.351, kb_relative_information_score: 1272.9909, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7351, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1813.5936, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7225, kappa: 0.3061, kb_relative_information_score: 1119.9317, mean_absolute_error: 0.3274, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.721, predictive_accuracy: 0.7396, prior_entropy: 0.8733, recall: 0.7396, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.8736, scimark_benchmark: 1734.3333, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7877, f_measure: 0.585, kb_relative_information_score: 122.6987, mean_absolute_error: 0.4065, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4467, root_relative_squared_error: 0.9811, scimark_benchmark: 1839.5504, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1859.1356, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7061, f_measure: 0.585, kb_relative_information_score: 24.0228, mean_absolute_error: 0.4132, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4537, root_relative_squared_error: 0.9964, scimark_benchmark: 1859.1356, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7792, f_measure: 0.585, kb_relative_information_score: 3.2006, mean_absolute_error: 0.4145, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4552, root_relative_squared_error: 0.9996, scimark_benchmark: 1779.2929, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1734.6706, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1835.0511, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1850.4154, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1856.6531, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7381, kappa: 0.3508, kb_relative_information_score: 1270.4511, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.735, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8726, scimark_benchmark: 1858.1494, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, f_measure: 0.585, kb_relative_information_score: 77.3289, mean_absolute_error: 0.4094, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4496, root_relative_squared_error: 0.9874, scimark_benchmark: 1847.7335, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1732.8818, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1850.4154, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1713.834, usercpu_time_millis: 0.133, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, f_measure: 0.5886, kappa: 0.0069, kb_relative_information_score: 500.9613, mean_absolute_error: 0.3782, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.72, predictive_accuracy: 0.7076, prior_entropy: 0.8733, recall: 0.7076, relative_absolute_error: 0.912, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4221, root_relative_squared_error: 0.9269, scimark_benchmark: 1850.8706, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1854.9533, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7062, kappa: 0.2618, kb_relative_information_score: 1054.6958, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7058, predictive_accuracy: 0.7291, prior_entropy: 0.8733, recall: 0.7291, relative_absolute_error: 0.8039, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3987, root_relative_squared_error: 0.8757, scimark_benchmark: 1737.3832, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7374, kappa: 0.349, kb_relative_information_score: 1264.2623, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7344, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7569, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1737.3832, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1740.0009, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.732, kappa: 0.3334, kb_relative_information_score: 1218.6129, mean_absolute_error: 0.3182, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7293, predictive_accuracy: 0.7446, prior_entropy: 0.8733, recall: 0.7446, relative_absolute_error: 0.7673, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1739.5363, usercpu_time_millis: 0.139, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, f_measure: 0.585, kb_relative_information_score: 55.2537, mean_absolute_error: 0.4109, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9909, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4513, root_relative_squared_error: 0.9911, scimark_benchmark: 1736.2851, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7368, kappa: 0.3469, kb_relative_information_score: 1251.1236, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7339, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7599, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1735.8794, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1740.1131, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1738.3914, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1732.0319, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1855.4813, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1751.3192, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1738.7314, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7862, f_measure: 0.585, kb_relative_information_score: 310.0094, mean_absolute_error: 0.3935, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9487, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4346, root_relative_squared_error: 0.9543, scimark_benchmark: 1737.9267, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.079,

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