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: 0.9485, f_measure: 0.8888, kappa: 0.7313, kb_relative_information_score: 3057.4575, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8886, predictive_accuracy: 0.889, prior_entropy: 0.8733, recall: 0.889, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.6314, scimark_benchmark: 1735.0175, usercpu_time_millis: 97.958, usercpu_time_millis_testing: 4.135, usercpu_time_millis_training: 93.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.7989, kappa: 0.5049, kb_relative_information_score: 1624.6661, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7976, predictive_accuracy: 0.8042, prior_entropy: 0.8733, recall: 0.8042, relative_absolute_error: 0.7059, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.797, scimark_benchmark: 1851.8567, usercpu_time_millis: 16.658, usercpu_time_millis_testing: 1.602, usercpu_time_millis_training: 15.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8521, kappa: 0.6392, kb_relative_information_score: 2360.8971, mean_absolute_error: 0.2354, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8513, predictive_accuracy: 0.854, prior_entropy: 0.8733, recall: 0.854, relative_absolute_error: 0.5676, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.7209, scimark_benchmark: 1853.0566, usercpu_time_millis: 47.497, usercpu_time_millis_testing: 2.419, usercpu_time_millis_training: 45.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.8889, kappa: 0.7313, kb_relative_information_score: 3214.2574, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8886, predictive_accuracy: 0.8892, prior_entropy: 0.8733, recall: 0.8892, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2806, root_relative_squared_error: 0.6162, scimark_benchmark: 1826.7589, usercpu_time_millis: 63.772, usercpu_time_millis_testing: 2.051, usercpu_time_millis_training: 61.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.8803, kappa: 0.7106, kb_relative_information_score: 3087.8907, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8801, predictive_accuracy: 0.8806, prior_entropy: 0.8733, recall: 0.8806, relative_absolute_error: 0.4352, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.291, root_relative_squared_error: 0.6391, scimark_benchmark: 1855.5541, usercpu_time_millis: 89.059, usercpu_time_millis_testing: 2.404, usercpu_time_millis_training: 86.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.8963, kappa: 0.7493, kb_relative_information_score: 3216.2625, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8961, predictive_accuracy: 0.8966, prior_entropy: 0.8733, recall: 0.8966, relative_absolute_error: 0.4204, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.6054, scimark_benchmark: 1859.1356, usercpu_time_millis: 66.376, usercpu_time_millis_testing: 3.729, usercpu_time_millis_training: 62.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.7798, kappa: 0.474, kb_relative_information_score: 1496.9807, mean_absolute_error: 0.2952, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7822, predictive_accuracy: 0.7779, prior_entropy: 0.8733, recall: 0.7779, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3795, root_relative_squared_error: 0.8334, scimark_benchmark: 1858.6775, usercpu_time_millis: 14.717, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 14.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.8683, kappa: 0.6798, kb_relative_information_score: 2566.0927, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8677, predictive_accuracy: 0.8695, prior_entropy: 0.8733, recall: 0.8695, relative_absolute_error: 0.5362, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3139, root_relative_squared_error: 0.6893, scimark_benchmark: 1858.6076, usercpu_time_millis: 51.426, usercpu_time_millis_testing: 3.023, usercpu_time_millis_training: 48.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.8439, kappa: 0.6179, kb_relative_information_score: 2134.1977, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8432, predictive_accuracy: 0.8466, prior_entropy: 0.8733, recall: 0.8466, relative_absolute_error: 0.6084, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.7402, scimark_benchmark: 1859.1356, usercpu_time_millis: 14.544, usercpu_time_millis_testing: 0.901, usercpu_time_millis_training: 13.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8532, kappa: 0.6421, kb_relative_information_score: 2535.7316, mean_absolute_error: 0.2223, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8524, predictive_accuracy: 0.8549, prior_entropy: 0.8733, recall: 0.8549, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.7058, scimark_benchmark: 1854.0399, usercpu_time_millis: 49.898, usercpu_time_millis_testing: 1.44, usercpu_time_millis_training: 48.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.8445, kappa: 0.6195, kb_relative_information_score: 2376.9363, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8438, predictive_accuracy: 0.8472, prior_entropy: 0.8733, recall: 0.8472, relative_absolute_error: 0.5611, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.7254, scimark_benchmark: 1847.9414, usercpu_time_millis: 41.731, usercpu_time_millis_testing: 1.502, usercpu_time_millis_training: 40.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, f_measure: 0.8938, kappa: 0.7429, kb_relative_information_score: 2946.5465, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8935, predictive_accuracy: 0.8943, prior_entropy: 0.8733, recall: 0.8943, relative_absolute_error: 0.4735, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.6308, scimark_benchmark: 1850.9652, usercpu_time_millis: 40.788, usercpu_time_millis_testing: 3.679, usercpu_time_millis_training: 37.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.7811, kappa: 0.4624, kb_relative_information_score: 1282.2934, mean_absolute_error: 0.3174, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7791, predictive_accuracy: 0.7861, prior_entropy: 0.8733, recall: 0.7861, relative_absolute_error: 0.7654, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.8412, scimark_benchmark: 1851.0822, usercpu_time_millis: 11.81, usercpu_time_millis_testing: 1.203, usercpu_time_millis_training: 10.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8817, kappa: 0.714, kb_relative_information_score: 2976.5083, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8814, predictive_accuracy: 0.8819, prior_entropy: 0.8733, recall: 0.8819, relative_absolute_error: 0.4613, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.293, root_relative_squared_error: 0.6435, scimark_benchmark: 1854.4431, usercpu_time_millis: 71.402, usercpu_time_millis_testing: 2.465, usercpu_time_millis_training: 68.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.8479, kappa: 0.6287, kb_relative_information_score: 2185.3161, mean_absolute_error: 0.2478, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8472, predictive_accuracy: 0.8501, prior_entropy: 0.8733, recall: 0.8501, relative_absolute_error: 0.5974, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.7388, scimark_benchmark: 1848.2615, usercpu_time_millis: 43.846, usercpu_time_millis_testing: 2.112, usercpu_time_millis_training: 41.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8879, kappa: 0.7286, kb_relative_information_score: 2905.3695, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8876, predictive_accuracy: 0.8884, prior_entropy: 0.8733, recall: 0.8884, relative_absolute_error: 0.4773, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.6436, scimark_benchmark: 1853.5148, usercpu_time_millis: 39.302, usercpu_time_millis_testing: 2.934, usercpu_time_millis_training: 36.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.8051, kappa: 0.5175, kb_relative_information_score: 2046.6034, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8054, predictive_accuracy: 0.8122, prior_entropy: 0.8733, recall: 0.8122, relative_absolute_error: 0.6069, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.78, scimark_benchmark: 1858.6775, usercpu_time_millis: 73.497, usercpu_time_millis_testing: 1.986, usercpu_time_millis_training: 71.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.8788, kappa: 0.7057, kb_relative_information_score: 2647.0637, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8783, predictive_accuracy: 0.8797, prior_entropy: 0.8733, recall: 0.8797, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3058, root_relative_squared_error: 0.6716, scimark_benchmark: 1856.6531, usercpu_time_millis: 39.603, usercpu_time_millis_testing: 2.673, usercpu_time_millis_training: 36.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.8482, kappa: 0.6297, kb_relative_information_score: 2451.0289, mean_absolute_error: 0.2278, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8474, predictive_accuracy: 0.8503, prior_entropy: 0.8733, recall: 0.8503, relative_absolute_error: 0.5493, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.7173, scimark_benchmark: 1860.2589, usercpu_time_millis: 83.001, usercpu_time_millis_testing: 2.688, usercpu_time_millis_training: 80.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.7956, kappa: 0.5019, kb_relative_information_score: 1659.8282, mean_absolute_error: 0.2868, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7941, predictive_accuracy: 0.7981, prior_entropy: 0.8733, recall: 0.7981, relative_absolute_error: 0.6915, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3639, root_relative_squared_error: 0.7992, scimark_benchmark: 1837.6484, usercpu_time_millis: 8.892, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 8.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.8667, kappa: 0.6761, kb_relative_information_score: 2582.0409, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8661, predictive_accuracy: 0.8677, prior_entropy: 0.8733, recall: 0.8677, relative_absolute_error: 0.5334, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.6905, scimark_benchmark: 1855.4813, usercpu_time_millis: 8.999, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 8.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.9046, kappa: 0.7691, kb_relative_information_score: 3319.2091, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9043, predictive_accuracy: 0.9049, prior_entropy: 0.8733, recall: 0.9049, relative_absolute_error: 0.4022, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.5894, scimark_benchmark: 1855.4813, usercpu_time_millis: 43.191, usercpu_time_millis_testing: 2.674, usercpu_time_millis_training: 40.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.8751, kappa: 0.6969, kb_relative_information_score: 2718.012, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8746, predictive_accuracy: 0.876, prior_entropy: 0.8733, recall: 0.876, relative_absolute_error: 0.5098, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6699, scimark_benchmark: 1855.0232, usercpu_time_millis: 42.958, usercpu_time_millis_testing: 2.888, usercpu_time_millis_training: 40.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9064, kappa: 0.7737, kb_relative_information_score: 3486.869, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9062, predictive_accuracy: 0.9067, prior_entropy: 0.8733, recall: 0.9067, relative_absolute_error: 0.3688, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.5728, scimark_benchmark: 1826.7589, usercpu_time_millis: 52.878, usercpu_time_millis_testing: 3.181, usercpu_time_millis_training: 49.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.8083, kappa: 0.5324, kb_relative_information_score: 1810.9461, mean_absolute_error: 0.2756, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8069, predictive_accuracy: 0.8107, prior_entropy: 0.8733, recall: 0.8107, relative_absolute_error: 0.6645, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3553, root_relative_squared_error: 0.7803, scimark_benchmark: 1858.2223, usercpu_time_millis: 6.872, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 6.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.8376, kappa: 0.6019, kb_relative_information_score: 2191.8978, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.837, predictive_accuracy: 0.8409, prior_entropy: 0.8733, recall: 0.8409, relative_absolute_error: 0.5901, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.747, scimark_benchmark: 1856.6531, usercpu_time_millis: 38.327, usercpu_time_millis_testing: 1.139, usercpu_time_millis_training: 37.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.7784, kappa: 0.4643, kb_relative_information_score: 1583.0606, mean_absolute_error: 0.2878, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7779, predictive_accuracy: 0.7791, prior_entropy: 0.8733, recall: 0.7791, relative_absolute_error: 0.6939, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3743, root_relative_squared_error: 0.8219, scimark_benchmark: 1728.8235, usercpu_time_millis: 39.844, usercpu_time_millis_testing: 1.6, usercpu_time_millis_training: 38.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.585, kb_relative_information_score: 0.2329, 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: 1859.6666, usercpu_time_millis: 5.668, usercpu_time_millis_testing: 0.789, usercpu_time_millis_training: 4.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.8141, kappa: 0.5462, kb_relative_information_score: 1895.0846, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8128, predictive_accuracy: 0.8168, prior_entropy: 0.8733, recall: 0.8168, relative_absolute_error: 0.644, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.7758, scimark_benchmark: 1855.0232, usercpu_time_millis: 5.476, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 5.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8832, kappa: 0.7167, kb_relative_information_score: 2883.9891, mean_absolute_error: 0.1988, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8828, predictive_accuracy: 0.884, prior_entropy: 0.8733, recall: 0.884, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.6498, scimark_benchmark: 1859.6666, usercpu_time_millis: 42.156, usercpu_time_millis_testing: 1.875, usercpu_time_millis_training: 40.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8559, f_measure: 0.7802, kappa: 0.4722, kb_relative_information_score: 1526.7478, mean_absolute_error: 0.2931, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7812, predictive_accuracy: 0.7792, prior_entropy: 0.8733, recall: 0.7792, relative_absolute_error: 0.7066, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.377, root_relative_squared_error: 0.828, scimark_benchmark: 1855.4813, usercpu_time_millis: 5.837, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 5.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.768, kappa: 0.4515, kb_relative_information_score: 1150.2938, mean_absolute_error: 0.3265, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7739, predictive_accuracy: 0.7642, prior_entropy: 0.8733, recall: 0.7642, relative_absolute_error: 0.7874, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8844, scimark_benchmark: 1857.0627, usercpu_time_millis: 4.541, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 4.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.8917, kappa: 0.7376, kb_relative_information_score: 2932.3782, mean_absolute_error: 0.1974, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8914, predictive_accuracy: 0.8923, prior_entropy: 0.8733, recall: 0.8923, relative_absolute_error: 0.476, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.6328, scimark_benchmark: 1862.3618, usercpu_time_millis: 33.464, usercpu_time_millis_testing: 3.539, usercpu_time_millis_training: 29.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.8625, kappa: 0.6659, kb_relative_information_score: 2667.7199, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8619, predictive_accuracy: 0.8636, prior_entropy: 0.8733, recall: 0.8636, relative_absolute_error: 0.5157, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.6849, scimark_benchmark: 1859.1356, usercpu_time_millis: 52.798, usercpu_time_millis_testing: 1.983, usercpu_time_millis_training: 50.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.8972, kappa: 0.7516, kb_relative_information_score: 3240.286, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.897, predictive_accuracy: 0.8975, prior_entropy: 0.8733, recall: 0.8975, relative_absolute_error: 0.4151, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.6049, scimark_benchmark: 1845.3975, usercpu_time_millis: 33.045, usercpu_time_millis_testing: 1.468, usercpu_time_millis_training: 31.577,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8991, kappa: 0.7561, kb_relative_information_score: 3305.2979, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8989, predictive_accuracy: 0.8993, prior_entropy: 0.8733, recall: 0.8993, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.5999, scimark_benchmark: 1825.3354, usercpu_time_millis: 36.702, usercpu_time_millis_testing: 1.198, usercpu_time_millis_training: 35.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8403, kappa: 0.6089, kb_relative_information_score: 2228.6614, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8396, predictive_accuracy: 0.8433, prior_entropy: 0.8733, recall: 0.8433, relative_absolute_error: 0.5853, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.7407, scimark_benchmark: 1858.6076, usercpu_time_millis: 26.078, usercpu_time_millis_testing: 0.999, usercpu_time_millis_training: 25.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.8502, kappa: 0.6351, kb_relative_information_score: 2263.7549, mean_absolute_error: 0.243, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8494, predictive_accuracy: 0.8518, prior_entropy: 0.8733, recall: 0.8518, relative_absolute_error: 0.5859, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.7261, scimark_benchmark: 1811.8747, usercpu_time_millis: 41.192, usercpu_time_millis_testing: 2.178, usercpu_time_millis_training: 39.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.8415, kappa: 0.6121, kb_relative_information_score: 2119.552, mean_absolute_error: 0.2533, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8408, predictive_accuracy: 0.8444, prior_entropy: 0.8733, recall: 0.8444, relative_absolute_error: 0.6108, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.338, root_relative_squared_error: 0.7424, scimark_benchmark: 1847.2793, usercpu_time_millis: 27.222, usercpu_time_millis_testing: 1.742, usercpu_time_millis_training: 25.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.8991, kappa: 0.7556, kb_relative_information_score: 3048.5752, mean_absolute_error: 0.1888, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8988, predictive_accuracy: 0.8995, prior_entropy: 0.8733, recall: 0.8995, relative_absolute_error: 0.4551, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2809, root_relative_squared_error: 0.6169, scimark_benchmark: 1858.6775, usercpu_time_millis: 37.148, usercpu_time_millis_testing: 3.557, usercpu_time_millis_training: 33.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, f_measure: 0.8243, kappa: 0.5699, kb_relative_information_score: 2002.0747, mean_absolute_error: 0.2596, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8233, predictive_accuracy: 0.8275, prior_entropy: 0.8733, recall: 0.8275, relative_absolute_error: 0.626, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3467, root_relative_squared_error: 0.7615, scimark_benchmark: 1849.4321, usercpu_time_millis: 26.073, usercpu_time_millis_testing: 1.441, usercpu_time_millis_training: 24.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8804, kappa: 0.71, kb_relative_information_score: 2818.0362, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.88, predictive_accuracy: 0.8812, prior_entropy: 0.8733, recall: 0.8812, relative_absolute_error: 0.4911, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.6581, scimark_benchmark: 1832.1165, usercpu_time_millis: 64.329, usercpu_time_millis_testing: 3.456, usercpu_time_millis_training: 60.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.8639, kappa: 0.669, kb_relative_information_score: 2567.1821, mean_absolute_error: 0.2218, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8632, predictive_accuracy: 0.8651, prior_entropy: 0.8733, recall: 0.8651, relative_absolute_error: 0.5349, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6934, scimark_benchmark: 1837.1192, usercpu_time_millis: 18.573, usercpu_time_millis_testing: 0.807, usercpu_time_millis_training: 17.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.8675, kappa: 0.6781, kb_relative_information_score: 2549.6799, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8669, predictive_accuracy: 0.8686, prior_entropy: 0.8733, recall: 0.8686, relative_absolute_error: 0.5402, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.6904, scimark_benchmark: 1846.4335, usercpu_time_millis: 29.534, usercpu_time_millis_testing: 3.193, usercpu_time_millis_training: 26.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.7534, kappa: 0.3813, kb_relative_information_score: 1177.6059, mean_absolute_error: 0.3294, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7582, predictive_accuracy: 0.7711, prior_entropy: 0.8733, recall: 0.7711, relative_absolute_error: 0.7941, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3851, root_relative_squared_error: 0.8458, scimark_benchmark: 1837.7222, usercpu_time_millis: 12.221, usercpu_time_millis_testing: 1.648, usercpu_time_millis_training: 10.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.8809, kappa: 0.7113, kb_relative_information_score: 2818.7103, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8805, predictive_accuracy: 0.8816, prior_entropy: 0.8733, recall: 0.8816, relative_absolute_error: 0.4922, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.6563, scimark_benchmark: 1858.6076, usercpu_time_millis: 47.747, usercpu_time_millis_testing: 3.051, usercpu_time_millis_training: 44.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.88, kappa: 0.7095, kb_relative_information_score: 2902.8223, mean_absolute_error: 0.1977, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8796, predictive_accuracy: 0.8805, prior_entropy: 0.8733, recall: 0.8805, relative_absolute_error: 0.4767, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.648, scimark_benchmark: 1859.1356, usercpu_time_millis: 31.616, usercpu_time_millis_testing: 2.017, usercpu_time_millis_training: 29.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8123, kappa: 0.539, kb_relative_information_score: 1800.3646, mean_absolute_error: 0.2792, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8111, predictive_accuracy: 0.8164, prior_entropy: 0.8733, recall: 0.8164, relative_absolute_error: 0.6731, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3536, root_relative_squared_error: 0.7766, scimark_benchmark: 1852.9988, usercpu_time_millis: 16.024, usercpu_time_millis_testing: 1.538, usercpu_time_millis_training: 14.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.89, kappa: 0.7341, kb_relative_information_score: 3138.6778, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8898, predictive_accuracy: 0.8903, prior_entropy: 0.8733, recall: 0.8903, relative_absolute_error: 0.4325, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.6213, scimark_benchmark: 1855.4813, usercpu_time_millis: 13.609, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 13.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.8842, kappa: 0.7192, kb_relative_information_score: 2780.7209, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8838, predictive_accuracy: 0.8849, prior_entropy: 0.8733, recall: 0.8849, relative_absolute_error: 0.5022, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.654, scimark_benchmark: 1855.4813, usercpu_time_millis: 33.68, usercpu_time_millis_testing: 2.362, usercpu_time_millis_training: 31.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.906, kappa: 0.7726, kb_relative_information_score: 3416.6903, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9058, predictive_accuracy: 0.9064, prior_entropy: 0.8733, recall: 0.9064, relative_absolute_error: 0.3823, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.265, root_relative_squared_error: 0.5819, scimark_benchmark: 1852.3877, usercpu_time_millis: 49.434, usercpu_time_millis_testing: 2.733, usercpu_time_millis_training: 46.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.864, kappa: 0.6701, kb_relative_information_score: 2694.8939, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8635, predictive_accuracy: 0.8649, prior_entropy: 0.8733, recall: 0.8649, relative_absolute_error: 0.5106, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.6816, scimark_benchmark: 1857.184, usercpu_time_millis: 43.341, usercpu_time_millis_testing: 1.354, usercpu_time_millis_training: 41.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9288, f_measure: 0.8637, kappa: 0.6682, kb_relative_information_score: 2478.3245, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.863, predictive_accuracy: 0.8651, prior_entropy: 0.8733, recall: 0.8651, relative_absolute_error: 0.5517, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6999, scimark_benchmark: 1859.6666, usercpu_time_millis: 29.131, usercpu_time_millis_testing: 2.19, usercpu_time_millis_training: 26.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.7894, kappa: 0.49, kb_relative_information_score: 1665.0094, mean_absolute_error: 0.2835, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7886, predictive_accuracy: 0.7903, prior_entropy: 0.8733, recall: 0.7903, relative_absolute_error: 0.6837, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.8077, scimark_benchmark: 1851.8173, usercpu_time_millis: 22.912, usercpu_time_millis_testing: 1.241, usercpu_time_millis_training: 21.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8696, kappa: 0.683, kb_relative_information_score: 2499.0345, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.869, predictive_accuracy: 0.8707, prior_entropy: 0.8733, recall: 0.8707, relative_absolute_error: 0.5516, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.6903, scimark_benchmark: 1858.6775, usercpu_time_millis: 40.398, usercpu_time_millis_testing: 3.498, usercpu_time_millis_training: 36.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8525, kappa: 0.6397, kb_relative_information_score: 2205.6942, mean_absolute_error: 0.2493, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8519, predictive_accuracy: 0.8547, prior_entropy: 0.8733, recall: 0.8547, relative_absolute_error: 0.6012, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.7262, scimark_benchmark: 1859.1356, usercpu_time_millis: 11.698, usercpu_time_millis_testing: 0.846, usercpu_time_millis_training: 10.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.8338, kappa: 0.5921, kb_relative_information_score: 2017.2068, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8332, predictive_accuracy: 0.8373, prior_entropy: 0.8733, recall: 0.8373, relative_absolute_error: 0.6343, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.7498, scimark_benchmark: 1853.9121, usercpu_time_millis: 17.366, usercpu_time_millis_testing: 1.597, usercpu_time_millis_training: 15.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.8725, kappa: 0.6903, kb_relative_information_score: 2707.1797, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8719, predictive_accuracy: 0.8734, prior_entropy: 0.8733, recall: 0.8734, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3062, root_relative_squared_error: 0.6725, scimark_benchmark: 1859.1356, usercpu_time_millis: 37.957, usercpu_time_millis_testing: 3.196, usercpu_time_millis_training: 34.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9005, kappa: 0.7591, kb_relative_information_score: 3124.5919, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9002, predictive_accuracy: 0.9008, prior_entropy: 0.8733, recall: 0.9008, relative_absolute_error: 0.4408, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.277, root_relative_squared_error: 0.6083, scimark_benchmark: 1862.82, usercpu_time_millis: 22.483, usercpu_time_millis_testing: 2.044, usercpu_time_millis_training: 20.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.9009, kappa: 0.7605, kb_relative_information_score: 3217.9664, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9007, predictive_accuracy: 0.9012, prior_entropy: 0.8733, recall: 0.9012, relative_absolute_error: 0.4207, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.275, root_relative_squared_error: 0.6039, scimark_benchmark: 1865.1633, usercpu_time_millis: 11.526, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 10.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.8433, kappa: 0.6161, kb_relative_information_score: 2142.1002, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8428, predictive_accuracy: 0.8464, prior_entropy: 0.8733, recall: 0.8464, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.734, scimark_benchmark: 1840.2443, usercpu_time_millis: 10.173, usercpu_time_millis_testing: 0.756, usercpu_time_millis_training: 9.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.7859, kappa: 0.4712, kb_relative_information_score: 1497.244, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7848, predictive_accuracy: 0.7929, prior_entropy: 0.8733, recall: 0.7929, relative_absolute_error: 0.7306, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.8121, scimark_benchmark: 1858.6076, usercpu_time_millis: 16.89, usercpu_time_millis_testing: 1.579, usercpu_time_millis_training: 15.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.8632, kappa: 0.667, kb_relative_information_score: 2568.5206, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8626, predictive_accuracy: 0.8647, prior_entropy: 0.8733, recall: 0.8647, relative_absolute_error: 0.5343, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.6934, scimark_benchmark: 1859.1356, usercpu_time_millis: 14.729, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 14.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.7748, kappa: 0.4496, kb_relative_information_score: 1047.0098, mean_absolute_error: 0.3362, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7727, predictive_accuracy: 0.7783, prior_entropy: 0.8733, recall: 0.7783, relative_absolute_error: 0.8106, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.869, scimark_benchmark: 1858.1494, usercpu_time_millis: 9.45, usercpu_time_millis_testing: 1.096, usercpu_time_millis_training: 8.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.7832, kappa: 0.4709, kb_relative_information_score: 1378.305, mean_absolute_error: 0.3082, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7813, predictive_accuracy: 0.7861, prior_entropy: 0.8733, recall: 0.7861, relative_absolute_error: 0.7431, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3787, root_relative_squared_error: 0.8317, scimark_benchmark: 1854.8488, usercpu_time_millis: 11.093, usercpu_time_millis_testing: 1.042, usercpu_time_millis_training: 10.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.7734, kappa: 0.4537, kb_relative_information_score: 1311.6375, mean_absolute_error: 0.3107, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7734, predictive_accuracy: 0.7733, prior_entropy: 0.8733, recall: 0.7733, relative_absolute_error: 0.7492, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3872, root_relative_squared_error: 0.8503, scimark_benchmark: 1857.5664, usercpu_time_millis: 11.004, usercpu_time_millis_testing: 1.291, usercpu_time_millis_training: 9.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8166, kappa: 0.5513, kb_relative_information_score: 1884.3634, mean_absolute_error: 0.2704, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8153, predictive_accuracy: 0.8198, prior_entropy: 0.8733, recall: 0.8198, relative_absolute_error: 0.6519, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.7712, scimark_benchmark: 1861.2508, usercpu_time_millis: 13.013, usercpu_time_millis_testing: 0.704, usercpu_time_millis_training: 12.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8063, f_measure: 0.7719, kappa: 0.4489, kb_relative_information_score: 1075.8907, mean_absolute_error: 0.333, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7715, predictive_accuracy: 0.7724, prior_entropy: 0.8733, recall: 0.7724, relative_absolute_error: 0.8029, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3987, root_relative_squared_error: 0.8757, scimark_benchmark: 1850.5542, usercpu_time_millis: 11.315, usercpu_time_millis_testing: 1.228, usercpu_time_millis_training: 10.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.813, kappa: 0.5418, kb_relative_information_score: 1873.8363, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8117, predictive_accuracy: 0.8166, prior_entropy: 0.8733, recall: 0.8166, relative_absolute_error: 0.6499, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3532, root_relative_squared_error: 0.7757, scimark_benchmark: 1848.3319, usercpu_time_millis: 32.641, usercpu_time_millis_testing: 1.798, usercpu_time_millis_training: 30.843,

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

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