OpenML
Supervised Classification on pc1

Supervised Classification on pc1

Task 3918 Supervised Classification pc1 147053 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, f_measure: 0.9172, kappa: 0.2252, kb_relative_information_score: -294.1748, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.929, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.8345, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.8882, scimark_benchmark: 1836.5612, usercpu_time_millis: 4.225, usercpu_time_millis_testing: 0.605, usercpu_time_millis_training: 3.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.9284, kappa: 0.3571, kb_relative_information_score: -394.6364, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9311, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.8468, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.8954, scimark_benchmark: 1852.0263, usercpu_time_millis: 5.237, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 4.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.9222, kappa: 0.2935, kb_relative_information_score: -330.6888, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9245, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.8176, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.8839, scimark_benchmark: 1866.8213, usercpu_time_millis: 7.062, usercpu_time_millis_testing: 0.958, usercpu_time_millis_training: 6.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.926, kappa: 0.3301, kb_relative_information_score: -373.9165, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9299, predictive_accuracy: 0.9405, prior_entropy: 0.3667, recall: 0.9405, relative_absolute_error: 0.8358, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.8917, scimark_benchmark: 1856.2273, usercpu_time_millis: 2.386, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 2.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.9203, kappa: 0.2677, kb_relative_information_score: -356.5266, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9253, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.8886, scimark_benchmark: 1867.1358, usercpu_time_millis: 3.528, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 3.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.9238, kappa: 0.3098, kb_relative_information_score: -326.5982, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9263, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.8838, scimark_benchmark: 1854.8036, usercpu_time_millis: 2.646, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 2.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.9135, kappa: 0.1958, kb_relative_information_score: -491.2741, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9169, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.882, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2328, root_relative_squared_error: 0.9158, scimark_benchmark: 1868.7112, usercpu_time_millis: 3.376, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 3.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.925, kappa: 0.3607, kb_relative_information_score: -225.5061, mean_absolute_error: 0.0975, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9212, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.7508, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.8992, scimark_benchmark: 1858.1823, usercpu_time_millis: 0.966, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.9225, kappa: 0.3018, kb_relative_information_score: -336.5791, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9227, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8182, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.8822, scimark_benchmark: 1853.5834, usercpu_time_millis: 8.469, usercpu_time_millis_testing: 0.889, usercpu_time_millis_training: 7.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.9264, kappa: 0.3508, kb_relative_information_score: -319.7371, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.925, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7997, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.8841, scimark_benchmark: 1869.2942, usercpu_time_millis: 10.497, usercpu_time_millis_testing: 0.591, usercpu_time_millis_training: 9.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.9276, kappa: 0.346, kb_relative_information_score: -387.5019, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9315, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.8469, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.8954, scimark_benchmark: 1854.6858, usercpu_time_millis: 7.073, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 6.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.9197, kappa: 0.2638, kb_relative_information_score: -360.4925, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.923, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8372, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.8876, scimark_benchmark: 1867.5973, usercpu_time_millis: 4.359, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 3.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8457, f_measure: 0.9068, kappa: 0.1211, kb_relative_information_score: -452.1614, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9083, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.8931, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.9142, scimark_benchmark: 1852.0263, usercpu_time_millis: 3.647, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 3.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.924, kappa: 0.3176, kb_relative_information_score: -368.6866, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9244, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.8934, scimark_benchmark: 1837.6751, usercpu_time_millis: 1.786, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 1.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.9264, kappa: 0.3629, kb_relative_information_score: -239.7785, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9235, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7593, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.8949, scimark_benchmark: 1865.0235, usercpu_time_millis: 5.136, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 4.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.9209, kappa: 0.2856, kb_relative_information_score: -306.4102, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9209, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8079, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.8808, scimark_benchmark: 1859.4255, usercpu_time_millis: 4.509, usercpu_time_millis_testing: 0.597, usercpu_time_millis_training: 3.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.9264, kappa: 0.3629, kb_relative_information_score: -249.5662, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9235, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.228, root_relative_squared_error: 0.8968, scimark_benchmark: 1862.8707, usercpu_time_millis: 7.509, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 7.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -319.4132, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9225, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7937, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.8863, scimark_benchmark: 1749.5741, usercpu_time_millis: 18.055, usercpu_time_millis_testing: 0.776, usercpu_time_millis_training: 17.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8754, f_measure: 0.9187, kappa: 0.2655, kb_relative_information_score: -295.2113, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9174, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.8041, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.8798, scimark_benchmark: 1852.5429, usercpu_time_millis: 9.355, usercpu_time_millis_testing: 1.099, usercpu_time_millis_training: 8.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8651, f_measure: 0.9245, kappa: 0.314, kb_relative_information_score: -391.0259, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9283, predictive_accuracy: 0.9396, prior_entropy: 0.3667, recall: 0.9396, relative_absolute_error: 0.8453, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9012, scimark_benchmark: 1866.0143, usercpu_time_millis: 2.304, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 2.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, f_measure: 0.9257, kappa: 0.3589, kb_relative_information_score: -226.4302, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9225, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7481, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.9032, scimark_benchmark: 1869.7524, usercpu_time_millis: 11.548, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 11.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -339.827, mean_absolute_error: 0.1055, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9237, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8125, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.8877, scimark_benchmark: 1865.9581, usercpu_time_millis: 10.699, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 10.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.9278, kappa: 0.382, kb_relative_information_score: -256.6537, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9246, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7641, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.9004, scimark_benchmark: 1727.2184, usercpu_time_millis: 9.267, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 8.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.9166, kappa: 0.2136, kb_relative_information_score: -315.9752, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9369, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.8447, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.8909, scimark_benchmark: 1860.1976, usercpu_time_millis: 5.084, usercpu_time_millis_testing: 0.645, usercpu_time_millis_training: 4.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.9229, kappa: 0.3241, kb_relative_information_score: -292.8286, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9197, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7831, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.8914, scimark_benchmark: 1867.1999, usercpu_time_millis: 0.971, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.9271, kappa: 0.3549, kb_relative_information_score: -343.1878, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9263, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.7954, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.8823, scimark_benchmark: 1860.8554, usercpu_time_millis: 0.296, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.9118, kappa: 0.177, kb_relative_information_score: -462.1299, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9144, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8858, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.9121, scimark_benchmark: 1846.8268, usercpu_time_millis: 1.089, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 0.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.9242, kappa: 0.3319, kb_relative_information_score: -269.2834, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9221, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7837, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.879, scimark_benchmark: 1853.4563, usercpu_time_millis: 2.085, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 1.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.925, kappa: 0.3607, kb_relative_information_score: -215.3626, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9212, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.7425, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.9066, scimark_benchmark: 1843.4271, usercpu_time_millis: 20.738, usercpu_time_millis_testing: 1.205, usercpu_time_millis_training: 19.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.9264, kappa: 0.3508, kb_relative_information_score: -310.122, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.925, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.8834, scimark_benchmark: 1746.737, usercpu_time_millis: 15.241, usercpu_time_millis_testing: 0.677, usercpu_time_millis_training: 14.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.917, kappa: 0.2324, kb_relative_information_score: -463.8088, mean_absolute_error: 0.1134, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8729, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.9078, scimark_benchmark: 1858.6978, usercpu_time_millis: 5.234, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 4.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -331.25, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9237, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8117, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.8832, scimark_benchmark: 1852.8165, usercpu_time_millis: 6.6, usercpu_time_millis_testing: 0.521, usercpu_time_millis_training: 6.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.927, kappa: 0.3485, kb_relative_information_score: -314.9607, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9277, predictive_accuracy: 0.9396, prior_entropy: 0.3667, recall: 0.9396, relative_absolute_error: 0.8084, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.8814, scimark_benchmark: 1729.6796, usercpu_time_millis: 8.044, usercpu_time_millis_testing: 0.879, usercpu_time_millis_training: 7.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.9237, kappa: 0.3411, kb_relative_information_score: -291.1941, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.8875, scimark_benchmark: 1880.5435, usercpu_time_millis: 5.851, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 5.685,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.9244, kappa: 0.351, kb_relative_information_score: -306.3922, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9206, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.7857, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.9026, scimark_benchmark: 1854.6858, usercpu_time_millis: 22.393, usercpu_time_millis_testing: 1.065, usercpu_time_millis_training: 21.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -362.8125, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9225, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.821, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.8934, scimark_benchmark: 1751.3544, usercpu_time_millis: 3.224, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 3.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.9263, kappa: 0.3442, kb_relative_information_score: -289.466, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9262, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.8833, scimark_benchmark: 1871.9601, usercpu_time_millis: 5.981, usercpu_time_millis_testing: 0.483, usercpu_time_millis_training: 5.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.9236, kappa: 0.328, kb_relative_information_score: -310.8266, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9209, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.894, scimark_benchmark: 1860.8771, usercpu_time_millis: 3.023, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 2.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7864, f_measure: 0.9285, kappa: 0.3696, kb_relative_information_score: -416.6799, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9279, predictive_accuracy: 0.9396, prior_entropy: 0.3667, recall: 0.9396, relative_absolute_error: 0.7961, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.9301, scimark_benchmark: 1846.9511, usercpu_time_millis: 0.223, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.9278, kappa: 0.3767, kb_relative_information_score: -274.6437, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.925, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7712, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.8939, scimark_benchmark: 1866.6776, usercpu_time_millis: 12.039, usercpu_time_millis_testing: 0.586, usercpu_time_millis_training: 11.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.9243, kappa: 0.3386, kb_relative_information_score: -288.919, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7825, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.8913, scimark_benchmark: 1862.8707, usercpu_time_millis: 11.79, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 11.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.9263, kappa: 0.3442, kb_relative_information_score: -303.5469, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9262, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.7977, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.8786, scimark_benchmark: 1851.0015, usercpu_time_millis: 13.201, usercpu_time_millis_testing: 1.243, usercpu_time_millis_training: 11.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -373.1363, mean_absolute_error: 0.1074, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9237, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8269, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.8948, scimark_benchmark: 1908.5966, usercpu_time_millis: 8.384, usercpu_time_millis_testing: 0.483, usercpu_time_millis_training: 7.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.9148, kappa: 0.194, kb_relative_information_score: -293.1324, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9355, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.8342, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.226, root_relative_squared_error: 0.8891, scimark_benchmark: 1874.7211, usercpu_time_millis: 2.975, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 2.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.9106, kappa: 0.1609, kb_relative_information_score: -435.002, mean_absolute_error: 0.1141, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9147, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8783, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9037, scimark_benchmark: 1744.2238, usercpu_time_millis: 4.24, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 3.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8632, f_measure: 0.9203, kappa: 0.2677, kb_relative_information_score: -397.6504, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9253, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.86, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.8965, scimark_benchmark: 1866.1679, usercpu_time_millis: 3.732, usercpu_time_millis_testing: 0.439, usercpu_time_millis_training: 3.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.9263, kappa: 0.3792, kb_relative_information_score: -272.1077, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9226, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.7711, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.9068, scimark_benchmark: 1858.8261, usercpu_time_millis: 17.871, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 17.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.9257, kappa: 0.3529, kb_relative_information_score: -293.5765, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.923, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.8847, scimark_benchmark: 1858.5217, usercpu_time_millis: 14.359, usercpu_time_millis_testing: 0.642, usercpu_time_millis_training: 13.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.9159, kappa: 0.2179, kb_relative_information_score: -364.1162, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9221, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8456, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.8907, scimark_benchmark: 1844.4409, usercpu_time_millis: 5.262, usercpu_time_millis_testing: 0.765, usercpu_time_millis_training: 4.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8767, f_measure: 0.9218, kappa: 0.2978, kb_relative_information_score: -301.6829, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9211, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8053, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.8776, scimark_benchmark: 1750.3868, usercpu_time_millis: 5.773, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 5.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.9211, kappa: 0.2939, kb_relative_information_score: -287.6347, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9196, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7963, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.877, scimark_benchmark: 1865.7922, usercpu_time_millis: 3.894, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 3.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.9243, kappa: 0.3386, kb_relative_information_score: -323.7776, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7923, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.8872, scimark_benchmark: 1864.8991, usercpu_time_millis: 3.293, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 3.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.9284, kappa: 0.3571, kb_relative_information_score: -399.0973, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9311, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.895, scimark_benchmark: 1730.2733, usercpu_time_millis: 1.579, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.9174, kappa: 0.2428, kb_relative_information_score: -294.0071, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9188, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.8099, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.224, root_relative_squared_error: 0.8811, scimark_benchmark: 1867.725, usercpu_time_millis: 4.87, usercpu_time_millis_testing: 0.565, usercpu_time_millis_training: 4.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: -426.4506, mean_absolute_error: 0.1131, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8706, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9048, scimark_benchmark: 1867.725, usercpu_time_millis: 2.402, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 2.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.9264, kappa: 0.3508, kb_relative_information_score: -300.6998, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.925, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7878, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.8824, scimark_benchmark: 1868.1832, usercpu_time_millis: 11.439, usercpu_time_millis_testing: 0.588, usercpu_time_millis_training: 10.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.9292, kappa: 0.3679, kb_relative_information_score: -359.4563, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9309, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.826, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.8921, scimark_benchmark: 1867.7979, usercpu_time_millis: 6.323, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 5.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.9292, kappa: 0.3679, kb_relative_information_score: -379.98, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9309, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.8355, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.227, root_relative_squared_error: 0.8929, scimark_benchmark: 1863.066, usercpu_time_millis: 8.332, usercpu_time_millis_testing: 0.665, usercpu_time_millis_training: 7.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -299.8116, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9237, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7911, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.8849, scimark_benchmark: 1906.8172, usercpu_time_millis: 3.434, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 3.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.9285, kappa: 0.3861, kb_relative_information_score: -275.358, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9255, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7745, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.8919, scimark_benchmark: 1945.8519, usercpu_time_millis: 3.406, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 3.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.923, kappa: 0.3493, kb_relative_information_score: -186.9703, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9188, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.7325, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.9151, scimark_benchmark: 1865.2545, usercpu_time_millis: 9.494, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 9.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, f_measure: 0.9165, kappa: 0.2215, kb_relative_information_score: -399.825, mean_absolute_error: 0.1124, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9253, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8654, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.9007, scimark_benchmark: 1863.9124, usercpu_time_millis: 2.567, usercpu_time_millis_testing: 0.467, usercpu_time_millis_training: 2.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.926, kappa: 0.3301, kb_relative_information_score: -392.0373, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9299, predictive_accuracy: 0.9405, prior_entropy: 0.3667, recall: 0.9405, relative_absolute_error: 0.8458, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.8899, scimark_benchmark: 1871.2001, usercpu_time_millis: 5.793, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 5.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.9142, kappa: 0.1905, kb_relative_information_score: -302.5693, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9297, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8414, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.891, scimark_benchmark: 1858.9117, usercpu_time_millis: 4.436, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 3.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.9277, kappa: 0.3528, kb_relative_information_score: -380.6998, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9293, predictive_accuracy: 0.9405, prior_entropy: 0.3667, recall: 0.9405, relative_absolute_error: 0.838, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.227, root_relative_squared_error: 0.893, scimark_benchmark: 1867.725, usercpu_time_millis: 4.395, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 4.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.9292, kappa: 0.3851, kb_relative_information_score: -271.3196, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9272, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.7738, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.8913, scimark_benchmark: 1954.6829, usercpu_time_millis: 1.941, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 1.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.9243, kappa: 0.3386, kb_relative_information_score: -375.0055, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.822, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.8958, scimark_benchmark: 1867.1999, usercpu_time_millis: 1.282, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.9243, kappa: 0.3624, kb_relative_information_score: -162.4829, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9203, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.7216, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.9229, scimark_benchmark: 1946.7164, usercpu_time_millis: 18.147, usercpu_time_millis_testing: 0.66, usercpu_time_millis_training: 17.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9299, kappa: 0.3724, kb_relative_information_score: -378.596, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9326, predictive_accuracy: 0.9423, prior_entropy: 0.3667, recall: 0.9423, relative_absolute_error: 0.8383, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.8915, scimark_benchmark: 1853.1406, usercpu_time_millis: 5.385, usercpu_time_millis_testing: 0.45, usercpu_time_millis_training: 4.935,

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