Task
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9502, kappa: 0.9003, kb_relative_information_score: 2296.9439, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9502, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4662, scimark_benchmark: 1873.0711, usercpu_time_millis: 2.227, usercpu_time_millis_testing: 2.213, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1788.3163, usercpu_time_millis: 1.668, usercpu_time_millis_testing: 1.652, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8959, kb_relative_information_score: 2218.8093, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3463, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.4834, scimark_benchmark: 1815.267, usercpu_time_millis: 1.978, usercpu_time_millis_testing: 1.961, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9502, kappa: 0.9003, kb_relative_information_score: 2296.9439, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9502, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4662, scimark_benchmark: 1800.4729, usercpu_time_millis: 2.151, usercpu_time_millis_testing: 2.136, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9393, kappa: 0.8783, kb_relative_information_score: 2538.1951, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9393, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.4259, scimark_benchmark: 1881.6708, usercpu_time_millis: 1.686, usercpu_time_millis_testing: 1.671, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9334, kappa: 0.8664, kb_relative_information_score: 2561.337, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4265, scimark_benchmark: 1818.4391, usercpu_time_millis: 1.721, usercpu_time_millis_testing: 1.704, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9334, kappa: 0.8664, kb_relative_information_score: 2561.337, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4265, scimark_benchmark: 1826.4636, usercpu_time_millis: 1.735, usercpu_time_millis_testing: 1.718, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9434, kappa: 0.8865, kb_relative_information_score: 2173.2833, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9434, predictive_accuracy: 0.9434, prior_entropy: 0.9986, recall: 0.9434, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.4938, scimark_benchmark: 1802.0222, usercpu_time_millis: 2.005, usercpu_time_millis_testing: 1.989, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2408.2275, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.277, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4439, scimark_benchmark: 1871.2326, usercpu_time_millis: 1.787, usercpu_time_millis_testing: 1.77, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2356.945, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.4538, scimark_benchmark: 1815.7699, usercpu_time_millis: 2.091, usercpu_time_millis_testing: 2.075, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9415, kappa: 0.8827, kb_relative_information_score: 2490.6731, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9415, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4301, scimark_benchmark: 1843.1107, usercpu_time_millis: 1.79, usercpu_time_millis_testing: 1.773, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2230.8612, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.4807, scimark_benchmark: 1875.4449, usercpu_time_millis: 1.964, usercpu_time_millis_testing: 1.95, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2243.61, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.4778, scimark_benchmark: 1872.1262, usercpu_time_millis: 1.966, usercpu_time_millis_testing: 1.952, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9415, kappa: 0.8827, kb_relative_information_score: 2490.6731, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9415, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4301, scimark_benchmark: 1876.434, usercpu_time_millis: 1.704, usercpu_time_millis_testing: 1.69, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8959, kb_relative_information_score: 2218.8093, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3463, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.4834, scimark_benchmark: 1876.23, usercpu_time_millis: 1.871, usercpu_time_millis_testing: 1.857, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2373.4578, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4505, scimark_benchmark: 1898.714, usercpu_time_millis: 1.851, usercpu_time_millis_testing: 1.838, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9502, kappa: 0.9003, kb_relative_information_score: 2296.9439, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9502, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4662, scimark_benchmark: 1896.7468, usercpu_time_millis: 2.013, usercpu_time_millis_testing: 2.001, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9405, kappa: 0.8808, kb_relative_information_score: 2514.0557, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9406, prior_entropy: 0.9986, recall: 0.9406, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.4275, scimark_benchmark: 1855.8429, usercpu_time_millis: 1.744, usercpu_time_millis_testing: 1.727, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2659.1449, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.5068, scimark_benchmark: 1875.4449, usercpu_time_millis: 1.799, usercpu_time_millis_testing: 1.784, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2674.5121, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.571, scimark_benchmark: 1857.4999, usercpu_time_millis: 1.727, usercpu_time_millis_testing: 1.709, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9487, kappa: 0.8972, kb_relative_information_score: 2341.3937, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4569, scimark_benchmark: 1857.3271, usercpu_time_millis: 2.146, usercpu_time_millis_testing: 2.129, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9459, kappa: 0.8915, kb_relative_information_score: 2195.3871, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.4887, scimark_benchmark: 1854.5012, usercpu_time_millis: 1.926, usercpu_time_millis_testing: 1.913, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2206.787, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9475, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.4862, scimark_benchmark: 1871.7905, usercpu_time_millis: 1.966, usercpu_time_millis_testing: 1.952, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9434, kappa: 0.8865, kb_relative_information_score: 2173.2833, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9434, predictive_accuracy: 0.9434, prior_entropy: 0.9986, recall: 0.9434, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.4938, scimark_benchmark: 1868.1867, usercpu_time_millis: 2.002, usercpu_time_millis_testing: 1.986, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1870.557, usercpu_time_millis: 1.672, usercpu_time_millis_testing: 1.656, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1869.195, usercpu_time_millis: 1.724, usercpu_time_millis_testing: 1.711, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2230.8612, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.4807, scimark_benchmark: 1871.5178, usercpu_time_millis: 1.999, usercpu_time_millis_testing: 1.983, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9434, kappa: 0.8865, kb_relative_information_score: 2173.2833, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9434, predictive_accuracy: 0.9434, prior_entropy: 0.9986, recall: 0.9434, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.4938, scimark_benchmark: 1859.3001, usercpu_time_millis: 1.937, usercpu_time_millis_testing: 1.923, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9415, kappa: 0.8827, kb_relative_information_score: 2490.6731, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9415, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4301, scimark_benchmark: 1868.0877, usercpu_time_millis: 1.774, usercpu_time_millis_testing: 1.76, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9487, kappa: 0.8972, kb_relative_information_score: 2341.3937, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4569, scimark_benchmark: 1865.4271, usercpu_time_millis: 2.146, usercpu_time_millis_testing: 2.131, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9449, kappa: 0.8896, kb_relative_information_score: 2184.0972, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9449, predictive_accuracy: 0.9449, prior_entropy: 0.9986, recall: 0.9449, relative_absolute_error: 0.3585, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.4913, scimark_benchmark: 1869.1809, usercpu_time_millis: 1.957, usercpu_time_millis_testing: 1.94, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2408.2275, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.277, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4439, scimark_benchmark: 1866.5057, usercpu_time_millis: 1.834, usercpu_time_millis_testing: 1.819, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2585.2753, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4299, scimark_benchmark: 1863.0965, usercpu_time_millis: 1.691, usercpu_time_millis_testing: 1.676, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2206.787, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9475, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.4862, scimark_benchmark: 1853.7025, usercpu_time_millis: 1.925, usercpu_time_millis_testing: 1.91, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.949, kappa: 0.8978, kb_relative_information_score: 2283.0944, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3231, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4692, scimark_benchmark: 1872.1262, usercpu_time_millis: 2.156, usercpu_time_millis_testing: 2.138, usercpu_time_millis_training: 0.018,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2585.2753, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4299, scimark_benchmark: 1866.2833, usercpu_time_millis: 1.776, usercpu_time_millis_testing: 1.757, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2356.945, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.4538, scimark_benchmark: 1870.1619, usercpu_time_millis: 2.176, usercpu_time_millis_testing: 2.162, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9487, kappa: 0.8972, kb_relative_information_score: 2341.3937, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4569, scimark_benchmark: 1855.1415, usercpu_time_millis: 2.111, usercpu_time_millis_testing: 2.094, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2468.1876, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4334, scimark_benchmark: 1875.3288, usercpu_time_millis: 1.761, usercpu_time_millis_testing: 1.746, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2426.8511, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4405, scimark_benchmark: 1875.9355, usercpu_time_millis: 1.816, usercpu_time_millis_testing: 1.802, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9334, kappa: 0.8664, kb_relative_information_score: 2561.337, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4265, scimark_benchmark: 1875.903, usercpu_time_millis: 1.692, usercpu_time_millis_testing: 1.676, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2243.61, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.4778, scimark_benchmark: 1874.4726, usercpu_time_millis: 1.961, usercpu_time_millis_testing: 1.948, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9481, kappa: 0.8959, kb_relative_information_score: 2269.5612, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4721, scimark_benchmark: 1875.4449, usercpu_time_millis: 1.964, usercpu_time_millis_testing: 1.947, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2230.8612, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.4807, scimark_benchmark: 1869.1727, usercpu_time_millis: 1.98, usercpu_time_millis_testing: 1.967, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9415, kappa: 0.8827, kb_relative_information_score: 2490.6731, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9415, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4301, scimark_benchmark: 1918.0563, usercpu_time_millis: 1.765, usercpu_time_millis_testing: 1.751, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2243.61, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.4778, scimark_benchmark: 1915.0198, usercpu_time_millis: 1.95, usercpu_time_millis_testing: 1.936, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9405, kappa: 0.8808, kb_relative_information_score: 2514.0557, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9406, prior_entropy: 0.9986, recall: 0.9406, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.4275, scimark_benchmark: 1851.6053, usercpu_time_millis: 1.73, usercpu_time_millis_testing: 1.715, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2585.2753, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4299, scimark_benchmark: 1871.2729, usercpu_time_millis: 1.652, usercpu_time_millis_testing: 1.638, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2256.3141, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.3328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.475, scimark_benchmark: 1872.4216, usercpu_time_millis: 1.912, usercpu_time_millis_testing: 1.898, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9459, kappa: 0.8915, kb_relative_information_score: 2195.3871, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.4887, scimark_benchmark: 1971.2711, usercpu_time_millis: 1.859, usercpu_time_millis_testing: 1.843, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2230.8612, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.4807, scimark_benchmark: 1872.9496, usercpu_time_millis: 1.93, usercpu_time_millis_testing: 1.914, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9481, kappa: 0.8959, kb_relative_information_score: 2269.5612, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4721, scimark_benchmark: 1864.0199, usercpu_time_millis: 1.967, usercpu_time_millis_testing: 1.949, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9487, kappa: 0.8972, kb_relative_information_score: 2341.3937, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4569, scimark_benchmark: 1868.6447, usercpu_time_millis: 2.168, usercpu_time_millis_testing: 2.152, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9502, kappa: 0.9003, kb_relative_information_score: 2296.9439, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9502, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4662, scimark_benchmark: 1869.6309, usercpu_time_millis: 2.212, usercpu_time_millis_testing: 2.192, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.949, kappa: 0.8978, kb_relative_information_score: 2283.0944, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3231, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4692, scimark_benchmark: 1872.6571, usercpu_time_millis: 2.194, usercpu_time_millis_testing: 2.177, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.949, kappa: 0.8978, kb_relative_information_score: 2283.0944, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3231, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4692, scimark_benchmark: 1872.4216, usercpu_time_millis: 2.118, usercpu_time_millis_testing: 2.102, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2356.945, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.4538, scimark_benchmark: 1871.5565, usercpu_time_millis: 2.035, usercpu_time_millis_testing: 2.02, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1874.5188, usercpu_time_millis: 1.663, usercpu_time_millis_testing: 1.648, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1871.7585, usercpu_time_millis: 1.647, usercpu_time_millis_testing: 1.631, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2674.5121, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.571, scimark_benchmark: 1870.557, usercpu_time_millis: 1.689, usercpu_time_millis_testing: 1.675, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2390.3011, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9474, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.2837, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.4473, scimark_benchmark: 1865.8853, usercpu_time_millis: 1.917, usercpu_time_millis_testing: 1.903, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9393, kappa: 0.8783, kb_relative_information_score: 2538.1951, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9393, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.4259, scimark_benchmark: 1871.2001, usercpu_time_millis: 1.689, usercpu_time_millis_testing: 1.673, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9434, kappa: 0.8865, kb_relative_information_score: 2173.2833, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9434, predictive_accuracy: 0.9434, prior_entropy: 0.9986, recall: 0.9434, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.4938, scimark_benchmark: 1869.5708, usercpu_time_millis: 1.97, usercpu_time_millis_testing: 1.954, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2659.1449, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.5068, scimark_benchmark: 1879.9675, usercpu_time_millis: 1.736, usercpu_time_millis_testing: 1.717, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2468.1876, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4334, scimark_benchmark: 1905.995, usercpu_time_millis: 1.711, usercpu_time_millis_testing: 1.697, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2585.2753, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4299, scimark_benchmark: 1889.7613, usercpu_time_millis: 1.643, usercpu_time_millis_testing: 1.628, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2373.4578, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4505, scimark_benchmark: 1949.902, usercpu_time_millis: 1.845, usercpu_time_millis_testing: 1.832, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9487, kappa: 0.8972, kb_relative_information_score: 2341.3937, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4569, scimark_benchmark: 2155.4806, usercpu_time_millis: 1.891, usercpu_time_millis_testing: 1.876, usercpu_time_millis_training: 0.015,

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