OpenML
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 145834 Supervised Classification banknote-authentication 43620 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9796, kappa: 0.9587, kb_relative_information_score: 1095.6271, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9796, predictive_accuracy: 0.9796, prior_entropy: 0.9912, recall: 0.9796, relative_absolute_error: 0.2403, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.3449, scimark_benchmark: 1828.7051, usercpu_time_millis: 5.734, usercpu_time_millis_testing: 0.862, usercpu_time_millis_training: 4.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1311.1271, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.1762, scimark_benchmark: 1826.6374, usercpu_time_millis: 5.599, usercpu_time_millis_testing: 0.434, usercpu_time_millis_training: 5.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9861, kappa: 0.9719, kb_relative_information_score: 1271.6235, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9863, predictive_accuracy: 0.9862, prior_entropy: 0.9912, recall: 0.9862, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.2317, scimark_benchmark: 1854.3736, usercpu_time_millis: 3.248, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 3.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9767, kappa: 0.9527, kb_relative_information_score: 1196.46, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9767, predictive_accuracy: 0.9767, prior_entropy: 0.9912, recall: 0.9767, relative_absolute_error: 0.1471, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.3077, scimark_benchmark: 1870.742, usercpu_time_millis: 6.926, usercpu_time_millis_testing: 0.536, usercpu_time_millis_training: 6.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9759, kappa: 0.9513, kb_relative_information_score: 1200.6865, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 0.9912, recall: 0.9759, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1525, root_relative_squared_error: 0.3069, scimark_benchmark: 1861.8971, usercpu_time_millis: 9.509, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 8.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9861, kappa: 0.9719, kb_relative_information_score: 1218.7742, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9912, recall: 0.9862, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.126, root_relative_squared_error: 0.2536, scimark_benchmark: 1830.1732, usercpu_time_millis: 6.925, usercpu_time_millis_testing: 0.77, usercpu_time_millis_training: 6.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9832, kappa: 0.9661, kb_relative_information_score: 1114.965, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9832, predictive_accuracy: 0.9832, prior_entropy: 0.9912, recall: 0.9832, relative_absolute_error: 0.2241, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.3317, scimark_benchmark: 1863.3902, usercpu_time_millis: 0.599, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9701, kappa: 0.9396, kb_relative_information_score: 1030.0454, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9703, predictive_accuracy: 0.9701, prior_entropy: 0.9912, recall: 0.9701, relative_absolute_error: 0.2939, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.197, root_relative_squared_error: 0.3964, scimark_benchmark: 1858.4861, usercpu_time_millis: 5.43, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 4.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9599, kappa: 0.9188, kb_relative_information_score: 1058.8911, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9599, predictive_accuracy: 0.9599, prior_entropy: 0.9912, recall: 0.9599, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.204, root_relative_squared_error: 0.4105, scimark_benchmark: 1845.7061, usercpu_time_millis: 7.004, usercpu_time_millis_testing: 0.686, usercpu_time_millis_training: 6.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9149, kappa: 0.8272, kb_relative_information_score: 920.186, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9177, predictive_accuracy: 0.9155, prior_entropy: 0.9912, recall: 0.9155, relative_absolute_error: 0.3712, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.5069, scimark_benchmark: 1857.1406, usercpu_time_millis: 1.011, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1242.9628, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.1133, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.23, scimark_benchmark: 1858.1823, usercpu_time_millis: 3.466, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 3.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9898, kappa: 0.9793, kb_relative_information_score: 1311.7856, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0505, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.1757, scimark_benchmark: 1850.8807, usercpu_time_millis: 9.285, usercpu_time_millis_testing: 0.762, usercpu_time_millis_training: 8.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3966, kb_relative_information_score: -0.2248, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1869.1727, usercpu_time_millis: 1.121, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9121, kappa: 0.8216, kb_relative_information_score: 838.5393, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9136, predictive_accuracy: 0.9125, prior_entropy: 0.9912, recall: 0.9125, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.5507, scimark_benchmark: 1862.8168, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.8604, kappa: 0.7188, kb_relative_information_score: 817.2895, mean_absolute_error: 0.2166, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8627, predictive_accuracy: 0.8601, prior_entropy: 0.9912, recall: 0.8601, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.6172, scimark_benchmark: 1861.6424, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.3966, kb_relative_information_score: 0.1399, mean_absolute_error: 0.4938, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1863.5254, usercpu_time_millis: 0.672, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.3966, kb_relative_information_score: -0.0223, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1869.7524, usercpu_time_millis: 1.864, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 1.538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.3966, kb_relative_information_score: -0.0425, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1863.9124, usercpu_time_millis: 1.597, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 1.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1296.9033, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.2044, scimark_benchmark: 1842.6679, usercpu_time_millis: 9.17, usercpu_time_millis_testing: 0.572, usercpu_time_millis_training: 8.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9927, kappa: 0.9852, kb_relative_information_score: 1267.1673, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 0.9912, recall: 0.9927, relative_absolute_error: 0.0936, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.1947, scimark_benchmark: 1862.2945, usercpu_time_millis: 1.075, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9238, kappa: 0.8453, kb_relative_information_score: 832.0081, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9257, predictive_accuracy: 0.9242, prior_entropy: 0.9912, recall: 0.9242, relative_absolute_error: 0.4479, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.5403, scimark_benchmark: 1867.1358, usercpu_time_millis: 1.897, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 1.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9854, kappa: 0.9704, kb_relative_information_score: 1188.5914, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9855, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.2699, scimark_benchmark: 1857.66, usercpu_time_millis: 1.469, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 1.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9481, kappa: 0.8948, kb_relative_information_score: 1128.1406, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9486, predictive_accuracy: 0.9483, prior_entropy: 0.9912, recall: 0.9483, relative_absolute_error: 0.1976, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.3811, scimark_benchmark: 1873.5293, usercpu_time_millis: 0.358, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9245, kappa: 0.8468, kb_relative_information_score: 1043.9571, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9264, predictive_accuracy: 0.9249, prior_entropy: 0.9912, recall: 0.9249, relative_absolute_error: 0.2639, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.459, scimark_benchmark: 1860.8554, usercpu_time_millis: 4.633, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 4.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9474, kappa: 0.8934, kb_relative_information_score: 1079.2075, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9477, predictive_accuracy: 0.9475, prior_entropy: 0.9912, recall: 0.9475, relative_absolute_error: 0.2389, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.4127, scimark_benchmark: 1869.1727, usercpu_time_millis: 1.088, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.3966, kb_relative_information_score: -0.0752, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1867.6581, usercpu_time_millis: 0.669, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 1251.5996, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9912, recall: 0.9891, relative_absolute_error: 0.1057, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.2225, scimark_benchmark: 1858.4861, usercpu_time_millis: 8.502, usercpu_time_millis_testing: 0.751, usercpu_time_millis_training: 7.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8632, kappa: 0.7235, kb_relative_information_score: 663.1752, mean_absolute_error: 0.2808, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8638, predictive_accuracy: 0.863, prior_entropy: 0.9912, recall: 0.863, relative_absolute_error: 0.5686, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6678, scimark_benchmark: 1862.3553, usercpu_time_millis: 2.67, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 2.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9109, kappa: 0.8192, kb_relative_information_score: 1011.1922, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9113, predictive_accuracy: 0.9111, prior_entropy: 0.9912, recall: 0.9111, relative_absolute_error: 0.2825, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.5325, scimark_benchmark: 1863.4543, usercpu_time_millis: 3.203, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 3.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1223.3558, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1152, root_relative_squared_error: 0.2319, scimark_benchmark: 1864.3739, usercpu_time_millis: 4.476, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 3.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9869, kappa: 0.9734, kb_relative_information_score: 1313.0819, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9912, recall: 0.9869, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1039, root_relative_squared_error: 0.2091, scimark_benchmark: 1871.5019, usercpu_time_millis: 2.377, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 2.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9164, kappa: 0.8303, kb_relative_information_score: 974.2354, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9188, predictive_accuracy: 0.9169, prior_entropy: 0.9912, recall: 0.9169, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.251, root_relative_squared_error: 0.5051, scimark_benchmark: 1863.8517, usercpu_time_millis: 2.703, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 2.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9181, kappa: 0.8339, kb_relative_information_score: 1026.3498, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9188, predictive_accuracy: 0.9184, prior_entropy: 0.9912, recall: 0.9184, relative_absolute_error: 0.2736, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.4925, scimark_benchmark: 1863.9794, usercpu_time_millis: 4.508, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 4.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1253.5913, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.1024, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.2297, scimark_benchmark: 1867.5457, usercpu_time_millis: 3.906, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 3.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.8807, kappa: 0.7589, kb_relative_information_score: 748.3182, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8814, predictive_accuracy: 0.8805, prior_entropy: 0.9912, recall: 0.8805, relative_absolute_error: 0.5063, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6036, scimark_benchmark: 1859.7394, usercpu_time_millis: 1.892, usercpu_time_millis_testing: 0.216, usercpu_time_millis_training: 1.676,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9847, kappa: 0.969, kb_relative_information_score: 1188.0237, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 0.9912, recall: 0.9847, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1406, root_relative_squared_error: 0.2829, scimark_benchmark: 1870.6721, usercpu_time_millis: 6.661, usercpu_time_millis_testing: 0.678, usercpu_time_millis_training: 5.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9862, kappa: 0.972, kb_relative_information_score: 1142.011, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9912, recall: 0.9862, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1513, root_relative_squared_error: 0.3044, scimark_benchmark: 1855.4813, usercpu_time_millis: 3.691, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 3.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9231, kappa: 0.8438, kb_relative_information_score: 833.9027, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9251, predictive_accuracy: 0.9235, prior_entropy: 0.9912, recall: 0.9235, relative_absolute_error: 0.4471, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2664, root_relative_squared_error: 0.5361, scimark_benchmark: 1867.1999, usercpu_time_millis: 4.318, usercpu_time_millis_testing: 0.604, usercpu_time_millis_training: 3.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9745, kappa: 0.9484, kb_relative_information_score: 1068.2992, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9746, predictive_accuracy: 0.9745, prior_entropy: 0.9912, recall: 0.9745, relative_absolute_error: 0.2629, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.3659, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.622, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9111, kappa: 0.8195, kb_relative_information_score: 717.1869, mean_absolute_error: 0.2653, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9147, predictive_accuracy: 0.9118, prior_entropy: 0.9912, recall: 0.9118, relative_absolute_error: 0.5371, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.6064, scimark_benchmark: 1870.1619, usercpu_time_millis: 0.996, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 0.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9912, kappa: 0.9823, kb_relative_information_score: 1270.3033, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.2056, scimark_benchmark: 1860.8085, usercpu_time_millis: 6.44, usercpu_time_millis_testing: 0.806, usercpu_time_millis_training: 5.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1297.4442, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0641, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.1834, scimark_benchmark: 1747.2203, usercpu_time_millis: 9.023, usercpu_time_millis_testing: 0.652, usercpu_time_millis_training: 8.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9592, kappa: 0.9173, kb_relative_information_score: 1115.7901, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9592, predictive_accuracy: 0.9592, prior_entropy: 0.9912, recall: 0.9592, relative_absolute_error: 0.2121, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.3746, scimark_benchmark: 1843.5177, usercpu_time_millis: 6.602, usercpu_time_millis_testing: 0.658, usercpu_time_millis_training: 5.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9137, kappa: 0.825, kb_relative_information_score: 1006.3419, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9144, predictive_accuracy: 0.914, prior_entropy: 0.9912, recall: 0.914, relative_absolute_error: 0.2879, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2562, root_relative_squared_error: 0.5156, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.29, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.981, kappa: 0.9616, kb_relative_information_score: 1201.5159, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9811, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.2905, scimark_benchmark: 1866.0068, usercpu_time_millis: 1.392, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 1.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9847, kappa: 0.969, kb_relative_information_score: 1117.2878, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 0.9912, recall: 0.9847, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.325, scimark_benchmark: 1864.4376, usercpu_time_millis: 2.886, usercpu_time_millis_testing: 0.322, usercpu_time_millis_training: 2.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9898, kappa: 0.9793, kb_relative_information_score: 1308.0126, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9899, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0526, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1014, root_relative_squared_error: 0.204, scimark_benchmark: 1854.4979, usercpu_time_millis: 11.43, usercpu_time_millis_testing: 0.76, usercpu_time_millis_training: 10.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.8625, kappa: 0.7226, kb_relative_information_score: 768.8326, mean_absolute_error: 0.2387, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8638, predictive_accuracy: 0.8622, prior_entropy: 0.9912, recall: 0.8622, relative_absolute_error: 0.4832, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.6207, scimark_benchmark: 1862.932, usercpu_time_millis: 3.01, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 2.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.984, kappa: 0.9675, kb_relative_information_score: 1192.2661, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.9912, recall: 0.984, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.14, root_relative_squared_error: 0.2816, scimark_benchmark: 1856.754, usercpu_time_millis: 1.849, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 1.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9635, kappa: 0.9261, kb_relative_information_score: 1177.7599, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 0.9912, recall: 0.9636, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.17, root_relative_squared_error: 0.3421, scimark_benchmark: 1867.1999, usercpu_time_millis: 7.552, usercpu_time_millis_testing: 0.497, usercpu_time_millis_training: 7.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1212.625, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1215, root_relative_squared_error: 0.2445, scimark_benchmark: 1867.3423, usercpu_time_millis: 5.486, usercpu_time_millis_testing: 0.702, usercpu_time_millis_training: 4.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9113, kappa: 0.82, kb_relative_information_score: 902.6233, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9133, predictive_accuracy: 0.9118, prior_entropy: 0.9912, recall: 0.9118, relative_absolute_error: 0.3805, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.5407, scimark_benchmark: 1863.9794, usercpu_time_millis: 4.271, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 3.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9854, kappa: 0.9705, kb_relative_information_score: 1227.7039, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.2486, scimark_benchmark: 1863.9124, usercpu_time_millis: 5.493, usercpu_time_millis_testing: 0.602, usercpu_time_millis_training: 4.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9861, kappa: 0.9719, kb_relative_information_score: 1166.9142, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9912, recall: 0.9862, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.2868, scimark_benchmark: 1867.9224, usercpu_time_millis: 1.845, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 1.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8885, kappa: 0.7736, kb_relative_information_score: 555.7537, mean_absolute_error: 0.3233, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8961, predictive_accuracy: 0.8899, prior_entropy: 0.9912, recall: 0.8899, relative_absolute_error: 0.6546, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.7021, scimark_benchmark: 1856.0551, usercpu_time_millis: 1.691, usercpu_time_millis_testing: 0.251, usercpu_time_millis_training: 1.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9832, kappa: 0.966, kb_relative_information_score: 1138.923, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9833, predictive_accuracy: 0.9832, prior_entropy: 0.9912, recall: 0.9832, relative_absolute_error: 0.2031, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.315, scimark_benchmark: 1864.3739, usercpu_time_millis: 3.919, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 3.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9891, kappa: 0.9778, kb_relative_information_score: 1288.7244, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9912, recall: 0.9891, relative_absolute_error: 0.0702, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.2141, scimark_benchmark: 1871.9601, usercpu_time_millis: 5.581, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 5.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9519, kappa: 0.9024, kb_relative_information_score: 928.3441, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9519, predictive_accuracy: 0.9519, prior_entropy: 0.9912, recall: 0.9519, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2347, root_relative_squared_error: 0.4723, scimark_benchmark: 1852.1333, usercpu_time_millis: 2.165, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 1.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9327, kappa: 0.8634, kb_relative_information_score: 1027.2757, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9338, predictive_accuracy: 0.9329, prior_entropy: 0.9912, recall: 0.9329, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.4635, scimark_benchmark: 1868.1832, usercpu_time_millis: 5.642, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 5.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9825, kappa: 0.9646, kb_relative_information_score: 1169.2559, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9825, predictive_accuracy: 0.9825, prior_entropy: 0.9912, recall: 0.9825, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.3026, scimark_benchmark: 1858.0279, usercpu_time_millis: 4.306, usercpu_time_millis_testing: 0.439, usercpu_time_millis_training: 3.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.3966, kb_relative_information_score: 0.017, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1748.0617, usercpu_time_millis: 0.791, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9847, kappa: 0.969, kb_relative_information_score: 1314.8329, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9848, predictive_accuracy: 0.9847, prior_entropy: 0.9912, recall: 0.9847, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1068, root_relative_squared_error: 0.2149, scimark_benchmark: 1863.8517, usercpu_time_millis: 13.782, usercpu_time_millis_testing: 0.926, usercpu_time_millis_training: 12.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9898, kappa: 0.9793, kb_relative_information_score: 1312.2635, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0508, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.1679, scimark_benchmark: 1861.8971, usercpu_time_millis: 2.723, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 2.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 1303.8263, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9912, recall: 0.9891, relative_absolute_error: 0.0575, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.1856, scimark_benchmark: 1868.0738, usercpu_time_millis: 9.915, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 9.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1290.4415, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.069, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2111, scimark_benchmark: 1850.3214, usercpu_time_millis: 8.336, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 7.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9854, kappa: 0.9705, kb_relative_information_score: 1236.4493, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.2412, scimark_benchmark: 1873.4805, usercpu_time_millis: 5.661, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 5.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9752, kappa: 0.9498, kb_relative_information_score: 1177.4022, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9752, predictive_accuracy: 0.9752, prior_entropy: 0.9912, recall: 0.9752, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.3258, scimark_benchmark: 1866.0068, usercpu_time_millis: 7.047, usercpu_time_millis_testing: 0.667, usercpu_time_millis_training: 6.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1293.9847, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0659, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.2064, scimark_benchmark: 1874.977, usercpu_time_millis: 11.059, usercpu_time_millis_testing: 0.677, usercpu_time_millis_training: 10.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1281.8184, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.2209, scimark_benchmark: 1869.1029, usercpu_time_millis: 9.675, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 9.014,

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