Task
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: 0.8757, f_measure: 0.9292, kappa: 0.3851, kb_relative_information_score: -256.7942, 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: 0.774, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.8847, scimark_benchmark: 1864.9656, usercpu_time_millis: 5.133, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 4.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.9087, kappa: 0.1412, kb_relative_information_score: -423.9157, mean_absolute_error: 0.1134, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9117, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8733, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.9039, scimark_benchmark: 1854.8036, usercpu_time_millis: 4.052, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 3.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.9123, kappa: 0.2315, kb_relative_information_score: -553.2104, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9057, predictive_accuracy: 0.9252, prior_entropy: 0.3667, recall: 0.9252, relative_absolute_error: 0.8581, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9569, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.24, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.9264, kappa: 0.3508, kb_relative_information_score: -328.8201, mean_absolute_error: 0.105, 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: 0.8082, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.8886, scimark_benchmark: 1847.4043, usercpu_time_millis: 10.524, usercpu_time_millis_testing: 0.691, usercpu_time_millis_training: 9.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.9292, kappa: 0.3903, kb_relative_information_score: -282.2852, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9265, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7766, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.228, root_relative_squared_error: 0.8969, scimark_benchmark: 1841.8533, usercpu_time_millis: 22.212, usercpu_time_millis_testing: 1.247, usercpu_time_millis_training: 20.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.9292, kappa: 0.3679, kb_relative_information_score: -384.7037, mean_absolute_error: 0.1087, 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: 0.8369, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.8949, scimark_benchmark: 1748.0598, usercpu_time_millis: 10.827, usercpu_time_millis_testing: 0.665, usercpu_time_millis_training: 10.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.9285, kappa: 0.3635, kb_relative_information_score: -346.3994, mean_absolute_error: 0.1059, 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: 0.8154, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.8914, scimark_benchmark: 1854.7429, usercpu_time_millis: 1.257, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 1.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.9299, kappa: 0.3724, kb_relative_information_score: -390.9355, mean_absolute_error: 0.1094, 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: 0.8422, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.8948, scimark_benchmark: 1858.4861, usercpu_time_millis: 6.36, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 5.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, f_measure: 0.9263, kappa: 0.3442, kb_relative_information_score: -374.3271, mean_absolute_error: 0.1083, 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: 0.8337, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.8913, scimark_benchmark: 1847.4043, usercpu_time_millis: 7.898, usercpu_time_millis_testing: 0.567, usercpu_time_millis_training: 7.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -315.4196, mean_absolute_error: 0.1037, 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: 0.7986, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.8885, scimark_benchmark: 1751.6968, usercpu_time_millis: 15.636, usercpu_time_millis_testing: 0.822, usercpu_time_millis_training: 14.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8757, f_measure: 0.9236, kappa: 0.3347, kb_relative_information_score: -327.5357, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9203, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7935, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.8942, scimark_benchmark: 1855.1969, usercpu_time_millis: 1.749, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 1.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.9264, kappa: 0.374, kb_relative_information_score: -202.3219, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9228, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7395, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.91, scimark_benchmark: 1870.6721, usercpu_time_millis: 10.752, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 10.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.9285, kappa: 0.3635, kb_relative_information_score: -399.4215, mean_absolute_error: 0.1096, 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: 0.8437, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.8976, scimark_benchmark: 1871.7311, usercpu_time_millis: 5.671, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 5.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -356.0632, mean_absolute_error: 0.1058, 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: 0.8143, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.227, root_relative_squared_error: 0.8929, scimark_benchmark: 1854.8318, usercpu_time_millis: 3.874, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 3.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.9248, kappa: 0.329, kb_relative_information_score: -286.8883, mean_absolute_error: 0.1032, 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: 0.7941, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.8797, scimark_benchmark: 1861.3822, usercpu_time_millis: 7.19, usercpu_time_millis_testing: 0.821, usercpu_time_millis_training: 6.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.9285, kappa: 0.3635, kb_relative_information_score: -379.1053, mean_absolute_error: 0.1085, 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: 0.8353, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.227, root_relative_squared_error: 0.8928, scimark_benchmark: 1874.4489, usercpu_time_millis: 9.492, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 8.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.9243, kappa: 0.345, kb_relative_information_score: -299.3789, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9209, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.8874, scimark_benchmark: 1870.2804, usercpu_time_millis: 6.376, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 6.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.927, kappa: 0.3831, kb_relative_information_score: -283.3375, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9234, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7754, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.9029, scimark_benchmark: 1751.6968, usercpu_time_millis: 17.806, usercpu_time_millis_testing: 0.641, usercpu_time_millis_training: 17.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -344.2196, mean_absolute_error: 0.1053, 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: 0.8105, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.226, root_relative_squared_error: 0.889, scimark_benchmark: 1736.9272, usercpu_time_millis: 7.216, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 6.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.9236, kappa: 0.328, kb_relative_information_score: -287.2837, mean_absolute_error: 0.1015, 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: 0.781, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.8838, scimark_benchmark: 1874.5188, usercpu_time_millis: 0.368, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.9271, kappa: 0.378, kb_relative_information_score: -273.7733, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9237, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7709, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.8988, scimark_benchmark: 1872.9496, usercpu_time_millis: 22.918, usercpu_time_millis_testing: 1.069, usercpu_time_millis_training: 21.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8707, f_measure: 0.926, kappa: 0.3301, kb_relative_information_score: -331.3835, mean_absolute_error: 0.1061, 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: 0.8167, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.8836, scimark_benchmark: 1856.3001, usercpu_time_millis: 7.118, usercpu_time_millis_testing: 0.751, usercpu_time_millis_training: 6.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9049, kappa: 0.1006, kb_relative_information_score: -427.414, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9043, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8813, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.9063, scimark_benchmark: 1839.8026, usercpu_time_millis: 1.634, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 1.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.9245, kappa: 0.314, kb_relative_information_score: -384.8477, mean_absolute_error: 0.1095, 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: 0.8433, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.8915, scimark_benchmark: 1871.2001, usercpu_time_millis: 4.269, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 3.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, f_measure: 0.9118, kappa: 0.177, kb_relative_information_score: -468.7657, mean_absolute_error: 0.1141, 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: 0.8782, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9127, scimark_benchmark: 1858.8261, usercpu_time_millis: 1.232, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 1.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -326.7701, mean_absolute_error: 0.1036, 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: 0.7973, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.888, scimark_benchmark: 1746.695, usercpu_time_millis: 13.479, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 12.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.901, kappa: 0.045, kb_relative_information_score: -459.5398, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9138, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9201, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.9327, scimark_benchmark: 1853.3248, usercpu_time_millis: 3.428, usercpu_time_millis_testing: 0.647, usercpu_time_millis_training: 2.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.9233, kappa: 0.3135, kb_relative_information_score: -283.0602, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9228, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7902, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.88, scimark_benchmark: 1870.8114, usercpu_time_millis: 0.769, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.9135, kappa: 0.1958, kb_relative_information_score: -407.4432, mean_absolute_error: 0.1117, 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: 0.8602, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.903, scimark_benchmark: 1870.1619, usercpu_time_millis: 2.805, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 2.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.9264, kappa: 0.3508, kb_relative_information_score: -368.4393, mean_absolute_error: 0.1075, 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: 0.8279, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.227, root_relative_squared_error: 0.8929, scimark_benchmark: 1831.0557, usercpu_time_millis: 5.322, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 5.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.9299, kappa: 0.3724, kb_relative_information_score: -389.937, mean_absolute_error: 0.1091, 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: 0.8403, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.8958, scimark_benchmark: 1871.7311, usercpu_time_millis: 3.306, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 3.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -364.4704, mean_absolute_error: 0.1062, 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: 0.8173, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.8937, scimark_benchmark: 1859.5617, usercpu_time_millis: 0.908, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.8971, kb_relative_information_score: -419.9778, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9142, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.9344, scimark_benchmark: 1865.3572, usercpu_time_millis: 1.034, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.9291, kappa: 0.3616, kb_relative_information_score: -381.708, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.933, predictive_accuracy: 0.9423, prior_entropy: 0.3667, recall: 0.9423, relative_absolute_error: 0.8441, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.8937, scimark_benchmark: 1870.742, usercpu_time_millis: 7.107, usercpu_time_millis_testing: 0.579, usercpu_time_millis_training: 6.528,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, f_measure: 0.9249, kappa: 0.336, kb_relative_information_score: -313.1972, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9234, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7948, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.883, scimark_benchmark: 1858.5424, usercpu_time_millis: 3.983, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 3.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.9257, kappa: 0.3529, kb_relative_information_score: -314.6002, mean_absolute_error: 0.1022, 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: 0.7866, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.8888, scimark_benchmark: 1852.4008, usercpu_time_millis: 13.782, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 13.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8687, f_measure: 0.925, kappa: 0.3489, kb_relative_information_score: -305.1712, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9219, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7867, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.8954, scimark_benchmark: 1843.8842, usercpu_time_millis: 9.403, usercpu_time_millis_testing: 0.611, usercpu_time_millis_training: 8.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.9278, kappa: 0.3711, kb_relative_information_score: -243.7871, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9257, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.8844, scimark_benchmark: 1859.9421, usercpu_time_millis: 3.776, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 3.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.9236, kappa: 0.3347, kb_relative_information_score: -307.5206, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9203, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7909, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.8878, scimark_benchmark: 1856.3001, usercpu_time_millis: 2.337, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 2.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -355.196, mean_absolute_error: 0.1064, 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: 0.8188, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.8938, scimark_benchmark: 1847.4043, usercpu_time_millis: 9.302, usercpu_time_millis_testing: 0.599, usercpu_time_millis_training: 8.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -349.8996, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9019, scimark_benchmark: 1840.762, usercpu_time_millis: 0.734, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.9271, kappa: 0.3549, kb_relative_information_score: -307.2412, mean_absolute_error: 0.1039, 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: 0.7997, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.8833, scimark_benchmark: 1842.4228, usercpu_time_millis: 11.651, usercpu_time_millis_testing: 0.966, usercpu_time_millis_training: 10.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.921, kappa: 0.2716, kb_relative_information_score: -366.5987, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9279, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.8391, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.8903, scimark_benchmark: 1847.4043, usercpu_time_millis: 4.11, usercpu_time_millis_testing: 0.561, usercpu_time_millis_training: 3.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.9256, kappa: 0.3401, kb_relative_information_score: -295.9514, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9247, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7873, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.8794, scimark_benchmark: 1867.4545, usercpu_time_millis: 5.215, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 4.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8586, f_measure: 0.9203, kappa: 0.3288, kb_relative_information_score: -246.634, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9158, predictive_accuracy: 0.9279, prior_entropy: 0.3667, recall: 0.9279, relative_absolute_error: 0.7597, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.9134, scimark_benchmark: 1746.6801, usercpu_time_millis: 3.939, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 3.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8771, f_measure: 0.9249, kappa: 0.336, kb_relative_information_score: -280.9363, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9234, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7847, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.8831, scimark_benchmark: 1861.2963, usercpu_time_millis: 8.859, usercpu_time_millis_testing: 0.697, usercpu_time_millis_training: 8.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -346.3917, mean_absolute_error: 0.1049, 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: 0.8075, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.8932, scimark_benchmark: 1850.0944, usercpu_time_millis: 2.445, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 2.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.9271, kappa: 0.3611, kb_relative_information_score: -297.6343, mean_absolute_error: 0.1017, 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: 0.7832, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.8823, scimark_benchmark: 1862.0186, usercpu_time_millis: 9.585, usercpu_time_millis_testing: 0.45, usercpu_time_millis_training: 9.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.9256, kappa: 0.3401, kb_relative_information_score: -305.7863, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9247, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7921, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.8802, scimark_benchmark: 1852.0263, usercpu_time_millis: 3.526, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 3.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8627, f_measure: 0.9237, kappa: 0.353, kb_relative_information_score: -249.2013, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9196, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.7598, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.907, scimark_benchmark: 1854.7429, usercpu_time_millis: 23.487, usercpu_time_millis_testing: 1.15, usercpu_time_millis_training: 22.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8334, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: -420.0199, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.907, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2363, root_relative_squared_error: 0.9296, scimark_benchmark: 1842.8155, usercpu_time_millis: 4.447, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 3.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.9299, kappa: 0.3724, kb_relative_information_score: -390.9291, mean_absolute_error: 0.1093, 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: 0.8414, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.8916, scimark_benchmark: 1852.0263, usercpu_time_millis: 2.603, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 2.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -312.9753, mean_absolute_error: 0.103, 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: 0.7932, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.8859, scimark_benchmark: 1864.5074, usercpu_time_millis: 8.78, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 8.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -366.2824, mean_absolute_error: 0.1071, 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: 0.8244, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.8942, scimark_benchmark: 1855.1969, usercpu_time_millis: 12.227, usercpu_time_millis_testing: 0.64, usercpu_time_millis_training: 11.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.9285, kappa: 0.3809, kb_relative_information_score: -307.9236, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9261, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7771, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.8907, scimark_benchmark: 1849.574, usercpu_time_millis: 0.749, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.9264, kappa: 0.3686, kb_relative_information_score: -249.2026, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9231, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7588, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.8982, scimark_benchmark: 1849.0221, usercpu_time_millis: 22.523, usercpu_time_millis_testing: 1.268, usercpu_time_millis_training: 21.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.925, kappa: 0.3489, kb_relative_information_score: -324.8583, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9219, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.8983, scimark_benchmark: 1867.725, usercpu_time_millis: 1.315, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 1.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.9292, kappa: 0.3679, kb_relative_information_score: -371.3581, mean_absolute_error: 0.1076, 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: 0.8287, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.8919, scimark_benchmark: 1734.9281, usercpu_time_millis: 6.175, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 5.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.9264, kappa: 0.357, kb_relative_information_score: -293.7018, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9241, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7847, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.881, scimark_benchmark: 1849.5895, usercpu_time_millis: 18.098, usercpu_time_millis_testing: 1.106, usercpu_time_millis_training: 16.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.9243, kappa: 0.345, kb_relative_information_score: -309.8131, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9209, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.228, root_relative_squared_error: 0.897, scimark_benchmark: 1864.6726, usercpu_time_millis: 8.273, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 7.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8704, f_measure: 0.9264, kappa: 0.3508, kb_relative_information_score: -337.7669, mean_absolute_error: 0.1055, 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: 0.8124, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.8854, scimark_benchmark: 1868.7112, usercpu_time_millis: 5.35, usercpu_time_millis_testing: 0.445, usercpu_time_millis_training: 4.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.9299, kappa: 0.3945, kb_relative_information_score: -238.5917, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9276, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.7655, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.225, root_relative_squared_error: 0.8853, scimark_benchmark: 1844.9723, usercpu_time_millis: 4.655, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 4.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8407, f_measure: 0.9106, kappa: 0.1609, kb_relative_information_score: -453.0101, mean_absolute_error: 0.1151, 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: 0.8862, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.9134, scimark_benchmark: 1870.742, usercpu_time_millis: 0.746, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 0.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.923, kappa: 0.3373, kb_relative_information_score: -309.3383, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.919, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.788, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.9043, scimark_benchmark: 1867.1999, usercpu_time_millis: 2.091, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 2.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.9205, kappa: 0.2901, kb_relative_information_score: -393.7205, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9182, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.849, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.23, root_relative_squared_error: 0.905, scimark_benchmark: 1858.0279, usercpu_time_millis: 0.382, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.9197, kappa: 0.2638, kb_relative_information_score: -322.0662, mean_absolute_error: 0.106, 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: 0.8163, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.882, scimark_benchmark: 1874.977, usercpu_time_millis: 7.981, usercpu_time_millis_testing: 0.928, usercpu_time_millis_training: 7.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.9221, kappa: 0.3131, kb_relative_information_score: -247.4716, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9192, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7759, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.8792, scimark_benchmark: 1872.0458, usercpu_time_millis: 2.273, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.9278, kappa: 0.3592, kb_relative_information_score: -358.9288, mean_absolute_error: 0.1066, 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: 0.8208, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.8934, scimark_benchmark: 1863.4543, usercpu_time_millis: 3.876, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 3.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -319.4217, mean_absolute_error: 0.1039, 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: 0.8, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.8884, scimark_benchmark: 1844.5823, usercpu_time_millis: 14.849, usercpu_time_millis_testing: 1.112, usercpu_time_millis_training: 13.737,

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