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by ntenenz
3286 days ago
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Holy data leakage Batman! Because the data augmentation is performed prior to the random train/val/test split, nearly identical instances may be found in each set. In other words, a 1 degree rotation of training image X may be found in the validation or test set which would artificially inflate performance. |
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