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The task at hand is to predict the future lab values for a patient (1 if abnormal and 0 if normal) using the previous numerical data. It is a multi-label, multi-class time series classification task. I want to improve the training using data augmentation. What are the best ways of doing this? maybe SMOTE or GANs?

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