Data Augmentation for Tabular Data

  • If you’re working with tabular data, augmenting it can improve performance.
    • SMOTE (Synthetic Minority Oversampling Technique) can generate new samples for imbalanced datasets.
    • Noise injection can also create variety in your training data.

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