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Add cross-validation for more robust evaluation #14

@Sahilbhatane

Description

@Sahilbhatane

Description:
Currently using a simple train/test split. K-fold cross-validation would provide more reliable performance estimates given the small dataset.

Implementation:

  • Add k-fold cross-validation to src/federated/maml_trainer.py
  • Report mean ± std across folds

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