What is the purpose of a validation set in machine learning?

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What is the purpose of a validation set in machine learning?

Key points

  • The validation set helps in fine-tuning the model before final evaluation.
  • It ensures that the test set remains untouched for unbiased performance assessment.
  • Hyperparameter tuning is crucial for improving model accuracy and generalization.

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