What is ‘regularization’ in machine learning and what problem does it solve?

AI Fundamentals Medium

AI Fundamentals — Medium

What is ‘regularization’ in machine learning and what problem does it solve?

Key points

  • Regularization prevents overfitting by discouraging complex models
  • It adds constraints or penalties to the model
  • The goal is to improve generalization performance
  • Regularization is crucial in training machine learning models

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