Back to search

Why use cross validation?

Cross validation estimates performance more reliably by training and evaluating on multiple folds of the data.

Machine Learning Medium Theory

Why use cross validation?

Cross validation estimates performance more reliably by training and evaluating on multiple folds of the data.

  • Reduces single split luck
  • Useful for small data
  • Common in model comparison

Why use cross validation?