5.5 k-fold Cross-Validation

• This is an alternative to LOOCV which involves dividing the data set into $k$ groups (folds) of approximately equal size.
• The percent of the data set that is in the validation set can be thought of as $1/k$.
• E.g., for $k=5$ groups, 20% of the data would be withheld for testing.