Which statement about k-fold cross-validation is true?

Which statement about k-fold cross-validation is true?

• A. It never uses the validation data for training
• B. It uses the same training set for every fold
• C. It does not provide an averaging of results
• D. It uses every observation as part of a training set in at least one fold

Answer: (D)