Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

Cross-validation begins by splitting a labeled dataset into k partitions called folds. Typically, k will be five or ten.

Cross-validation typically starts with k=5 or 10 folds