Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models

Henry B. Moss, David S. Leslie, Paul Rayson

K-fold cross validation (CV) is a popular method for estimating the true performance of machine learning models, allowing model selection and parameter tuning. However, the very pr…