From Theory to Practice: Implementing and Evaluating e-Fold Cross-Validation

Christopher Mahlich, Tobias Vente, Joeran Beel

This paper introduces e-fold cross-validation, an energy-efficient alternative to k-fold cross-validation. It dynamically adjusts the number of folds based on a stopping criterion.…