Using and understanding cross-validation strategies. Perspectives on Saeb et al.
Journal:
GigaScience
Published Date:
May 1, 2017
Abstract
This three-part review takes a detailed look at the complexities of cross-validation, fostered by the peer review of Saeb et al.'s paper entitled "The need to approximate the use-case in clinical machine learning." It contains perspectives by reviewers and by the original authors that touch upon cross-validation: the suitability of different strategies and their interpretation.