Using and understanding cross-validation strategies Perspectives on Saeb et al

作者：Little Max A^*; Varoquaux Gael; Saeb Sohrab; Lonini Luca; Jayaraman Arun; Mohr David C; Kording Konrad P

来源：GigaScience, 2017, 6(5).

DOI：10.1093/gigascience/gix020

• machine learning
• clinical applications
• cross-validation

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.

• 出版日期2017-3-17
• 单位西北大学; 中国地震局