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Using and understanding cross-validation strategies. Perspectives on Saeb et al.
GigaScience ( IF 11.8 ) Pub Date : 2017-03-23 , DOI: 10.1093/gigascience/gix020
Max A Little 1 , Gael Varoquaux 2 , Sohrab Saeb 3 , Luca Lonini 4 , Arun Jayaraman 4 , David C Mohr 3 , Konrad P Kording 3, 4
Affiliation  

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.

中文翻译:

使用和理解交叉验证策略。对Saeb等人的观点。

这项由三部分组成的综述详细介绍了交叉验证的复杂性,这是由Saeb等人的论文“对临床机器学习中的用例进行近似的需要”的同行评审所培育的。它包含审阅者和原始作者的观点,这些观点涉及交叉验证:不同策略的适用性及其解释。
更新日期:2017-03-17
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