Inflated prediction accuracy of neuropsychiatric biomarkers caused by data leakage in feature selection

Abstract In recent years, machine learning techniques have been frequently applied to uncovering neuropsychiatric biomarkers with the aim of accurately diagnosing neuropsychiatric diseases and predicting treatment prognosis. However, many studies did not perform cross validation (CV) when using mach...

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Autores principales: Miseon Shim, Seung-Hwan Lee, Han-Jeong Hwang
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/ad61d8cc3ca4460d809b2864f5cb0832
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