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Weighted elastic net for unsupervised domain adaptation with application to age prediction from DNA methylation data

MOTIVATION: Predictive models are a powerful tool for solving complex problems in computational biology. They are typically designed to predict or classify data coming from the same unknown distribution as the training data. In many real-world settings, however, uncontrolled biological or technical...

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Detalles Bibliográficos
Autores principales: Handl, Lisa, Jalali, Adrin, Scherer, Michael, Eggeling, Ralf, Pfeifer, Nico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612879/
https://www.ncbi.nlm.nih.gov/pubmed/31510704
http://dx.doi.org/10.1093/bioinformatics/btz338