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R/DWD: distance-weighted discrimination for classification, visualization and batch adjustment

Summary: R/DWD is an extensible package for classification. It is built based on a recently developed powerful classification method called distance weighted discrimination (DWD). DWD is related to, and has been shown to be superior to, the support vector machine in situations that are fundamental t...

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Detalhes bibliográficos
Main Authors: Huang, Hanwen, Lu, Xiaosun, Liu, Yufeng, Haaland, Perry, Marron, J.S.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3324517/
https://ncbi.nlm.nih.gov/pubmed/22368246
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bts096
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