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High dimensional model representation of log-likelihood ratio: binary classification with expression data

BACKGROUND: Binary classification rules based on a small-sample of high-dimensional data (for instance, gene expression data) are ubiquitous in modern bioinformatics. Constructing such classifiers is challenging due to (a) the complex nature of underlying biological traits, such as gene interactions...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Foroughi pour, Ali, Pietrzak, Maciej, Dalton, Lori A, Rempała, Grzegorz A.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7183128/
https://ncbi.nlm.nih.gov/pubmed/32334509
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-020-3486-x
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