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Sparse Bayesian classification and feature selection for biological expression data with high correlations

Classification models built on biological expression data are increasingly used to predict distinct disease subtypes. Selected features that separate sample groups can be the candidates of biomarkers, helping us to discover biological functions/pathways. However, three challenges are associated with...

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Bibliografiska uppgifter
I publikationen:PLoS One
Huvudupphovsmän: Yang, Xian, Pan, Wei, Guo, Yike
Materialtyp: Artigo
Språk:Inglês
Publicerad: Public Library of Science 2017
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC5744982/
https://ncbi.nlm.nih.gov/pubmed/29281700
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0189541
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