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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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:PLoS One
मुख्य लेखकों: Yang, Xian, Pan, Wei, Guo, Yike
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Public Library of Science 2017
विषय:
ऑनलाइन पहुंच: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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