PUGSVM: a caBIG(TM) analytical tool for multiclass gene selection and predictive classification

Summary: Phenotypic Up-regulated Gene Support Vector Machine (PUGSVM) is a cancer Biomedical Informatics Grid (caBIG(™)) analytical tool for multiclass gene selection and classification. PUGSVM addresses the problem of imbalanced class separability, small sample size and high gene space dimensionali...

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Hlavní autoři: Yu, Guoqiang, Li, Huai, Ha, Sook, Shih, Ie−Ming, Clarke, Robert, Hoffman, Eric P., Madhavan, Subha, Xuan, Jianhua, Wang, Yue
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2011
Témata:
Applications Note
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3042183/
https://ncbi.nlm.nih.gov/pubmed/21186245
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq721
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