Gene Features Selection for Three-Class Disease Classification via Multiple Orthogonal Partial Least Square Discriminant Analysis and S-Plot Using Microarray Data

MOTIVATION: DNA microarray analysis is characterized by obtaining a large number of gene variables from a small number of observations. Cluster analysis is widely used to analyze DNA microarray data to make classification and diagnosis of disease. Because there are so many irrelevant and insignifica...

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Détails bibliographiques
Auteurs principaux: Yang, Mingxing, Li, Xiumin, Li, Zhibin, Ou, Zhimin, Liu, Ming, Liu, Suhuan, Li, Xuejun, Yang, Shuyu
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2013
Sujets:
Research Article
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3875537/
https://ncbi.nlm.nih.gov/pubmed/24386356
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0084253
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