A New Method Combining LDA and PLS for Dimension Reduction

Linear discriminant analysis (LDA) is a classical statistical approach for dimensionality reduction and classification. In many cases, the projection direction of the classical and extended LDA methods is not considered optimal for special applications. Herein we combine the Partial Least Squares (P...

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Detalles Bibliográficos
Autores principales: Tang, Liang, Peng, Silong, Bi, Yiming, Shan, Peng, Hu, Xiyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4018361/
https://www.ncbi.nlm.nih.gov/pubmed/24820185
http://dx.doi.org/10.1371/journal.pone.0096944

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4018361/
https://www.ncbi.nlm.nih.gov/pubmed/24820185
http://dx.doi.org/10.1371/journal.pone.0096944

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