Multiclass Prediction with Partial Least Square Regression for Gene Expression Data: Applications in Breast Cancer Intrinsic Taxonomy

Multiclass prediction remains an obstacle for high-throughput data analysis such as microarray gene expression profiles. Despite recent advancements in machine learning and bioinformatics, most classification tools were limited to the applications of binary responses. Our aim was to apply partial le...

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Detalles Bibliográficos
Autores principales: Huang, Chi-Cheng, Tu, Shih-Hsin, Huang, Ching-Shui, Lien, Heng-Hui, Lai, Liang-Chuan, Chuang, Eric Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3893734/
https://www.ncbi.nlm.nih.gov/pubmed/24490149
http://dx.doi.org/10.1155/2013/248648

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3893734/
https://www.ncbi.nlm.nih.gov/pubmed/24490149
http://dx.doi.org/10.1155/2013/248648

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