Efficient Feature Selection and Multiclass Classification with Integrated Instance and Model Based Learning

Multiclass classification and feature (variable) selections are commonly encountered in many biological and medical applications. However, extending binary classification approaches to multiclass problems is not trivial. Instance-based methods such as the K nearest neighbor (KNN) can naturally exten...

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Detalles Bibliográficos
Autores principales: Liu, Zhenqiu, Bensmail, Halima, Tan, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2012
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3347893/
https://www.ncbi.nlm.nih.gov/pubmed/22577297
http://dx.doi.org/10.4137/EBO.S9407

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3347893/
https://www.ncbi.nlm.nih.gov/pubmed/22577297
http://dx.doi.org/10.4137/EBO.S9407

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