A Review of Feature Selection and Feature Extraction Methods Applied on Microarray Data

We summarise various ways of performing dimensionality reduction on high-dimensional microarray data. Many different feature selection and feature extraction methods exist and they are being widely used. All these methods aim to remove redundant and irrelevant features so that classification of new...

Descripción completa

Detalles Bibliográficos
Autores principales: Hira, Zena M., Gillies, Duncan F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Review Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4480804/
https://www.ncbi.nlm.nih.gov/pubmed/26170834
http://dx.doi.org/10.1155/2015/198363

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4480804/
https://www.ncbi.nlm.nih.gov/pubmed/26170834
http://dx.doi.org/10.1155/2015/198363

Ejemplares similares