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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...

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Detalhes bibliográficos
Publicado no:Adv Bioinformatics
Main Authors: Hira, Zena M., Gillies, Duncan F.
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4480804/
https://ncbi.nlm.nih.gov/pubmed/26170834
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/198363
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