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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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Bibliografische gegevens
Gepubliceerd in:Adv Bioinformatics
Hoofdauteurs: Hira, Zena M., Gillies, Duncan F.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Hindawi Publishing Corporation 2015
Onderwerpen:
Online toegang: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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