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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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Publicado no: | Adv Bioinformatics |
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Main Authors: | , |
Formato: | Artigo |
Idioma: | Inglês |
Publicado em: |
Hindawi Publishing Corporation
2015
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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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