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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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Adv Bioinformatics
मुख्य लेखकों: Hira, Zena M., Gillies, Duncan F.
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Hindawi Publishing Corporation 2015
विषय:
ऑनलाइन पहुंच: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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