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Ensemble Feature Learning of Genomic Data Using Support Vector Machine

The identification of a subset of genes having the ability to capture the necessary information to distinguish classes of patients is crucial in bioinformatics applications. Ensemble and bagging methods have been shown to work effectively in the process of gene selection and classification. Testamen...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Anaissi, Ali, Goyal, Madhu, Catchpoole, Daniel R., Braytee, Ali, Kennedy, Paul J.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4909287/
https://ncbi.nlm.nih.gov/pubmed/27304923
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0157330
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