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A Kernel-Based Multivariate Feature Selection Method for Microarray Data Classification

High dimensionality and small sample sizes, and their inherent risk of overfitting, pose great challenges for constructing efficient classifiers in microarray data classification. Therefore a feature selection technique should be conducted prior to data classification to enhance prediction performan...

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Detalhes bibliográficos
Main Authors: Sun, Shiquan, Peng, Qinke, Shakoor, Adnan
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4105478/
https://ncbi.nlm.nih.gov/pubmed/25048512
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0102541
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