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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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Hlavní autoři: Sun, Shiquan, Peng, Qinke, Shakoor, Adnan
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2014
Témata:
On-line přístup: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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