Weighted-SAMGSR: combining significance analysis of microarray-gene set reduction algorithm with pathway topology-based weights to select relevant genes

BACKGROUND: It has been demonstrated that a pathway-based feature selection method that incorporates biological information within pathways during the process of feature selection usually outperforms a gene-based feature selection algorithm in terms of predictive accuracy and stability. Significance...

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Bibliographic Details
Published in:Biol Direct
Main Authors: Tian, Suyan, Chang, Howard H., Wang, Chi
Format: Artigo
Language:Inglês
Published: BioMed Central 2016
Subjects:
Research
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5041498/
https://ncbi.nlm.nih.gov/pubmed/27681389
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13062-016-0152-3
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