A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics data
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Title
A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics data
Authors
Keywords
Support Vector Machine, Feature Selection, Classification Accuracy, Random Forest, Feature Selection Method
Journal
BMC GENOMICS
Volume 16, Issue Suppl 1, Pages S2
Publisher
Springer Nature
Online
2015-05-19
DOI
10.1186/1471-2164-16-s1-s2
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- (2011) Manuel J Del Rey et al. ANNALS OF THE RHEUMATIC DISEASES
- Identification of CXCL13 as a marker for rheumatoid arthritis outcome using an in silico model of the rheumatic joint
- (2011) Cees M. Meeuwisse et al. ARTHRITIS AND RHEUMATISM
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