A tuning parameter selector method for the gSVM-SCAD in determining significant genes and biological pathways
A hybrid of support vector machines and a smoothly clipped absolute deviation with group-specific penalty terms (gSVM-SCAD) is a penalized classifier that has been used to identify and select significant pathways in pathway-based microarray analysis. Despite its advantages in identifying significant...
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Main Authors: | Misman, Muhammad Faiz, Mohamad, Mohd. Saberi, Deris, Safaai, Mohd. Hashim, Siti Zaiton, Leham, Nurdyana, Ibrahim, Zuwairie |
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Format: | Article |
Published: |
2012
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Online Access: | http://eprints.utm.my/id/eprint/46542/ |
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