penalizedSVM: Feature Selection SVM using penalty functions

This package provides feature selection SVM using penalty functions. The smoothly clipped absolute deviation (SCAD), 'L1-norm', 'Elastic Net' ('L1-norm' and 'L2-norm') and 'Elastic SCAD' (SCAD and 'L2-norm') penalties are availible. The tuning parameters can be founf using either a fixed grid or a interval search.

Install the latest version of this package by entering the following in R:
install.packages("penalizedSVM")
AuthorNatalia Becker, Wiebke Werft, Axel Benner
Date of publication2012-10-29 08:59:25
MaintainerNatalia Becker <natalia.becker@dkfz.de>
LicenseGPL (>= 2)
Version1.1

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Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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