gcdnet: A generalized coordinate descent (GCD) algorithm for computing the solution path of the hybrid Huberized support vector machine (HHSVM) and its generalization

This package implements a generalized coordinate descent (GCD) algorithm for computing the solution path of the hybrid Huberized support vector machine (HHSVM) and its generalization, including the elastic net penalized SVM with the squared hinge loss and the elastic net penalized logistic regression.

Version: 1.0.2
Depends: Matrix
Published: 2013-02-24
Author: Yi Yang, Hui Zou
Maintainer: Yi Yang <yiyang at umn.edu>
License: GPL-2
URL: http://code.google.com/p/gcdnet/
NeedsCompilation: yes
CRAN checks: gcdnet results

Downloads:

Package source: gcdnet_1.0.2.tar.gz
MacOS X binary: gcdnet_1.0.2.tgz
Windows binary: gcdnet_1.0.2.zip
Reference manual: gcdnet.pdf
News/ChangeLog:ChangeLog
Old sources: gcdnet archive