sparseSVM: Solution Paths of Sparse Linear Support Vector Machine with Lasso or ELastic-Net Regularization

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Fast algorithm for fitting solution paths of sparse linear SVM with lasso or elastic-net regularization generate sparse solutions.

Author
Congrui Yi and Yaohui Zeng
Date of publication
2016-03-22 23:53:49
Maintainer
Congrui Yi <congrui-yi@uiowa.edu>
License
GPL-3
Version
1.1-2

View on CRAN

Man pages

cv.sparseSVM
Cross validation for sparseSVM
plot.cv.sparseSVM
Plot the cross-validation curve for a "cv.sparseSVM" object
plot.sparseSVM
Plot coefficients from a "sparseSVM" object
predict.cv.sparseSVM
Model predictions based on "cv.sparseSVM" object.
predict.sparseSVM
Model predictions based on "sparseSVM" object.
sparseSVM
Fit sparse linear SVM with lasso or elasti-net regularization
sparseSVM-package
Solution Paths for Sparse Linear Support Vector Machine with...

Files in this package

sparseSVM
sparseSVM/src
sparseSVM/src/sparseSVM.c
sparseSVM/NAMESPACE
sparseSVM/R
sparseSVM/R/sparseSVM.R
sparseSVM/R/predict.cv.sparseSVM.R
sparseSVM/R/cv.sparseSVM.R
sparseSVM/R/plot.sparseSVM.R
sparseSVM/R/plot.cv.sparseSVM.R
sparseSVM/R/predict.sparseSVM.R
sparseSVM/README.md
sparseSVM/MD5
sparseSVM/DESCRIPTION
sparseSVM/man
sparseSVM/man/sparseSVM.Rd
sparseSVM/man/sparseSVM-package.Rd
sparseSVM/man/plot.cv.sparseSVM.Rd
sparseSVM/man/predict.sparseSVM.Rd
sparseSVM/man/predict.cv.sparseSVM.Rd
sparseSVM/man/plot.sparseSVM.Rd
sparseSVM/man/cv.sparseSVM.Rd