gelnet: Generalized Elastic Nets

Implements several extensions of the elastic net regularization scheme. These extensions include individual feature penalties for the L1 term, feature-feature penalties for the L2 term, as well as translation coefficients for the latter.

Install the latest version of this package by entering the following in R:
install.packages("gelnet")
AuthorArtem Sokolov
Date of publication2016-04-05 08:14:29
MaintainerArtem Sokolov <artem.sokolov@gmail.com>
LicenseGPL (>= 3)
Version1.2.1

View on CRAN

Files

inst
inst/doc
inst/doc/basics.Rmd
inst/doc/basics.html
inst/doc/basics.R
src
src/gelnet.c
NAMESPACE
R
R/gelnet.R
vignettes
vignettes/basics.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/gelnet.logreg.obj.Rd man/gelnet.cv.Rd man/gelnet.oneclass.obj.Rd man/L1.ceiling.Rd man/adj2nlapl.Rd man/gelnet.ker.Rd man/gelnet.lin.obj.Rd man/adj2lapl.Rd man/gelnet.Rd
CHANGES

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

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.