sdwd: Sparse Distance Weighted Discrimination
Version 1.0.2

Formulates a sparse distance weighted discrimination (SDWD) for high-dimensional classification and implements a very fast algorithm for computing its solution path with the L1, the elastic-net, and the adaptive elastic-net penalties.

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AuthorBoxiang Wang and Hui Zou
Date of publication2015-08-05 17:32:50
MaintainerBoxiang Wang <boxiang@umn.edu>
LicenseGPL-2
Version1.0.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("sdwd")

Man pages

coef.cv.sdwd: compute coefficients from a "cv.sdwd" object
coef.sdwd: compute coefficients for the sparse DWD
colon: simplified gene expression data from Alon et al. (1999)
cv.sdwd: cross-validation for the sparse DWD
plot.cv.sdwd: plot the cross-validation curve of the sparse DWD
plot.sdwd: plot coefficients for the sparse DWD
predict.cv.sdwd: make predictions from a "cv.sdwd" object
predict.sdwd: make predictions for the sparse DWD
print.sdwd: print an sdwd object
sdwd: fit the sparse DWD
sdwd-internal: internal sdwd functions
sdwd-package: Sparse Distance Weighted Discrimination

Functions

coef.cv.sdwd Man page Source code
coef.sdwd Man page Source code
coef.sdwdNET Man page Source code
colon Man page
cv.sdwd Man page Source code
cv.sdwdNET Man page Source code
cvcompute Man page Source code
err Man page Source code
error.bars Man page Source code
getmin Man page Source code
getoutput Man page Source code
lambda.interp Man page Source code
lamfix Man page Source code
nonzero Man page Source code
plot.cv.sdwd Man page Source code
plot.sdwd Man page Source code
predict.cv.sdwd Man page Source code
predict.sdwd Man page Source code
print.sdwd Man page Source code
sdwd Man page Source code
sdwd-package Man page
sdwdpath Man page Source code
zeromat Man page Source code

Files

COPYING
src
src/sdwd.f90
src/auxiliary.f90
NAMESPACE
data
data/colon.rda
R
R/cv.sdwd.R
R/utilities.R
R/coef.sdwd.R
R/sdwd.R
R/p.sdwd.R
MD5
DESCRIPTION
ChangeLog
man
man/sdwd-package.Rd
man/coef.cv.sdwd.Rd
man/colon.Rd
man/predict.sdwd.Rd
man/cv.sdwd.Rd
man/plot.cv.sdwd.Rd
man/predict.cv.sdwd.Rd
man/sdwd-internal.Rd
man/coef.sdwd.Rd
man/print.sdwd.Rd
man/plot.sdwd.Rd
man/sdwd.Rd
sdwd documentation built on May 19, 2017, 10:56 p.m.