svmpath: The SVM Path Algorithm

Computes the entire regularization path for the two-class svm classifier with essentially the same cost as a single SVM fit.

Install the latest version of this package by entering the following in R:
install.packages("svmpath")
AuthorTrevor Hastie
Date of publication2016-08-30 01:55:19
MaintainerTrevor Hastie <hastie@stanford.edu>
LicenseGPL-2
Version0.955
http://www.jmlr.org/papers/volume5/hastie04a/hastie04a.pdf

View on CRAN

Files

inst
inst/doc
inst/doc/svmpath.Rdata.txt
src
src/mi02lib.f
src/mi05funs.f
src/mi10unix.f
src/mi81ncon.f
src/mi26bfac.f
src/mi21amat.f
src/mi12solv.f
src/mi30spec.f
src/mi40bfil.f
src/mi15blas.f
src/mi80ncon.f
src/mi70nobj.f
src/mi17util.f
src/mi35mps.f
src/mi65rmod.f
src/mi36mps.f
src/mi11sys.f
src/mi25bfac.f
src/mi20amat.f
src/mi60srch.f
src/mi50lp.f
src/qp.f
src/mi27lu.f
NAMESPACE
data
data/svmpath.RData
R
R/SolveKstar.R R/modulus.R R/onLoad.R R/print.svmpath.R R/InitsvmPath.R R/plot.svmpath.R R/predict.svmpath.R R/summary.svmpath.R R/OptInit.alpha.R R/coef.svmpath.R R/UpdateKstar.R R/Unbalanced.Initialization.R R/SnapPath.R R/svmpath.R R/poly.kernel.R R/StatPath.R R/get.svmstep.R R/PrintPath.R R/DowndateKstar.R R/enlist.R R/radial.kernel.R R/Balanced.Initialization.R
MD5
DESCRIPTION
man
man/summary.svmpath.Rd man/radial.kernel.Rd man/print.svmpath.Rd man/plot.svmpath.Rd man/svmpath-internal.Rd man/predict.svmpath.Rd man/svmpath.Rd man/balanced.overlap.Rd

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.