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.

Author
Trevor Hastie
Date of publication
2016-08-30 01:55:19
Maintainer
Trevor Hastie <hastie@stanford.edu>
License
GPL-2
Version
0.955
URLs

View on CRAN

Man pages

balanced.overlap
simple examples for svmpath
plot.svmpath
plot the svm solution at a step along the path
predict.svmpath
Make predictions from a "svmpath" object
print.svmpath
Print a summary of the SVM path
radial.kernel
compute the kernel matrix for svmpath
summary.svmpath
produce a summary of an svmpath object
svmpath
Fit the entire regularization path for a 2-class SVM
svmpath-internal
svm internal functions

Files in this package

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