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.

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

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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

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

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