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svmpath (version 0.970)

The SVM Path Algorithm

Description

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

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Version

Install

install.packages('svmpath')

Monthly Downloads

388

Version

0.970

License

GPL-2

Maintainer

Trevor Hastie

Last Published

July 14th, 2020

Functions in svmpath (0.970)

svmpath

Fit the entire regularization path for a 2-class SVM
plot.svmpath

plot the svm solution at a step along the path
summary.svmpath

produce a summary of an svmpath object
balanced.overlap

simple examples for svmpath
print.svmpath

Print a summary of the SVM path
svmpath-internal

svm internal functions
predict.svmpath

Make predictions from a "svmpath" object
radial.kernel

compute the kernel matrix for svmpath