svmpath v0.970

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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.

Functions in svmpath

Name Description
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
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Details

Date 2020-07-13
License GPL-2
URL http://www.jmlr.org/papers/volume5/hastie04a/hastie04a.pdf
NeedsCompilation no
Packaged 2020-07-13 22:01:17 UTC; hastie
Repository CRAN
Date/Publication 2020-07-14 13:10:02 UTC
depends kernlab
Contributors Trevor Hastie

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