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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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0.970
0.955
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Install
install.packages('svmpath')
Monthly Downloads
328
Version
0.970
License
GPL-2
Maintainer
Trevor Hastie
Last Published
July 14th, 2020
Functions in svmpath (0.970)
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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