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.


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Reference manual

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install.packages("svmpath")

0.970 by Trevor Hastie, a year ago


http://www.jmlr.org/papers/volume5/hastie04a/hastie04a.pdf


Browse source code at https://github.com/cran/svmpath


Authors: Trevor Hastie


Documentation:   PDF Manual  


Task views: Machine Learning & Statistical Learning


GPL-2 license


Depends on kernlab


Imported by rocsvm.path, svrpath.


See at CRAN