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Computes the entire solution paths for Support Vector Regression(SVR) with respect to the regularization parameter, lambda and epsilon in epsilon-intensive loss function, efficiently. We call each path algorithm svrpath and epspath. See Wang, G. et al (2008) <doi:10.1109/TNN.2008.2002077> for details regarding the method.
Package details |
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Author | Do Hyun Kim [aut, cre], Seung Jun Shin [aut] |
Maintainer | Do Hyun Kim <09dohkim@gmail.com> |
License | GPL (>= 2) |
Version | 0.1.2 |
Package repository | View on CRAN |
Installation |
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