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svrpath  

The SVR Path Algorithm
View on CRAN: Click here


Download and install svrpath package within the R console
Install from CRAN:
install.packages("svrpath")

Install from Github:
library("remotes")
install_github("cran/svrpath")

Install by package version:
library("remotes")
install_version("svrpath", "0.1.2")



Attach the package and use:
library("svrpath")
Maintained by
Do Hyun Kim
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-04-05
Latest Update: 2018-06-29
Description:
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.
How to cite:
Do Hyun Kim (2018). svrpath: The SVR Path Algorithm. R package version 0.1.2, https://cran.r-project.org/web/packages/svrpath. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.1 (2018-04-05 17:26)
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