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hdsvm  

Fast Algorithm for Support Vector Machine
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("hdsvm", "1.0.0")



Attach the package and use:
library("hdsvm")
Maintained by
Yikai Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-28
Latest Update: 2024-05-28
Description:
Implements an efficient algorithm to fit and tune penalized Support Vector Machine models using the generalized coordinate descent algorithm. This package is designed to handle large datasets effectively, with emphasis on precision and computational efficiency.
How to cite:
Yikai Zhang (2024). hdsvm: Fast Algorithm for Support Vector Machine. R package version 1.0.0, https://cran.r-project.org/web/packages/hdsvm. Accessed 07 Nov. 2024.
Previous versions and publish date:
1.0.0 (2024-05-28 18:10)
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View hdsvm citation profile
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Complete documentation for hdsvm
Functions, R codes and Examples using the hdsvm R package
Full hdsvm package functions and examples
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