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svmadmm (version 0.2)

Linear/Nonlinear SVM Classification Solver Based on ADMM and IADMM Algorithms

Description

Solve large-scale regularised linear/kernel classification by using ADMM and IADMM algorithms. This package provides linear L2-regularised primal classification (both ADMM and IADMM are available), kernel L2-regularised dual classification (IADMM) as well as L1-regularised primal classification (both ADMM and IADMM are available).

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Install

install.packages('svmadmm')

Monthly Downloads

30

Version

0.2

License

GPL-2

Maintainer

Last Published

March 17th, 2016

Functions in svmadmm (0.2)