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svmadmm (version 0.1)

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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Version

Install

install.packages('svmadmm')

Monthly Downloads

2

Version

0.1

License

GPL-2

Maintainer

Ben DAI

Last Published

March 7th, 2016

Functions in svmadmm (0.1)

svm.admm

linear/nonlinear svm solver based ADMM and IADMM algorithms
svm.predict

The predict function for svm.admm