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

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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Reference manual

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install.packages("svmadmm")

0.3 by Ben DAI, 3 years ago


Browse source code at https://github.com/cran/svmadmm


Authors: Ben DAI <[email protected]>; Junhui Wang <[email protected]>


Documentation:   PDF Manual  


GPL-2 license


Depends on kernlab


See at CRAN