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).


Reference manual

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0.3 by Ben DAI, 4 years ago

Browse source code at

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

Documentation:   PDF Manual  

GPL-2 license

Depends on kernlab

See at CRAN