Fast Algorithms for Large Scale Generalized Distance Weighted Discrimination

Solving large scale distance weighted discrimination. The main algorithm is a symmetric Gauss-Seidel based alternating direction method of multipliers (ADMM) method. See Lam, X.Y., Marron, J.S., Sun, D.F., and Toh, K.C. (2018) for more details.


Reference manual

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install.packages("DWDLargeR")

0.2-0 by Xin-Yee Lam, 2 years ago


https://arxiv.org/pdf/1604.05473


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


Authors: Xin-Yee Lam [aut, cre] , J.S. Marron [aut] , Defeng Sun [aut] , Kim-Chuan Toh [aut]


Documentation:   PDF Manual  


GPL-2 license


Imports methods, stats

Depends on Matrix


Suggested by DataSimilarity.


See at CRAN