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DWDLargeR (version 0.2-0)

Fast Algorithms for Large Scale Generalized Distance Weighted Discrimination

Description

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.

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Version

Install

install.packages('DWDLargeR')

Monthly Downloads

195

Version

0.2-0

License

GPL-2

Maintainer

Xin-Yee Lam

Last Published

August 19th, 2024

Functions in DWDLargeR (0.2-0)

penaltyParameter

Compute the penalty parameter for the model.
genDWD

Solve the generalized distance weighted discrimination (DWD) model.
DWDLargeR-internal

Internal DWDLargeR functions
mushrooms

Classification data from Audobon Society Field Guide (1981).
DWDLargeR-package

Fast Algorithms for Large Scale Generalized Distance Weighted Discrimination