kerndwd: Distance Weighted Discrimination (DWD) and Kernel Methods

A novel implementation that solves the DWD and the kernel DWD which can be hundred times faster than the existing implementation of DWD based on the second-order-cone programming (SOCP). The package also handles some other general loss functions including large-margin unified machines (LUM).

Version: 1.1.2
Depends: methods
Imports: graphics, grDevices, stats, utils
Published: 2015-10-01
Author: Boxiang Wang, Hui Zou
Maintainer: Boxiang Wang <boxiang at>
License: GPL-2
NeedsCompilation: yes
CRAN checks: kerndwd results


Reference manual: kerndwd.pdf
Package source: kerndwd_1.1.2.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X El Capitan binaries: r-release: kerndwd_1.1.2.tgz
OS X Mavericks binaries: r-oldrel: kerndwd_1.1.2.tgz
Old sources: kerndwd archive


Please use the canonical form to link to this page.