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kerndwd (version 1.0.1)

Distance Weighted Discrimination (DWD) and Kernel Methods

Description

A very efficient implementation that solves the generalized DWD under any kernel regularization.

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Version

Install

install.packages('kerndwd')

Monthly Downloads

256

Version

1.0.1

License

GPL-2

Maintainer

Boxiang Wang

Last Published

August 27th, 2015

Functions in kerndwd (1.0.1)

predict.kerndwd

use DWD to predict class labels for new observations
kerndwd

solve Linear DWD and Kernel DWD
plot.cv.kerndwd

plot the cross-validation curve of DWD
kerndwd-package

Kernel Distance Weighted Discrimination
kernel functions

Kernel Functions
cv.kerndwd

cross-validation for DWD
Haberman

Haberman's survival data set from Alon et al. (1999)
plot.kerndwd

plot DWD coefficients