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kerndwd (version 2.0.3)
Distance Weighted Discrimination (DWD) and Kernel Methods
Description
A novel implementation that solves the linear distance weighted discrimination and the kernel distance weighted discrimination. Reference: Wang and Zou (2018)
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Version
2.0.3
2.0.2
2.0.1
2.0.0
1.1.2
1.1.1
1.0.1
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Install
install.packages('kerndwd')
Monthly Downloads
250
Version
2.0.3
License
GPL-2
Maintainer
Boxiang Wang
Last Published
September 3rd, 2020
Functions in kerndwd (2.0.3)
Search functions
cv.kerndwd
cross-validation
predict.kerndwd
predict class labels for new observations
kernel functions
Kernel Functions
tunedwd
fast tune procedure for DWD
plot.kerndwd
plot coefficients
plot.cv.kerndwd
plot the cross-validation curve
BUPA
BUPA's liver disorders data
kerndwd
solve Linear DWD and Kernel DWD
kerndwd-package
Kernel Distance Weighted Discrimination