Distance Weighted Discrimination (DWD) and Kernel Methods
cross-validation
Kernel Functions
Kernel Distance Weighted Discrimination
solve Linear DWD and Kernel DWD
plot the cross-validation curve
plot coefficients
predict class labels for new observations
fast tune procedure for DWD
A novel implementation that solves the linear distance weighted discrimination and the kernel distance weighted discrimination. Reference: Wang and Zou (2018) <doi:10.1111/rssb.12244>.