myPLSDA: Perform PLS-DA analysis

In wenbostar/metaX: A flexible and comprehensive software for processing omics data.

Perform PLS-DA analysis

Description

Perform PLS-DA analysis

Usage

myPLSDA(x, y, save, select, ...)

Arguments

x	A matrix of observations
y	a vector or matrix of responses
save	A logical indicates whether save the plsr result
select	A logical indicates whether select the best component
...	Additional parameters
ncomp	The number of component used for PLS-DA
validation	See plsr
method	See plsr
k	k-fold

Value

The PLS-DA result

Author(s)

Bo Wen [e-mail]

Examples

x <- matrix(rnorm(1000),nrow = 10,ncol = 100)
y <- rep(0:1,5)
res <- myPLSDA(x,y,save=TRUE,ncomp=2,validation="CV",k=7,
    method="oscorespls")

wenbostar/metaX documentation built on July 4, 2023, 7:50 p.m.