DiscriMiner (version 0.1-25)

my_plsDA: PLS Discriminant Analysis

Description

Perform a PLS discriminant analysis

Usage

my_plsDA(X, y, learn, test, autosel, comps, cv = "LOO",
    k = NA)

Arguments

X

matrix or data.frame with explanatory variables

y

vector or factor with group membership

learn

vector of learning observations

test

vector of testing observations

autosel

logical indicating automatic selection of PLS comps

comps

number of PLS components (only when autosel=FALSE)

cv

cross validation method. Options are "LOO" (Leave-One-Out) and "LKO" (Leave-K fold-Out)

k

fold left out if using LKO