mdatools (version 0.7.0)

plsda.crossval: Cross-validation of a PLS-DA model

Description

Does the cross-validation of a PLS-DA model

Usage

plsda.crossval(model, x, c, cv, center = T, scale = F, jack.knife = T)

Arguments

model

a PLS-DA model (object of class plsda)

x

a matrix with x values (predictors from calibration set)

c

a vetor with c values (classes from calibration set)

cv

number of segments (if cv = 1, full cross-validation will be used)

center

logical, do mean centering or not

scale

logical, do standardization or not

jack.knife

logical, do jack-knifing or not

Value

object of class plsdares with results of cross-validation