plotPred: Plot predictions for PLS regression

In MUVR2: Multivariate Methods with Unbiased Variable Selection

Plot predictions for PLS regression

Description

At present, this function only supports predictions for PLS regression type problems.

Usage

plotPred(Ytrue, Ypreds)

Arguments

Ytrue	True value of Y, should be a vector
Ypreds	Predicted value of Y can be a vector or data frame with the same number of rows

Value

A plot, plot the prediction

Examples

data("freelive2")
Ytrue<-YR2
Ypreds<-sampling_from_distribution(YR2)
plotPred(Ytrue,Ypreds)
Ytrue<-YR2
nRep <- 2
nOuter <- 4
varRatio <-0.6
regrModel <- MUVR2(X = XRVIP2,
                   Y = YR2,
                   nRep = nRep,
                   nOuter = nOuter,
                   varRatio = varRatio,
                   method = "PLS",
                   modReturn = TRUE)
Ypreds<-regrModel$yPred
plotPred(Ytrue,Ypreds)

MUVR2 documentation built on Sept. 16, 2024, 9:06 a.m.