CGGPvalplot: Plot validation prediction errors for CGGP object

In CollinErickson/CGGP: Composite Grid Gaussian Processes

Plot validation prediction errors for CGGP object

Description

Plot validation prediction errors for CGGP object

Usage

CGGPvalplot(CGGP, Xval, Yval, d = NULL)

Arguments

CGGP	CGGP object that has been fitted
Xval	X validation data
Yval	Y validation data
d	If output is multivariate, which column to use. Will do all if left as NULL.

Value

None, makes a plot

See Also

Other CGGP plot functions: CGGPplotblocks(), CGGPplotcorr(), CGGPplotheat(), CGGPplothist(), CGGPplotsamplesneglogpost(), CGGPplotslice(), CGGPplottheta(), CGGPplotvariogram()

Examples

SG <- CGGPcreate(d=3, batchsize=100)
f1 <- function(x){x[1]+x[2]^2}
y <- apply(SG$design, 1, f1)
SG <- CGGPfit(SG, y)
Xval <- matrix(runif(3*100), ncol=3)
Yval <- apply(Xval, 1, f1)
CGGPvalplot(CGGP=SG, Xval=Xval, Yval=Yval)

CollinErickson/CGGP documentation built on Feb. 6, 2024, 2:24 a.m.