CGGPplotblockselection: Plot CGGP block selection over time
In CollinErickson/CGGP: Composite Grid Gaussian Processes

CGGPplotblockselection

R Documentation

Plot CGGP block selection over time

Description

Shows the order in which blocks were selected for each dimension. Gives an idea of how the selections change over time.

Usage

CGGPplotblockselection(CGGP, indims)

Arguments

`CGGP`	CGGP object
`indims`	Which input dimensions should be shown?

Value

ggplot2 object

Examples

gs <- CGGPcreate(d=3, batchsize=100)
# All dimensions will look similar
CGGPplotblockselection(gs)

# You need to append with CGGPappend after fitting to see a difference
f <- function(x){x[1]^1.2}
y <- apply(gs$design, 1, f)
gs <- CGGPfit(gs, Y=y)
gs <- CGGPappend(gs, 100)
# Now you will see higher for X1 from 100 to 200 while others remain low.
CGGPplotblockselection(gs)

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