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

Description Usage Arguments Value Examples

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

1	CGGPplotblockselection(CGGP, indims)

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

ggplot2 object

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)