Resampling_Error: Resampling Error 'Resampling_Error'
In malekbs/UP: What the package does (short line)

Description Usage Format Details Methods Examples

Resampling_Error is designed to easily compute resampling error on design points

1	Resampling_Error

An R6Class generator object

Compute resampling error of a surrogate model

Resampling_Error$new(): Creates a new Resampling_Error
get_val(surrogate_model): It evaluates the resampling error for a surrogate_model (object UPSM).

library(UP)
d              <- 2
X      	      <- expand.grid(x1=seq(0,1,length=5), x2=seq(0,1,length=4))
y        	    <- apply(X, 1, branin)
upsm     	    <- UPSM$new(sm= krigingsm$new(), UP=UPClass$new(X,y,Scale =TRUE))
CV             <- Resampling_Error$new()          
PRESS_CV       <- CV$get_val(upsm)
print(" CV Resampling Error")
print(PRESS_CV)