show.gpcm: Print values of a Gaussian Process Classification (GPC) model

In GPCsign: Gaussian Process Classification as Described in Bachoc et al. (2020)

Print values of a Gaussian Process Classification (GPC) model

Description

Show method for gpcm object. Printing the main features of a GPC model.

Usage

show.gpcm(object)

Arguments

object

an object of class gpcm. See gpcm.

Value

returns an invisible 'NULL'

Author(s)

Morgane MENZ, Céline HELBERT, Victor PICHENY, François BACHOC. Contributors: Naoual SERRAJI.

See Also

gpcm()

Examples

## 20-points DoE, and the corresponding response
d <- 2
nb_PX <- 20
require(DiceDesign)
x <- lhsDesign(nb_PX, d, seed = 123)$design
require(DiceKriging)
fx <- apply(x, 1, branin)
f <- ifelse(fx < 14, -1, 1)
Xf <- as.matrix(x)

## GPC model 
model <- gpcm(f, Xf, coef.m=0, coef.cov=c(0.5,0.5))

## print the result 
show(model)

GPCsign documentation built on April 4, 2025, 1:55 a.m.