rtemis (version 0.79)

gp: Bayesian Gaussian Processes [R]

Description

Fit a gaussian process

Usage

gp(x, y, new.x = NULL, x.name = "x", y.name = "y",
  print.plot = TRUE, lwd = 3, cex = 1.2, par.reset = TRUE, ...)

Arguments

x

Numeric vector or matrix of features, i.e. independent variables

y

Numeric vector of outcome, i.e. dependent variable

new.x

(Optional) Numeric vector or matrix of new set of features Must have same set of columns as x

x.name

Character: Name for feature set

y.name

Character: Name for outcome

print.plot

Logical: if TRUE, draw plot when done

lwd

Line width for plotting

cex

Character expansion factor for plotting

par.reset

Logical. Reset par to its original state

...

Additional arguments to be passed to tgp::bgp