PlotAll: Execute 'PlotPredictions', 'PlotResiduals',...

In GaSP: Train and Apply a Gaussian Stochastic Process Model

Execute PlotPredictions, PlotResiduals, PlotStdResiduals, PlotMainEffects, and PlotJointEffects.

Description

Execute PlotPredictions, PlotResiduals and PlotStdResiduals (all applied to cross validation only), PlotMainEffects, and PlotJointEffects.

Usage

PlotAll(
  GaSP_model,
  cross_validation,
  visualization,
  y_name = "y",
  y_units = "",
  x_units = NULL,
  se_plot = TRUE,
  y_values = NULL,
  se_values = NULL,
  pch = 1
)

Arguments

GaSP_model	Object of class GaSPModel, the entire model will be verified but only x and y will be used.
cross_validation	A data frame returned by CrossValidate.
visualization	A list object returned by Visualize.
y_name	An optional character string containing the output variable name (for labels).
y_units	An optional character string containing the units of the output variable (for labels).
x_units	An optional vector of character strings containing the units of the input variables (for labels).
se_plot	An optional boolean indicating whether to make standard-error contour plots.
y_values	An optional vector of contour values for the estimated joint effects.
se_values	An optional vector of contour values for the standard errors.
pch	Plotting symbol for plot; default is open circle.

Value

No return value, generates plots.

Examples

PlotAll(borehole_fit, borehole_cv, borehole_vis)

GaSP documentation built on May 31, 2023, 7:54 p.m.