output_plot: Emulator Expectation Against Target Outputs

In hmer: History Matching and Emulation Package

Emulator Expectation Against Target Outputs

Description

Plots emulator expectation across the parameter space, with comparison to the corresponding target values (with appropriate uncertainty).

Usage

output_plot(ems, targets, points = NULL, npoints = 1000)

Arguments

ems	The Emulator objects.
targets	A named list of observations, given in the usual form.
points	A list of points at which the emulators should be evaluated.
npoints	If no points are provided, the number of input points to evaluate at.

Details

If a points data.frame is not provided, then points are sampled uniformly from the input region. Otherwise, the provided points are used: for example, if a representative sample of the current NROY space is available.

Value

A ggplot object

See Also

Other visualisation tools: behaviour_plot(), diagnostic_wrap(), effect_strength(), emulator_plot(), hit_by_wave(), plot_actives(), plot_lattice(), plot_wrap(), simulator_plot(), space_removed(), validation_pairs(), wave_dependencies(), wave_points(), wave_values()

Examples

 output_plot(SIREmulators$ems, SIREmulators$targets)
 output_plot(SIREmulators$ems, SIREmulators$targets, points = SIRSample$training)

hmer documentation built on June 22, 2024, 9:22 a.m.