ciu: plot.ciu.3D – R documentation

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plot.ciu.3D

Plot output value as a function of two inputs for a specific instance

Description

Plot how the value of one output changes as a function of two inputs using persp. The current input/output values are indicated by a red dot. The values of all other inputs are the ones given by the instance parameter. This method is not specific for CIU but it allows to study the behaviour of the underlying "black-box model". It also makes it easy to understand how CI and CU values have been calculated.

Arguments

`instance`	Instance to explain. See `explain`.
`ind.inputs`	Index of the inputs to plot
`ind.output`	Index of the output to plot
`in.min.max.limits`	See `explain`.
`n.points`	The number of points to use on X/Y-axis for plotting.
`main, xlab, ylab, , zlab, zlim, ...`	Usual plot parameters, possible to override the default ones provided here if needed.

Details

First get a CIU object by calling ciu.new as e.g. ciu <- ciu.new(...), then call ciu.res <- ciu$plot.ciu.3D(...). "Usage" section is here in "Details" section because Roxygen etc. don't support documentation of functions within functions. Usage

plot.ciu.3D(
  instance,
  ind.inputs,
  ind.output,
  in.min.max.limits=NULL,
  n.points=40,
  main=NULL,
  xlab=NULL,
  ylab=NULL,
  zlab=NULL,
  zlim=NULL,
  ...)

Value

"void", i.e. whatever happens to be result of last instruction.

Author(s)

Kary Främling

ciu

Contextual Importance and Utility

v0.1.0

MIT + file LICENSE

Authors