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Plot two-way interactions from gbm model

Usage

plot2Way(
  dw_model,
  variable = c("ws", "air_temp"),
  res = 100,
  exclude = TRUE,
  cols = "default",
  dist = 0.05,
  plot = TRUE,
  ...
)

Arguments

dw_model

Model object from running buildMod().

variable

The variables to plot. Must be of length two e.g. variables = c("ws", "wd".

res

Resolution in x-y i.e. number of points in each dimension.

exclude

Should surfaces exclude predictions too far from original data? The default is TRUE.

cols

Colours to be used for plotting. Options include “default”, “increment”, “heat”, “jet” and user defined. For user defined the user can supply a list of colour names recognised by R (type colours() to see the full list). An example would be cols = c("yellow", "green", "blue")

dist

When plotting surfaces, dist controls how far from the original data the predictions should be made. See exclude.too.far from the mgcv package. Data are first transformed to a unit square. Values should be between 0 and 1.

plot

Should a plot be produced? FALSE can be useful when analysing data to extract plot components and plotting them in other ways.

...

Other arguments to be passed for plotting.

Value

To add

See also

Other deweather model plotting functions: plotInfluence(), plotPD()

Author

David Carslaw