plot.mcaps: Plots results of multiple clustering strategies
Description
This is an S3 method implementation of the graphics::plot() generic for
objects of class mcaps to visualize the performances of multiple caps
objects applied on the same data sets either in terms of WSS or in terms of
silhouette values.
Usage
# S3 method for mcaps
plot(
x,
validation_criterion = c("wss", "silhouette"),
what = c("mean", "distribution"),
...
)Arguments
- x
An object of class mcaps.
- validation_criterion
A string specifying the validation criterion to
be used for the comparison. Choices are "wss" or "silhouette". Defaults
to "wss".
- what
A string specifying the kind of information to display about the
validation criterion. Choices are "mean" (which plots the mean values) or
"distribution" (which plots the boxplots). Defaults to "mean".
- ...
Other arguments passed to specific methods.