Description Usage Arguments Details
Compute and return summaries of a 'conclus' object.
1 2 |
object |
An object of class 'conclus'. |
plot.it |
Whether to plot the result. Defaults to |
... |
Not used. |
The function computes the distribution function of the elements of the
consensus matrices returned by the call to conclus
. From these, it
then returns the ares under the curves, and the incremental proportional changes to those areas as
the number of clusters k is increeased. It also computes the 'cluster consensus'
which enables the user to see which of the clusters identified are the most
stable. These statistics are intended to aid the user in selecting how many
clusters they might reasonably believe to exist. They should be used in
conjunction with the plot of the consensus matrices, generated via
ggplot(objec t)
, for the object that is passed to the summary
function.
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