ClustBlock (version 2.3.1)

summary.clustatis: Show the CLUSTATIS results

Description

This function shows the clustatis results

Usage

# S3 method for clustatis
summary(object, ngroups=NULL, ...)

Arguments

object

object of class 'clustatis'.

ngroups

number of groups to consider. Ignored for clustatis_kmeans results. Default: recommended number of clusters

...

further arguments passed to or from other methods

Value

the CLUSTATIS principal results

a list with:

  • group: the clustering partition

  • homogeneity: homogeneity index (

  • weights: weight associated with each block in its cluster

  • rho: the threshold for the noise cluster

  • test_one_cluster: decision and pvalue to know if there is more than one cluster

See Also

clustatis , clustatis_kmeans