summary.clustatis: Show the CLUSTATIS results

In ClustBlock: Clustering of Datasets

Show the CLUSTATIS results

Description

This function shows the clustatis results

Usage

## S3 method for class '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

ClustBlock documentation built on Aug. 30, 2023, 5:08 p.m.