summary.credpart: Summary of a credal partition

In evclust: Evidential Clustering

Summary of a credal partition

Description

summary.credpart is the summary method for "credpart" objects.

Usage

## S3 method for class 'credpart'
summary(object, ...)

Arguments

object	An object of class "credpart", encoding a credal partition.
...	Additional arguments (not used).

Details

This function extracts basic information from "credpart" objects, such as created by ecm, recm, cecm, EkNNclusor kevclus.

Value

Prints basic information on the credal partition.

References

T. Denoeux and O. Kanjanatarakul. Beyond Fuzzy, Possibilistic and Rough: An Investigation of Belief Functions in Clustering. 8th International conference on soft methods in probability and statistics, Rome, 12-14 September, 2016.

M.-H. Masson and T. Denoeux. ECM: An evidential version of the fuzzy c-means algorithm. Pattern Recognition, Vol. 41, Issue 4, pages 1384–1397, 2008.

T. Denoeux, S. Sriboonchitta and O. Kanjanatarakul. Evidential clustering of large dissimilarity data. Knowledge-Based Systems, vol. 106, pages 179-195, 2016.

See Also

extractMass, plot.credpart, ecm, recm, cecm, EkNNclus, kevclus.

Examples

## Example with Four-class data
data("fourclass")
x<-fourclass[,1:2]
y<-fourclass[,3]
c=4
## Running k-EVCLUS with singletons
clus<-kevclus(x=x,k=100,c=c,type='simple')
summary(clus)

evclust documentation built on Nov. 9, 2023, 5:05 p.m.