ICL: ICL criterion

In VarSelLCM: Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values

Description

This function gives the ICL criterion for an instance of VSLCMresults.

Usage

ICL(object)

Arguments

object

VSLCMresults

References

Biernacki, C., Celeux, G., and Govaert, G. (2000). Assessing a mixture model for clustering with the integrated completed likelihood. IEEE transactions on pattern analysis and machine intelligence, 22(7), 719-725.

Examples

# Data loading:
data(heart)

# Cluster analysis without variable selection
res <- VarSelCluster(heart[,-13], 2, vbleSelec = FALSE)

# Get the ICL value
ICL(res)

VarSelLCM documentation built on Oct. 23, 2020, 8:20 p.m.