fitted.values-methods: Extract the partition or the probabilities of classification

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

Extract the partition or the probabilities of classification

Description

This function returns the probabilities of classification or the partition among the observations of an instance of VSLCMresults.

Usage

## S4 method for signature 'VSLCMresults'
fitted.values(object, type = "partition")

Arguments

object	instance of VSLCMresults.
type	the type of prediction: probability of classification (probability) or the partition (partition)

Examples

# Data loading:
data(heart)

# Cluster analysis without variable selection (number of clusters between 1 and 3)
res <- VarSelCluster(heart[,-13], 2, vbleSelec = FALSE)

# Get the ICL value
fitted.values(res)

VarSelLCM documentation built on Sept. 19, 2025, 3:01 p.m.