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

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 Oct. 23, 2020, 8:20 p.m.