HDclassif (version 2.0)

slopeHeuristic: Slope Heuristic for HDDC objects

Description

This function computes the slope heuristic for an

Usage

slopeHeuristic(x)

Arguments

x

An hdc object, obtained from the function hddc.

Value

A list of two elements: A list of two elements:

Examples

# Clustering of the Crabs data set
data(Crabs)
prms = hddc(Crabs[,-1], K=1:10)
slope = slopeHeuristic(prms)
plot(slope$crit) # The best model is indeed for 4 clusters
prms$all_results[[slope$best_model]] # we extract the best model