Hierarchical Clustering Tutorial

By Kardi Teknomo, PhD.

In this hierarchical clustering tutorial, you will learn step by step on how to compute manually hierarchical clustering using agglomerative technique and validate the clustering using Cophenetic Correlation Coefficient. The topics of the tutorial are as follow:

What is Clustering?

Dendogram

Single Linkage Hierarchical Clustering
Complete Linkage Hierarchical Clustering
Average Group Hierarchical Clustering
Centroid Hierarchical Clustering
Ward's Linkage Hierarchical Clustering
SAHN Clustering method

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Preferable reference for this tutorial is

Teknomo, Kardi. (2009) Hierarchical Clustering Tutorial.
http://people.revoledu.com/kardi/tutorial/clustering/