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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.
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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
Numerical Example Online Hierarchical Clustering Cophenetic Correlation Coefficient Resources on Hierarchical Clustering
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This tutorial is copyrighted.
Preferable reference for this tutorial is
Teknomo, Kardi. (2009) Hierarchical Clustering Tutorial. http://people.revoledu.com/kardi/tutorial/clustering/
