Hierarchical Clustering Tutorial
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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Contents
The topics of the tutorial are as follow:
DendogramHierarchical Clustering Algorithm
From Object features to Distance matrix
Linkage between Objects
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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