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What is Understanding Clustering Algorithms about?

The document discusses hierarchical clustering, which groups data objects into a tree of clusters. It begins with agglomerative hierarchical clustering, which starts with each object in its own cluster and then iteratively merges the closest pairs of clusters. It describes single, complete, and average linkage approaches to defining the distance between clusters. The document provides an example of hierarchical clustering applied to distances between Italian cities using single linkage. It shows the step-by

Author

Syamasree Raha

Language

EN