Agglomerative (Hierarchical) Clustering — Glossary

agglomerative

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Definition

Bottom-up clustering that merges the closest samples/clusters step by step into a tree. The linkage rule (ward, complete, average) controls how cluster distance is measured.

Examples

Ward linkage dendrogram cut at k=3.

Related terms

Clustering Linkage Rule K-Means Clustering