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Glossary: Unsupervised Learning

HDBSCAN (hierarchical DBSCAN)

Also written: HDBSCAN

A version of DBSCAN that effectively tries every `eps` and keeps the clusters that last longest, so it handles areas of different density. Its main setting is `min_cluster_size`, and it gives each point a membership strength.

Where the book teaches it

Related terms

min_cluster_sizenoise