What limitations does HDBSCAN address?
Insightful. Always useful to know the limitations of an algorithm from the PoV of input data
HDBSCAN is not actually scale invariant. It is very robust to scale changes, but technically there exist scale changes that will result in different clusterings for almost any dataset that has multiple clusters.
Insightful. Always useful to know the limitations of an algorithm from the PoV of input data
HDBSCAN is not actually scale invariant. It is very robust to scale changes, but technically there exist scale changes that will result in different clusterings for almost any dataset that has multiple clusters.