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Why not use Density Cluster based on this 2014 Science Paper? http://science.sciencemag.org/content/344/6191/1492 http://science.sciencemag.org/content/344/6191
by Wei-1 10y ago
Why not use Density Cluster based on this 2014 Science Paper?
http://science.sciencemag.org/content/344/6191/1492 http://science.sciencemag.org/content/344/6191/1492
- mattnedrich 10y agoIs it included in sklearn?
- lmcinnes 10y agoDesnity Peak clustering is an interesting idea, but is still centroid based and will have many of the same issues as K-Means (but may pick better centroids for this case). It also involves a little bit of parameter tuning (particularly with regard to bandwidth), and can be relatively slow if not suitably accelerated with space indexing structures such as kd-trees or cover-trees.