DBSCAN

DBSCAN

A model type for constructing a dbscan, based on MLJScikitLearnInterface.jl, and implementing the MLJ model interface.

From MLJ, the type can be imported using

DBSCAN = @load DBSCAN pkg=MLJScikitLearnInterface

Do model = DBSCAN() to construct an instance with default hyper-parameters. Provide keyword arguments to override hyper-parameter defaults, as in DBSCAN(eps=...).

Density-Based Spatial Clustering of Applications with Noise. Finds core samples of high density and expands clusters from them. Good for data which contains clusters of similar density.