geosnap.analyze.analytics.hdbscan

geosnap.analyze.analytics.hdbscan(X, min_cluster_size=5, gen_min_span_tree=True, **kwargs)[source]

Clustering with Hierarchical DBSCAN

Parameters
Xarray-like

n x k attribute data

min_cluster_sizeint, default: 5

the minimum number of points necessary to generate a cluster

gen_min_span_treebool

Description of parameter gen_min_span_tree (the default is True).

Returns
model: hdbscan HDBSCAN instance