DBSCANConfig

Properties

eps

numberdefault 0.5> 0

Radius of neighborhood.

min_points

integerdefault 5≥ 1

Minimum number of points in a neighborhood to form a cluster.

border_points

booleandefault true

Assign border points to clusters.

search

stringdefault "kdtree"

Nearest neighbor search strategy.

one of"kdtree""linear""dist"

bucket_size

integerdefault 100≥ 1

Size of buckets for the k-d tree search.

split_rule

stringdefault "SUGGEST"

Rule for splitting the k-d tree.

one of"SUGGEST""STD""MIDPT""FAIR""SL_MIDPT""SL_FAIR"

approx

booleandefault false

Use approximate nearest neighbor search.

weights

number[] | null≥ 1 items

Optional weights for data points. null = unweighted.

Relationships