diff --git a/lib/scholar/cluster/optics.ex b/lib/scholar/cluster/optics.ex index c5de109a..c6548b78 100644 --- a/lib/scholar/cluster/optics.ex +++ b/lib/scholar/cluster/optics.ex @@ -1,7 +1,8 @@ defmodule Scholar.Cluster.OPTICS do @moduledoc """ - OPTICS (Ordering Points To Identify the Clustering Structure) is an algorithm + OPTICS (Ordering Points To Identify the Clustering Structure) is an algorithm for finding density-based clusters in spatial data. + It is closely related to DBSCAN, finds core sample of high density and expands clusters from them. Unlike DBSCAN, keeps cluster hierarchy for a variable neighborhood radius. Clusters are then extracted using a DBSCAN-like