package prbnmcn-clustering

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Make takes as argument a module endowing sets of elements with the structure of a metric space.

Parameters

module S : Element_set

type cluster = {

set : S.t;
(*
The set of elements corresponding to this cluster.
*)
tree : tree;
(*
The tree of subclusters contained in this cluster.
*)
merged_at : float;
(*
The distance between sub-clusters (0.0 in case tree = Leaf)
*)
uid : int;

}

and tree =

val cluster : S.elt list -> cluster

val cluster_with_initial : S.t list -> cluster

val truncate : cluster -> int -> S.t list

truncate c depth returns all the sub-clusters at depth depth. The depth of the root is 0.

val all_clusters : cluster -> (S.t * int) list

Returns all clusters along their depths.