package prbnmcn-clustering

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Parameters
Signature

prbnmcn-clustering
- Clustering
  - Agglomerative
    
    Element_set
    
    Make
    
    E
    
    S
  - Helpers
  - Intf
    
    Metric
  - K_means
    
    Element
    
    Make
    
    E
  - K_medoids
    
    Make
    
    E
  - MultiStart

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Make takes as first argument a module E : Element of elements admitting the structure of a metric space. The second argument of Make is a module endowing sets of elements with the structure of a metric space.

Parameters

module E : Intf.Metric

module S : Element_set with type elt = E.t

Signature

type cluster = {

set : S.t;
tree : tree;
uid : int;

}

and tree =

| Node of cluster * cluster
| Leaf

val cluster : E.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.