com.aliasi.cluster

Interface HierarchicalClusterer<E>

Type Parameters:

E - the type of objects being clustered

All Superinterfaces:

Clusterer<E>

All Known Implementing Classes:

AbstractHierarchicalClusterer, CompleteLinkClusterer, SingleLinkClusterer

public interface HierarchicalClusterer<E>
extends Clusterer<E>

The HierarchicalClusterer interface defines a means of clustering a set of objects into a hierarchy of clusters.

The class Dendrogram is used to represent the results of a hierarchical clustering. From a dendrogram, it is possible to retrieve clusterings as sets of sets as defined in the super-interface Clusterer. These clusterings may be retrieved by requiring clusters to have elements within a given distance, or by taking the best k clusters. See the Dendrogram class documentation for more information, as well as the hieararchical clusterer implementations, which explain how they implement Clusterer in terms of HierarchicalClusterer.

Since:

LingPipe2.0

Version:

3.0

Author:

Bob Carpenter

Method Summary

Methods

Modifier and Type	Method and Description
Dendrogram<E>	hierarchicalCluster(Set<? extends E> elements) Return the dendrogram representing the complete hierarchical clustering of the specified elements.

Methods inherited from interface com.aliasi.cluster.Clusterer

cluster

Method Detail

hierarchicalCluster

Dendrogram<E> hierarchicalCluster(Set<? extends E> elements)

Return the dendrogram representing the complete hierarchical clustering of the specified elements.

Parameters:

elements - Set of elements to cluster.

Returns:

The dendrogram representing the hierarchical clustering of the elements.