Package de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical

Hierarchical agglomerative clustering (HAC).

See: Description

Interface Summary

Interface	Description
HierarchicalClusteringAlgorithm	Interface for hierarchical clustering algorithms.
LinkageMethod	Abstract interface for implementing a new linkage method into hierarchical clustering.

Class Summary

Class	Description
CentroidLinkageMethod	Centroid linkage clustering method, aka UPGMC: Unweighted Pair-Group Method using Centroids.
CentroidLinkageMethod.Parameterizer	Class parameterizer.
CompleteLinkageMethod	Complete-linkage clustering method.
CompleteLinkageMethod.Parameterizer	Class parameterizer.
ExtractFlatClusteringFromHierarchy	Extract a flat clustering from a full hierarchy, represented in pointer form.
ExtractFlatClusteringFromHierarchy.Parameterizer	Parameterization class.
GroupAverageLinkageMethod	Group-average linkage clustering method.
GroupAverageLinkageMethod.Parameterizer	Class parameterizer.
MedianLinkageMethod	Median-linkage clustering method: Weighted pair group method using centroids (WPGMC).
MedianLinkageMethod.Parameterizer	Class parameterizer.
NaiveAgglomerativeHierarchicalClustering<O>	Hierarchical Agglomerative Clustering (HAC) is a classic hierarchical clustering algorithm.
NaiveAgglomerativeHierarchicalClustering.Parameterizer<O>	Parameterization class
PointerHierarchyRepresentationResult	The pointer representation of a hierarchical clustering.
SingleLinkageMethod	Single-linkage clustering method.
SingleLinkageMethod.Parameterizer	Class parameterizer.
SLINK<O>	Implementation of the efficient Single-Link Algorithm SLINK of R.
SLINK.Parameterizer<O>	Parameterization class.
WardLinkageMethod	Ward's method clustering method.
WardLinkageMethod.Parameterizer	Class parameterizer.
WeightedAverageLinkageMethod	Weighted average linkage clustering method.
WeightedAverageLinkageMethod.Parameterizer	Class parameterizer.

Enum Summary

Enum	Description
ExtractFlatClusteringFromHierarchy.OutputMode	Output mode.
ExtractFlatClusteringFromHierarchy.ThresholdMode	Threshold mode.

Package de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical Description

Hierarchical agglomerative clustering (HAC).