Package elki.clustering.hierarchical.linkage

Linkages for hierarchical clustering.

Interface Summary

Interface	Description
GeometricLinkage	Geometric linkages, in addition to the combination with Lance-Williams-Equations, these linkages can also be computed by aggregating data points (for vector data only).
Linkage	Abstract interface for implementing a new linkage method into hierarchical clustering.

Class Summary

Class	Description
CentroidLinkage	Centroid linkage — Unweighted Pair-Group Method using Centroids (UPGMC).
CentroidLinkage.Par	Class parameterizer.
CompleteLinkage	Complete-linkage ("maximum linkage") clustering method.
CompleteLinkage.Par	Class parameterizer.
FlexibleBetaLinkage	Flexible-beta linkage as proposed by Lance and Williams.
FlexibleBetaLinkage.Par	Parameterization class.
GroupAverageLinkage	Group-average linkage clustering method (UPGMA).
GroupAverageLinkage.Par	Class parameterizer.
MedianLinkage	Median-linkage — weighted pair group method using centroids (WPGMC).
MedianLinkage.Par	Class parameterizer.
MinimumVarianceLinkage	Minimum increase in variance (MIVAR) linkage.
MinimumVarianceLinkage.Par	Class parameterizer.
SingleLinkage	Single-linkage ("minimum") clustering method.
SingleLinkage.Par	Class parameterizer.
WardLinkage	Ward's method clustering method.
WardLinkage.Par	Class parameterizer.
WeightedAverageLinkage	Weighted average linkage clustering method (WPGMA).
WeightedAverageLinkage.Par	Class parameterizer.