Package elki.clustering.hierarchical.linkage
Linkages for hierarchical clustering.
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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.