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Statistical Glossary

Average Group Linkage:

The average group linkage is a method of calculating distance between clusters in hierarchical cluster analysis . The linkage function specifying the distance between two clusters is computed as the distance between the average values (the mean vectors or centroids ) of the two clusters.

Mathematically the linkage function - the distance between clusters Math image and Math image - is described by the following expressions:

where
  • Math image and Math image are two sets of objects (clusters);

  • Math image and Math image are the numbers of objects in clusters Math image and Math image respectively;

  • Math image and Math image are the mean vectors of the first and the second clusters, respectively;

  • Math image is the distance between vectors Math image and Math image .

See also: the chapter in XLMiner help , and the short online courses

Cluster Analysis ,

Data Mining: Unsupervised Techniques ,

Introduction to Data Mining .

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