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
and
- is described by the following expressions:
|
where
-
and
are two sets of objects (clusters); -
and
are the numbers of objects in clusters
and
respectively; -
and
are the mean vectors of the first and the second clusters, respectively; -
is the distance between vectors
and
.
See also: the chapter in XLMiner help , and the short online courses
Data Mining: Unsupervised Techniques ,

