Distances
Between the samples in the data set for interval type of the data
-
Euclidian distance
-
Manhattan distance
-
Chebychev distance
Distances
Between the samples in the data set for interval type of the data
Euclidian distance
Manhattan distance
Chebychev distance
Average linkage
the average distance between all of the samples belonging to two different clusters
where 
and
- number of samples
included in the clusters 
and
respectively
Centroid linkage
the distance between the centres of two clusters
where 
, 
Complete linkage
the distance between the most remote samples belonging to two different clusters
Single linkage
the closest distance between two samples belonging to two different clusters
Average to centroids linkage
the distance between the centre of a cluster and all of samples belonging to a different cluster
Hausdorff metric
the maximal distance from samples of one cluster to the nearest sample of another cluster
,
where
,
Complete diameter
the distance represents the distance between the most remote samples belonging to the same cluster
Average diameter
the distance defines the average distance between all of the samples belonging to the same cluster
Centroid diameter
the distance reflects the double average distance between all of the samples and the cluster’s centre
,
