Linkage Methods |
The Linkage type exposes the following members.
Name | Description | |
---|---|---|
CentroidLinkage | Computes the distance between two clusters as the difference between centroids. | |
CompleteLinkage | Computes the distance between two clusters as the greatest distance between any two objects in the different clusters (furthest neighbors). | |
MedianLinkage | Computes the distance between two clusters as the difference between centroids, using the size of each cluster as a weighting factor. | |
SingleLinkage | Computes the distance between two clusters as the distance of the two closest objects (nearest neighbors) in the clusters. | |
UnweightedAverageLinkage | Computes the distance between two clusters as the average distance between all pairs of objects in the two different clusters. | |
WardLinkage | Computes the distance between two clusters using Ward's method. | |
WeightedAverageLinkage | Computes the distance between two clusters as the average distance between all pairs of objects in the two different clusters, using the size of each cluster as a weighting factor. |