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Single Linkage Algorithm Uses Dendrogram . Also let n k =n i +n j. In all four methods the height of each node in the dendrogram is proportional to the dissimilarity between its children, measured as the euclidean distance between instances. Dendrogram of cluster analysis using Ward Linkage from www.researchgate.net In practice, however this is not an attractive option because it requires storing the interpoint distance matrix. We pay attention solely to the area where the two clusters come closest to each other. Metric str or function, optional.