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Distance between Clusters
\[dist(K_{i}, K_{j}) = min(t_{ip}, t_{jq})\] |
- Complete link: largest distance between an element in one cluster and an element in the other, i.e.,
\[dist(K_{i}, K_{j}) = max(t_{ip}, t_{jq})\]
- Average: avg distance between an element in one cluster and an element in the other, i.e.,
\[dist(K_{i}, K_{j}) = avg(t_{ip}, t_{jq})\]
- Centroid: distance between the centroids of two clusters, i.e.,
\[dist(K_{i}, K_{j}) = dist(C_{i}, C_{j})\]
- Medoid: distance between the medoids of two clusters, i.e.,
\[dist(K_{i}, K_{j}) = dist(M_{i}, M_{j})\]- Medoid: a chosen, centrally located object in the cluster
- Medoid: a chosen, centrally located object in the cluster
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