Cluster Analysis via Random Partition Distributions

David B. Dahl, Jacob Andros, J. Brandon Carter

Hierarchical and k-medoids clustering are deterministic clustering algorithms based on pairwise distances. Using these same pairwise distances, we propose a novel stochastic cluste…