Describe each of the following clustering algorithms in terms of the following criteria: (1) shapes of clusters

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Describe each of the following clustering algorithms in terms of the following criteria: (1) shapes of clusters that can be determined; (2) input parameters that must be specified; and (3) limitations.

a. \(k\)-means

b. \(k\)-medoids

c. BIRCH

d. DBSCAN*

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Data Mining Concepts And Techniques

ISBN: 9780128117613

4th Edition

Authors: Jiawei Han, Jian Pei, Hanghang Tong

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