Which of the following statements about hierarchical clustering is true? a. Because of its nested design, hierarchical

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Which of the following statements about hierarchical clustering is true?

a. Because of its nested design, hierarchical clustering will find the set of k clusters that maximizes the average silhouette meaure for all possible values of k.

b. For the same number of clusters and same distance measure, the clusters resulting from a k-means approach and a hierarchical approach will be the same.

c. Hierarchical clustering is not affected by outliers.

d. A dendrogram shows how to group observations into varying numbers of clusters.

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Business Analytics

ISBN: 9780357902219

5th Edition

Authors: Jeffrey D. Camm, James J. Cochran, Michael J. Fry, Jeffrey W. Ohlmann

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