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Which of the following BEST describes why it is advised to run the - means clustering algorithm several times with different initial centroids? A. The

Which of the following BEST describes why it is advised to run the - means clustering algorithm several times with different initial centroids?

A. The objective function is not convex

B. The algorithm is likely to suffer numerical overflows, hence the re-runs

C. Each successive run will yield better performance

D. The number of clusters might be different for each run.

E. None of the above

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