Question: Use an example to show why the k-means algorithm may not find the global optimum, that is, optimizing the within-cluster variation. OR Investigate, summarize and

Use an example to show why the k-means algorithm may not find the global optimum, that is, optimizing the within-cluster variation.

OR

Investigate, summarize and write, how can we determine the optimum value of K in k-means algorithm.

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