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a . Given a dataset and a value k , let t vary from 0 to a very large value. When does Leader Clustering produce

a. Given a dataset and a value k, let t vary from 0 to a very large value. When does Leader Clustering produce more, the same number, or fewer clusters than k-means, assuming that the k initial centers are the same for both? When will the clusterings produced by Leader Clustering and k-means be identical?
b. Which of the two methods, k-means or Leader Clustering, will be best at dealing with outliers (data instances that are far away or very different to the other instances in the dataset)? Explain.

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