Question: Suppose that for a dataset, there are m points and K clusters. Half the points and clusters are in more dense regions, while the other

Suppose that for a dataset, there are m points and K clusters. Half the points and clusters are in "more dense" regions, while the other half are in "less dense" regions. The regions are well-separated. To minimize the squared error when finding K clusters, evaluate the following: 1.1. Centroids should be equally distributed between more dense and less dense regions

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