What would cause kmeans to not return k clusters? As I tweak parameters I get different numbers of clusters but it's usually less than the k I pass in. Since I am not using canopies at present I would expect k to always be honored but the quality of the clusters would depend on the convergence amount and number of iterations allowed. No?

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