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Add documentation and verification routine(s) for clustering benchmark #1

@lam2mo

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@lam2mo

From Pavel:

"The code computes a statistical measure of closeness between every pair of objects; that statistical measure divides the points into clusters, but is it the measure that matters, or only the number and shape of clusters?"

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