Predicting the Number of Distinct Elements in a Multiset
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The bounds of the number of comparisons are obtained for the problem of determining whether the number of distinct elements in a given multiset is no more than a given threshold value. Those bounds are asymptotically optimal within constant factors. Two models of the algorithm are considered to derive those bounds.