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An upper bound on the asymptotic error probability on the k-nearest neighbor rule for multiple classes (Corresp.)

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2 Author(s)

IfR_{k}, denotes the asymptotic error probability of thek- nearest neighbor rule forMclasses andRastdenotes the Bayes probability of error, then conditions are given that yieldR_{k} - Rast leq sqrt{MR{1}/k}.

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Information Theory, IEEE Transactions on  (Volume:24 ,  Issue: 4 )