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Strong consistency of an estimate of the asymptotic error probability of the nearest neighbor rule (Corresp.)

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1 Author(s)

LetRbe the asymptotic error probability of the nearest neighbor rule (NNR). A particular estimate ofRfromn-classified samples, known to converge toRin probability asnincreases to infinity, is shown to actually converge with probability 1 toRwhenever the NNR itself converges with probability 1.

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Information Theory, IEEE Transactions on  (Volume:19 ,  Issue: 1 )