A parametrically-defined nearest neighbor distance measure
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A parametrically-directed nearest neighbor procedure is developed to reduce the error between asymptotic and finite sample risk. Two examples are given.
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[2] Keinosuke Fukunaga,et al. The optimal distance measure for nearest neighbor classification , 1981, IEEE Trans. Inf. Theory.