CHOICE OF THE SMOOTHING PARAMETER AND EFFICIENCY OF k-NEAREST NEIGHBOR CLASSIFICATION

Author:

ENAS GREGORY G.,CHOI SUNG C.

Publisher

Elsevier

Reference11 articles.

1. Estimation by the nearest-neighbor rule;Cover;IEEE Trans. Inf. Theory,1968

2. Nearest neighbor pattern classification;Cover;IEEE Trans. Inf. Theory,1967

3. On the equality of Cover and Hart in nearest neighbor discrimination;Devroye;IEEE Trans. Pattern Anal. Mach. Intell.,1981

4. On the asymptotic probability of error in nonparametric discrimination;Devroye;Ann. Stat.,1981

5. F. R Fisher, K-nearest neighbor rules. Ph.D. Dissertation, School of Electrical Engineering, Purdue University, Lafeyette, IN (1971).

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