Convergence rate of the fuzzy generalized nearest neighbor rule

DOI10.1016/0898-1221(94)90071-XzbMath0794.60022MaRDI QIDQ1324336

Chih-Tien Chen, Miin-Shen Yang

Publication date: 28 August 1994

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

zbMATH Keywords

convergence ratestrong consistencyconvergence rate of posterior risk of the fuzzy generalized nearest neighbor rule

Mathematics Subject Classification ID

Asymptotic properties of nonparametric inference (62G20) Limit theorems in probability theory (60F99)

Related Items (1)

A survey of fuzzy clustering

Cites Work

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• Generalized k-nearest neighbor rules
• On the asymptotic probability of error in nonparametric discrimination
• A fuzzy extended \(k\)-nearest neighbors rule
• A fuzzy version of the \(K\)-NN method
• On a class of fuzzy classification maximum likelihood procedures
• On strong consistency of the fuzzy generalized nearest neighbor rule
• Distribution-free exponential error bound for nearest neighbor pattern classification
• Probability Inequalities for Sums of Bounded Random Variables
• Nearest neighbor pattern classification
• Convergence of the nearest neighbor rule

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