On the rate of convergence of nearest neighbor rules (Corresp.)

DOI10.1109/TIT.1978.1055898zbMath0433.62027MaRDI QIDQ3871744

László Györfi

Publication date: 1978

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

zbMATH Keywords

nearest neighbor rule estimatesrate of convergence of nearest neighbor rules

Mathematics Subject Classification ID

Nonparametric estimation (62G05)

Related Items (6)

Classification in general finite dimensional spaces with the \(k\)-nearest neighbor rule ⋮ Transfer learning for nonparametric classification: minimax rate and adaptive classifier ⋮ Optimal functional supervised classification with separation condition ⋮ Choice of neighbor order in nearest-neighbor classification ⋮ A classification procedure using the multiple Fourier series ⋮ Tnn: a transfer learning classifier based on weighted nearest neighbors

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