Universal consistency of the \(k\)-NN rule in metric spaces and Nagata dimension. II

DOI10.1051/ps/2024002MaRDI QIDQ6617087

Vladimir G. Pestov, Sushma Kumari

Publication date: 10 October 2024

Published in: European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics (Search for Journal in Brave)

zbMATH Keywords

Heisenberg groupuniversal consistencyNagata dimensionstrong universal consistency\(k\)-NN classifierdistance tiessigma-finite dimensional metric spacesde groot dimensionLebesgue-Besicovitch property

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Dimension theory in general topology (54F45)

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