Affine-invariant depth-based classifiers on the basis of the k-nearest neighbors method

DOI10.15407/DOPOVIDI2016.02.025zbMath1363.62057OpenAlexW2589982404MaRDI QIDQ2818874

O. A. Galkin

Publication date: 27 September 2016

Published in: Reports of the National Academy of Sciences of Ukraine (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.15407/dopovidi2016.02.025

zbMATH Keywords

symmetrisationdepth-based classifiernonparametric consistency

Mathematics Subject Classification ID

Asymptotic properties of nonparametric inference (62G20) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

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