The guaranteed estimation of the Lipschitz classifier accuracy: confidence set approach

DOI10.1016/j.jkss.2011.07.005zbMath1296.62121OpenAlexW2047434092MaRDI QIDQ744745

Andrey V. Timofeev

Publication date: 26 September 2014

Published in: Journal of the Korean Statistical Society (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jkss.2011.07.005

zbMATH Keywords

confidence setclassifier accuracyLipschitz classifiers

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Parametric tolerance and confidence regions (62F25) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• UCI-ml

Cites Work

• On embedding uniform and topological spaces
• Learning Theory and Kernel Machines
• Learning Theory and Kernel Machines
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