Robustness of decision rules in multivariate classification problems

DOI10.1007/BF01083650zbMath0638.62059OpenAlexW2021813452MaRDI QIDQ1099545

A. G. Medvedev, Yuriy S. Kharin

Publication date: 1988

Published in: Journal of Soviet Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf01083650

zbMATH Keywords

pattern recognitionrisk functionplug-in ruleasymptotic behaviour of estimatorsminimum-risk classificationrobustness of classification schemes

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10) Robustness and adaptive procedures (parametric inference) (62F35)

Cites Work

• Learning to recognize patterns with a probabilistic teacher
• On the measurability and consistency of minimum contrast estimates
• Sample-Based Classification Procedures Derived from Density Estimators
• Unnamed Item

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