Bounds on the Bayes classification error based on pairwise risk functions

DOI10.1109/34.3891zbMath0638.62060OpenAlexW2169090105MaRDI QIDQ3779602

F. D. Garber, Abdelhak Djouadi

Publication date: 1988

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1109/34.3891

zbMATH Keywords

AlgorithmsBayes risknearest neighborasymptotic riskrisk estimationNumerical examplespatter recognitionbounds on error probabilitygeneral M-class casemultiple, composite- hypothesis classification

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10) Probabilistic methods, stochastic differential equations (65C99)

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