Bayesian decision rules to classification problems

DOI10.1111/anzs.12325zbMath1521.62101OpenAlexW3165880189MaRDI QIDQ6075114

Yuqi Long, Xingzhong Xu

Publication date: 20 October 2023

Published in: Australian & New Zealand Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/anzs.12325

zbMATH Keywords

decision theoryoracle propertyposterior predictive distributionBayes classification rule

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10)

Cites Work

• Sparse linear discriminant analysis by thresholding for high dimensional data
• Accurate Bayesian data classification without hyperparameter cross-validation
• A lower bound on the performance of the quadratic discriminant function
• A Bayesian decision theory approach to classification problems
• Discrimination with Many Variables
• A note on learning for Gaussian properties
• On a Statistical Problem Arising in the Classification of an Individual into One of Two Groups
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