On the multistage Bayes classifier

DOI10.1016/0031-3203(88)90049-0zbMath0645.62066OpenAlexW2002118090MaRDI QIDQ1103304

Marek W. Kurzyński

Publication date: 1988

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0031-3203(88)90049-0

zbMATH Keywords

optimal strategyrisk minimizationseparability problemdecision tree schememultistage Bayes classifiermultistage classifiermultistage recognition strategytree skeleton

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10) Pattern recognition, speech recognition (68T10) Markov and semi-Markov decision processes (90C40) Artificial intelligence (68T99)

Related Items (4)

Distinguishing between mean, variance and autocorrelation changes in statistical quality control ⋮ Classification error in Bayes multistage recognition task with fuzzy observations ⋮ Imprecise information in Bayes classifier ⋮ Iterative Learning in Repetitive Optimal Control of Linear Dynamic Processes

Cites Work

• Unnamed Item
• Dynamic programming and stochastic control
• The optimal strategy of a tree classifier
• Sequential methods in pattern recognition and machine learning
• Decision Making in Context
• Statistical Properties of Error Estimators in Performance Assessment of Recognition Systems
• Multiclass Pattern Recognition Systems Based on Independent Subrecognition Systems

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