A tree augmented classifier based on extreme imprecise Dirichlet model

DOI10.1016/j.ijar.2010.08.007zbMath1348.68187OpenAlexW2123359121MaRDI QIDQ622264

Giorgio Corani, Cassio Polpo de Campos

Publication date: 31 January 2011

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: http://www.eeecs.qub.ac.uk/~c.decampos/publist/papers/corani2010a.pdf

zbMATH Keywords

classificationimprecise Dirichlet modelnaive credal classifierTANC

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Learning extended tree augmented naive structures ⋮ The multilabel naive credal classifier

Uses Software

• UCI-ml
• JNCC2

Cites Work

• On the optimality of the simple Bayesian classifier under zero-one loss
• Bayesian network classifiers
• Tree-based credal networks for classification
• Exact credal treatment of missing data
• An introduction to the imprecise Dirichlet model for multinomial data
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