article Open AccessTop 1% cited
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Machine Learning · 1997 · Vol. 29(2-3) · pp. 103–130
Pedro Domingos✉(University of California, Irvine)Michael J. Pazzani(University of California, Irvine)
Bayesian Modeling and Causal InferenceMachine Learning and Data ClassificationImbalanced Data Classification TechniquesClassifier (UML)Quadratic classifierArtificial intelligenceBayesian probabilityA priori and a posterioriMathematicsMachine learningComputer scienceMargin classifierQuadratic equation
Funding
- Air Force Office of Scientific Research
Citations
3,052
FWCI
35.67
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References
49
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100%
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References
Bayesian Network Classifiers
Machine Learning · 1997 · 4,702 citations
The CN2 Induction Algorithm
Machine Learning · 1989 · 2,011 citations
The CN2 induction algorithm
Machine Learning · 1989 · 991 citations
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