Data mining tasks and methods: Classification: Bayesian classification
Nir Friedman, Ronny Kohavi · Oxford University Press eBooks · 2002
Bayesian classification addresses the classification problem by learning the distribution of instances given different class values. We review the basic notion of Bayesian classification, describe in some detail the naive Bayesian classifier, and briefly discuss some extensions.