Efficient parameter learning of Bayesian network classifiers.
Nayyar Abbas ZaidiGeoffrey I. WebbMark James CarmanFrançois PetitjeanWray L. BuntineMike HynesHans De SterckPublished in: Mach. Learn. (2017)
Keyphrases
- bayesian network classifiers
- parameter learning
- structure learning
- bayesian networks
- discriminative parameter learning
- generative model
- discriminative learning
- em algorithm
- naive bayes
- conditional random fields
- markov random field
- statistical learning
- parameter estimation
- maximum likelihood
- naive bayes classifier
- graphical models
- feature selection
- semi supervised learning
- transfer learning
- belief propagation
- class imbalance