Discriminative parameter learning for Bayesian networks.
Jiang SuHarry ZhangCharles X. LingStan MatwinPublished in: ICML (2008)
Keyphrases
- bayesian network classifiers
- discriminative parameter learning
- bayesian networks
- structure learning
- tree augmented naive bayes
- naive bayes
- discriminative learning
- parameter learning
- classification accuracy
- markov blanket
- conditional independence
- random variables
- graphical models
- logistic regression
- probabilistic inference
- conditional likelihood
- probability distribution
- bayesian network structure
- bayesian network models
- posterior probability
- data sets
- maximum likelihood
- decision trees
- feature selection
- machine learning