On Discriminative Parameter Learning of Bayesian Network Classifiers.
Franz PernkopfMichael WohlmayrPublished in: ECML/PKDD (2) (2009)
Keyphrases
- bayesian network classifiers
- discriminative parameter learning
- bayesian networks
- discriminative learning
- naive bayes
- structure learning
- classification accuracy
- variable selection
- data sets
- benchmark data sets
- naive bayes classifier
- generative model
- class imbalance
- parameter learning
- conditional likelihood
- random variables
- knn
- tree augmented naive bayes
- feature selection