Discriminative Parameter Learning of General Bayesian Network Classifiers.
Bin ShenXiaoyuan SuRussell GreinerPetr MusílekCorrine ChengPublished in: ICTAI (2003)
Keyphrases
- bayesian network classifiers
- discriminative parameter learning
- bayesian networks
- naive bayes
- discriminative learning
- benchmark data sets
- classification accuracy
- structure learning
- class imbalance
- naive bayes classifier
- feature selection
- knn
- data sets
- variable selection
- object detection
- maximum likelihood
- logistic regression
- parameter learning
- decision trees
- conditional likelihood
- tree augmented naive bayes
- learning algorithm