Discriminative Scoring of Bayesian Network Classifiers: a Comparative Study.
A. J. FeeldersJevgenijs IvanovsPublished in: Probabilistic Graphical Models (2006)
Keyphrases
- bayesian network classifiers
- discriminative parameter learning
- discriminative learning
- bayesian networks
- conditional likelihood
- structure learning
- naive bayes classifier
- naive bayes
- knn
- benchmark data sets
- feature selection
- variable selection
- classification accuracy
- machine learning
- class imbalance
- parameter estimation
- maximum margin
- probability distribution
- probabilistic model
- decision trees