Approximating bounded tree-width Bayesian network classifiers with OBDD.
Karine ChubarianGyörgy TuránPublished in: PGM (2020)
Keyphrases
- bayesian network classifiers
- tree width
- structure learning
- discriminative learning
- bayesian networks
- naive bayes
- knn
- benchmark data sets
- markov networks
- naive bayes classifier
- class imbalance
- classification accuracy
- logic programs
- feature selection
- shortest path
- decision trees
- markov random field
- np complete
- feature space