On Bayesian Network Classifiers with Reduced Precision Parameters.
Sebastian TschiatschekFranz PernkopfPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2015)
Keyphrases
- bayesian network classifiers
- structure learning
- parameter learning
- bayesian networks
- parameter estimation
- maximum likelihood
- discriminative learning
- benchmark data sets
- conditional likelihood
- naive bayes
- expectation maximization
- neural network
- classification accuracy
- cross validation
- class imbalance
- naive bayes classifier