Convex Combinations of Maximum Margin Bayesian Network Classifiers.
Sebastian TschiatschekFranz PernkopfPublished in: ICPRAM (1) (2012)
Keyphrases
- bayesian network classifiers
- maximum margin
- discriminative learning
- support vector
- markov networks
- learning algorithm
- hyperplane
- pattern classification
- multi task
- bayesian networks
- generalization error
- support vector machine
- graphical models
- naive bayes
- cross validation
- data sets
- maximum likelihood
- bayesian inference
- classification accuracy
- boosting algorithms