Entropy-based Pruning for Learning Bayesian Networks using BIC.
Cassio P. de CamposMauro ScanagattaGiorgio CoraniMarco ZaffalonPublished in: CoRR (2017)
Keyphrases
- learning bayesian networks
- incomplete data
- bayesian networks
- statistical data
- structure learning
- bayesian information criterion
- search space
- model selection
- conditional independence
- missing data
- missing values
- bayesian network structures
- em algorithm
- marginal likelihood
- cross validation
- maximum likelihood
- sample size
- graphical models
- feature space
- machine learning