On Supervised Selection of Bayesian Networks
Petri KontkanenPetri MyllymäkiTomi SilanderHenry TirriPublished in: CoRR (2013)
Keyphrases
- bayesian networks
- probabilistic reasoning
- learning bayesian networks
- learning algorithm
- semi supervised
- probability distribution
- machine learning
- conditional independence
- conditional probabilities
- supervised learning
- probabilistic model
- graphical models
- unsupervised learning
- supervised classification
- structure learning
- artificial intelligence
- bayesian belief networks
- data sets
- inference in bayesian networks
- face recognition
- case study
- knowledge base
- probabilistic inference
- information systems
- selection strategy