Improved algorithm based on mutual information for learning Bayesian network structures in the space of equivalence classes.
Bing-Han LiSan Yang LiuZhan Guo LiPublished in: Multim. Tools Appl. (2012)
Keyphrases
- equivalence classes
- bayesian network structures
- equivalence class
- learning bayesian networks from data
- improved algorithm
- mutual information
- bayesian network structures from data
- learning bayesian networks
- structure learning
- bayesian networks
- directed acyclic graph
- first order logic
- incremental learning
- model selection
- search algorithm
- similarity measure
- learning algorithm
- machine learning