A Comparison of Novel and State-of-the-Art Polynomial Bayesian Network Learning Algorithms.
Laura E. BrownIoannis TsamardinosConstantin F. AliferisPublished in: AAAI (2005)
Keyphrases
- bayesian networks
- learning algorithm
- training data
- machine learning algorithms
- machine learning
- bayesian network structures
- active learning
- probabilistic inference
- support vector
- graphical models
- learning bayesian networks
- incomplete data
- learning tasks
- learning rate
- bayesian network inference
- bayesian network classifiers
- efficient learning
- probabilistic reasoning
- structure learning
- causal relationships
- learning problems
- back propagation
- probabilistic model
- learning process