Bayesian Networks: Summary
Bayesian networks: an efficient and effective representation of probability distributions
Efficient:
- Local models
- Independence (d-separation)
Effective: Algorithms take advantage of structure to
- Compute posterior probabilities
- Compute most probable instantiation
- Decision making
But there is more: statistical induction ? LEARNING