Conclusions
Cartesian Product Attributes
- Allow joint probabilities to be estimated from data
- Improve accuracy of Bayesian Classifier
- Improve accuracy of PEBLS
- Require data to be discretized
- IncreasesBSEJ
- Wrapper approachesAccuracy gained by from joint probability estimates rather than product of individual probabilities
- Accuracy lost due to imprecision of estimating joint probabilities