Reducing Misclassification Costs
Inductive
- Decision Tree
- Estimating Class Probabilities
- Decision Lists - Reduced Cost Ordering
Overfitting Avoidance
- Reduced Cost Pruning
- Clause Prefix Strategy
Knowledge Intensive Approaches
- FOCL
- Iterative Refinement of Numeric Parameters