Learning and Costs
Minimize cost of making classifications
- Learner has free access to all attributes of training data
- Learner has knowledge of cost of testing each attribute
- Reduce cost of accurately classifying test example
Minimize cost of errors made by classifier
- Not all errors are equally important
- Costs depend on the predicted class and the actual class