Error Rate Prediction Methods
How can these error rates be predicted?
- NOT by using error rate on the training set from which the tree was built (“resubstitution error”) since pruning always increases error as far as the training set is concerned
- 1. Predict error rate using a new set of cases that is distinct from the training set
- 2. Predict error rate using only the training set from which the tree was built