Training and testing
¡ Judge induced h()’s quality by using a
test set
¡ Training and test set must be
separate; otherwise peeking occurs
¡ Modeling noise or specifics of the
training data can lead to overfitting
l Use pruning to remove parts of the
hypothesis that aren’t justifiable