It is possible to show lower and upper bounds for many different concept classes using the best-case model. It is possible to demonstrate lower and upper bounds for many different concept classes using a best-case model that can also be viewed as a helpful teacher.

Concept boundary

Lower bound

Upper bound

Hyperplane

2

2