On the class list next to the "Create a class"-button, there's a link called Show archived.
After you click it your archived classes will show up along with your normal classes. The archived classes will have a small Archived -marker on them
You can see here that an archived class is now showing, and the "Show archived"-link has changed to Hide archived. if you click Hide archived the archived classes will be hidden again.