Remove addresses from AutoSuggest/Auto-Complete

When typing an address in the “To:” line I get a list of addresses to choose from. There are several of these autocomplete recipient names in there which I’ve mistyped and also some that I don’t use anymore.

How can I remove these? They are not in my Contacts folder either. Where are they?