How do I remove an auto-fill email address (not in my contact list)

When I start to type in the email address fields, previously used addresses pop up, cluttering the few that I really want.

How do I remove some of these auto-fill addresses?  They are not in my contact list -- I know how to manage that.

I cannot find this under FAQs.

Thanks.