How do I delete e-mail address from my "To" list of contacts?

In Hotmail, if I click "New" message, then "To", there are three e-mails at the bottom of the list of contacts that I think are scam addresses (I never sent anything to them or saved them).  These addresses are not on my complete contact list.  How can I delete them from the "To" list?