Apple Mail - Get Rid of Wrong Emails

Thanks to Paul for pointing this one out.

Sometimes when you are using Apple Mail and try to type in an email (or send one) the wrong email address will pop up. Why does that happen and how do I stop it from happening? Here's a short tutorial by MacMouseCalls to help solve your problems.