What if you don't know the creditor on your credit report how do you find out how to close the account?

If it's reporting on your credit report, they legally have to also publish the creditors contact information. Use that. If the account is negative and it doesn't list the contact information, dispute it. If it's positive, might as well let it be.

Be careful when you close accounts, it can hurt your score, depending on your situation.