Credit Card Processing Account is already Inactive but Credit Card Options still Displays in the Webstore

1. Navigate to Setup > Accounting > Accounting Lists
2. On the Type field > choose Payment Method
3. Click on the View link of a payment method
4. Check if the Display in Web Site = T
5. Edit the Payment Method
6. Set Display in Web Site = F
7. Click Save