Once a label has been deleted, it can't be restored. Proceed with care.
Select Customer Setup > Labels.
Click the Show All button to view all labels. Or use the Search field to further drill down your search.
Select the Label to delete.
Click the button.
Select Yes, when the "Are you sure you wish to delete this configuration?” pop-up displays.