You can edit the current settings of a leaderboard by clicking the Leaderboard title to open the Leaderboard, and then clicking Edit. All the leaderboard settings available when you created your Leaderboard can be edited. When you click Save your updates to the Leaderboard will go live and be available to all members.
To delete a leaderboard, click Delete Leaderboard after opening it for editing.