To delete a configuration, swipe a finger over the name from right to left. This pushes the configuration name off screen to the left and brings up a Delete button.

Touch the Delete button, and the configuration will be removed from the list. Tap anywhere else to get rid of the button.

The Default configuration cannot be deleted.