Note, when you edit a goal, the changes do not retroactively apply to previous dates. This allows you to keep a record of what your goals were over time. If you'd like to reset the goal and discard previous settings, tap "Clear Historical Settings" from the "Edit" menu.
Alternatively, you can delete a goal from the "Edit" menu form the goal details screen.