If you want to delete a planning element that you have just created, simply click on the undo symbol in the upper left-hand corner of the Outlook toolbar.
Otherwise, mark one or more planning elements you want to delete and click Delete in the tab Edit.
ATTENTION If you delete a summary activity, all subordinate activities are deleted as well.