Deleting
To delete an element, first select the element/elements as described above, then hit the delete button on your keyboard. You can also select menu Edit->Clear selection. All the selected elements will be removed from the design. If you want to bring them back, just hit "Undo" tool button immediately.
(See Undo/Redo.)