To delete a stroke, dot or droplet,
use the Arrow
Tool to select
the required element and then either choose Edit->Delete
from the Edit
Menu or press
the Delete or Backspace keys.
Alternatively, with the Pen
Tool pressed,
simply click on the stroke, drag it out of the Sketch Window
and it should disappear.