Removing several anchor points in a path quickly -using a box for example- (Illustrator CC)?

If I have an anchor points path of a deformed box, and I want to remove all the points except the base (the bottom line), is it possible to remove them quickly? maybe using a box selection, is it possible the box selection causes the path to move