Welcome to Android Central! That's an integral part of the UI, so I don't think there's any way of getting rid of that short of rooting the phone. Do you keep accidentally hitting the button, or is there some other reason why you don't want it there?
Have you considered changing to gesture navigation? That way, you wouldn't have to worry about accidentally tapping that button.