I prefer
Elise as a nn for
Elisabeth. In South
Africa it is usually pronounced with an s sound; if parents want it to have a z sound, they spell it Elize. I wouldn't call it romantic or classic: it's just another nickname used as a full name. And I've known plenty of them!