As a guy, when given the choice I prefer to play as a female.
I enjoy it when the lead character is a strong ass kicking woman, that always gets my attention - strong female lead characters. Also, if I am gonna spend 40+ hours with a character I would rather be looking at a female than male. If given the choice.