Data driven using research like this:

http://www.mendeley.com/research/female-preference-for-male-...

http://journal.nida.ac.th/journal/attachments/8_Sunthorn%20K...

http://psycnet.apa.org/journals/com/108/3/233/

Also would provide an option for you to rate 10-20 and give a personal rating.