If I wanted to win as quickly as possible, then I'd just go straight for the Fierce Deity Mask, Chateau Romani and some other filler item.
However, if I wanted the fight to last a little longer, I'd just choose the Master Sword, the Hylian Shield and the Hero's Bow. They're generally the only items I use in actually killing something in Zelda anyway.