Most of my favourite Zelda characters are in Twilight Princess, Zelda herself, Midna and Queen Rutela are very dear to me and left a lasting impression on me.
However, my favourite Zelda game is The Wind Waker, where none of those characters appear (well, Zelda does, but she isn't the same...