Tom Baker is the first Doctor I remember from watching the show as a kid, back when bits of it seemed really scary to me but I desperately wanted to see the next episode anyway, so I think he'll always be my favourite. He had some of the best companions too.
William Hartnell would be a close second. For some reason I found his crankiness really funny.