I love Tom Baker. So much.
Both Tennant and Matt Smith give him a run for his money, though.
I have a lot of fondness for Hartnell, Troughton, Davison and Eccleston. Especially Troughton, but their order in a list will always vary with my mood or time of day.
Pertwee is a special case...