Favorite: Action/Adventure. We need more games like Zelda and Okami.
Least: Sports and Sim racers. Mario Kart and Tony hawk can be fun, but Madden, Gran Turismo, etc. bore me to tears.
Edit: Decided to go into more detail...
Favorites, in order:
A/A
Strategy
Platformers
Least:
Sports
Sim racers