I enjoy a game with a huge roster if there is enough diversity amongst the characters to actually justify the extras being there. King of Fighters '98, for example, has a nice load of characters and they all have a very unique style and I think it's fun to try out different characters and see what suits you. I don't play fighters that much in general though, so I haven't really encountered games where the cast of characters is unnecessarily crowded.