Too hard to decide, why?
Street Fighter - Third Strike, simple.
Dead or Alive - All the Dead or Alive games are great, even Xtreme Beach Volleyball.
Samurai Spirits - One of the first "weapon-based" series, very unique.
King of Fighters - Probably the -overall- greatest series of all time.
Guilty Gear - Unique, stylish, beautiful.