"Computer Blue" is fantastic but I'm not sure I'd want to do it as a karaoke song. Maybe if you were doing an actual cover and were playing the guitar? Then yeah. But I'd probably go "Baby I'm a Star" for karaoke.
Though, me personally? I like a ballad any day so I'd probably go with the title track.