If someone I didn't know had left, I wouldn't have minded. Even someone I did know, in fact, although I would have asked what happened afterwards and if everything was okay.

People have all sorts of emergencies.

I would have minded if the person leaving said anything though, unless I really needed to be informed of something. Better to leave in silence without disrupting the presentation. It is stressful enough as is.