I had a skeleton surprise at one of my bases and portaled out in the middle of it. It stayed active there for quite some time, but eventually I ended up getting another event somewhere else. When I returned, there were still skeletons there, but the event was over.

I don't know what caused it to end, but it did eventually end, although It did stop the raids for a while at least.