Speaking as a skeptic, I have to accept the possibility of the existence of ghosts.
However, we can both accept the possibility of ghosts while pointing to the lack of evidence for the reality of ghosts. Skepticism deals with claims made about reality, not possibility.
The point is just because something wasn't predicted by conventional science doesn't mean it can't exist.
The lack of prediction does not evidence that something is real, either. Positive claims require positive evidence. Until such evidence is given there is no reason to accept something as real. This is NOT the same as rejecting the idea outright.