Recover deleted spam?

I don’t know if this is a problem related to my computer or WordPress, but it seems something is very sensitive. Many times when I’m mousing over something, the button will activate as if I’ve clicked on it. Often it’s of little consequence — I can click on the back button and recover where I was. But today I was looking over the spam folder and there was somethingn that didn’t look to be spam. Too late! Apparently my cursor was over the delete all link and poof! All was gone, even the possible legit stuff. Is there anyway to recover the deleted spam?

Thanks in advance,
Steve