Google will completely drop the page from the index after the next time they crawl it. Using the Remove URLs tool in Google Webmaster Tools will only expedite removal.
Best practice is to 404 (Not Found) or 410 (Gone) the page first of all.
Remove URL tool will just expedite the inevitable. There is no downside in doing so.
