Forest should have gone ahead after seven minutes when Neil Harris, who replaced Scott Dobie up front in one of four changes for the home side, fired wastefully over from six yards.
The winning team was made up of Chris Jardine, David Owen, Thomas Sloan, Chalmers Porteous, Graham Black, Graham Sloan, Neil Henderson, Ruaraidh Whyte, Scott Robertson, and Stuart Henderson.