A glimpse into the early days of classes held in the Oneida Stake Academy is featured in pictures and a story written by Fred Woods for the Mormon Historic Sites Foundation in 2003. It can be found here:The Forgotten Voice of the Oneida Stake Academy
Once at the site, look for the article in the index displayed on the page brought up by the link.