According to Robert F. Collins of the United States Forest Service, Dr. Thomas Walker named the river, in 1750, Louisa River, after Princess Louisa, the wife of Prince William Augustus, Duke of Cumberland. Later, the name Louisa became Levisa and shifted to the nearby stream today called Levisa Fork River.