Fee was born in Bracken County, Kentucky on September 9, 1816, the son of John Fee, of Irish[REF][REF] and Scots descent, and Elizabeth Bradford, of Scots-Irish descent, whose mother was a Quaker from Pennsylvania [REF].
Following a conversion to the Christian faith at age 14, John Fee, Jr., wanted to join the Methodist Episcopal Church.