 Feetham was born into an ecclesiastical family, his father was the Reverend William Feetham, Rural Dean of Raglan, Monmouthshire and his mother the daughter of an archdeacon.He was educated at Marlborough College and Trinity Hall, Cambridge.Feetham was ordained in 1899.