Fleming married Emily Delilah Lush Mallory, daughter of Dr. Herbert Bolton Lush and Martha [Mattie] Gertrude Gill Lush. (Emily Delilah Lush Mallory was born on Apr 25, 1898 in Chesterfield County, Virginia and died in Hermitage Methodist Home, Richmond, Virginia 23227.)