The West Indies Federation , also known as the Federation of the West Indies , was a short-lived Caribbean federation that existed from January 3 , 1958 to May 31 , 1962 . The West Indies Federation , also known as the Federation of the West Indies , was a short-lived Caribbean federation that existed from January 3 , 1958 , to May 31 , 1962 .