It is a name that developed from a combination of English and Irish during the plantation of Ulster, In Irish it is "fear an sheeog" and English it is "Pharasee or Faranshee". Like Banshee which means a lady fairy, "Ban an Sheeog" In both contexts it means
A man fairy. or a man who...