パトリクス is Patricius, the Latin name for St. Patrick. Not all Japanese loanwords come from the most common colloquial English form/pronunciation of words.
That said, 聖パトリックの祝日 or セントパトリックデー seem to be at least as common in JP for referring to this holiday.