From Sahih Muslim (Hadith 2054):
Umm 'Atiyya said:He (the Messenger of Allah) commanded us that we should take out unmarried women and the screened away ladies for 'Id prayers, and he commanded the menstruating women to remain away from the place of worship of the Muslims
Reference: Muslim 2054