Not only was Spenser writing in the late sixteenth century, but some of the words he used were deliberately archaic, even then. This page is a growing glossary of words from the Faerie Queen you may not know.
http://en.wikisource.org/wiki/The_Faerie_Queene/Book_I/Glossary
Spelling Notes
If you are reading the original text you will frequently encounter unconventional spelling and even multiple spellings of the same word.
i=j
u = v
v = u