set forth vs premise

set forth is not a noun while premise is a noun.

Word	Noun	Adjective	Verb	Adverb
set forth	No	No	Yes	No
premise	Yes	No	Yes	No

As verbs, premise is a hyponym of set forth; that is, premise is a word with a more specific, narrower meaning than set forth:

Other hyponyms of set forth include depict, describe, draw.

set forth (noun)	premise (noun)
	a statement that is assumed to be true and from which a conclusion can be drawn

set forth (verb)	premise (verb)
state	take something as preexisting and given
depart for someplace	set forth beforehand, often as an explanation
	furnish with a preface or introduction